{ "python": { "children": [ { "Python初阶": { "children": [ { "预备知识": { "children": [ { "Python简介": { "children": [ { "Python都能做什么": { "data": { "uuid": "python-4-0", "seg": [ [ [ "python", "做", "都能" ] ] ], "level": { "min": 0.0, "max": 0.009523809523809523 }, "related_data": {} } } } ], "data": { "uuid": "python-3-0", "seg": [ [ [ "python", "简介" ] ] ], "level": { "min": 0.0, "max": 0.009523809523809523 }, "related_data": {} } } }, { "程序设计思想": { "data": { "uuid": "python-3-1", "seg": [ [ [ "程序设计", "思想", "程序设计思想" ] ] ], "level": { "min": 0.009523809523809523, "max": 0.019047619047619046 }, "related_data": {} } } }, { "安装Python": { "children": [ { "Windows安装Python": { "data": { "uuid": "python-4-1", "seg": [ [ [ "windows", "安装", "python" ] ] ], "level": { "min": 0.019047619047619046, "max": 0.02222222222222222 }, "related_data": {} } } }, { "Linux安装Python": { "data": { "uuid": "python-4-2", "seg": [ [ [ "linux", "安装", "python" ] ] ], "level": { "min": 0.02222222222222222, "max": 0.025396825396825393 }, "related_data": {} } } }, { "MacOS安装Python": { "data": { "uuid": "python-4-3", "seg": [ [ [ "macos", "安装", "python" ] ] ], "level": { "min": 0.025396825396825393, "max": 0.028571428571428567 }, "related_data": {} } } } ], "data": { "uuid": "python-3-2", "seg": [ [ [ "安装", "python" ] ] ], "level": { "min": 0.019047619047619046, "max": 0.028571428571428567 }, "related_data": {} } } }, { "运行方式": { "children": [ { "以交互方式运行": { "data": { "uuid": "python-4-4", "seg": [ [ [ "交互方式", "运行" ] ] ], "level": { "min": 0.028571428571428567, "max": 0.033333333333333326 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7458112_53442587@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_774885_838887@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_919771_1056227@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7461154_53446241@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_22_30@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7428482_53394244@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_769551_830462@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753161_807531@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7457834_53442309@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_656388_469157@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1095704_1307364@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_770067_831407@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1050679_1247835@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_757675_813263@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7425118_53386353@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7416940_53371914@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7430125_53397118@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426231_53389126@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_967561_1120386@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_762879_822267@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_760382_817229@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7398055_53343825@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_714306_1100962@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1058248_1255496@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_772748_836234@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455273_53438106@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7428593_53394440@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7399294_53346504@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7464086_53450427@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_353126_364355@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408643_53358784@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1081754_1287803@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "115742190@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "以脚本方式运行": { "data": { "uuid": "python-4-5", "seg": [ [ [ "脚本", "方式", "运行", "脚本方式" ] ] ], "level": { "min": 0.033333333333333326, "max": 0.03809523809523809 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1065823_1271961@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_747794_799745@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1065_1855@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456198_53439611@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7396314_53339760@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "53706971@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-3", "seg": [ [ [ "运行", "方式" ] ] ], "level": { "min": 0.028571428571428567, "max": 0.03809523809523809 }, "related_data": {} } } }, { "常用开发工具": { "children": [ { "typing --- 类型提示支持": { "data": { "uuid": "python-4-6", "seg": [ [ [ "typing", "类型", "提示", "支持" ] ] ], "level": { "min": 0.03809523809523809, "max": 0.038690476190476185 }, "related_data": {} } } }, { "pydoc --- 文档生成器和在线帮助系统": { "data": { "uuid": "python-4-7", "seg": [ [ [ "pydoc", "文档", "生成器" ], [ "系统" ] ] ], "level": { "min": 0.038690476190476185, "max": 0.039285714285714285 }, "related_data": {} } } }, { "Python Development Mode": { "data": { "uuid": "python-4-8", "seg": [ [ [ "python", "development", "mode" ] ] ], "level": { "min": 0.039285714285714285, "max": 0.03988095238095238 }, "related_data": {} } } }, { "Effects of the Python Development Mode": { "data": { "uuid": "python-4-9", "seg": [ [ [ "effects", "of", "the", "python", "development", "mode" ] ] ], "level": { "min": 0.03988095238095238, "max": 0.04047619047619047 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7443135_53420253@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "ResourceWarning Example": { "data": { "uuid": "python-4-10", "seg": [ [ [ "resourcewarning", "example" ] ] ], "level": { "min": 0.04047619047619047, "max": 0.04107142857142857 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "78894108@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Bad file descriptor error example": { "data": { "uuid": "python-4-11", "seg": [ [ [ "bad", "file", "descriptor", "error", "example" ] ] ], "level": { "min": 0.04107142857142857, "max": 0.041666666666666664 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_762630_820868@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_689403_557328@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_188160_84436@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_758998_830910@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1048720_1246185@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_5895590_37986409@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444167_53422091@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7398152_53344020@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7422927_53384044@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433340_53403414@8", "cluster_num": 0 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "6157122@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7277607@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5790409@descriptor@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7657580@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7102081@descriptor@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6819891@descriptor@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7568922@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6672742@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5977446@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7531207@descriptor@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8060654@descriptor@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7553307@descriptor@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7795435@descriptor@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7804494@descriptor@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7287939@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "45690135@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6517054@descriptor@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7751894@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7576741@descriptor@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54097319@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6922905@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7002113@descriptor@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7493334@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7560654@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7607731@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "39895871@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108237819@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6204639@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "4597174@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7365651@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6745330@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7989036@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5833980@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6899613@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6996721@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7710038@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6185536@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "5922324@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7195305@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5728772@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7205950@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7814422@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7254672@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7718548@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6987934@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78132093@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6819621@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7567037@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7249415@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6398718@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7323766@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7800126@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80403180@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7877687@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6840564@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7292337@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7647766@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52296559@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8068932@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6782493@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7714418@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "4932441@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7580315@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7726600@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7579984@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7619478@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8053771@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6981131@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5855460@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "doctest --- 测试交互性的Python示例": { "data": { "uuid": "python-4-12", "seg": [ [ [ "doctest", "交互性", "python", "示例" ] ] ], "level": { "min": 0.041666666666666664, "max": 0.04226190476190476 }, "related_data": {} } } }, { "unittest --- 单元测试框架": { "data": { "uuid": "python-4-13", "seg": [ [ [ "unittest", "单元测试", "框架", "单元测试框架" ] ] ], "level": { "min": 0.04226190476190476, "max": 0.04285714285714286 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "52808818@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "47028789@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91612529@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112166933@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "23772959@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108740493@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46696635@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113741466@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51116339@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52944782@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52944782@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90762088@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103541283@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "47823547@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "97919853@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103438272@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109644636@unittest@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90489152@unittest@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "unittest.mock --- mock对象库": { "data": { "uuid": "python-4-14", "seg": [ [ [ "unittest", "mock", "对象", "库", "对象库" ] ] ], "level": { "min": 0.04285714285714286, "max": 0.04345238095238095 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "69569554@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103177076@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "26462103@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91900677@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102558832@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108300986@unittest@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "unittest.mock上手指南": { "data": { "uuid": "python-4-15", "seg": [ [ [ "unittest", "mock", "手指", "南", "上手指", "手指南" ] ] ], "level": { "min": 0.04345238095238095, "max": 0.044047619047619044 }, "related_data": {} } } }, { "2to3 - 自动将Python 2 代码转为Python 3 代码": { "data": { "uuid": "python-4-16", "seg": [ [ [ "to3", "自动", "python", "转为" ] ] ], "level": { "min": 0.044047619047619044, "max": 0.04464285714285714 }, "related_data": {} } } }, { "test --- Python回归测试包": { "data": { "uuid": "python-4-17", "seg": [ [ [ "test", "python", "回归", "包" ] ] ], "level": { "min": 0.04464285714285714, "max": 0.04523809523809524 }, "related_data": {} } } }, { "test.support --- Utilities for the Python test suite": { "data": { "uuid": "python-4-18", "seg": [ [ [ "test", "support", "utilities", "for", "the", "python", "suite" ] ] ], "level": { "min": 0.04523809523809524, "max": 0.04583333333333333 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "79498291@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7924203@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "test.support.socket_helper --- Utilities for socket tests": { "data": { "uuid": "python-4-19", "seg": [ [ [ "test", "support", "socket", "helper", "utilities", "for", "tests" ] ] ], "level": { "min": 0.04583333333333333, "max": 0.04642857142857143 }, "related_data": {} } } }, { "test.support.script_helper --- Utilities for the Python execution tests": { "data": { "uuid": "python-4-20", "seg": [ [ [ "test", "support", "script", "helper", "utilities", "for", "the", "python", "execution", "tests" ] ] ], "level": { "min": 0.04642857142857143, "max": 0.04702380952380952 }, "related_data": {} } } }, { "test.support.bytecode_helper --- Support tools for testing correct bytecode generation": { "data": { "uuid": "python-4-21", "seg": [ [ [ "test", "support", "bytecode", "helper", "tools", "for", "testing", "correct", "generation" ] ] ], "level": { "min": 0.04702380952380952, "max": 0.047619047619047616 }, "related_data": {} } } } ], "data": { "uuid": "python-3-4", "seg": [ [ [ "开发工具" ] ] ], "level": { "min": 0.03809523809523809, "max": 0.047619047619047616 }, "related_data": {} } } }, { "编码规范": { "data": { "uuid": "python-3-5", "seg": [ [ [ "编码", "规范", "编码规范" ] ] ], "level": { "min": 0.047619047619047616, "max": 0.057142857142857134 }, "related_data": {} } } }, { "模块管理": { "children": [ { "pip": { "data": { "uuid": "python-4-22", "seg": [ [ [ "pip" ] ] ], "level": { "min": 0.057142857142857134, "max": 0.06666666666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7424709_53385879@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1064279_1262480@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7416147_53370059@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_5719755_35642947@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7403493_53352438@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1049447_1246935@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_771843_834565@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423912_53384293@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_700191_588874@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7439597_53414081@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7418795_53375286@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_767286_826852@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "50808234@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81089915@pip@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104203643@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90049864@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80596513@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "76022189@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86065187@pip@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88701305@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115933960@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115160029@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78780527@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87554199@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51506017@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94994037@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81219366@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "93048145@pip@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86704492@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104215198@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80107147@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80155587@pip@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50747895@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84862788@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89070856@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90416734@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113621082@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "93194478@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54374849@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99656559@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90678157@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51775896@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90510349@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91884140@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52026234@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81069276@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52412059@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103209639@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84671528@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83040291@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84134124@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110926621@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109435000@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82770485@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112647242@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111073539@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84671528@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89415433@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "73180482@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70176598@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80715682@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111358842@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54947398@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80510880@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87218220@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111350443@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110818903@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "105014648@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113409816@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106845800@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104527102@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103658264@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88062405@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103881372@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-6", "seg": [ [ [ "模块", "管理" ] ] ], "level": { "min": 0.057142857142857134, "max": 0.06666666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-2-0", "seg": [ [ [ "预备", "知识" ] ] ], "level": { "min": 0.0, "max": 0.06666666666666667 }, "related_data": {} } } }, { "基础语法": { "children": [ { "缩进规则": { "children": [ { "建议使用4个空格": { "data": { "uuid": "python-4-23", "seg": [ [ [ "建议", "空格" ] ] ], "level": { "min": 0.06666666666666667, "max": 0.07333333333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433425_53403624@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-7", "seg": [ [ [ "缩进", "规则" ] ] ], "level": { "min": 0.06666666666666667, "max": 0.07333333333333333 }, "related_data": {} } } }, { "基础知识": { "children": [ { "注释": { "children": [ { "如何编写注释": { "data": { "uuid": "python-5-0", "seg": [ [ [ "编写", "注释" ] ] ], "level": { "min": 0.07333333333333333, "max": 0.07380952380952381 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_716440_709176@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7458031_53442538@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443894_53421872@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431838_53400519@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7418574_53374797@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7418576_53375374@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7416161_53370502@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7416162_53370499@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7414416_53367618@8", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-24", "seg": [ [ [ "注释" ] ] ], "level": { "min": 0.07333333333333333, "max": 0.07380952380952381 }, "related_data": {} } } }, { "变量": { "children": [ { "变量的命名和使用": { "data": { "uuid": "python-5-1", "seg": [ [ [ "变量", "命名" ], [] ] ], "level": { "min": 0.07380952380952381, "max": 0.07396825396825397 }, "related_data": {} } } }, { "使用变量时避免命名错误": { "data": { "uuid": "python-5-2", "seg": [ [ [ "变量", "命名", "命名错误" ] ] ], "level": { "min": 0.07396825396825397, "max": 0.07412698412698412 }, "related_data": {} } } }, { "变量是标签": { "data": { "uuid": "python-5-3", "seg": [ [ [ "变量", "标签" ] ] ], "level": { "min": 0.07412698412698412, "max": 0.07428571428571429 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451800_53433770@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_170644_47288@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455549_53438636@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7421133_53390836@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7408816_53359622@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7409162_53359471@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_2061170_11305291@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7406472_53355940@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7410869_53361698@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_756994_812822@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-25", "seg": [ [ [ "变量" ] ] ], "level": { "min": 0.07380952380952381, "max": 0.07428571428571429 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_929579_1064422@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_6240932_43549673@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "语句": { "children": [ { "表达式语句": { "data": { "uuid": "python-5-4", "seg": [ [ [ "表达式", "语句", "表达式语句" ] ] ], "level": { "min": 0.07428571428571429, "max": 0.07432900432900433 }, "related_data": {} } } }, { "赋值语句": { "data": { "uuid": "python-5-5", "seg": [ [ [ "赋值", "语句", "赋值语句" ] ] ], "level": { "min": 0.07432900432900433, "max": 0.07437229437229438 }, "related_data": {} } } }, { "assert语句": { "data": { "uuid": "python-5-6", "seg": [ [ [ "assert", "语句" ] ] ], "level": { "min": 0.07437229437229438, "max": 0.07441558441558442 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7456636_53440820@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_714169_706009@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413411_53365314@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7407903_53358092@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_844166_965275@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460291_53445368@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "return语句": { "data": { "uuid": "python-5-7", "seg": [ [ [ "return", "语句" ] ] ], "level": { "min": 0.07441558441558442, "max": 0.07445887445887446 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7457765_53442242@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451350_53432531@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7449468_53429532@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "yield语句": { "data": { "uuid": "python-5-8", "seg": [ [ [ "yield", "语句" ] ] ], "level": { "min": 0.07445887445887446, "max": 0.0745021645021645 }, "related_data": {} } } }, { "raise语句": { "data": { "uuid": "python-5-9", "seg": [ [ [ "raise", "语句" ] ] ], "level": { "min": 0.0745021645021645, "max": 0.07454545454545455 }, "related_data": {} } } }, { "break语句": { "data": { "uuid": "python-5-10", "seg": [ [ [ "break", "语句" ] ] ], "level": { "min": 0.07454545454545455, "max": 0.0745887445887446 }, "related_data": {} } } }, { "continue语句": { "data": { "uuid": "python-5-11", "seg": [ [ [ "continue", "语句" ] ] ], "level": { "min": 0.0745887445887446, "max": 0.07463203463203463 }, "related_data": {} } } }, { "import语句": { "data": { "uuid": "python-5-12", "seg": [ [ [ "import", "语句" ] ] ], "level": { "min": 0.07463203463203463, "max": 0.07467532467532467 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7424280_53384955@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455544_53438631@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_772054_835094@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_678541_524055@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_378228_409319@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7412266_53363776@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_697202_803093@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_648702_566376@8", "cluster_num": 0 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "4742549@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "126883@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7230640@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6608632@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7541755@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6624000@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1888449@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103866953@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6637228@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7350255@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8062887@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7183052@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7493420@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81635476@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "492052@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7311620@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6650113@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7405886@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79748989@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "global语句": { "data": { "uuid": "python-5-13", "seg": [ [ [ "global", "语句" ] ] ], "level": { "min": 0.07467532467532467, "max": 0.07471861471861473 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_507827_438470@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_756311_811483@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7417745_53373461@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7404671_53353942@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7404715_53353898@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "nonlocal语句": { "data": { "uuid": "python-5-14", "seg": [ [ [ "nonlocal", "语句" ] ] ], "level": { "min": 0.07471861471861473, "max": 0.07476190476190477 }, "related_data": {} } } } ], "data": { "uuid": "python-4-26", "seg": [ [ [ "语句" ] ] ], "level": { "min": 0.07428571428571429, "max": 0.07476190476190477 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451275_53432309@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_651617_459012@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "标识符": { "data": { "uuid": "python-4-27", "seg": [ [ [ "标识符" ] ] ], "level": { "min": 0.07476190476190477, "max": 0.07523809523809524 }, "related_data": {} } } }, { "命名规则": { "data": { "uuid": "python-4-28", "seg": [ [ [ "命名", "规则", "命名规则" ] ] ], "level": { "min": 0.07523809523809524, "max": 0.07571428571428572 }, "related_data": {} } } }, { "运算与表达式": { "data": { "uuid": "python-4-29", "seg": [ [ [ "运算" ], [ "表达式" ] ] ], "level": { "min": 0.07571428571428572, "max": 0.0761904761904762 }, "related_data": {} } } }, { "代码风格": { "data": { "uuid": "python-4-30", "seg": [ [ [ "风格", "代码风格" ] ] ], "level": { "min": 0.0761904761904762, "max": 0.07666666666666666 }, "related_data": {} } } }, { "交互式解释器": { "data": { "uuid": "python-4-31", "seg": [ [ [ "交互式", "解释器" ] ] ], "level": { "min": 0.07666666666666666, "max": 0.07714285714285714 }, "related_data": {} } } }, { "算法是什么": { "data": { "uuid": "python-4-32", "seg": [ [ [ "算法" ] ] ], "level": { "min": 0.07714285714285714, "max": 0.07761904761904762 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7418583_53379738@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_858492_984540@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1098045_1312397@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441387_53417494@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "获取用户输入": { "data": { "uuid": "python-4-33", "seg": [ [ [ "获取", "用户", "输入" ] ] ], "level": { "min": 0.07761904761904762, "max": 0.07809523809523809 }, "related_data": {} } } }, { "保存并执行程序": { "children": [ { "从命令提示符运行Python脚本": { "data": { "uuid": "python-5-15", "seg": [ [ [ "命令提示符", "运行", "python", "脚本" ] ] ], "level": { "min": 0.07809523809523809, "max": 0.07833333333333334 }, "related_data": {} } } }, { "让脚本像普通程序一样": { "data": { "uuid": "python-5-16", "seg": [ [ [ "脚本", "程序", "普通程序" ] ] ], "level": { "min": 0.07833333333333334, "max": 0.07857142857142857 }, "related_data": {} } } } ], "data": { "uuid": "python-4-34", "seg": [ [ [ "保存", "执行程序" ] ] ], "level": { "min": 0.07809523809523809, "max": 0.07857142857142857 }, "related_data": {} } } }, { "起步": { "children": [ { "搭建编程环境": { "children": [ { "Python版本": { "data": { "uuid": "python-6-0", "seg": [ [ [ "python", "版本" ] ] ], "level": { "min": 0.07857142857142857, "max": 0.0786111111111111 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_728030_738322@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_231511_202726@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7439559_53414122@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_247171_240370@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "运行Python代码片段": { "data": { "uuid": "python-6-1", "seg": [ [ [ "运行", "python" ] ] ], "level": { "min": 0.0786111111111111, "max": 0.07865079365079365 }, "related_data": {} } } }, { "SublimeText简介": { "data": { "uuid": "python-6-2", "seg": [ [ [ "sublimetext", "简介" ] ] ], "level": { "min": 0.07865079365079365, "max": 0.07869047619047619 }, "related_data": {} } } } ], "data": { "uuid": "python-5-17", "seg": [ [ [ "搭建", "编程", "环境", "编程环境" ] ] ], "level": { "min": 0.07857142857142857, "max": 0.07869047619047619 }, "related_data": {} } } }, { "在不同操作系统中搭建Python编程环境": { "children": [ { "在Windows系统中搭建Python编程环境": { "data": { "uuid": "python-6-3", "seg": [ [ [ "windows", "系统", "搭建", "python", "编程", "环境", "编程环境" ] ] ], "level": { "min": 0.07869047619047619, "max": 0.07873015873015872 }, "related_data": {} } } }, { "在macOS系统中搭建Python编程环境": { "data": { "uuid": "python-6-4", "seg": [ [ [ "macos", "系统", "搭建", "python", "编程", "环境", "编程环境" ] ] ], "level": { "min": 0.07873015873015872, "max": 0.07876984126984127 }, "related_data": {} } } }, { "在Linux系统中搭建Python编程环境": { "data": { "uuid": "python-6-5", "seg": [ [ [ "linux", "系统", "搭建", "python", "编程", "环境", "编程环境" ] ] ], "level": { "min": 0.07876984126984127, "max": 0.0788095238095238 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7440803_53416632@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "110508896@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7588414@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7055317@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "4512417@descriptor@python", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-5-18", "seg": [ [ [ "操作系统", "搭建", "python", "编程", "环境", "编程环境" ] ] ], "level": { "min": 0.07869047619047619, "max": 0.0788095238095238 }, "related_data": {} } } }, { "运行HelloWorld程序": { "children": [ { "配置SublimeText以使用正确的Python版本": { "data": { "uuid": "python-6-6", "seg": [ [ [ "配置", "sublimetext", "python", "版本" ] ] ], "level": { "min": 0.0788095238095238, "max": 0.07886904761904762 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_645908_447876@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "运行程序hello_world.py": { "data": { "uuid": "python-6-7", "seg": [ [ [ "运行", "程序", "hello", "world", "py" ] ] ], "level": { "min": 0.07886904761904762, "max": 0.07892857142857143 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_5624598_34529614@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_228228_194148@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7458582_53443191@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7399628_53347010@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7413373_53366681@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7441101_53416891@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_769658_830843@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_733180_754526@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455539_53438654@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1053498_1250749@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7459272_53444264@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_795311_887349@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7454500_53437190@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_693371_570761@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_866876_997090@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7449334_53429375@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1055188_1253690@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7424034_53384654@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_957782_1104143@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7450593_53431293@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_754334_809243@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7418251_53374146@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7434315_53405210@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433076_53402862@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7454789_53437449@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7400150_53347921@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7454128_53436816@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7434118_53404475@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447568_53427476@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1078939_1283522@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_651824_459428@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7454086_53436777@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451786_53433692@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_750204_803335@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7446592_53426060@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_240629_225227@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_203813_131997@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451477_53432761@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_670209_492536@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_652183_460075@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7447552_53427444@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_234752_212172@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7458208_53442727@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_957670_1148023@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7458128_53442644@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7449659_53429866@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_702402_592859@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_715572_708023@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7437183_53409870@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7464739_53451319@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "85090775@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109908297@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100010846@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "98655590@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "65632987@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105957598@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112409114@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116666170@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114991239@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116997669@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116001249@python@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-5-19", "seg": [ [ [ "运行", "helloworld", "程序" ] ] ], "level": { "min": 0.0788095238095238, "max": 0.07892857142857143 }, "related_data": {} } } }, { "从终端运行Python程序": { "children": [ { "在Windows系统中从终端运行Python程序": { "data": { "uuid": "python-6-8", "seg": [ [ [ "windows", "系统", "终端", "运行", "python", "程序" ] ] ], "level": { "min": 0.07892857142857143, "max": 0.07904761904761905 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_773376_837050@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "109067979@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-5-20", "seg": [ [ [ "终端", "运行", "python", "程序" ] ] ], "level": { "min": 0.07892857142857143, "max": 0.07904761904761905 }, "related_data": {} } } } ], "data": { "uuid": "python-4-35", "seg": [ [ [ "起步" ] ] ], "level": { "min": 0.07857142857142857, "max": 0.07904761904761905 }, "related_data": {} } } }, { "列表简介": { "children": [ { "修改、添加和删除元素": { "children": [ { "修改列表元素": { "data": { "uuid": "python-6-9", "seg": [ [ [ "修改", "列表", "元素", "列表元素" ] ] ], "level": { "min": 0.07904761904761905, "max": 0.0791005291005291 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7419562_53376895@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1093799_1303451@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460007_53445035@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1104149_1318441@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_896579_1033715@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_937464_1073306@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_677992_521266@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "117417156@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "在列表中添加元素": { "data": { "uuid": "python-6-10", "seg": [ [ [ "列表", "添加", "元素" ] ] ], "level": { "min": 0.0791005291005291, "max": 0.07915343915343916 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7402351_53350050@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456507_53440314@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_773693_841124@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "51200600@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "从列表中删除元素": { "data": { "uuid": "python-6-11", "seg": [ [ [ "列表", "删除", "元素" ] ] ], "level": { "min": 0.07915343915343916, "max": 0.07920634920634921 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7424831_53386019@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_751638_805295@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1080510_1285800@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7402211_53349861@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1086409_1293328@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425383_53386759@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7399114_53345999@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_758594_814600@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1093527_1303046@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_887540_1027745@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7406403_53355842@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_695387_577853@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444097_53421957@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7429563_53396466@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_713014_704089@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7409166_53359466@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_758260_814110@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460437_53445576@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7453127_53436128@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452992_53435530@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_3443452_22646510@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_6750637_51592169@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1008774_1192875@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397220_53341847@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7432976_53402698@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452002_53433909@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_779359_847445@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450784_53431856@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_771666_834346@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431985_53400777@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-21", "seg": [ [ [ "修改" ], [ "添加" ], [ "删除", "元素" ] ] ], "level": { "min": 0.07904761904761905, "max": 0.07920634920634921 }, "related_data": {} } } }, { "组织列表": { "children": [ { "使用方法sort对列表永久排序": { "data": { "uuid": "python-6-12", "seg": [ [ [ "方法", "sort", "列表", "永久", "排序", "永久排序" ] ] ], "level": { "min": 0.07920634920634921, "max": 0.07924603174603174 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_766589_825903@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7432903_53402516@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_6161948_41750419@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7439730_53414504@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_883592_1022058@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7462510_53448115@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "使用函数sorted对列表临时排序": { "data": { "uuid": "python-6-13", "seg": [ [ [ "函数", "sorted", "列表", "临时", "排序" ] ] ], "level": { "min": 0.07924603174603174, "max": 0.07928571428571429 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7407899_53358072@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "倒着打印列表": { "data": { "uuid": "python-6-14", "seg": [ [ [ "倒", "打印", "列表" ] ] ], "level": { "min": 0.07928571428571429, "max": 0.07932539682539683 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7415399_53368808@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "确定列表的长度": { "data": { "uuid": "python-6-15", "seg": [ [ [ "列表", "长度" ] ] ], "level": { "min": 0.07932539682539683, "max": 0.07936507936507936 }, "related_data": {} } } } ], "data": { "uuid": "python-5-22", "seg": [ [ [ "组织", "列表" ] ] ], "level": { "min": 0.07920634920634921, "max": 0.07936507936507936 }, "related_data": {} } } }, { "使用列表时避免索引错误": { "data": { "uuid": "python-5-23", "seg": [ [ [ "列表", "索引", "列表时", "索引错误" ] ] ], "level": { "min": 0.07936507936507936, "max": 0.07952380952380952 }, "related_data": {} } } } ], "data": { "uuid": "python-4-36", "seg": [ [ [ "列表", "简介" ] ] ], "level": { "min": 0.07904761904761905, "max": 0.07952380952380952 }, "related_data": {} } } }, { "测试代码": { "children": [ { "测试函数": { "data": { "uuid": "python-5-24", "seg": [ [ [ "测试函数" ] ] ], "level": { "min": 0.07952380952380952, "max": 0.08 }, "related_data": {} } } } ], "data": { "uuid": "python-4-37", "seg": [ [ [ "测试代码" ] ] ], "level": { "min": 0.07952380952380952, "max": 0.08 }, "related_data": {} } } } ], "data": { "uuid": "python-3-8", "seg": [ [ [ "基础知识" ] ] ], "level": { "min": 0.07333333333333333, "max": 0.08 }, "related_data": {} } } }, { "函数": { "children": [ { "函数定义def": { "data": { "uuid": "python-4-38", "seg": [ [ [ "函数", "定义", "def", "函数定义" ] ] ], "level": { "min": 0.08, "max": 0.08017543859649123 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7456871_53440958@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453433_53436150@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1097219_1310398@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_703811_594583@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "参数var": { "data": { "uuid": "python-4-39", "seg": [ [ [ "参数", "var" ] ] ], "level": { "min": 0.08017543859649123, "max": 0.08035087719298246 }, "related_data": {} } } }, { "返回值return": { "data": { "uuid": "python-4-40", "seg": [ [ [ "返回值", "return" ] ] ], "level": { "min": 0.08035087719298246, "max": 0.08052631578947368 }, "related_data": {} } } }, { "参数传递": { "data": { "uuid": "python-4-41", "seg": [ [ [ "参数传递" ] ] ], "level": { "min": 0.08052631578947368, "max": 0.08070175438596491 }, "related_data": {} } } }, { "函数调用": { "data": { "uuid": "python-4-42", "seg": [ [ [ "函数调用" ] ] ], "level": { "min": 0.08070175438596491, "max": 0.08087719298245614 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_4646662_29330314@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "函数递归": { "data": { "uuid": "python-4-43", "seg": [ [ [ "函数", "递归" ] ] ], "level": { "min": 0.08087719298245614, "max": 0.08105263157894738 }, "related_data": {} } } }, { "函数编写风格": { "data": { "uuid": "python-4-44", "seg": [ [ [ "函数", "编写", "风格" ] ] ], "level": { "min": 0.08105263157894738, "max": 0.0812280701754386 }, "related_data": {} } } }, { "调用函数": { "data": { "uuid": "python-4-45", "seg": [ [ [ "调用函数" ] ] ], "level": { "min": 0.0812280701754386, "max": 0.08140350877192983 }, "related_data": {} } } }, { "函数的参数": { "data": { "uuid": "python-4-46", "seg": [ [ [ "函数", "参数" ] ] ], "level": { "min": 0.08140350877192983, "max": 0.08157894736842106 }, "related_data": {} } } }, { "递归函数": { "data": { "uuid": "python-4-47", "seg": [ [ [ "递归函数" ] ] ], "level": { "min": 0.08157894736842106, "max": 0.08175438596491229 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_703813_594587@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "None值": { "data": { "uuid": "python-4-48", "seg": [ [ [ "none", "值" ] ] ], "level": { "min": 0.08175438596491229, "max": 0.0819298245614035 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7398252_53344197@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426497_53389988@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7443582_53420759@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "调用栈": { "data": { "uuid": "python-4-49", "seg": [ [ [ "调用", "栈" ] ] ], "level": { "min": 0.0819298245614035, "max": 0.08210526315789474 }, "related_data": {} } } }, { "局部和全局作用域": { "children": [ { "局部变量不能在全局作用域内使用": { "data": { "uuid": "python-5-25", "seg": [ [ [ "局部变量", "全局", "作用域", "全局作用域", "作用域内" ] ] ], "level": { "min": 0.08210526315789474, "max": 0.08216374269005848 }, "related_data": {} } } }, { "局部作用域不能使用其他局部作用域内的变量": { "data": { "uuid": "python-5-26", "seg": [ [ [ "局部", "作用域", "变量", "局部作用域", "局部作用域" ] ] ], "level": { "min": 0.08216374269005848, "max": 0.08222222222222222 }, "related_data": {} } } }, { "全局变量可以在局部作用域中读取": { "data": { "uuid": "python-5-27", "seg": [ [ [ "全局变量", "局部", "作用域", "读取", "局部作用域" ] ] ], "level": { "min": 0.08222222222222222, "max": 0.08228070175438597 }, "related_data": {} } } } ], "data": { "uuid": "python-4-50", "seg": [ [ [ "局部" ], [ "全局", "作用域", "全局作用域" ] ] ], "level": { "min": 0.08210526315789474, "max": 0.08228070175438597 }, "related_data": {} } } }, { "异常处理": { "data": { "uuid": "python-4-51", "seg": [ [ [ "异常", "异常处理" ] ] ], "level": { "min": 0.08228070175438597, "max": 0.0824561403508772 }, "related_data": {} } } }, { "把函数视作对象": { "data": { "uuid": "python-4-52", "seg": [ [ [ "函数", "视作", "对象" ] ] ], "level": { "min": 0.0824561403508772, "max": 0.08263157894736842 }, "related_data": {} } } }, { "可调用对象": { "data": { "uuid": "python-4-53", "seg": [ [ [ "调用", "对象" ] ] ], "level": { "min": 0.08263157894736842, "max": 0.08280701754385965 }, "related_data": {} } } }, { "用户定义的可调用类型": { "data": { "uuid": "python-4-54", "seg": [ [ [ "用户", "定义", "调用", "类型", "用户定义" ] ] ], "level": { "min": 0.08280701754385965, "max": 0.08298245614035088 }, "related_data": {} } } }, { "函数内省": { "data": { "uuid": "python-4-55", "seg": [ [ [ "函数", "内省", "函数内省" ] ] ], "level": { "min": 0.08298245614035088, "max": 0.08315789473684211 }, "related_data": {} } } }, { "从定位参数到仅限关键字参数": { "data": { "uuid": "python-4-56", "seg": [ [ [ "定位", "参数", "仅限", "关键字", "定位参数", "关键字参数" ] ] ], "level": { "min": 0.08315789473684211, "max": 0.08333333333333334 }, "related_data": {} } } }, { "获取关于参数的信息": { "data": { "uuid": "python-4-57", "seg": [ [ [ "获取", "参数", "信息" ] ] ], "level": { "min": 0.08333333333333334, "max": 0.08350877192982456 }, "related_data": {} } } }, { "支持函数式编程的包": { "data": { "uuid": "python-4-58", "seg": [ [ [ "支持", "函数", "编程", "包", "函数式" ] ] ], "level": { "min": 0.08350877192982456, "max": 0.08368421052631579 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "116050948@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "传递实参": { "children": [ { "位置实参": { "data": { "uuid": "python-5-28", "seg": [ [ [ "位置", "实参" ] ] ], "level": { "min": 0.08368421052631579, "max": 0.08371929824561404 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7430233_53397286@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7461764_53446982@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "关键字实参": { "data": { "uuid": "python-5-29", "seg": [ [ [ "关键字", "实参", "关键字实参" ] ] ], "level": { "min": 0.08371929824561404, "max": 0.08375438596491229 }, "related_data": {} } } }, { "默认值": { "data": { "uuid": "python-5-30", "seg": [ [ [ "默认值" ] ] ], "level": { "min": 0.08375438596491229, "max": 0.08378947368421052 }, "related_data": {} } } }, { "等效的函数调用": { "data": { "uuid": "python-5-31", "seg": [ [ [ "等效", "函数调用" ] ] ], "level": { "min": 0.08378947368421052, "max": 0.08382456140350877 }, "related_data": {} } } }, { "避免实参错误": { "data": { "uuid": "python-5-32", "seg": [ [ [ "实参", "实参错误" ] ] ], "level": { "min": 0.08382456140350877, "max": 0.08385964912280702 }, "related_data": {} } } } ], "data": { "uuid": "python-4-59", "seg": [ [ [ "传递", "实参" ] ] ], "level": { "min": 0.08368421052631579, "max": 0.08385964912280702 }, "related_data": {} } } }, { "返回值": { "children": [ { "返回简单值": { "data": { "uuid": "python-5-33", "seg": [ [ [ "返回", "值" ] ] ], "level": { "min": 0.08385964912280702, "max": 0.08391812865497077 }, "related_data": {} } } }, { "让实参变成可选的": { "data": { "uuid": "python-5-34", "seg": [ [ [ "实参", "可选" ] ] ], "level": { "min": 0.08391812865497077, "max": 0.08397660818713451 }, "related_data": {} } } }, { "返回字典": { "data": { "uuid": "python-5-35", "seg": [ [ [ "返回", "字典" ] ] ], "level": { "min": 0.08397660818713451, "max": 0.08403508771929825 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7411444_53362413@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409376_53359786@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_748755_800982@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7449661_53429880@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-60", "seg": [ [ [ "返回值" ] ] ], "level": { "min": 0.08385964912280702, "max": 0.08403508771929825 }, "related_data": {} } } }, { "传递列表": { "children": [ { "在函数中修改列表": { "data": { "uuid": "python-5-36", "seg": [ [ [ "函数", "修改", "列表" ] ] ], "level": { "min": 0.08403508771929825, "max": 0.08412280701754386 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7411490_53362695@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455921_53439255@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_750017_802789@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "83064483@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "禁止函数修改列表": { "data": { "uuid": "python-5-37", "seg": [ [ [ "禁止", "函数", "修改", "列表" ] ] ], "level": { "min": 0.08412280701754386, "max": 0.08421052631578947 }, "related_data": {} } } } ], "data": { "uuid": "python-4-61", "seg": [ [ [ "传递", "列表" ] ] ], "level": { "min": 0.08403508771929825, "max": 0.08421052631578947 }, "related_data": {} } } }, { "传递任意数量的实参": { "children": [ { "使用任意数量的关键字实参": { "data": { "uuid": "python-5-38", "seg": [ [ [ "任意", "数量", "关键字", "实参", "关键字实参" ] ] ], "level": { "min": 0.08421052631578947, "max": 0.08424561403508772 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7457098_53441176@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399107_53346022@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "导入特定的函数": { "data": { "uuid": "python-5-39", "seg": [ [ [ "导入", "特定", "函数" ] ] ], "level": { "min": 0.08424561403508772, "max": 0.08428070175438597 }, "related_data": {} } } }, { "使用as给函数指定别名": { "data": { "uuid": "python-5-40", "seg": [ [ [ "as", "函数", "指定", "别名" ] ] ], "level": { "min": 0.08428070175438597, "max": 0.0843157894736842 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1095761_1307402@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用as给模块指定别名": { "data": { "uuid": "python-5-41", "seg": [ [ [ "as", "模块", "指定", "别名" ] ] ], "level": { "min": 0.0843157894736842, "max": 0.08435087719298245 }, "related_data": {} } } }, { "导入模块中的所有函数": { "data": { "uuid": "python-5-42", "seg": [ [ [ "导入", "模块", "函数" ] ] ], "level": { "min": 0.08435087719298245, "max": 0.0843859649122807 }, "related_data": {} } } } ], "data": { "uuid": "python-4-62", "seg": [ [ [ "传递", "任意", "数量", "实参" ] ] ], "level": { "min": 0.08421052631578947, "max": 0.0843859649122807 }, "related_data": {} } } }, { "函数编写指南": { "data": { "uuid": "python-4-63", "seg": [ [ [ "函数", "编写", "指南" ] ] ], "level": { "min": 0.0843859649122807, "max": 0.08456140350877193 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_242096_229296@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "编写可接受任意数量参数的函数": { "data": { "uuid": "python-4-64", "seg": [ [ [ "编写", "接受", "任意", "数量", "参数", "函数", "数量参数" ] ] ], "level": { "min": 0.08456140350877193, "max": 0.08473684210526317 }, "related_data": {} } } }, { "编写只接受关键字参数的函数": { "data": { "uuid": "python-4-65", "seg": [ [ [ "编写", "接受", "关键字", "参数", "函数", "只接受", "关键字参数" ] ] ], "level": { "min": 0.08473684210526317, "max": 0.08491228070175438 }, "related_data": {} } } }, { "将元数据信息附加到函数参数上": { "data": { "uuid": "python-4-66", "seg": [ [ [ "将元", "数据", "信息", "附加", "函数参数", "数据信息" ] ] ], "level": { "min": 0.08491228070175438, "max": 0.08508771929824561 }, "related_data": {} } } }, { "从函数中返回多个值": { "data": { "uuid": "python-4-67", "seg": [ [ [ "函数", "返回", "值" ] ] ], "level": { "min": 0.08508771929824561, "max": 0.08526315789473685 }, "related_data": {} } } }, { "定义带有默认参数的函数": { "data": { "uuid": "python-4-68", "seg": [ [ [ "定义", "带有", "默认", "参数", "函数" ] ] ], "level": { "min": 0.08526315789473685, "max": 0.08543859649122808 }, "related_data": {} } } }, { "定义匿名或内联函数": { "data": { "uuid": "python-4-69", "seg": [ [ [ "定义", "匿名", "内联", "函数", "内联函数" ] ] ], "level": { "min": 0.08543859649122808, "max": 0.0856140350877193 }, "related_data": {} } } }, { "在匿名函数中绑定变量的值": { "data": { "uuid": "python-4-70", "seg": [ [ [ "匿名", "函数", "绑定", "变量", "值" ] ] ], "level": { "min": 0.0856140350877193, "max": 0.08578947368421053 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7400078_53347856@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "让带有N个参数的可调用对象以较少的参数形式调用": { "data": { "uuid": "python-4-71", "seg": [ [ [ "带有", "n", "参数", "调用", "对象", "较少", "形式", "参数形式" ] ] ], "level": { "min": 0.08578947368421053, "max": 0.08596491228070176 }, "related_data": {} } } }, { "用函数替代只有单个方法的类": { "data": { "uuid": "python-4-72", "seg": [ [ [ "函数", "单个", "方法", "类", "函数替代" ] ] ], "level": { "min": 0.08596491228070176, "max": 0.08614035087719299 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7412738_53364749@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "在回调函数中携带额外的状态": { "data": { "uuid": "python-4-73", "seg": [ [ [ "回调", "函数", "携带", "额外", "状态" ] ] ], "level": { "min": 0.08614035087719299, "max": 0.0863157894736842 }, "related_data": {} } } }, { "内联回调函数": { "data": { "uuid": "python-4-74", "seg": [ [ [ "内联", "回调", "函数" ] ] ], "level": { "min": 0.0863157894736842, "max": 0.08649122807017544 }, "related_data": {} } } }, { "访问定义在闭包内的变量": { "data": { "uuid": "python-4-75", "seg": [ [ [ "访问", "定义", "闭包", "变量" ] ] ], "level": { "min": 0.08649122807017544, "max": 0.08666666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-3-9", "seg": [ [ [ "函数" ] ] ], "level": { "min": 0.08, "max": 0.08666666666666667 }, "related_data": {} } } }, { "类": { "children": [ { "类定义class": { "data": { "uuid": "python-4-76", "seg": [ [ [ "类", "定义", "class" ] ] ], "level": { "min": 0.08666666666666667, "max": 0.08700000000000001 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1081340_1287004@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_740098_776347@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7445922_53424966@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_879250_1024477@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453557_53436261@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "1623521@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7047505@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7989030@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7718878@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5294908@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7956898@list@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8037077@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "作用域和命名空间": { "data": { "uuid": "python-4-77", "seg": [ [ [ "作用域" ], [ "命名", "空间", "命名空间" ] ] ], "level": { "min": 0.08700000000000001, "max": 0.08733333333333333 }, "related_data": {} } } }, { "对象": { "data": { "uuid": "python-4-78", "seg": [ [ [ "对象" ] ] ], "level": { "min": 0.08733333333333333, "max": 0.08766666666666667 }, "related_data": {} } } }, { "属性和方法": { "children": [ { "模拟数值类型": { "data": { "uuid": "python-5-43", "seg": [ [ [ "模拟", "数值", "类型", "数值类型" ] ] ], "level": { "min": 0.08766666666666667, "max": 0.08777777777777777 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7418328_53374253@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "字符串表示形式": { "data": { "uuid": "python-5-44", "seg": [ [ [ "字符串", "形式" ] ] ], "level": { "min": 0.08777777777777777, "max": 0.08788888888888889 }, "related_data": {} } } }, { "自定义的布尔值": { "data": { "uuid": "python-5-45", "seg": [ [ [ "自定义", "布尔值" ] ] ], "level": { "min": 0.08788888888888889, "max": 0.088 }, "related_data": {} } } } ], "data": { "uuid": "python-4-79", "seg": [ [ [ "属性" ], [ "方法" ] ] ], "level": { "min": 0.08766666666666667, "max": 0.088 }, "related_data": {} } } }, { "类编码风格": { "data": { "uuid": "python-4-80", "seg": [ [ [ "类", "编码", "风格", "编码风格" ] ] ], "level": { "min": 0.088, "max": 0.08833333333333333 }, "related_data": {} } } }, { "初探类": { "children": [ { "类定义语法": { "data": { "uuid": "python-5-46", "seg": [ [ [ "类", "定义", "语法", "定义语法" ] ] ], "level": { "min": 0.08833333333333333, "max": 0.08844444444444445 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_763325_821701@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "14229139@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "类对象": { "data": { "uuid": "python-5-47", "seg": [ [ [ "类", "对象" ] ] ], "level": { "min": 0.08844444444444445, "max": 0.08855555555555555 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_680405_532318@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "方法对象": { "data": { "uuid": "python-5-48", "seg": [ [ [ "方法", "对象", "方法对象" ] ] ], "level": { "min": 0.08855555555555555, "max": 0.08866666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-4-81", "seg": [ [ [ "初探", "类" ] ] ], "level": { "min": 0.08833333333333333, "max": 0.08866666666666667 }, "related_data": {} } } }, { "补充说明": { "data": { "uuid": "python-4-82", "seg": [ [ [ "补充" ] ] ], "level": { "min": 0.08866666666666667, "max": 0.089 }, "related_data": {} } } }, { "私有变量": { "data": { "uuid": "python-4-83", "seg": [ [ [ "私有", "变量" ] ] ], "level": { "min": 0.089, "max": 0.08933333333333333 }, "related_data": {} } } }, { "生成器表达式": { "data": { "uuid": "python-4-84", "seg": [ [ [ "生成器", "表达式" ] ] ], "level": { "min": 0.08933333333333333, "max": 0.08966666666666666 }, "related_data": {} } } }, { "类到底是什么": { "data": { "uuid": "python-4-85", "seg": [ [ [ "类", "到底是" ] ] ], "level": { "min": 0.08966666666666666, "max": 0.09 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7415829_53369414@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "创建自定义类": { "data": { "uuid": "python-4-86", "seg": [ [ [ "创建", "自定义", "类" ] ] ], "level": { "min": 0.09, "max": 0.09033333333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7449628_53431618@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "再谈隐藏": { "data": { "uuid": "python-4-87", "seg": [ [ [ "谈", "隐藏", "再谈" ] ] ], "level": { "min": 0.09033333333333333, "max": 0.09066666666666666 }, "related_data": {} } } }, { "类的命名空间": { "data": { "uuid": "python-4-88", "seg": [ [ [ "类", "命名", "空间", "命名空间" ] ] ], "level": { "min": 0.09066666666666666, "max": 0.091 }, "related_data": {} } } }, { "指定超类": { "data": { "uuid": "python-4-89", "seg": [ [ [ "指定", "超类" ] ] ], "level": { "min": 0.091, "max": 0.09133333333333332 }, "related_data": {} } } }, { "深入探讨继承": { "data": { "uuid": "python-4-90", "seg": [ [ [ "深入探讨", "继承" ] ] ], "level": { "min": 0.09133333333333332, "max": 0.09166666666666666 }, "related_data": {} } } }, { "多个超类": { "data": { "uuid": "python-4-91", "seg": [ [ [ "超类" ] ] ], "level": { "min": 0.09166666666666666, "max": 0.092 }, "related_data": {} } } }, { "接口和内省": { "children": [ { "Python文化中的接口和协议": { "data": { "uuid": "python-5-49", "seg": [ [ [ "python", "文化", "接口" ], [ "协议" ] ] ], "level": { "min": 0.092, "max": 0.09203333333333333 }, "related_data": {} } } }, { "Python喜欢序列": { "data": { "uuid": "python-5-50", "seg": [ [ [ "python", "喜欢", "序列" ] ] ], "level": { "min": 0.09203333333333333, "max": 0.09206666666666666 }, "related_data": {} } } }, { "使用猴子补丁在运行时实现协议": { "data": { "uuid": "python-5-51", "seg": [ [ [ "猴子", "补丁", "运行", "协议", "猴子补丁" ] ] ], "level": { "min": 0.09206666666666666, "max": 0.0921 }, "related_data": {} } } }, { "Alex Martelli的水禽": { "data": { "uuid": "python-5-52", "seg": [ [ [ "alex", "martelli", "水禽" ] ] ], "level": { "min": 0.0921, "max": 0.09213333333333333 }, "related_data": {} } } }, { "定义抽象基类的子类": { "data": { "uuid": "python-5-53", "seg": [ [ [ "定义", "抽象", "基类", "子类" ] ] ], "level": { "min": 0.09213333333333333, "max": 0.09216666666666666 }, "related_data": {} } } }, { "标准库中的抽象基类": { "data": { "uuid": "python-5-54", "seg": [ [ [ "标准", "库中", "抽象", "基类", "标准库中" ] ] ], "level": { "min": 0.09216666666666666, "max": 0.09219999999999999 }, "related_data": {} } } }, { "定义并使用一个抽象基类": { "data": { "uuid": "python-5-55", "seg": [ [ [ "定义", "抽象", "基类" ] ] ], "level": { "min": 0.09219999999999999, "max": 0.09223333333333332 }, "related_data": {} } } }, { "Tombola子类的测试方法": { "data": { "uuid": "python-5-56", "seg": [ [ [ "tombola", "子类", "测试方法" ] ] ], "level": { "min": 0.09223333333333332, "max": 0.09226666666666666 }, "related_data": {} } } }, { "Python使用register的方式": { "data": { "uuid": "python-5-57", "seg": [ [ [ "python", "register", "方式" ] ] ], "level": { "min": 0.09226666666666666, "max": 0.0923 }, "related_data": {} } } }, { "鹅的行为有可能像鸭子": { "data": { "uuid": "python-5-58", "seg": [ [ [ "鹅", "鸭子" ] ] ], "level": { "min": 0.0923, "max": 0.09233333333333332 }, "related_data": {} } } } ], "data": { "uuid": "python-4-92", "seg": [ [ [ "接口" ], [ "内省" ] ] ], "level": { "min": 0.092, "max": 0.09233333333333332 }, "related_data": {} } } }, { "抽象基类": { "data": { "uuid": "python-4-93", "seg": [ [ [ "抽象", "基类" ] ] ], "level": { "min": 0.09233333333333332, "max": 0.09266666666666666 }, "related_data": {} } } }, { "导入类": { "children": [ { "导入单个类": { "data": { "uuid": "python-5-59", "seg": [ [ [ "导入", "单个", "类" ] ] ], "level": { "min": 0.09266666666666666, "max": 0.09273333333333332 }, "related_data": {} } } }, { "在一个模块中存储多个类": { "data": { "uuid": "python-5-60", "seg": [ [ [ "模块", "存储", "类" ] ] ], "level": { "min": 0.09273333333333332, "max": 0.0928 }, "related_data": {} } } }, { "从一个模块中导入多个类": { "data": { "uuid": "python-5-61", "seg": [ [ [ "模块", "导入", "类" ] ] ], "level": { "min": 0.0928, "max": 0.09286666666666665 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_252189_251591@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "导入模块中的所有类": { "data": { "uuid": "python-5-62", "seg": [ [ [ "导入", "模块", "类" ] ] ], "level": { "min": 0.09286666666666665, "max": 0.09293333333333333 }, "related_data": {} } } }, { "自定义工作流程": { "data": { "uuid": "python-5-63", "seg": [ [ [ "自定义", "工作", "流程" ] ] ], "level": { "min": 0.09293333333333333, "max": 0.09299999999999999 }, "related_data": {} } } } ], "data": { "uuid": "python-4-94", "seg": [ [ [ "导入", "类" ] ] ], "level": { "min": 0.09266666666666666, "max": 0.09299999999999999 }, "related_data": {} } } }, { "Python标准库": { "data": { "uuid": "python-4-95", "seg": [ [ [ "python", "标准", "库", "标准库" ] ] ], "level": { "min": 0.09299999999999999, "max": 0.09333333333333332 }, "related_data": {} } } } ], "data": { "uuid": "python-3-10", "seg": [ [ [ "类" ] ] ], "level": { "min": 0.08666666666666667, "max": 0.09333333333333332 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_5649701_35331453@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7428863_53395321@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7445414_53424014@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "顺序语句结构": { "data": { "uuid": "python-3-11", "seg": [ [ [ "顺序", "语句", "结构", "顺序语句", "语句结构" ] ] ], "level": { "min": 0.09333333333333332, "max": 0.1 }, "related_data": {} } } }, { "条件和分支": { "children": [ { "if": { "children": [ { "if-else语句": { "data": { "uuid": "python-5-64", "seg": [ [ [ "if", "else", "语句" ] ] ], "level": { "min": 0.1, "max": 0.1001025641025641 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_841390_953092@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7454830_53437520@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448632_53428774@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7448004_53427974@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_757865_813520@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_848909_967254@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7416400_53370451@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_766225_825540@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_883811_1022933@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445436_53424026@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_675910_512355@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1056787_1253854@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_773134_836742@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_847150_967019@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1092618_1300982@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1099701_1314678@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7411471_53362479@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_379108_410922@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399547_53346859@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_724247_726239@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_932425_1068058@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_794736_884606@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_752756_806957@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "88953263@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "97901123@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52200586@selenium@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103665393@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "101271135@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6929552@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "4564037@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52456581@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "38852381@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7560298@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83384264@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7328060@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110674281@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7454173@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "97616059@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117260497@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7681718@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "99640419@scipy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118888712@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "2902@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6775783@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7536408@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80067491@tornado@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "if-elif-else结构": { "data": { "uuid": "python-5-65", "seg": [ [ [ "if", "elif", "else", "结构" ] ] ], "level": { "min": 0.1001025641025641, "max": 0.10020512820512821 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7453733_53436421@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "6956180@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "省略else代码块": { "data": { "uuid": "python-5-66", "seg": [ [ [ "省略", "else" ] ] ], "level": { "min": 0.10020512820512821, "max": 0.1003076923076923 }, "related_data": {} } } }, { "使用if语句处理列表": { "children": [ { "检查特殊元素": { "data": { "uuid": "python-6-16", "seg": [ [ [ "检查", "元素" ] ] ], "level": { "min": 0.1003076923076923, "max": 0.10035897435897437 }, "related_data": {} } } }, { "确定列表不是空的": { "data": { "uuid": "python-6-17", "seg": [ [ [ "列表", "空" ] ] ], "level": { "min": 0.10035897435897437, "max": 0.10041025641025642 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1102382_1316813@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448582_53428773@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441223_53417061@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455364_53438236@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7443998_53421914@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_700946_590283@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-5-67", "seg": [ [ [ "if语句", "列表" ] ] ], "level": { "min": 0.1003076923076923, "max": 0.10041025641025642 }, "related_data": {} } } }, { "设置if语句的格式": { "data": { "uuid": "python-5-68", "seg": [ [ [ "设置", "if语句", "格式" ] ] ], "level": { "min": 0.10041025641025642, "max": 0.10051282051282051 }, "related_data": {} } } } ], "data": { "uuid": "python-4-96", "seg": [ [ [ "if" ] ] ], "level": { "min": 0.1, "max": 0.10051282051282051 }, "related_data": {} } } }, { "elif": { "data": { "uuid": "python-4-97", "seg": [ [ [ "elif" ] ] ], "level": { "min": 0.10051282051282051, "max": 0.10102564102564103 }, "related_data": {} } } }, { "else": { "data": { "uuid": "python-4-98", "seg": [ [ [ "else" ] ] ], "level": { "min": 0.10102564102564103, "max": 0.10153846153846154 }, "related_data": {} } } }, { "条件判断": { "data": { "uuid": "python-4-99", "seg": [ [ [ "条件", "判断" ] ] ], "level": { "min": 0.10153846153846154, "max": 0.10205128205128206 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1055401_1252515@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438336_53411665@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7407819_53357994@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "这正是布尔值的用武之地": { "data": { "uuid": "python-4-100", "seg": [ [ [ "布尔值", "用武之地", "正是布尔值" ] ] ], "level": { "min": 0.10205128205128206, "max": 0.10256410256410256 }, "related_data": {} } } }, { "代码块嵌套": { "children": [ { "字典列表": { "data": { "uuid": "python-5-69", "seg": [ [ [ "字典", "列表", "字典列表" ] ] ], "level": { "min": 0.10256410256410256, "max": 0.10273504273504273 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7415456_53368934@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "在字典中存储列表": { "data": { "uuid": "python-5-70", "seg": [ [ [ "字典", "存储", "列表" ] ] ], "level": { "min": 0.10273504273504273, "max": 0.1029059829059829 }, "related_data": {} } } }, { "在字典中存储字典": { "data": { "uuid": "python-5-71", "seg": [ [ [ "字典", "存储" ] ] ], "level": { "min": 0.1029059829059829, "max": 0.10307692307692308 }, "related_data": {} } } } ], "data": { "uuid": "python-4-101", "seg": [ [ [ "嵌套" ] ] ], "level": { "min": 0.10256410256410256, "max": 0.10307692307692308 }, "related_data": {} } } }, { "检查是否相等": { "data": { "uuid": "python-4-102", "seg": [ [ [ "检查" ] ] ], "level": { "min": 0.10307692307692308, "max": 0.10358974358974359 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_376642_406658@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "检查是否相等时忽略大小写": { "data": { "uuid": "python-4-103", "seg": [ [ [ "检查", "大小写" ] ] ], "level": { "min": 0.10358974358974359, "max": 0.1041025641025641 }, "related_data": {} } } }, { "检查是否不相等": { "data": { "uuid": "python-4-104", "seg": [ [ [ "检查", "不相等" ] ] ], "level": { "min": 0.1041025641025641, "max": 0.10461538461538461 }, "related_data": {} } } }, { "数值比较": { "data": { "uuid": "python-4-105", "seg": [ [ [ "数值" ] ] ], "level": { "min": 0.10461538461538461, "max": 0.10512820512820513 }, "related_data": {} } } }, { "检查多个条件": { "data": { "uuid": "python-4-106", "seg": [ [ [ "检查", "条件" ] ] ], "level": { "min": 0.10512820512820513, "max": 0.10564102564102563 }, "related_data": {} } } }, { "检查特定值是否包含在列表中": { "data": { "uuid": "python-4-107", "seg": [ [ [ "检查", "特定", "值", "包含", "列表", "特定值" ] ] ], "level": { "min": 0.10564102564102563, "max": 0.10615384615384615 }, "related_data": {} } } }, { "布尔表达式": { "data": { "uuid": "python-4-108", "seg": [ [ [ "布尔", "表达式", "布尔表达式" ] ] ], "level": { "min": 0.10615384615384615, "max": 0.10666666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-3-12", "seg": [ [ [ "条件" ], [ "分支" ] ] ], "level": { "min": 0.1, "max": 0.10666666666666666 }, "related_data": {} } } }, { "循环": { "children": [ { "for": { "data": { "uuid": "python-4-109", "seg": [ [ [ "for" ] ] ], "level": { "min": 0.10666666666666666, "max": 0.1074074074074074 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_739187_772963@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7457653_53442038@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_815920_911626@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7441773_53418127@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7441736_53418025@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7424381_53385248@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1053214_1250580@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "51985021@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "41286@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7023709@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "41287@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82423213@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72811807@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7950944@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6030311@jython@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "while": { "data": { "uuid": "python-4-110", "seg": [ [ [ "while" ] ] ], "level": { "min": 0.1074074074074074, "max": 0.10814814814814815 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7414233_53366901@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7458395_53443193@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423828_53383996@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "break": { "data": { "uuid": "python-4-111", "seg": [ [ [ "break" ] ] ], "level": { "min": 0.10814814814814815, "max": 0.10888888888888888 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7459763_53444761@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7423850_53384014@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "continue": { "data": { "uuid": "python-4-112", "seg": [ [ [ "continue" ] ] ], "level": { "min": 0.10888888888888888, "max": 0.10962962962962962 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_665165_482711@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "循环判断": { "data": { "uuid": "python-4-113", "seg": [ [ [ "循环", "判断" ] ] ], "level": { "min": 0.10962962962962962, "max": 0.11037037037037037 }, "related_data": {} } } }, { "迭代字典": { "data": { "uuid": "python-4-114", "seg": [ [ [ "迭代", "字典" ] ] ], "level": { "min": 0.11037037037037037, "max": 0.1111111111111111 }, "related_data": {} } } }, { "一些迭代工具": { "data": { "uuid": "python-4-115", "seg": [ [ [ "迭代", "工具" ] ] ], "level": { "min": 0.1111111111111111, "max": 0.11185185185185184 }, "related_data": {} } } }, { "跳出循环": { "data": { "uuid": "python-4-116", "seg": [ [ [ "跳出", "循环" ] ] ], "level": { "min": 0.11185185185185184, "max": 0.11259259259259259 }, "related_data": {} } } }, { "循环中的else子句": { "data": { "uuid": "python-4-117", "seg": [ [ [ "循环", "else子句" ] ] ], "level": { "min": 0.11259259259259259, "max": 0.11333333333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1096794_1309415@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460330_53445438@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456888_53440982@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-3-13", "seg": [ [ [ "循环" ] ] ], "level": { "min": 0.10666666666666666, "max": 0.11333333333333333 }, "related_data": {} } } }, { "数据类型": { "children": [ { "整型": { "data": { "uuid": "python-4-118", "seg": [ [ [ "整型" ] ] ], "level": { "min": 0.11333333333333333, "max": 0.11368421052631579 }, "related_data": {} } } }, { "浮点型": { "data": { "uuid": "python-4-119", "seg": [ [ [ "浮点", "浮点型" ] ] ], "level": { "min": 0.11368421052631579, "max": 0.11403508771929824 }, "related_data": {} } } }, { "布尔型": { "data": { "uuid": "python-4-120", "seg": [ [ [ "布尔", "布尔型" ] ] ], "level": { "min": 0.11403508771929824, "max": 0.1143859649122807 }, "related_data": {} } } }, { "字符串": { "children": [ { "单引号字符串以及对引号转义": { "data": { "uuid": "python-5-72", "seg": [ [ [ "单引号", "字符串", "单引号字符串" ], [ "引号", "转义" ] ] ], "level": { "min": 0.1143859649122807, "max": 0.11441786283891547 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7442437_53419248@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "拼接字符串": { "data": { "uuid": "python-5-73", "seg": [ [ [ "拼接", "字符串" ] ] ], "level": { "min": 0.11441786283891547, "max": 0.11444976076555023 }, "related_data": {} } } }, { "字符串表示str和repr": { "data": { "uuid": "python-5-74", "seg": [ [ [ "字符串", "str" ], [ "repr" ] ] ], "level": { "min": 0.11444976076555023, "max": 0.114481658692185 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_664017_480720@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_867203_999671@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_748859_801039@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "89043481@django@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "长字符串、原始字符串和字节": { "data": { "uuid": "python-5-75", "seg": [ [ [ "长", "字符串" ], [ "原始", "字符串" ], [ "字节" ] ] ], "level": { "min": 0.114481658692185, "max": 0.11451355661881978 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_688858_555605@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "字符串基本操作": { "data": { "uuid": "python-5-76", "seg": [ [ [ "字符串", "基本操作", "字符串基本操作" ] ] ], "level": { "min": 0.11451355661881978, "max": 0.11454545454545455 }, "related_data": {} } } }, { "设置字符串的格式:精简版": { "children": [ { "替换字段名": { "data": { "uuid": "python-6-18", "seg": [ [ [ "替换", "字段名" ] ] ], "level": { "min": 0.11454545454545455, "max": 0.1145773524720893 }, "related_data": {} } } } ], "data": { "uuid": "python-5-77", "seg": [ [ [ "设置", "字符串", "格式" ] ], [ [ "精简版" ] ] ], "level": { "min": 0.11454545454545455, "max": 0.1145773524720893 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_753378_807824@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7432534_53401685@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "使用方法修改字符串的大小写": { "data": { "uuid": "python-5-78", "seg": [ [ [ "方法", "修改", "字符串", "大小写" ] ] ], "level": { "min": 0.1145773524720893, "max": 0.11460925039872408 }, "related_data": {} } } }, { "使用制表符或换行符来添加空白": { "data": { "uuid": "python-5-79", "seg": [ [ [ "制表符", "换行符", "添加", "空白" ] ] ], "level": { "min": 0.11460925039872408, "max": 0.11464114832535885 }, "related_data": {} } } }, { "删除空白": { "data": { "uuid": "python-5-80", "seg": [ [ [ "删除", "空白" ] ] ], "level": { "min": 0.11464114832535885, "max": 0.11467304625199362 }, "related_data": {} } } }, { "使用字符串时避免语法错误": { "data": { "uuid": "python-5-81", "seg": [ [ [ "字符串", "语法错误", "字符串时" ] ] ], "level": { "min": 0.11467304625199362, "max": 0.11470494417862838 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7405305_53354488@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1085239_1291888@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_770512_832351@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "字符串编码转换": { "children": [ { "使用encode方法编码": { "data": { "uuid": "python-6-19", "seg": [ [ [ "encode", "方法", "编码", "方法编码" ] ] ], "level": { "min": 0.11470494417862838, "max": 0.11472089314194577 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_776155_842988@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7432066_53401008@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "使用decode方法解码": { "data": { "uuid": "python-6-20", "seg": [ [ [ "decode", "方法", "解码", "方法解码" ] ] ], "level": { "min": 0.11472089314194577, "max": 0.11473684210526315 }, "related_data": {} } } } ], "data": { "uuid": "python-5-82", "seg": [ [ [ "字符串", "编码", "转换", "字符串编码" ] ] ], "level": { "min": 0.11470494417862838, "max": 0.11473684210526315 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7413318_53365216@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1072237_1274462@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-121", "seg": [ [ [ "字符串" ] ] ], "level": { "min": 0.1143859649122807, "max": 0.11473684210526315 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7457287_53441431@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409586_53360048@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "datetime --- 基本的日期和时间类型": { "data": { "uuid": "python-4-122", "seg": [ [ [ "datetime", "日期" ], [ "时间", "类型", "时间类型" ] ] ], "level": { "min": 0.11473684210526315, "max": 0.11508771929824561 }, "related_data": {} } } }, { "zoneinfo --- IANA时区支持": { "data": { "uuid": "python-4-123", "seg": [ [ [ "zoneinfo", "iana", "时区", "支持" ] ] ], "level": { "min": 0.11508771929824561, "max": 0.11543859649122806 }, "related_data": {} } } }, { "calendar --- 日历相关函数": { "data": { "uuid": "python-4-124", "seg": [ [ [ "calendar", "日历", "相关", "函数" ] ] ], "level": { "min": 0.11543859649122806, "max": 0.11578947368421053 }, "related_data": {} } } }, { "collections --- 容器数据类型": { "data": { "uuid": "python-4-125", "seg": [ [ [ "collections", "容器", "数据类型", "容器数据类型" ] ] ], "level": { "min": 0.11578947368421053, "max": 0.11614035087719297 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427488_53391953@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "collections.abc --- 容器的抽象基类": { "data": { "uuid": "python-4-126", "seg": [ [ [ "collections", "abc", "容器", "抽象", "基类" ] ] ], "level": { "min": 0.11614035087719297, "max": 0.11649122807017544 }, "related_data": {} } } }, { "heapq --- 堆队列算法": { "data": { "uuid": "python-4-127", "seg": [ [ [ "heapq", "堆", "队列", "算法", "队列算法" ] ] ], "level": { "min": 0.11649122807017544, "max": 0.11684210526315789 }, "related_data": {} } } }, { "bisect --- 数组二分查找算法": { "data": { "uuid": "python-4-128", "seg": [ [ [ "bisect", "数组", "查找", "算法" ] ] ], "level": { "min": 0.11684210526315789, "max": 0.11719298245614035 }, "related_data": {} } } }, { "array --- 高效的数值数组": { "data": { "uuid": "python-4-129", "seg": [ [ [ "array", "高效", "数值", "数组", "数值数组" ] ] ], "level": { "min": 0.11719298245614035, "max": 0.1175438596491228 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7418580_53374937@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "weakref --- 弱引用": { "data": { "uuid": "python-4-130", "seg": [ [ [ "weakref", "弱", "引用" ] ] ], "level": { "min": 0.1175438596491228, "max": 0.11789473684210526 }, "related_data": {} } } }, { "types --- 动态类型创建和内置类型名称": { "data": { "uuid": "python-4-131", "seg": [ [ [ "types", "动态", "类型", "创建", "动态类型" ], [ "内置", "类型", "名称", "内置类型", "类型名称" ] ] ], "level": { "min": 0.11789473684210526, "max": 0.11824561403508771 }, "related_data": {} } } }, { "copy --- 浅层 (shallow) 和深层 (deep) 复制操作": { "data": { "uuid": "python-4-132", "seg": [ [ [ "copy", "浅层", "shallow" ], [ "深层", "deep", "复制", "操作" ] ] ], "level": { "min": 0.11824561403508771, "max": 0.11859649122807017 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1078207_1282578@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "pprint --- 数据美化输出": { "data": { "uuid": "python-4-133", "seg": [ [ [ "pprint", "数据", "美化", "输出", "数据美化" ] ] ], "level": { "min": 0.11859649122807017, "max": 0.11894736842105262 }, "related_data": {} } } }, { "reprlib --- 另一种repr 实现": { "data": { "uuid": "python-4-134", "seg": [ [ [ "reprlib", "repr" ] ] ], "level": { "min": 0.11894736842105262, "max": 0.11929824561403508 }, "related_data": {} } } }, { "enum --- 对枚举的支持": { "data": { "uuid": "python-4-135", "seg": [ [ [ "enum", "枚举", "支持" ] ] ], "level": { "min": 0.11929824561403508, "max": 0.11964912280701753 }, "related_data": {} } } }, { "graphlib --- Functionality to operate with graph-like structures": { "data": { "uuid": "python-4-136", "seg": [ [ [ "graphlib", "functionality", "to", "operate", "with", "graph", "like", "structures" ] ] ], "level": { "min": 0.11964912280701753, "max": 0.12 }, "related_data": {} } } } ], "data": { "uuid": "python-3-14", "seg": [ [ [ "数据类型" ] ] ], "level": { "min": 0.11333333333333333, "max": 0.12 }, "related_data": {} } } }, { "内置类": { "children": [ { "列表:list": { "children": [ { "函数list": { "data": { "uuid": "python-5-83", "seg": [ [ [ "函数", "list" ] ] ], "level": { "min": 0.12, "max": 0.12007407407407407 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_870985_1002820@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409560_53360089@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7402779_53350929@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_3197981_21754921@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7412051_53363238@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7452168_53434075@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7430278_53397491@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1083226_1289402@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_710204_668138@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7400719_53348804@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7407261_53357106@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1028770_1223697@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414252_53366860@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399835_53347377@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_901219_1036985@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_908804_1043965@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_772768_836219@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442440_53419267@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_749205_801578@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7440309_53415442@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_761384_818799@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7429567_53396463@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097551_1311170@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_645394_447089@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7408534_53358673@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7416051_53369693@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1102752_1317179@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_772861_836307@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_765896_1153176@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_742986_786245@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_691057_562600@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_965028_1116800@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_176734_59508@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_176701_59297@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7447554_53427447@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1081687_1287403@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_676117_513805@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_763296_821650@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_160683_28645@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_886560_1025973@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_917692_1053699@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1059425_1256731@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1094581_1304954@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "82629406@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "27179607@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "56280514@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "91895869@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "46313709@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "94428000@list@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8444678@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "94719541@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50036615@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80627428@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112566277@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53433373@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52601578@list@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7784901@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7524006@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83688591@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53637397@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83618306@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50676393@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6898473@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79597236@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "41284@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8088128@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112596608@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "16370069@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "885588@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53485729@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5952502@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8662011@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1665027@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7673703@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6600232@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7381478@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7398008@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "2895@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6300025@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51178378@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84030285@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7460142@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7576622@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7566799@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82155032@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109997700@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84875070@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118907844@tornado@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118907844@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8092327@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6850203@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7610732@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6571768@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6677493@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "17337375@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7931943@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6758129@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6678653@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5567460@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6936325@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7584252@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6651159@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6771121@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52305769@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7312481@list@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "74959780@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7279742@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50628197@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6661667@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80561633@list@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "23297441@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51576319@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88020157@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7195399@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "4476333@list@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51298276@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6299113@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8095118@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6528872@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7562324@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "4166598@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89981692@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82658622@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90049021@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7558979@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7687983@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7401327@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7365493@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "47110813@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7160071@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6251879@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6102015@list@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84900018@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7642655@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7362868@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6858634@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6314073@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7294254@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6645244@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52871884@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6289712@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7474367@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7551609@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7723251@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7697916@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "3849143@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "55211722@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6727334@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6671548@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7286332@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7560294@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7489639@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6671904@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8042883@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7357232@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7289736@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "44830761@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90382901@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6904205@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104068083@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6950881@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7685169@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7610745@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79759081@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7654607@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6705108@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "42273197@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1637776@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7605367@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6568583@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6638405@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7520896@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7720666@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7664165@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7416547@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7634185@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79302315@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81913729@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6051812@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8000456@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6126712@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118864195@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118073820@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7264154@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "43775127@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7209982@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7959647@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7434615@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6950917@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7090033@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7488780@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7596034@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7732931@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108275987@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7719228@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84842418@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51123214@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7956908@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7701259@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7096460@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7608365@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118775297@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6595744@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7298748@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6599065@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7296930@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86501905@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8050426@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6638494@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7012708@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7804165@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7563445@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118861026@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "67649210@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79167743@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7385161@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6705331@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7109500@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7518388@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6358615@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "11762873@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7693625@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "17009641@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6985431@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8012992@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5963256@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "基本的列表操作": { "children": [ { "遍历整个列表": { "children": [ { "深入研究循环": { "data": { "uuid": "python-7-0", "seg": [ [ [ "深入研究", "循环" ] ] ], "level": { "min": 0.12007407407407407, "max": 0.12008024691358024 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451844_53433470@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_749509_802037@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455772_53439093@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413842_53366100@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450557_53431394@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7441381_53417526@8", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "在for循环中执行更多操作": { "data": { "uuid": "python-7-1", "seg": [ [ [ "for循环", "执行", "操作" ] ] ], "level": { "min": 0.12008024691358024, "max": 0.12008641975308641 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451358_53432555@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7398246_53344202@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_647098_450186@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7411099_53361864@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_232125_204714@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451500_53432784@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_692855_568949@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7432819_53402401@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_694829_575823@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_700844_590049@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1093121_1302224@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "在for循环结束后执行一些操作": { "data": { "uuid": "python-7-2", "seg": [ [ [ "for循环", "结束", "执行", "操作" ] ] ], "level": { "min": 0.12008641975308641, "max": 0.12009259259259258 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_760546_817497@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-6-21", "seg": [ [ [ "遍历", "列表" ] ] ], "level": { "min": 0.12007407407407407, "max": 0.12009259259259258 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1022125_1215082@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "避免缩进错误": { "children": [ { "忘记缩进": { "data": { "uuid": "python-7-3", "seg": [ [ [ "忘记", "缩进" ] ] ], "level": { "min": 0.12009259259259258, "max": 0.12009629629629628 }, "related_data": {} } } }, { "忘记缩进额外的代码行": { "data": { "uuid": "python-7-4", "seg": [ [ [ "忘记", "缩进", "额外" ] ] ], "level": { "min": 0.12009629629629628, "max": 0.1201 }, "related_data": {} } } }, { "不必要的缩进": { "data": { "uuid": "python-7-5", "seg": [ [ [ "不必要", "缩进" ] ] ], "level": { "min": 0.1201, "max": 0.1201037037037037 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427194_53391458@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7400959_53348901@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "循环后不必要的缩进": { "data": { "uuid": "python-7-6", "seg": [ [ [ "循环", "不必要", "缩进" ] ] ], "level": { "min": 0.1201037037037037, "max": 0.12010740740740741 }, "related_data": {} } } }, { "遗漏了冒号": { "data": { "uuid": "python-7-7", "seg": [ [ [ "遗漏", "冒号" ] ] ], "level": { "min": 0.12010740740740741, "max": 0.12011111111111111 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7465009_53451741@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-6-22", "seg": [ [ [ "缩进" ] ] ], "level": { "min": 0.12009259259259258, "max": 0.12011111111111111 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_754462_809455@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455898_53439231@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "创建数值列表": { "children": [ { "使用range创建数字列表": { "data": { "uuid": "python-7-8", "seg": [ [ [ "range", "创建", "数字", "列表", "数字列表" ] ] ], "level": { "min": 0.12011111111111111, "max": 0.12011728395061728 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_762209_820315@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429457_53397639@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7446695_53426240@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_817083_913308@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7449305_53429379@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7407342_53357229@8", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "对数字列表执行简单的统计计算": { "data": { "uuid": "python-7-9", "seg": [ [ [ "数字", "列表", "执行", "统计", "计算", "数字列表" ] ] ], "level": { "min": 0.12011728395061728, "max": 0.12012345679012346 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7434106_53404460@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447238_53426785@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1068621_1269510@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "列表解析": { "data": { "uuid": "python-7-10", "seg": [ [ [ "列表", "解析" ] ] ], "level": { "min": 0.12012345679012346, "max": 0.12012962962962963 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1093959_1303896@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_741669_782107@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1089404_1295981@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_763584_822125@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7429587_53396485@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441309_53417231@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441358_53417461@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1053059_1250376@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1064935_1263974@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_748934_801168@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7433139_53402989@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_241267_227033@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444083_53421947@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7453654_53436347@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430448_53397533@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1378341_28990833@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_818524_913910@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7430477_53397632@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456175_53439608@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7434073_53404411@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_758680_814686@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_716914_709985@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7395949_53340590@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7455269_53438879@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_768194_828193@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7446793_53426343@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444477_53422913@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7461685_53446872@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430262_53397352@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7417589_53372953@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445532_53424328@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_4645010_29327094@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753681_808348@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7461322_53446411@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1101553_1316071@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_741401_781193@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7396739_53340907@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7409302_53359676@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399315_53346360@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409371_53359778@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7462016_53447317@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460376_53445480@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408254_53358684@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429816_53396753@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_766385_825609@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7432606_53402009@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7411937_53363062@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_750386_803435@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_771784_834502@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7418573_53375062@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7424061_53384560@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4645068_29327264@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_715199_707427@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7458606_53443292@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1094540_1304926@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1080506_1285776@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7453500_53436229@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_716678_709553@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "117126837@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109713022@python@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-6-23", "seg": [ [ [ "创建", "数值", "列表", "数值列表" ] ] ], "level": { "min": 0.12011111111111111, "max": 0.12012962962962963 }, "related_data": {} } } }, { "设置代码格式": { "children": [ { "格式设置指南": { "data": { "uuid": "python-7-11", "seg": [ [ [ "格式", "设置", "指南" ] ] ], "level": { "min": 0.12012962962962963, "max": 0.12013425925925926 }, "related_data": {} } } }, { "行长": { "data": { "uuid": "python-7-12", "seg": [ [ [ "行长" ] ] ], "level": { "min": 0.12013425925925926, "max": 0.12013888888888888 }, "related_data": {} } } }, { "空行": { "data": { "uuid": "python-7-13", "seg": [ [ [ "空行" ] ] ], "level": { "min": 0.12013888888888888, "max": 0.12014351851851851 }, "related_data": {} } } }, { "其他格式设置指南": { "data": { "uuid": "python-7-14", "seg": [ [ [ "格式", "设置", "指南" ] ] ], "level": { "min": 0.12014351851851851, "max": 0.12014814814814814 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7430600_53397732@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426225_53389136@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1091774_1301238@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7405981_53355443@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1052495_1250096@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7434856_53405719@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426255_53390683@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4646908_29330843@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7437552_53410492@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_679897_528257@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_700781_591666@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_768659_828961@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7429595_53396500@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_764103_822759@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7424915_53386161@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "90273713@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-6-24", "seg": [ [ [ "设置", "格式", "代码格式" ] ] ], "level": { "min": 0.12012962962962963, "max": 0.12014814814814814 }, "related_data": {} } } } ], "data": { "uuid": "python-5-84", "seg": [ [ [ "列表", "操作" ] ] ], "level": { "min": 0.12007407407407407, "max": 0.12014814814814814 }, "related_data": {} } } }, { "列表方法": { "data": { "uuid": "python-5-85", "seg": [ [ [ "列表", "方法", "列表方法" ] ] ], "level": { "min": 0.12014814814814814, "max": 0.12022222222222222 }, "related_data": {} } } }, { "列表数据类型": { "data": { "uuid": "python-5-86", "seg": [ [ [ "列表", "数据类型", "列表数据类型" ] ] ], "level": { "min": 0.12022222222222222, "max": 0.12029629629629629 }, "related_data": {} } } }, { "增强的赋值操作": { "data": { "uuid": "python-5-87", "seg": [ [ [ "增强", "赋值", "操作" ] ] ], "level": { "min": 0.12029629629629629, "max": 0.12037037037037036 }, "related_data": {} } } }, { "序列数据类型": { "data": { "uuid": "python-5-88", "seg": [ [ [ "序列", "数据类型", "序列数据类型" ] ] ], "level": { "min": 0.12037037037037036, "max": 0.12044444444444444 }, "related_data": {} } } }, { "引用": { "data": { "uuid": "python-5-89", "seg": [ [ [ "引用" ] ] ], "level": { "min": 0.12044444444444444, "max": 0.12051851851851851 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7409921_53360433@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "访问列表元素": { "data": { "uuid": "python-5-90", "seg": [ [ [ "访问", "列表", "元素", "列表元素" ] ] ], "level": { "min": 0.12051851851851851, "max": 0.12059259259259258 }, "related_data": {} } } }, { "索引从0而不是1开始": { "data": { "uuid": "python-5-91", "seg": [ [ [ "索引" ] ] ], "level": { "min": 0.12059259259259258, "max": 0.12066666666666666 }, "related_data": {} } } }, { "使用列表中的各个值": { "data": { "uuid": "python-5-92", "seg": [ [ [ "列表", "值" ] ] ], "level": { "min": 0.12066666666666666, "max": 0.12074074074074073 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7435482_53406191@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "遍历切片": { "data": { "uuid": "python-5-93", "seg": [ [ [ "遍历", "切片" ] ] ], "level": { "min": 0.12074074074074073, "max": 0.1208148148148148 }, "related_data": {} } } }, { "复制列表": { "data": { "uuid": "python-5-94", "seg": [ [ [ "复制", "列表" ] ] ], "level": { "min": 0.1208148148148148, "max": 0.12088888888888888 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7415142_53368444@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "列表的创建和删除": { "data": { "uuid": "python-5-95", "seg": [ [ [ "列表", "创建" ], [ "删除" ] ] ], "level": { "min": 0.12088888888888888, "max": 0.12096296296296295 }, "related_data": {} } } }, { "对列表进行统计计算": { "data": { "uuid": "python-5-96", "seg": [ [ [ "列表", "统计", "计算" ] ] ], "level": { "min": 0.12096296296296295, "max": 0.12103703703703703 }, "related_data": {} } } }, { "对列表进行排序": { "data": { "uuid": "python-5-97", "seg": [ [ [ "列表", "排序" ] ] ], "level": { "min": 0.12103703703703703, "max": 0.1211111111111111 }, "related_data": {} } } } ], "data": { "uuid": "python-4-137", "seg": [ [ [ "列表" ] ], [ [ "list" ] ] ], "level": { "min": 0.12, "max": 0.1211111111111111 }, "related_data": {} } } }, { "字典:dict": { "children": [ { "访问字典中的值": { "data": { "uuid": "python-5-98", "seg": [ [ [ "访问", "字典", "值" ] ] ], "level": { "min": 0.1211111111111111, "max": 0.12122222222222222 }, "related_data": {} } } }, { "添加键值对": { "data": { "uuid": "python-5-99", "seg": [ [ [ "添加", "键值" ] ] ], "level": { "min": 0.12122222222222222, "max": 0.12133333333333332 }, "related_data": {} } } }, { "先创建一个空字典": { "data": { "uuid": "python-5-100", "seg": [ [ [ "创建", "空", "字典", "先创建", "空字典" ] ] ], "level": { "min": 0.12133333333333332, "max": 0.12144444444444444 }, "related_data": {} } } }, { "修改字典中的值": { "data": { "uuid": "python-5-101", "seg": [ [ [ "修改", "字典", "值" ] ] ], "level": { "min": 0.12144444444444444, "max": 0.12155555555555554 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1064919_1263993@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1099146_1314080@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "删除键值对": { "data": { "uuid": "python-5-102", "seg": [ [ [ "删除", "键值" ] ] ], "level": { "min": 0.12155555555555554, "max": 0.12166666666666666 }, "related_data": {} } } }, { "由类似对象组成的字典": { "data": { "uuid": "python-5-103", "seg": [ [ [ "类似", "对象", "字典" ] ] ], "level": { "min": 0.12166666666666666, "max": 0.12177777777777778 }, "related_data": {} } } }, { "使用get来访问值": { "data": { "uuid": "python-5-104", "seg": [ [ [ "get", "访问", "值" ] ] ], "level": { "min": 0.12177777777777778, "max": 0.12188888888888888 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7441350_53417429@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435736_53406637@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_731475_748888@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "117511301@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "39929091@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84848341@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "遍历字典": { "children": [ { "遍历所有键值对": { "data": { "uuid": "python-6-25", "seg": [ [ [ "遍历", "键值" ] ] ], "level": { "min": 0.12188888888888888, "max": 0.12191666666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_762808_821150@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423793_53383990@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_766365_825588@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1092742_1301100@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7441453_53419144@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_767958_827776@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_647879_452198@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_669456_490997@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413422_53365331@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447092_53426742@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "遍历字典中的所有键": { "data": { "uuid": "python-6-26", "seg": [ [ [ "遍历", "字典", "键" ] ] ], "level": { "min": 0.12191666666666666, "max": 0.12194444444444444 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7425633_53387203@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443679_53420857@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "按特定顺序遍历字典中的所有键": { "data": { "uuid": "python-6-27", "seg": [ [ [ "特定", "顺序", "遍历", "字典", "键", "特定顺序" ] ] ], "level": { "min": 0.12194444444444444, "max": 0.12197222222222222 }, "related_data": {} } } }, { "遍历字典中的所有值": { "data": { "uuid": "python-6-28", "seg": [ [ [ "遍历", "字典", "值" ] ] ], "level": { "min": 0.12197222222222222, "max": 0.122 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_3197613_21755052@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431926_53400617@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_651138_458140@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451387_53432606@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_684951_543942@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1102303_1316694@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7406021_53355454@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7435824_53406808@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7447868_53427826@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7396926_53342086@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_5720482_35405153@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_356757_372792@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426724_53390572@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459534_53444479@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_751810_805589@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433141_53402949@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414534_53367363@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7454181_53436871@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7440863_53416608@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7443124_53420250@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7424703_53385890@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_720236_714663@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7446916_53426667@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459511_53444506@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7395300_53337633@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_759934_816448@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7431644_53400163@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1094633_1305020@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-5-105", "seg": [ [ [ "遍历", "字典" ] ] ], "level": { "min": 0.12188888888888888, "max": 0.122 }, "related_data": {} } } }, { "访问字典": { "data": { "uuid": "python-5-106", "seg": [ [ [ "访问", "字典" ] ] ], "level": { "min": 0.122, "max": 0.1221111111111111 }, "related_data": {} } } }, { "字典推导式": { "data": { "uuid": "python-5-107", "seg": [ [ [ "字典", "推导" ] ] ], "level": { "min": 0.1221111111111111, "max": 0.12222222222222222 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_877535_1014317@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-138", "seg": [ [ [ "字典" ] ], [ [ "dict" ] ] ], "level": { "min": 0.1211111111111111, "max": 0.12222222222222222 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_769878_831113@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_863836_996313@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7424720_53385912@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "元组:tuple": { "children": [ { "定义元组": { "data": { "uuid": "python-5-108", "seg": [ [ [ "定义", "元组", "定义元组" ] ] ], "level": { "min": 0.12222222222222222, "max": 0.12240740740740741 }, "related_data": {} } } }, { "遍历元组中的所有值": { "data": { "uuid": "python-5-109", "seg": [ [ [ "遍历", "元组", "值" ] ] ], "level": { "min": 0.12240740740740741, "max": 0.12259259259259259 }, "related_data": {} } } }, { "修改元组变量": { "data": { "uuid": "python-5-110", "seg": [ [ [ "修改", "元组", "变量" ] ] ], "level": { "min": 0.12259259259259259, "max": 0.12277777777777776 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1065408_1264598@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "访问元组元素": { "data": { "uuid": "python-5-111", "seg": [ [ [ "访问", "元组", "元素", "元组元素" ] ] ], "level": { "min": 0.12277777777777776, "max": 0.12296296296296295 }, "related_data": {} } } }, { "修改元组": { "data": { "uuid": "python-5-112", "seg": [ [ [ "修改", "元组" ] ] ], "level": { "min": 0.12296296296296295, "max": 0.12314814814814815 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7435305_53405810@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7446014_53425068@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7422270_53379677@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "元组推导式": { "data": { "uuid": "python-5-113", "seg": [ [ [ "元组", "推导" ] ] ], "level": { "min": 0.12314814814814815, "max": 0.12333333333333332 }, "related_data": {} } } } ], "data": { "uuid": "python-4-139", "seg": [ [ [ "元组" ] ], [ [ "tuple" ] ] ], "level": { "min": 0.12222222222222222, "max": 0.12333333333333332 }, "related_data": {} } } }, { "集合:set": { "children": [ { "创建集合": { "data": { "uuid": "python-5-114", "seg": [ [ [ "创建", "集合" ] ] ], "level": { "min": 0.12333333333333332, "max": 0.12388888888888888 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_672899_499852@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_198895_115731@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_651400_458597@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "35787253@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51145788@list@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "93632933@list@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109210683@list@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72566485@list@python", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "集合的交集、并集和差集运算": { "data": { "uuid": "python-5-115", "seg": [ [ [ "集合", "交集" ], [ "并集" ], [ "差集", "运算" ] ] ], "level": { "min": 0.12388888888888888, "max": 0.12444444444444443 }, "related_data": {} } } } ], "data": { "uuid": "python-4-140", "seg": [ [ [ "集合" ] ], [ [ "set" ] ] ], "level": { "min": 0.12333333333333332, "max": 0.12444444444444443 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1092395_1300302@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "54960432@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "整型:int": { "data": { "uuid": "python-4-141", "seg": [ [ [ "整型" ] ], [ [ "int" ] ] ], "level": { "min": 0.12444444444444443, "max": 0.12555555555555553 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1052099_1249646@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769661_830731@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7398663_53345095@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "6839453@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "字符串:str": { "data": { "uuid": "python-4-142", "seg": [ [ [ "字符串" ] ], [ [ "str" ] ] ], "level": { "min": 0.12555555555555553, "max": 0.12666666666666665 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_193318_98326@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_661411_476399@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_766312_825514@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_679005_524784@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_678600_523075@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_747787_799358@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-3-15", "seg": [ [ [ "内置", "类", "内置类" ] ] ], "level": { "min": 0.12, "max": 0.12666666666666665 }, "related_data": {} } } }, { "常用内置函数": { "children": [ { "help": { "data": { "uuid": "python-4-143", "seg": [ [ [ "help" ] ] ], "level": { "min": 0.12666666666666665, "max": 0.12717948717948716 }, "related_data": {} } } }, { "input": { "data": { "uuid": "python-4-144", "seg": [ [ [ "input" ] ] ], "level": { "min": 0.12717948717948716, "max": 0.1276923076923077 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_188429_86313@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_252097_316193@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "print": { "data": { "uuid": "python-4-145", "seg": [ [ [ "print" ] ] ], "level": { "min": 0.1276923076923077, "max": 0.1282051282051282 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455066_53437800@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_716528_709342@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456892_53440977@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7429896_53396882@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_945649_1085945@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_6674118_47207136@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460641_53445738@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_737912_768666@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7415478_53368947@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_751732_805437@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7398245_53344199@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_651901_459461@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7428431_53394173@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "81154912@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "range": { "data": { "uuid": "python-4-146", "seg": [ [ [ "range" ] ] ], "level": { "min": 0.1282051282051282, "max": 0.1287179487179487 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7463060_53448838@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408874_53359118@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445781_53424617@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1050452_1247618@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_643811_443944@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "format": { "data": { "uuid": "python-4-147", "seg": [ [ [ "for", "mat" ] ] ], "level": { "min": 0.1287179487179487, "max": 0.12923076923076923 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_701347_591060@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431781_53400326@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7431499_53399850@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_779718_848155@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_786559_902672@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_651597_459028@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79848808@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "96306852@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107225198@pip@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "len": { "data": { "uuid": "python-4-148", "seg": [ [ [ "len" ] ] ], "level": { "min": 0.12923076923076923, "max": 0.12974358974358974 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428691_53394796@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "sorted": { "data": { "uuid": "python-4-149", "seg": [ [ [ "sorted" ] ] ], "level": { "min": 0.12974358974358974, "max": 0.13025641025641024 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_783002_854183@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_832031_933916@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1055457_1252607@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1052748_1250156@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1031310_1226497@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "open": { "data": { "uuid": "python-4-150", "seg": [ [ [ "open" ] ] ], "level": { "min": 0.13025641025641024, "max": 0.13076923076923075 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_768353_828888@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "dir": { "data": { "uuid": "python-4-151", "seg": [ [ [ "dir" ] ] ], "level": { "min": 0.13076923076923075, "max": 0.13128205128205128 }, "related_data": {} } } }, { "enumerate/zip": { "data": { "uuid": "python-4-152", "seg": [ [ [ "enumerate", "zip" ] ] ], "level": { "min": 0.13128205128205128, "max": 0.1317948717948718 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7454164_53436851@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1057819_1254926@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_238378_220208@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "51648388@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "type/isinstance": { "data": { "uuid": "python-4-153", "seg": [ [ [ "type", "isinstance" ] ] ], "level": { "min": 0.1317948717948718, "max": 0.1323076923076923 }, "related_data": {} } } }, { "min/max/sum": { "data": { "uuid": "python-4-154", "seg": [ [ [ "min", "max", "sum" ] ] ], "level": { "min": 0.1323076923076923, "max": 0.13282051282051283 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1104806_29328164@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7453952_53436606@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_748289_800185@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "abs/round/pow/divmod": { "data": { "uuid": "python-4-155", "seg": [ [ [ "abs", "round", "pow", "divmod" ] ] ], "level": { "min": 0.13282051282051283, "max": 0.13333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-16", "seg": [ [ [ "内置", "函数", "内置函数" ] ] ], "level": { "min": 0.12666666666666665, "max": 0.13333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-2-1", "seg": [ [ [ "基础", "语法", "基础语法" ] ] ], "level": { "min": 0.06666666666666667, "max": 0.13333333333333333 }, "related_data": {} } } }, { "进阶语法": { "children": [ { "列表推导式": { "data": { "uuid": "python-3-17", "seg": [ [ [ "列表", "推导" ] ] ], "level": { "min": 0.13333333333333333, "max": 0.14 }, "related_data": {} } } }, { "三元表达式": { "children": [ { "算术转换": { "data": { "uuid": "python-4-156", "seg": [ [ [ "算术", "转换" ] ] ], "level": { "min": 0.14, "max": 0.14044444444444446 }, "related_data": {} } } }, { "原子": { "data": { "uuid": "python-4-157", "seg": [ [ [ "原子" ] ] ], "level": { "min": 0.14044444444444446, "max": 0.1408888888888889 }, "related_data": {} } } }, { "原型": { "data": { "uuid": "python-4-158", "seg": [ [ [ "原型" ] ] ], "level": { "min": 0.1408888888888889, "max": 0.14133333333333334 }, "related_data": {} } } }, { "await表达式": { "data": { "uuid": "python-4-159", "seg": [ [ [ "await", "表达式" ] ] ], "level": { "min": 0.14133333333333334, "max": 0.14177777777777778 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7429286_53395904@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7454620_53437292@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7440469_53415733@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "幂运算符": { "data": { "uuid": "python-4-160", "seg": [ [ [ "幂", "运算符", "幂运算符" ] ] ], "level": { "min": 0.14177777777777778, "max": 0.14222222222222222 }, "related_data": {} } } }, { "一元算术和位运算": { "data": { "uuid": "python-4-161", "seg": [ [ [ "算术" ], [ "位", "运算" ] ] ], "level": { "min": 0.14222222222222222, "max": 0.14266666666666666 }, "related_data": {} } } }, { "二元算术运算符": { "data": { "uuid": "python-4-162", "seg": [ [ [ "算术", "运算符", "算术运算符" ] ] ], "level": { "min": 0.14266666666666666, "max": 0.1431111111111111 }, "related_data": {} } } }, { "移位运算": { "data": { "uuid": "python-4-163", "seg": [ [ [ "移位", "运算" ] ] ], "level": { "min": 0.1431111111111111, "max": 0.14355555555555558 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_242494_229867@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "8240407@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "比较运算": { "data": { "uuid": "python-4-164", "seg": [ [ [ "运算", "比较运算" ] ] ], "level": { "min": 0.14355555555555558, "max": 0.14400000000000002 }, "related_data": {} } } }, { "布尔运算": { "data": { "uuid": "python-4-165", "seg": [ [ [ "布尔运算" ] ] ], "level": { "min": 0.14400000000000002, "max": 0.14444444444444446 }, "related_data": {} } } }, { "赋值表达式": { "data": { "uuid": "python-4-166", "seg": [ [ [ "赋值", "表达式", "赋值表达式" ] ] ], "level": { "min": 0.14444444444444446, "max": 0.1448888888888889 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427152_53391294@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "条件表达式": { "data": { "uuid": "python-4-167", "seg": [ [ [ "条件", "表达式", "条件表达式" ] ] ], "level": { "min": 0.1448888888888889, "max": 0.14533333333333334 }, "related_data": {} } } }, { "表达式列表": { "data": { "uuid": "python-4-168", "seg": [ [ [ "表达式", "列表", "表达式列表" ] ] ], "level": { "min": 0.14533333333333334, "max": 0.14577777777777778 }, "related_data": {} } } }, { "求值顺序": { "data": { "uuid": "python-4-169", "seg": [ [ [ "求值", "顺序" ] ] ], "level": { "min": 0.14577777777777778, "max": 0.14622222222222223 }, "related_data": {} } } }, { "运算符优先级": { "data": { "uuid": "python-4-170", "seg": [ [ [ "运算符", "优先级" ] ] ], "level": { "min": 0.14622222222222223, "max": 0.14666666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-3-18", "seg": [ [ [ "表达式" ] ] ], "level": { "min": 0.14, "max": 0.14666666666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7464708_53451239@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "断言": { "data": { "uuid": "python-3-19", "seg": [ [ [ "断言" ] ] ], "level": { "min": 0.14666666666666667, "max": 0.15333333333333332 }, "related_data": {} } } }, { "with-as": { "data": { "uuid": "python-3-20", "seg": [ [ [ "with", "as" ] ] ], "level": { "min": 0.15333333333333332, "max": 0.16 }, "related_data": {} } } }, { "异常捕获预处理": { "children": [ { "try-catch-finally": { "data": { "uuid": "python-4-171", "seg": [ [ [ "try", "catch", "finally" ] ] ], "level": { "min": 0.16, "max": 0.16333333333333333 }, "related_data": {} } } }, { "异常捕获": { "data": { "uuid": "python-4-172", "seg": [ [ [ "异常", "捕获", "异常捕获" ] ] ], "level": { "min": 0.16333333333333333, "max": 0.16666666666666669 }, "related_data": {} } } } ], "data": { "uuid": "python-3-21", "seg": [ [ [ "异常", "捕获", "预处理", "异常捕获" ] ] ], "level": { "min": 0.16, "max": 0.16666666666666669 }, "related_data": {} } } }, { "字符串方法": { "children": [ { "find": { "data": { "uuid": "python-4-173", "seg": [ [ [ "find" ] ] ], "level": { "min": 0.16666666666666669, "max": 0.1672727272727273 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7414406_53370177@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1070595_1272030@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_773454_837139@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7397460_53342451@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_756303_811516@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "99778898@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "index": { "data": { "uuid": "python-4-174", "seg": [ [ [ "index" ] ] ], "level": { "min": 0.1672727272727273, "max": 0.1678787878787879 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7426160_53388904@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_156319_18775@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_730782_746735@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447625_53427546@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "55258957@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "join": { "data": { "uuid": "python-4-175", "seg": [ [ [ "join" ] ] ], "level": { "min": 0.1678787878787879, "max": 0.1684848484848485 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1094906_1305693@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7398798_53345374@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "lower": { "data": { "uuid": "python-4-176", "seg": [ [ [ "lower" ] ] ], "level": { "min": 0.1684848484848485, "max": 0.1690909090909091 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455679_53438991@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_696148_579463@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "replace": { "data": { "uuid": "python-4-177", "seg": [ [ [ "replace" ] ] ], "level": { "min": 0.1690909090909091, "max": 0.1696969696969697 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7449369_53429413@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097173_1310348@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "split": { "data": { "uuid": "python-4-178", "seg": [ [ [ "split" ] ] ], "level": { "min": 0.1696969696969697, "max": 0.17030303030303032 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_668566_488981@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_4645435_29328032@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_662699_478417@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "strip": { "data": { "uuid": "python-4-179", "seg": [ [ [ "strip" ] ] ], "level": { "min": 0.17030303030303032, "max": 0.17090909090909093 }, "related_data": {} } } }, { "translate": { "data": { "uuid": "python-4-180", "seg": [ [ [ "translate" ] ] ], "level": { "min": 0.17090909090909093, "max": 0.17151515151515154 }, "related_data": {} } } }, { "upper": { "data": { "uuid": "python-4-181", "seg": [ [ [ "upper" ] ] ], "level": { "min": 0.17151515151515154, "max": 0.17212121212121212 }, "related_data": {} } } }, { "center": { "data": { "uuid": "python-4-182", "seg": [ [ [ "center" ] ] ], "level": { "min": 0.17212121212121212, "max": 0.17272727272727273 }, "related_data": {} } } }, { "判断字符串是否满足特定的条件": { "data": { "uuid": "python-4-183", "seg": [ [ [ "判断", "字符串", "特定", "条件" ] ] ], "level": { "min": 0.17272727272727273, "max": 0.17333333333333334 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_750394_803411@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-22", "seg": [ [ [ "字符串", "方法", "字符串方法" ] ] ], "level": { "min": 0.16666666666666669, "max": 0.17333333333333334 }, "related_data": {} } } }, { "lambda函数": { "children": [ { "迭代器": { "children": [ { "迭代器协议": { "data": { "uuid": "python-5-116", "seg": [ [ [ "迭代", "器", "协议", "器协议" ] ] ], "level": { "min": 0.17333333333333334, "max": 0.17416666666666666 }, "related_data": {} } } }, { "从迭代器创建序列": { "data": { "uuid": "python-5-117", "seg": [ [ [ "迭代", "器", "创建", "序列" ] ] ], "level": { "min": 0.17416666666666666, "max": 0.175 }, "related_data": {} } } } ], "data": { "uuid": "python-4-184", "seg": [ [ [ "迭代", "器" ] ] ], "level": { "min": 0.17333333333333334, "max": 0.175 }, "related_data": {} } } }, { "生成器": { "children": [ { "创建生成器": { "data": { "uuid": "python-5-118", "seg": [ [ [ "创建", "生成器" ] ] ], "level": { "min": 0.175, "max": 0.1753333333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_960950_1111761@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399906_53347475@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_757304_812715@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399901_53347466@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_675908_512320@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_695082_576728@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "递归式生成器": { "data": { "uuid": "python-5-119", "seg": [ [ [ "递归", "生成器" ] ] ], "level": { "min": 0.1753333333333333, "max": 0.17566666666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7446964_53426575@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "通用生成器": { "data": { "uuid": "python-5-120", "seg": [ [ [ "通用", "生成器" ] ] ], "level": { "min": 0.17566666666666667, "max": 0.176 }, "related_data": {} } } }, { "生成器的方法": { "data": { "uuid": "python-5-121", "seg": [ [ [ "生成器", "方法" ] ] ], "level": { "min": 0.176, "max": 0.17633333333333334 }, "related_data": {} } } }, { "模拟生成器": { "data": { "uuid": "python-5-122", "seg": [ [ [ "模拟", "生成器" ] ] ], "level": { "min": 0.17633333333333334, "max": 0.17666666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-4-185", "seg": [ [ [ "生成器" ] ] ], "level": { "min": 0.175, "max": 0.17666666666666667 }, "related_data": {} } } }, { "装饰器": { "data": { "uuid": "python-4-186", "seg": [ [ [ "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.17666666666666667, "max": 0.17833333333333334 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_750243_803136@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "闭包": { "data": { "uuid": "python-4-187", "seg": [ [ [ "闭", "包" ] ] ], "level": { "min": 0.17833333333333334, "max": 0.18 }, "related_data": {} } } } ], "data": { "uuid": "python-3-23", "seg": [ [ [ "lambda", "函数" ] ] ], "level": { "min": 0.17333333333333334, "max": 0.18 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433343_53403440@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "文件": { "children": [ { "打开文件": { "data": { "uuid": "python-4-188", "seg": [ [ [ "打开", "文件" ] ] ], "level": { "min": 0.18, "max": 0.18166666666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1151465_1758956@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7417164_53371940@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7415163_53368587@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_754627_809665@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_6659778_47028558@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7427548_53392186@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1087892_1294745@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_719473_713588@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_715663_708032@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425663_53387254@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1059993_1257437@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408437_53358653@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "文件基本方法": { "data": { "uuid": "python-4-189", "seg": [ [ [ "文件", "方法", "文件基本", "基本方法" ] ] ], "level": { "min": 0.18166666666666667, "max": 0.18333333333333335 }, "related_data": {} } } }, { "文件内容迭代": { "children": [ { "每次一个字符(或字节)": { "data": { "uuid": "python-5-123", "seg": [ [ [ "字符", "字节" ] ] ], "level": { "min": 0.18333333333333335, "max": 0.18366666666666667 }, "related_data": {} } } }, { "每次一行": { "data": { "uuid": "python-5-124", "seg": [ [ [] ] ], "level": { "min": 0.18366666666666667, "max": 0.184 }, "related_data": {} } } }, { "读取所有内容": { "data": { "uuid": "python-5-125", "seg": [ [ [ "读取", "内容" ] ] ], "level": { "min": 0.184, "max": 0.18433333333333335 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7416533_53370965@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_653804_462925@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7427929_53394276@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7449012_53429106@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1074828_1278752@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431920_53400692@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1095753_1307597@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_725925_737989@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438950_53412397@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "使用fileinput实现延迟行迭代": { "data": { "uuid": "python-5-126", "seg": [ [ [ "fileinput", "延迟", "迭代" ] ] ], "level": { "min": 0.18433333333333335, "max": 0.18466666666666667 }, "related_data": {} } } }, { "文件迭代器": { "data": { "uuid": "python-5-127", "seg": [ [ [ "文件", "迭代", "器" ] ] ], "level": { "min": 0.18466666666666667, "max": 0.185 }, "related_data": {} } } } ], "data": { "uuid": "python-4-190", "seg": [ [ [ "文件", "内容", "迭代", "文件内容" ] ] ], "level": { "min": 0.18333333333333335, "max": 0.185 }, "related_data": {} } } }, { "文件的基本方法": { "children": [ { "读取和写入": { "data": { "uuid": "python-5-128", "seg": [ [ [ "读取" ], [ "写入" ] ] ], "level": { "min": 0.185, "max": 0.18533333333333332 }, "related_data": {} } } }, { "使用管道重定向输出": { "data": { "uuid": "python-5-129", "seg": [ [ [ "管道", "重定向", "输出", "管道重定向" ] ] ], "level": { "min": 0.18533333333333332, "max": 0.18566666666666667 }, "related_data": {} } } }, { "读取和写入行": { "data": { "uuid": "python-5-130", "seg": [ [ [ "读取" ], [ "写入" ] ] ], "level": { "min": 0.18566666666666667, "max": 0.186 }, "related_data": {} } } }, { "关闭文件": { "data": { "uuid": "python-5-131", "seg": [ [ [ "关闭", "文件" ] ] ], "level": { "min": 0.186, "max": 0.18633333333333335 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7450664_53431620@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_744445_790474@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_189485_88427@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442766_53420029@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429056_53395497@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450710_53431675@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426140_53388892@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7454455_53437156@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_685956_546738@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1100143_1315065@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399989_53347631@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_717875_711337@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7412977_53364578@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7443483_53421117@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_993586_1164323@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_760794_817949@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7440160_53415220@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_717444_710925@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1092427_1300345@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_5571133_34167755@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7415586_53369117@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_740284_777309@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7419106_53376065@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429986_53396979@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_659560_473323@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_760795_1311671@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_3011961_18908653@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1100142_1315074@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_229548_197697@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1085326_1292001@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7445636_53424310@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_669143_490182@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7445554_53424258@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1089385_1295976@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_738147_769240@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1099188_1314130@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_751402_805020@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_955247_1100206@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_823136_918875@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_760440_817319@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1096112_1308078@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429331_53398258@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7432868_53402453@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_754331_809242@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1098488_1313229@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "110395778@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用文件的基本方法": { "data": { "uuid": "python-5-132", "seg": [ [ [ "文件", "方法", "基本方法" ] ] ], "level": { "min": 0.18633333333333335, "max": 0.18666666666666668 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7441024_53416772@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-191", "seg": [ [ [ "文件", "方法", "基本方法" ] ] ], "level": { "min": 0.185, "max": 0.18666666666666668 }, "related_data": {} } } } ], "data": { "uuid": "python-3-24", "seg": [ [ [ "文件" ] ] ], "level": { "min": 0.18, "max": 0.18666666666666668 }, "related_data": {} } } }, { "常用标准库": { "children": [ { "datetime": { "data": { "uuid": "python-4-192", "seg": [ [ [ "datetime" ] ] ], "level": { "min": 0.18666666666666668, "max": 0.18727272727272729 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7420270_53378320@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "json": { "data": { "uuid": "python-4-193", "seg": [ [ [ "json" ] ] ], "level": { "min": 0.18727272727272729, "max": 0.1878787878787879 }, "related_data": {} } } }, { "math": { "data": { "uuid": "python-4-194", "seg": [ [ [ "math" ] ] ], "level": { "min": 0.1878787878787879, "max": 0.1884848484848485 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "2894145@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "os": { "data": { "uuid": "python-4-195", "seg": [ [ [ "os" ] ] ], "level": { "min": 0.1884848484848485, "max": 0.18909090909090912 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_748650_800711@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_701501_591474@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1077736_1282231@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7457483_53442175@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_646464_448897@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "90146243@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "random": { "data": { "uuid": "python-4-196", "seg": [ [ [ "random" ] ] ], "level": { "min": 0.18909090909090912, "max": 0.18969696969696972 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_680216_529471@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7438802_53412198@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_367569_394129@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_6537999_46091946@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7404395_53353177@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7464593_53451081@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_696107_579444@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "85637302@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5527486@jython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "re": { "data": { "uuid": "python-4-197", "seg": [ [ [ "re" ] ] ], "level": { "min": 0.18969696969696972, "max": 0.1903030303030303 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_672138_498832@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1094744_1305243@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_761543_819024@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7415914_53369686@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425540_53387105@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7416071_53369748@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_699826_588184@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7408914_53359097@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1087883_1294748@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "sys": { "data": { "uuid": "python-4-198", "seg": [ [ [ "sys" ] ] ], "level": { "min": 0.1903030303030303, "max": 0.19090909090909092 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_167960_42792@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_713341_704641@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_876881_1011987@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_2013695_10372037@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_834611_939822@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79248555@tornado@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "time": { "data": { "uuid": "python-4-199", "seg": [ [ [ "time" ] ] ], "level": { "min": 0.19090909090909092, "max": 0.19151515151515153 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "117935299@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "urllib": { "data": { "uuid": "python-4-200", "seg": [ [ [ "urllib" ] ] ], "level": { "min": 0.19151515151515153, "max": 0.19212121212121214 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_653772_462863@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_697472_583143@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426450_53389928@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "fileinput": { "data": { "uuid": "python-4-201", "seg": [ [ [ "fileinput" ] ] ], "level": { "min": 0.19212121212121214, "max": 0.19272727272727275 }, "related_data": {} } } }, { "其他有趣的标准模块": { "data": { "uuid": "python-4-202", "seg": [ [ [ "有趣", "标准", "模块", "标准模块" ] ] ], "level": { "min": 0.19272727272727275, "max": 0.19333333333333336 }, "related_data": {} } } } ], "data": { "uuid": "python-3-25", "seg": [ [ [ "标准", "库", "标准库" ] ] ], "level": { "min": 0.18666666666666668, "max": 0.19333333333333336 }, "related_data": {} } } }, { "字符编码与解码": { "children": [ { "理解内码和字节码的概念": { "data": { "uuid": "python-4-203", "seg": [ [ [ "理解", "内码" ], [ "字节", "码", "概念" ] ] ], "level": { "min": 0.19333333333333336, "max": 0.2 }, "related_data": {} } } } ], "data": { "uuid": "python-3-26", "seg": [ [ [ "字符", "编码", "字符编码" ], [ "解码" ] ] ], "level": { "min": 0.19333333333333336, "max": 0.2 }, "related_data": {} } } } ], "data": { "uuid": "python-2-2", "seg": [ [ [ "进阶", "语法", "进阶语法" ] ] ], "level": { "min": 0.13333333333333333, "max": 0.2 }, "related_data": {} } } }, { "面向对象编程": { "children": [ { "类和对象的概念": { "data": { "uuid": "python-3-27", "seg": [ [ [ "类" ], [ "对象", "概念" ] ] ], "level": { "min": 0.2, "max": 0.20952380952380953 }, "related_data": {} } } }, { "类成员": { "data": { "uuid": "python-3-28", "seg": [ [ [ "类", "成员" ] ] ], "level": { "min": 0.20952380952380953, "max": 0.21904761904761905 }, "related_data": {} } } }, { "面向对象三要素": { "children": [ { "封装": { "data": { "uuid": "python-4-204", "seg": [ [ [ "封装" ] ] ], "level": { "min": 0.21904761904761905, "max": 0.2222222222222222 }, "related_data": {} } } }, { "继承": { "children": [ { "子类的方法__init__": { "data": { "uuid": "python-5-133", "seg": [ [ [ "子类", "方法", "init" ] ] ], "level": { "min": 0.2222222222222222, "max": 0.22328042328042327 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1078723_1283519@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1082094_1288713@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "重写父类的方法": { "data": { "uuid": "python-5-134", "seg": [ [ [ "重写", "父类", "方法" ] ] ], "level": { "min": 0.22328042328042327, "max": 0.22433862433862434 }, "related_data": {} } } }, { "模拟实物": { "data": { "uuid": "python-5-135", "seg": [ [ [ "模拟", "实物" ] ] ], "level": { "min": 0.22433862433862434, "max": 0.2253968253968254 }, "related_data": {} } } } ], "data": { "uuid": "python-4-205", "seg": [ [ [ "继承" ] ] ], "level": { "min": 0.2222222222222222, "max": 0.2253968253968254 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1057705_1254825@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "多态": { "data": { "uuid": "python-4-206", "seg": [ [ [ "多态" ] ] ], "level": { "min": 0.2253968253968254, "max": 0.22857142857142856 }, "related_data": {} } } } ], "data": { "uuid": "python-3-29", "seg": [ [ [ "面向对象", "三要素" ] ] ], "level": { "min": 0.21904761904761905, "max": 0.22857142857142856 }, "related_data": {} } } }, { "创建类": { "data": { "uuid": "python-3-30", "seg": [ [ [ "创建", "类" ] ] ], "level": { "min": 0.22857142857142856, "max": 0.23809523809523808 }, "related_data": {} } } }, { "抽象类": { "data": { "uuid": "python-3-31", "seg": [ [ [ "抽象类" ] ] ], "level": { "min": 0.23809523809523808, "max": 0.24761904761904763 }, "related_data": {} } } }, { "访问限制": { "data": { "uuid": "python-3-32", "seg": [ [ [ "访问" ] ] ], "level": { "min": 0.24761904761904763, "max": 0.2571428571428571 }, "related_data": {} } } }, { "获取对象信息": { "data": { "uuid": "python-3-33", "seg": [ [ [ "获取", "对象", "信息", "对象信息" ] ] ], "level": { "min": 0.2571428571428571, "max": 0.26666666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-2-3", "seg": [ [ [ "面向对象编程" ] ] ], "level": { "min": 0.2, "max": 0.26666666666666666 }, "related_data": {} } } }, { "其他": { "children": [ { "命令行与环境": { "children": [ { "命令行": { "children": [ { "接口选项": { "data": { "uuid": "python-5-136", "seg": [ [ [ "接口", "选项" ] ] ], "level": { "min": 0.26666666666666666, "max": 0.2667553191489362 }, "related_data": {} } } }, { "通用选项": { "data": { "uuid": "python-5-137", "seg": [ [ [ "通用", "选项" ] ] ], "level": { "min": 0.2667553191489362, "max": 0.26684397163120566 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7444985_53423550@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "其他选项": { "data": { "uuid": "python-5-138", "seg": [ [ [ "选项" ] ] ], "level": { "min": 0.26684397163120566, "max": 0.2669326241134752 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455638_53438946@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_693673_571772@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "不应当使用的选项": { "data": { "uuid": "python-5-139", "seg": [ [ [ "选项", "不应当" ] ] ], "level": { "min": 0.2669326241134752, "max": 0.2670212765957447 }, "related_data": {} } } } ], "data": { "uuid": "python-4-207", "seg": [ [ [ "命令行" ] ] ], "level": { "min": 0.26666666666666666, "max": 0.2670212765957447 }, "related_data": {} } } }, { "环境变量": { "children": [ { "调试模式变量": { "data": { "uuid": "python-5-140", "seg": [ [ [ "调试模式", "变量" ] ] ], "level": { "min": 0.2670212765957447, "max": 0.2673758865248227 }, "related_data": {} } } } ], "data": { "uuid": "python-4-208", "seg": [ [ [ "环境变量" ] ] ], "level": { "min": 0.2670212765957447, "max": 0.2673758865248227 }, "related_data": {} } } } ], "data": { "uuid": "python-3-34", "seg": [ [ [ "命令行" ], [ "环境" ] ] ], "level": { "min": 0.26666666666666666, "max": 0.2673758865248227 }, "related_data": {} } } }, { "在Unix平台中使用Python": { "children": [ { "获取最新版本的Python": { "children": [ { "在Linux中": { "data": { "uuid": "python-5-141", "seg": [ [ [ "linux" ] ] ], "level": { "min": 0.2673758865248227, "max": 0.2674546887312845 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7424090_53384641@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1058656_1256126@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_391941_435054@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_254693_258511@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433249_53403298@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423278_53383054@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_2156033_11915593@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7419365_53376495@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_689208_556745@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1062379_1260214@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "81948930@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53841949@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87163851@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "4214359@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53890580@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78630392@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78215887@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "65465760@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8070658@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53886749@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118422220@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108989083@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114213053@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "73718332@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7690707@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7631047@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110412161@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7696026@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6329316@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7880359@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7327798@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7748896@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7696679@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116419960@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6798903@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6966911@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6634113@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "21640363@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "4265101@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7467436@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6559033@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "2675095@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5471077@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "在FreeBSD和OpenBSD上": { "data": { "uuid": "python-5-142", "seg": [ [ [ "freebsd" ], [ "openbsd" ] ] ], "level": { "min": 0.2674546887312845, "max": 0.26753349093774625 }, "related_data": {} } } }, { "在OpenSolaris系统上": { "data": { "uuid": "python-5-143", "seg": [ [ [ "opensolaris", "系统" ] ] ], "level": { "min": 0.26753349093774625, "max": 0.26761229314420804 }, "related_data": {} } } } ], "data": { "uuid": "python-4-209", "seg": [ [ [ "获取", "最新", "版本", "python", "最新版本" ] ] ], "level": { "min": 0.2673758865248227, "max": 0.26761229314420804 }, "related_data": {} } } }, { "构建Python": { "data": { "uuid": "python-4-210", "seg": [ [ [ "构建", "python" ] ] ], "level": { "min": 0.26761229314420804, "max": 0.2678486997635934 }, "related_data": {} } } }, { "杂项": { "data": { "uuid": "python-4-211", "seg": [ [ [ "杂项" ] ] ], "level": { "min": 0.2678486997635934, "max": 0.2680851063829787 }, "related_data": {} } } } ], "data": { "uuid": "python-3-35", "seg": [ [ [ "unix", "平台", "python" ] ] ], "level": { "min": 0.2673758865248227, "max": 0.2680851063829787 }, "related_data": {} } } }, { "在Windows上使用Python": { "children": [ { "完整安装程序": { "children": [ { "安装步骤": { "data": { "uuid": "python-5-144", "seg": [ [ [ "安装", "步骤" ] ] ], "level": { "min": 0.2680851063829787, "max": 0.26809692671394797 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_949514_1090674@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7450679_53431644@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "删除MAX_PATH限制": { "data": { "uuid": "python-5-145", "seg": [ [ [ "删除", "max", "path" ] ] ], "level": { "min": 0.26809692671394797, "max": 0.2681087470449173 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1095703_1307362@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "6757590@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "无UI安装": { "data": { "uuid": "python-5-146", "seg": [ [ [ "ui", "安装" ] ] ], "level": { "min": 0.2681087470449173, "max": 0.2681205673758865 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451960_53433790@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "108867482@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108867482@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "55098127@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8056608@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80303351@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7454568@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79449315@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "免下载安装": { "data": { "uuid": "python-5-147", "seg": [ [ [ "免", "下载安装" ] ] ], "level": { "min": 0.2681205673758865, "max": 0.2681323877068558 }, "related_data": {} } } }, { "修改安装": { "data": { "uuid": "python-5-148", "seg": [ [ [ "修改", "安装" ] ] ], "level": { "min": 0.2681323877068558, "max": 0.26814420803782507 }, "related_data": {} } } } ], "data": { "uuid": "python-4-212", "seg": [ [ [ "安装程序" ] ] ], "level": { "min": 0.2680851063829787, "max": 0.26814420803782507 }, "related_data": {} } } }, { "Microsoft Store包": { "data": { "uuid": "python-4-213", "seg": [ [ [ "microsoft", "store", "包" ] ] ], "level": { "min": 0.26814420803782507, "max": 0.26820330969267137 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_756181_811295@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "2284285@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95479881@unittest@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "nuget.org安装包": { "data": { "uuid": "python-4-214", "seg": [ [ [ "nuget", "org", "安装包" ] ] ], "level": { "min": 0.26820330969267137, "max": 0.2682624113475177 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "6967458@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "74352492@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87931823@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "可嵌入的包": { "children": [ { "Python应用程序": { "data": { "uuid": "python-5-149", "seg": [ [ [ "python", "应用程序" ] ] ], "level": { "min": 0.2682624113475177, "max": 0.2682919621749409 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1051667_1248934@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "嵌入Python": { "data": { "uuid": "python-5-150", "seg": [ [ [ "嵌入", "python" ] ] ], "level": { "min": 0.2682919621749409, "max": 0.26832151300236406 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_259274_271023@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1094107_1304076@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "90524293@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-215", "seg": [ [ [ "嵌入", "包" ] ] ], "level": { "min": 0.2682624113475177, "max": 0.26832151300236406 }, "related_data": {} } } }, { "替代捆绑包": { "data": { "uuid": "python-4-216", "seg": [ [ [ "捆绑", "包" ] ] ], "level": { "min": 0.26832151300236406, "max": 0.2683806146572104 }, "related_data": {} } } }, { "配置Python": { "children": [ { "查找Python可执行文件": { "data": { "uuid": "python-5-151", "seg": [ [ [ "查找", "python", "可执行文件" ] ] ], "level": { "min": 0.2683806146572104, "max": 0.26843971631205676 }, "related_data": {} } } } ], "data": { "uuid": "python-4-217", "seg": [ [ [ "配置", "python" ] ] ], "level": { "min": 0.2683806146572104, "max": 0.26843971631205676 }, "related_data": {} } } }, { "UTF-8 模式": { "data": { "uuid": "python-4-218", "seg": [ [ [ "utf", "模式" ] ] ], "level": { "min": 0.26843971631205676, "max": 0.26849881796690306 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_748057_799753@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_816239_911733@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455649_53438967@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_761123_53403585@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7292386@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "适用于Windows的Python启动器": { "children": [ { "入门": { "children": [ { "从虚拟环境": { "data": { "uuid": "python-6-29", "seg": [ [ [ "虚拟环境" ] ] ], "level": { "min": 0.26849881796690306, "max": 0.2685027580772261 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "89671746@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "从脚本": { "data": { "uuid": "python-6-30", "seg": [ [ [ "脚本" ] ] ], "level": { "min": 0.2685027580772261, "max": 0.26850669818754924 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1068539_1269399@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "从文件关联": { "data": { "uuid": "python-6-31", "seg": [ [ [ "从文件", "关联" ] ] ], "level": { "min": 0.26850669818754924, "max": 0.2685106382978723 }, "related_data": {} } } } ], "data": { "uuid": "python-5-152", "seg": [ [ [ "入门" ] ] ], "level": { "min": 0.26849881796690306, "max": 0.2685106382978723 }, "related_data": {} } } }, { "Shebang Lines": { "data": { "uuid": "python-5-153", "seg": [ [ [ "shebang", "lines" ] ] ], "level": { "min": 0.2685106382978723, "max": 0.2685224586288416 }, "related_data": {} } } }, { "shebang lines的参数": { "data": { "uuid": "python-5-154", "seg": [ [ [ "shebang", "lines", "参数" ] ] ], "level": { "min": 0.2685224586288416, "max": 0.26853427895981086 }, "related_data": {} } } }, { "自定义": { "children": [ { "通过INI文件自定义": { "data": { "uuid": "python-6-32", "seg": [ [ [ "ini", "文件", "自定义" ] ] ], "level": { "min": 0.26853427895981086, "max": 0.26854018912529554 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "82453697@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "自定义默认的Python版本": { "data": { "uuid": "python-6-33", "seg": [ [ [ "自定义", "默认", "python", "版本" ] ] ], "level": { "min": 0.26854018912529554, "max": 0.26854609929078016 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_774708_838753@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-5-155", "seg": [ [ [ "自定义" ] ] ], "level": { "min": 0.26853427895981086, "max": 0.26854609929078016 }, "related_data": {} } } }, { "诊断": { "data": { "uuid": "python-5-156", "seg": [ [ [ "诊断" ] ] ], "level": { "min": 0.26854609929078016, "max": 0.2685579196217494 }, "related_data": {} } } } ], "data": { "uuid": "python-4-219", "seg": [ [ [ "windows", "python", "启动器" ] ] ], "level": { "min": 0.26849881796690306, "max": 0.2685579196217494 }, "related_data": {} } } }, { "查找模块": { "data": { "uuid": "python-4-220", "seg": [ [ [ "查找", "模块" ] ] ], "level": { "min": 0.2685579196217494, "max": 0.26861702127659576 }, "related_data": {} } } }, { "附加模块": { "children": [ { "PyWin32": { "data": { "uuid": "python-5-157", "seg": [ [ [ "pywin32" ] ] ], "level": { "min": 0.26861702127659576, "max": 0.2686367218282112 }, "related_data": {} } } }, { "cx_Freeze": { "data": { "uuid": "python-5-158", "seg": [ [ [ "cx", "freeze" ] ] ], "level": { "min": 0.2686367218282112, "max": 0.2686564223798266 }, "related_data": {} } } }, { "WConio": { "data": { "uuid": "python-5-159", "seg": [ [ [ "wconio" ] ] ], "level": { "min": 0.2686564223798266, "max": 0.26867612293144205 }, "related_data": {} } } } ], "data": { "uuid": "python-4-221", "seg": [ [ [ "附加", "模块" ] ] ], "level": { "min": 0.26861702127659576, "max": 0.26867612293144205 }, "related_data": {} } } }, { "在Windows上编译Python": { "data": { "uuid": "python-4-222", "seg": [ [ [ "windows", "编译", "python" ] ] ], "level": { "min": 0.26867612293144205, "max": 0.2687352245862884 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_725514_730229@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_686794_549292@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_160614_28626@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_167564_42331@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_222074_177441@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_710068_668407@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_987860_1152052@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "81029137@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78194889@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87900889@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "42237773@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86513801@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77567815@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84992831@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116607812@python@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "56483892@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7493652@jython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79945121@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "19687915@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89492204@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102968917@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "68489772@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "75632723@pip@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6796695@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6173247@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51339966@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77845324@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102029443@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83690175@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "68489870@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7721882@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "38637@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "5533353@jython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6790098@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6893787@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "92065428@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "95456309@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6968387@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7728008@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1719457@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "976988@descriptor@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117734973@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85856713@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116457629@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7549140@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6856416@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7185406@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7862227@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6864062@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7071600@descriptor@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7084079@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "其他平台": { "data": { "uuid": "python-4-223", "seg": [ [ [ "平台" ] ] ], "level": { "min": 0.2687352245862884, "max": 0.26879432624113475 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7418051_53373897@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-36", "seg": [ [ [ "windows", "python" ] ] ], "level": { "min": 0.2680851063829787, "max": 0.26879432624113475 }, "related_data": {} } } }, { "在苹果系统上使用Python": { "children": [ { "获取和安装MacPython": { "children": [ { "如何运行Python脚本": { "data": { "uuid": "python-5-160", "seg": [ [ [ "运行", "python", "脚本" ] ] ], "level": { "min": 0.26879432624113475, "max": 0.26883372734436567 }, "related_data": {} } } }, { "运行有图形界面的脚本": { "data": { "uuid": "python-5-161", "seg": [ [ [ "运行", "图形界面", "脚本" ] ] ], "level": { "min": 0.26883372734436567, "max": 0.26887312844759653 }, "related_data": {} } } }, { "配置": { "children": [ { "提取常量": { "data": { "uuid": "python-6-34", "seg": [ [ [ "提取", "常量" ] ] ], "level": { "min": 0.26887312844759653, "max": 0.26889282899921196 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455562_53438710@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1033955_1229172@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431699_53400239@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_715179_707353@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7459326_53444189@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_757303_1256370@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097531_1311125@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "配置文件": { "data": { "uuid": "python-6-35", "seg": [ [ [ "配置文件" ] ] ], "level": { "min": 0.26889282899921196, "max": 0.26891252955082745 }, "related_data": {} } } } ], "data": { "uuid": "python-5-162", "seg": [ [ [ "配置" ] ] ], "level": { "min": 0.26887312844759653, "max": 0.26891252955082745 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_700990_590519@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-224", "seg": [ [ [ "获取" ], [ "安装", "macpython" ] ] ], "level": { "min": 0.26879432624113475, "max": 0.26891252955082745 }, "related_data": {} } } }, { "IDE": { "data": { "uuid": "python-4-225", "seg": [ [ [ "ide" ] ] ], "level": { "min": 0.26891252955082745, "max": 0.2690307328605201 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7441211_53422738@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_160766_31217@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442277_53419090@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7709158@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "2084188@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "2283300@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "23384965@list@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "安装额外的Python包": { "data": { "uuid": "python-4-226", "seg": [ [ [ "安装", "额外", "python", "包" ] ] ], "level": { "min": 0.2690307328605201, "max": 0.26914893617021274 }, "related_data": {} } } }, { "Mac上的图形界面编程": { "data": { "uuid": "python-4-227", "seg": [ [ [ "mac", "图形界面", "编程", "图形界面编程" ] ] ], "level": { "min": 0.26914893617021274, "max": 0.26926713947990544 }, "related_data": {} } } }, { "在Mac上分发Python应用程序": { "data": { "uuid": "python-4-228", "seg": [ [ [ "mac", "分发", "python", "应用程序" ] ] ], "level": { "min": 0.26926713947990544, "max": 0.26938534278959814 }, "related_data": {} } } }, { "其他资源": { "data": { "uuid": "python-4-229", "seg": [ [ [ "资源" ] ] ], "level": { "min": 0.26938534278959814, "max": 0.2695035460992908 }, "related_data": {} } } } ], "data": { "uuid": "python-3-37", "seg": [ [ [ "苹果", "系统", "python", "苹果系统" ] ] ], "level": { "min": 0.26879432624113475, "max": 0.2695035460992908 }, "related_data": {} } } }, { "编辑器和集成开发环境": { "data": { "uuid": "python-3-38", "seg": [ [ [ "编辑器" ], [ "集成", "开发", "环境" ] ] ], "level": { "min": 0.2695035460992908, "max": 0.2702127659574468 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7454513_53437198@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Python解释器": { "children": [ { "调用解释器": { "children": [ { "传入参数": { "data": { "uuid": "python-5-163", "seg": [ [ [ "传入", "参数" ] ] ], "level": { "min": 0.2702127659574468, "max": 0.2703900709219858 }, "related_data": {} } } }, { "交互模式": { "data": { "uuid": "python-5-164", "seg": [ [ [ "交互", "模式" ] ] ], "level": { "min": 0.2703900709219858, "max": 0.2705673758865248 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_735779_762042@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1104807_1319061@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "43950185@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-230", "seg": [ [ [ "调用", "解释器" ] ] ], "level": { "min": 0.2702127659574468, "max": 0.2705673758865248 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7462759_53448419@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "解释器的运行环境": { "children": [ { "源文件的字符编码": { "data": { "uuid": "python-5-165", "seg": [ [ [ "源文件", "字符", "编码", "字符编码" ] ] ], "level": { "min": 0.2705673758865248, "max": 0.27092198581560284 }, "related_data": {} } } } ], "data": { "uuid": "python-4-231", "seg": [ [ [ "解释器", "运行", "环境" ] ] ], "level": { "min": 0.2705673758865248, "max": 0.27092198581560284 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_757231_1032467@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-39", "seg": [ [ [ "python", "解释器" ] ] ], "level": { "min": 0.2702127659574468, "max": 0.27092198581560284 }, "related_data": {} } } }, { "Python速览": { "children": [ { "Python用作计算器": { "children": [ { "数字": { "data": { "uuid": "python-5-166", "seg": [ [ [ "数字" ] ] ], "level": { "min": 0.27092198581560284, "max": 0.2712765957446809 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7452951_53435428@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-232", "seg": [ [ [ "python", "用作", "计算器" ] ] ], "level": { "min": 0.27092198581560284, "max": 0.2712765957446809 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7445601_53424260@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "走向编程的第一步": { "data": { "uuid": "python-4-233", "seg": [ [ [ "走向", "编程" ] ] ], "level": { "min": 0.2712765957446809, "max": 0.27163120567375887 }, "related_data": {} } } } ], "data": { "uuid": "python-3-40", "seg": [ [ [ "python", "速览" ] ] ], "level": { "min": 0.27092198581560284, "max": 0.27163120567375887 }, "related_data": {} } } }, { "其他流程控制工具": { "children": [ { "range 函数": { "data": { "uuid": "python-4-234", "seg": [ [ [ "range", "函数" ] ] ], "level": { "min": 0.27163120567375887, "max": 0.27177304964539006 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7395192_53337394@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "pass语句": { "data": { "uuid": "python-4-235", "seg": [ [ [ "pass", "语句" ] ] ], "level": { "min": 0.27177304964539006, "max": 0.27191489361702126 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_742025_783242@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "定义函数": { "children": [ { "向函数传递信息": { "data": { "uuid": "python-5-167", "seg": [ [ [ "函数", "传递信息", "函数传递信息" ] ] ], "level": { "min": 0.27191489361702126, "max": 0.27198581560283686 }, "related_data": {} } } }, { "实参和形参": { "data": { "uuid": "python-5-168", "seg": [ [ [ "实参" ], [ "形参" ] ] ], "level": { "min": 0.27198581560283686, "max": 0.2720567375886525 }, "related_data": {} } } } ], "data": { "uuid": "python-4-236", "seg": [ [ [ "定义", "函数", "定义函数" ] ] ], "level": { "min": 0.27191489361702126, "max": 0.2720567375886525 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7419960_53377868@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7433755_53404071@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433753_53404061@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "函数定义详解": { "children": [ { "默认值参数": { "data": { "uuid": "python-5-169", "seg": [ [ [ "默认值", "参数" ] ] ], "level": { "min": 0.2720567375886525, "max": 0.2720744680851064 }, "related_data": {} } } }, { "关键字参数": { "data": { "uuid": "python-5-170", "seg": [ [ [ "关键字", "参数", "关键字参数" ] ] ], "level": { "min": 0.2720744680851064, "max": 0.2720921985815603 }, "related_data": {} } } }, { "特殊参数": { "children": [ { "位置或关键字参数": { "data": { "uuid": "python-6-36", "seg": [ [ [ "位置", "关键字", "参数", "关键字参数" ] ] ], "level": { "min": 0.2720921985815603, "max": 0.2720966312056738 }, "related_data": {} } } }, { "仅位置参数": { "data": { "uuid": "python-6-37", "seg": [ [ [ "仅", "位置", "参数", "仅位置" ] ] ], "level": { "min": 0.2720966312056738, "max": 0.27210106382978727 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "43445787@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "仅限关键字参数": { "data": { "uuid": "python-6-38", "seg": [ [ [ "仅限", "关键字", "参数", "关键字参数" ] ] ], "level": { "min": 0.27210106382978727, "max": 0.27210549645390075 }, "related_data": {} } } }, { "函数示例": { "data": { "uuid": "python-6-39", "seg": [ [ [ "函数", "示例", "函数示例" ] ] ], "level": { "min": 0.27210549645390075, "max": 0.27210992907801423 }, "related_data": {} } } } ], "data": { "uuid": "python-5-171", "seg": [ [ [ "参数" ] ] ], "level": { "min": 0.2720921985815603, "max": 0.27210992907801423 }, "related_data": {} } } }, { "任意实参列表": { "data": { "uuid": "python-5-172", "seg": [ [ [ "任意", "实参", "列表", "实参列表" ] ] ], "level": { "min": 0.27210992907801423, "max": 0.2721276595744681 }, "related_data": {} } } }, { "解包实参列表": { "data": { "uuid": "python-5-173", "seg": [ [ [ "解包", "实参", "列表", "实参列表" ] ] ], "level": { "min": 0.2721276595744681, "max": 0.272145390070922 }, "related_data": {} } } }, { "Lambda表达式": { "data": { "uuid": "python-5-174", "seg": [ [ [ "lambda", "表达式" ] ] ], "level": { "min": 0.272145390070922, "max": 0.2721631205673759 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1063755_1261946@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_754809_809871@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79663970@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "文档字符串": { "data": { "uuid": "python-5-175", "seg": [ [ [ "文档", "字符串", "文档字符串" ] ] ], "level": { "min": 0.2721631205673759, "max": 0.27218085106382983 }, "related_data": {} } } }, { "函数注解": { "data": { "uuid": "python-5-176", "seg": [ [ [ "函数", "注解" ] ] ], "level": { "min": 0.27218085106382983, "max": 0.2721985815602837 }, "related_data": {} } } } ], "data": { "uuid": "python-4-237", "seg": [ [ [ "函数", "定义", "详解", "函数定义" ] ] ], "level": { "min": 0.2720567375886525, "max": 0.2721985815602837 }, "related_data": {} } } }, { "小插曲:编码风格": { "data": { "uuid": "python-4-238", "seg": [ [ [ "插曲" ] ], [ [ "编码", "风格", "编码风格" ] ] ], "level": { "min": 0.2721985815602837, "max": 0.2723404255319149 }, "related_data": {} } } } ], "data": { "uuid": "python-3-41", "seg": [ [ [ "流程", "控制", "工具" ] ] ], "level": { "min": 0.27163120567375887, "max": 0.2723404255319149 }, "related_data": {} } } }, { "数据结构": { "children": [ { "列表详解": { "children": [ { "用列表实现堆栈": { "data": { "uuid": "python-5-177", "seg": [ [ [ "列表", "堆栈" ] ] ], "level": { "min": 0.2723404255319149, "max": 0.2723741979061128 }, "related_data": {} } } }, { "用列表实现队列": { "data": { "uuid": "python-5-178", "seg": [ [ [ "列表", "队列" ] ] ], "level": { "min": 0.2723741979061128, "max": 0.2724079702803107 }, "related_data": {} } } }, { "嵌套的列表推导式": { "data": { "uuid": "python-5-179", "seg": [ [ [ "嵌套", "列表", "推导" ] ] ], "level": { "min": 0.2724079702803107, "max": 0.2724417426545086 }, "related_data": {} } } } ], "data": { "uuid": "python-4-239", "seg": [ [ [ "列表", "详解" ] ] ], "level": { "min": 0.2723404255319149, "max": 0.2724417426545086 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7444621_53423004@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7437744_53410880@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "del语句": { "data": { "uuid": "python-4-240", "seg": [ [ [ "del", "语句" ] ] ], "level": { "min": 0.2724417426545086, "max": 0.27254305977710236 }, "related_data": {} } } }, { "循环的技巧": { "data": { "uuid": "python-4-241", "seg": [ [ [ "循环", "技巧" ] ] ], "level": { "min": 0.27254305977710236, "max": 0.27264437689969606 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "114872611@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "深入条件控制": { "data": { "uuid": "python-4-242", "seg": [ [ [ "条件", "控制" ] ] ], "level": { "min": 0.27264437689969606, "max": 0.27274569402228976 }, "related_data": {} } } }, { "序列和其他类型的比较": { "data": { "uuid": "python-4-243", "seg": [ [ [ "序列" ], [ "类型" ] ] ], "level": { "min": 0.27274569402228976, "max": 0.27284701114488347 }, "related_data": {} } } }, { "序列构成的数组": { "children": [ { "内置序列类型概览": { "data": { "uuid": "python-5-180", "seg": [ [ [ "内置", "序列", "类型", "概览", "内置序列", "序列类型", "类型概览" ] ] ], "level": { "min": 0.27284701114488347, "max": 0.2728638973319824 }, "related_data": {} } } }, { "元组不仅仅是不可变的列表": { "data": { "uuid": "python-5-181", "seg": [ [ [ "元组", "变", "列表", "不仅仅是" ] ] ], "level": { "min": 0.2728638973319824, "max": 0.2728807835190814 }, "related_data": {} } } }, { "序列的增量赋值": { "data": { "uuid": "python-5-182", "seg": [ [ [ "序列", "增量", "赋值", "增量赋值" ] ] ], "level": { "min": 0.2728807835190814, "max": 0.27289766970618035 }, "related_data": {} } } }, { "list.sort方法和内置函数sorted": { "data": { "uuid": "python-5-183", "seg": [ [ [ "list", "sort", "方法" ], [ "内置", "函数", "sorted", "内置函数" ] ] ], "level": { "min": 0.27289766970618035, "max": 0.2729145558932793 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "90247230@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "用bisect来管理已排序的序列": { "data": { "uuid": "python-5-184", "seg": [ [ [ "bisect", "管理", "排序", "序列", "已排序" ] ] ], "level": { "min": 0.2729145558932793, "max": 0.2729314420803783 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7437968_53411243@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "当列表不是首选时": { "data": { "uuid": "python-5-185", "seg": [ [ [ "列表", "首选" ] ] ], "level": { "min": 0.2729314420803783, "max": 0.2729483282674772 }, "related_data": {} } } } ], "data": { "uuid": "python-4-244", "seg": [ [ [ "序列", "数组" ] ] ], "level": { "min": 0.27284701114488347, "max": 0.2729483282674772 }, "related_data": {} } } }, { "文本和字节序列": { "children": [ { "字节概要": { "data": { "uuid": "python-5-186", "seg": [ [ [ "字节", "概要" ] ] ], "level": { "min": 0.2729483282674772, "max": 0.2729628021421335 }, "related_data": {} } } }, { "基本的编解码器": { "data": { "uuid": "python-5-187", "seg": [ [ [ "编解码器" ] ] ], "level": { "min": 0.2729628021421335, "max": 0.2729772760167897 }, "related_data": {} } } }, { "处理文本文件": { "data": { "uuid": "python-5-188", "seg": [ [ [ "文本文件" ] ] ], "level": { "min": 0.2729772760167897, "max": 0.272991749891446 }, "related_data": {} } } }, { "为了正确比较而规范化Unicode字符串": { "data": { "uuid": "python-5-189", "seg": [ [ [ "规范化", "unicode", "字符串" ] ] ], "level": { "min": 0.272991749891446, "max": 0.2730062237661022 }, "related_data": {} } } }, { "Unicode文本排序": { "data": { "uuid": "python-5-190", "seg": [ [ [ "unicode", "文本", "排序", "文本排序" ] ] ], "level": { "min": 0.2730062237661022, "max": 0.2730206976407584 }, "related_data": {} } } }, { "Unicode数据库": { "data": { "uuid": "python-5-191", "seg": [ [ [ "unicode", "数据库" ] ] ], "level": { "min": 0.2730206976407584, "max": 0.2730351715154147 }, "related_data": {} } } }, { "支持字符串和字节序列的双模式API": { "data": { "uuid": "python-5-192", "seg": [ [ [ "支持", "字符串" ], [ "字节", "序列", "双模式", "api", "字节序列" ] ] ], "level": { "min": 0.2730351715154147, "max": 0.2730496453900709 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7459451_53445079@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-245", "seg": [ [ [ "文本" ], [ "字节", "序列", "字节序列" ] ] ], "level": { "min": 0.2729483282674772, "max": 0.2730496453900709 }, "related_data": {} } } } ], "data": { "uuid": "python-3-42", "seg": [ [ [ "数据结构" ] ] ], "level": { "min": 0.2723404255319149, "max": 0.2730496453900709 }, "related_data": {} } } }, { "模块": { "children": [ { "模块详解": { "children": [ { "以脚本方式执行模块": { "data": { "uuid": "python-5-193", "seg": [ [ [ "脚本", "方式", "执行", "模块", "脚本方式" ] ] ], "level": { "min": 0.2730496453900709, "max": 0.27306653157716987 }, "related_data": {} } } }, { "模块搜索路径": { "data": { "uuid": "python-5-194", "seg": [ [ [ "模块", "搜索", "路径" ] ] ], "level": { "min": 0.27306653157716987, "max": 0.27308341776426887 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7406339_53358780@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "“已编译的” Python文件": { "data": { "uuid": "python-5-195", "seg": [ [ [ "编译", "python", "文件", "已编译" ] ] ], "level": { "min": 0.27308341776426887, "max": 0.2731003039513678 }, "related_data": {} } } } ], "data": { "uuid": "python-4-246", "seg": [ [ [ "模块", "详解" ] ] ], "level": { "min": 0.2730496453900709, "max": 0.2731003039513678 }, "related_data": {} } } }, { "标准模块": { "data": { "uuid": "python-4-247", "seg": [ [ [ "标准", "模块", "标准模块" ] ] ], "level": { "min": 0.2731003039513678, "max": 0.27315096251266463 }, "related_data": {} } } }, { "dir 函数": { "data": { "uuid": "python-4-248", "seg": [ [ [ "dir", "函数" ] ] ], "level": { "min": 0.27315096251266463, "max": 0.2732016210739615 }, "related_data": {} } } }, { "包": { "children": [ { "从包中导入 *": { "data": { "uuid": "python-5-196", "seg": [ [ [ "包中", "导入" ] ] ], "level": { "min": 0.2732016210739615, "max": 0.27321850726106045 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1084971_1291392@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "子包参考": { "data": { "uuid": "python-5-197", "seg": [ [ [ "子", "包", "参考" ] ] ], "level": { "min": 0.27321850726106045, "max": 0.27323539344815945 }, "related_data": {} } } }, { "多目录中的包": { "data": { "uuid": "python-5-198", "seg": [ [ [ "目录", "包" ] ] ], "level": { "min": 0.27323539344815945, "max": 0.2732522796352584 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_385495_422819@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_356293_371730@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_771448_834056@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_700745_589833@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "115679607@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-249", "seg": [ [ [ "包" ] ] ], "level": { "min": 0.2732016210739615, "max": 0.2732522796352584 }, "related_data": {} } } }, { "安装第三方模块": { "data": { "uuid": "python-4-250", "seg": [ [ [ "安装", "模块" ] ] ], "level": { "min": 0.2732522796352584, "max": 0.2733029381965552 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_237219_217099@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7403121_53351359@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_202253_126613@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_6182731_43026343@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "84539086@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Pillow": { "data": { "uuid": "python-4-251", "seg": [ [ [ "pillow" ] ] ], "level": { "min": 0.2733029381965552, "max": 0.2733535967578521 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "103821264@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116936268@python@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "requests": { "data": { "uuid": "python-4-252", "seg": [ [ [ "requests" ] ] ], "level": { "min": 0.2733535967578521, "max": 0.2734042553191489 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7422629_53381336@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1915276_9431451@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1093148_1302277@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7445044_53423605@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1056835_1253886@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7455246_53438096@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1047358_1244368@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1086125_1292939@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7418209_53374117@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_765927_824952@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_688315_553853@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1095709_1307356@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7420225_53378221@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "116078509@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "chardet": { "data": { "uuid": "python-4-253", "seg": [ [ [ "chardet" ] ] ], "level": { "min": 0.2734042553191489, "max": 0.2734549138804458 }, "related_data": {} } } }, { "psutil": { "data": { "uuid": "python-4-254", "seg": [ [ [ "psutil" ] ] ], "level": { "min": 0.2734549138804458, "max": 0.2735055724417427 }, "related_data": {} } } }, { "cmath和复数": { "data": { "uuid": "python-4-255", "seg": [ [ [ "cmath" ], [ "复数" ] ] ], "level": { "min": 0.2735055724417427, "max": 0.2735562310030395 }, "related_data": {} } } }, { "回到未来": { "data": { "uuid": "python-4-256", "seg": [ [ [ "回到未来" ] ] ], "level": { "min": 0.2735562310030395, "max": 0.2736068895643364 }, "related_data": {} } } }, { "模块就是程序": { "data": { "uuid": "python-4-257", "seg": [ [ [ "模块", "程序", "就是程序" ] ] ], "level": { "min": 0.2736068895643364, "max": 0.27365754812563325 }, "related_data": {} } } }, { "模块是用来下定义的": { "data": { "uuid": "python-4-258", "seg": [ [ [ "模块", "下定义" ] ] ], "level": { "min": 0.27365754812563325, "max": 0.2737082066869301 }, "related_data": {} } } }, { "让模块可用": { "data": { "uuid": "python-4-259", "seg": [ [ [ "模块", "可用" ] ] ], "level": { "min": 0.2737082066869301, "max": 0.27375886524822696 }, "related_data": {} } } } ], "data": { "uuid": "python-3-43", "seg": [ [ [ "模块" ] ] ], "level": { "min": 0.2730496453900709, "max": 0.27375886524822696 }, "related_data": {} } } }, { "输入与输出": { "children": [ { "更复杂的输出格式": { "children": [ { "格式化字符串字面值": { "data": { "uuid": "python-5-199", "seg": [ [ [ "格式化", "字符串", "字", "面值", "格式化字符串", "字符串字", "字面值" ] ] ], "level": { "min": 0.27375886524822696, "max": 0.2738031914893617 }, "related_data": {} } } }, { "字符串format 方法": { "data": { "uuid": "python-5-200", "seg": [ [ [ "字符串", "for", "mat", "方法" ] ] ], "level": { "min": 0.2738031914893617, "max": 0.2738475177304964 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_747724_799207@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426083_53388848@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_654100_463476@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "手动格式化字符串": { "data": { "uuid": "python-5-201", "seg": [ [ [ "手动", "格式化", "字符串", "手动格式化", "格式化字符串" ] ] ], "level": { "min": 0.2738475177304964, "max": 0.2738918439716312 }, "related_data": {} } } }, { "旧式字符串格式化方法": { "data": { "uuid": "python-5-202", "seg": [ [ [ "旧式", "字符串", "格式化", "方法", "旧式字符串", "字符串格式化", "格式化方法" ] ] ], "level": { "min": 0.2738918439716312, "max": 0.27393617021276595 }, "related_data": {} } } } ], "data": { "uuid": "python-4-260", "seg": [ [ [ "输出", "格式" ] ] ], "level": { "min": 0.27375886524822696, "max": 0.27393617021276595 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7418799_53375290@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7462835_53448532@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7412112_53363289@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7439132_53412990@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1062626_1260468@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7395892_53338975@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455519_53438632@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7457477_53441728@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_205829_137017@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7459737_53444735@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7437661_53410781@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1100166_1315060@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_782108_852700@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_350515_359455@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1056907_1253967@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7463098_53449009@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_205846_137015@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1097069_1310137@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444753_53423263@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441345_53417396@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447016_53426557@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1092960_1301868@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453843_53436539@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7406106_53355464@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7414654_53367596@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460314_53445406@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_692715_568448@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413992_53366239@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7457453_53441644@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7423091_53382491@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7458117_53442676@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_770426_832190@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7452570_53434591@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451769_53433304@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_683300_539329@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_774293_838342@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456960_53441059@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7465459_53452371@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7434736_53405129@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1058995_1260306@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1083457_1289754@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441243_53417084@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1063611_1261655@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7434108_53404468@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_752735_806962@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_768798_829171@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444680_53423176@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444469_53422566@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460063_53445177@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7454379_53437287@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_873857_1008222@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1048734_1246197@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_242469_229895@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7445486_53424202@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7440897_53416577@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7449129_53429173@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7434949_53405417@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7434409_53414509@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408725_53358996@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_885094_1027662@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1091721_1299287@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "读写文件": { "children": [ { "文件对象的方法": { "data": { "uuid": "python-5-203", "seg": [ [ [ "文件", "对象", "方法", "文件对象" ] ] ], "level": { "min": 0.27393617021276595, "max": 0.27397163120567375 }, "related_data": {} } } }, { "使用json保存结构化数据": { "data": { "uuid": "python-5-204", "seg": [ [ [ "json", "保存", "结构化", "数据", "结构化数据" ] ] ], "level": { "min": 0.27397163120567375, "max": 0.27400709219858155 }, "related_data": {} } } }, { "文件读写过程": { "data": { "uuid": "python-5-205", "seg": [ [ [ "文件", "读写", "过程" ] ] ], "level": { "min": 0.27400709219858155, "max": 0.2740425531914894 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7415651_53369180@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7431416_53399784@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7411634_53362601@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_172864_51802@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_701610_591488@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "用shelve模块保存变量": { "data": { "uuid": "python-5-206", "seg": [ [ [ "shelve", "模块", "保存", "变量" ] ] ], "level": { "min": 0.2740425531914894, "max": 0.2740780141843972 }, "related_data": {} } } }, { "用pprint.pformat函数保存变量": { "data": { "uuid": "python-5-207", "seg": [ [ [ "pprint", "p", "for", "mat", "函数", "保存", "变量" ] ] ], "level": { "min": 0.2740780141843972, "max": 0.274113475177305 }, "related_data": {} } } } ], "data": { "uuid": "python-4-261", "seg": [ [ [ "读写", "文件" ] ] ], "level": { "min": 0.27393617021276595, "max": 0.274113475177305 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7461911_53447346@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7461476_53446601@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450243_53430801@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "使用input函数输入": { "data": { "uuid": "python-4-262", "seg": [ [ [ "input", "函数", "输入" ] ] ], "level": { "min": 0.274113475177305, "max": 0.274290780141844 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7449233_53429448@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7420692_53378911@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448210_53428263@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_750470_803545@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "使用print函数输出": { "data": { "uuid": "python-4-263", "seg": [ [ [ "print", "函数", "输出" ] ] ], "level": { "min": 0.274290780141844, "max": 0.274468085106383 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1078163_1282547@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_214673_159368@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7458648_53443290@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_355220_368490@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_752199_806213@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_748186_799968@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1092844_1301493@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1096122_1308075@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-44", "seg": [ [ [ "输入" ], [ "输出" ] ] ], "level": { "min": 0.27375886524822696, "max": 0.274468085106383 }, "related_data": {} } } }, { "错误和异常": { "children": [ { "句法错误": { "data": { "uuid": "python-4-264", "seg": [ [ [ "句法", "句法错误" ] ] ], "level": { "min": 0.274468085106383, "max": 0.2745226404800873 }, "related_data": {} } } }, { "异常": { "data": { "uuid": "python-4-265", "seg": [ [ [ "异常" ] ] ], "level": { "min": 0.2745226404800873, "max": 0.2745771958537916 }, "related_data": {} } } }, { "处理异常": { "data": { "uuid": "python-4-266", "seg": [ [ [ "异常" ] ] ], "level": { "min": 0.2745771958537916, "max": 0.2746317512274959 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_202487_127554@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "触发异常": { "data": { "uuid": "python-4-267", "seg": [ [ [ "触发", "异常" ] ] ], "level": { "min": 0.2746317512274959, "max": 0.27468630660120025 }, "related_data": {} } } }, { "异常链": { "data": { "uuid": "python-4-268", "seg": [ [ [ "异常", "链", "异常链" ] ] ], "level": { "min": 0.27468630660120025, "max": 0.27474086197490455 }, "related_data": {} } } }, { "用户自定义异常": { "data": { "uuid": "python-4-269", "seg": [ [ [ "用户", "自定义", "异常" ] ] ], "level": { "min": 0.27474086197490455, "max": 0.27479541734860885 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_6386932_44841254@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "定义清理操作": { "data": { "uuid": "python-4-270", "seg": [ [ [ "定义", "清理", "操作" ] ] ], "level": { "min": 0.27479541734860885, "max": 0.27484997272231315 }, "related_data": {} } } }, { "预定义的清理操作": { "data": { "uuid": "python-4-271", "seg": [ [ [ "预定", "义", "清理", "操作" ] ] ], "level": { "min": 0.27484997272231315, "max": 0.27490452809601745 }, "related_data": {} } } }, { "异常是什么": { "data": { "uuid": "python-4-272", "seg": [ [ [ "异常", "异常是" ] ] ], "level": { "min": 0.27490452809601745, "max": 0.27495908346972175 }, "related_data": {} } } }, { "让事情沿你指定的轨道出错": { "children": [ { "自定义的异常类": { "data": { "uuid": "python-5-208", "seg": [ [ [ "自定义", "异常", "类", "异常类" ] ] ], "level": { "min": 0.27495908346972175, "max": 0.2750136388434261 }, "related_data": {} } } } ], "data": { "uuid": "python-4-273", "seg": [ [ [ "事情", "指定", "轨道", "出错" ] ] ], "level": { "min": 0.27495908346972175, "max": 0.2750136388434261 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433278_53403240@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7397571_53342669@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7425072_53386245@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_672117_496732@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427640_53392251@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397803_53343221@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_682704_537563@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_869417_1000592@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "捕获异常": { "children": [ { "不用提供参数": { "data": { "uuid": "python-5-209", "seg": [ [ [ "不用", "提供", "参数" ] ] ], "level": { "min": 0.2750136388434261, "max": 0.275021432468241 }, "related_data": {} } } }, { "多个except子句": { "data": { "uuid": "python-5-210", "seg": [ [ [ "except", "子句" ] ] ], "level": { "min": 0.275021432468241, "max": 0.2750292260930559 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433336_53403374@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "一箭双雕": { "data": { "uuid": "python-5-211", "seg": [ [ [ "一箭双雕" ] ] ], "level": { "min": 0.2750292260930559, "max": 0.2750370197178708 }, "related_data": {} } } }, { "捕获对象": { "data": { "uuid": "python-5-212", "seg": [ [ [ "捕获", "对象" ] ] ], "level": { "min": 0.2750370197178708, "max": 0.2750448133426857 }, "related_data": {} } } }, { "一网打尽": { "data": { "uuid": "python-5-213", "seg": [ [ [ "一网打尽" ] ] ], "level": { "min": 0.2750448133426857, "max": 0.2750526069675006 }, "related_data": {} } } }, { "万事大吉时": { "data": { "uuid": "python-5-214", "seg": [ [ [ "万事大吉" ] ] ], "level": { "min": 0.2750526069675006, "max": 0.2750604005923155 }, "related_data": {} } } }, { "最后": { "data": { "uuid": "python-5-215", "seg": [ [ [] ] ], "level": { "min": 0.2750604005923155, "max": 0.2750681942171304 }, "related_data": {} } } } ], "data": { "uuid": "python-4-274", "seg": [ [ [ "捕获", "异常" ] ] ], "level": { "min": 0.2750136388434261, "max": 0.2750681942171304 }, "related_data": {} } } }, { "异常之禅": { "data": { "uuid": "python-4-275", "seg": [ [ [ "异常", "禅" ] ] ], "level": { "min": 0.2750681942171304, "max": 0.2751227495908347 }, "related_data": {} } } }, { "不那么异常的情况": { "data": { "uuid": "python-4-276", "seg": [ [ [ "异常", "情况" ] ] ], "level": { "min": 0.2751227495908347, "max": 0.275177304964539 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7446806_53426362@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397290_53342042@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7410791_53361591@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7447031_53426569@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7412495_53363925@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-45", "seg": [ [ [], [ "异常" ] ] ], "level": { "min": 0.274468085106383, "max": 0.275177304964539 }, "related_data": {} } } }, { "标准库简介": { "children": [ { "操作系统接口": { "data": { "uuid": "python-4-277", "seg": [ [ [ "操作系统", "接口" ] ] ], "level": { "min": 0.275177304964539, "max": 0.2752127659574468 }, "related_data": {} } } }, { "文件通配符": { "data": { "uuid": "python-4-278", "seg": [ [ [ "文件", "通配符", "文件通配符" ] ] ], "level": { "min": 0.2752127659574468, "max": 0.2752482269503546 }, "related_data": {} } } }, { "命令行参数": { "data": { "uuid": "python-4-279", "seg": [ [ [ "命令行", "参数", "命令行参数" ] ] ], "level": { "min": 0.2752482269503546, "max": 0.2752836879432624 }, "related_data": {} } } }, { "错误输出重定向和程序终止": { "data": { "uuid": "python-4-280", "seg": [ [ [ "输出", "重定向" ], [ "程序", "终止" ] ] ], "level": { "min": 0.2752836879432624, "max": 0.2753191489361702 }, "related_data": {} } } }, { "字符串模式匹配": { "data": { "uuid": "python-4-281", "seg": [ [ [ "字符串", "模式匹配", "字符串模式匹配" ] ] ], "level": { "min": 0.2753191489361702, "max": 0.275354609929078 }, "related_data": {} } } }, { "数学": { "data": { "uuid": "python-4-282", "seg": [ [ [ "数学" ] ] ], "level": { "min": 0.275354609929078, "max": 0.2753900709219858 }, "related_data": {} } } }, { "互联网访问": { "data": { "uuid": "python-4-283", "seg": [ [ [ "互联网", "访问" ] ] ], "level": { "min": 0.2753900709219858, "max": 0.2754255319148936 }, "related_data": {} } } }, { "日期和时间": { "data": { "uuid": "python-4-284", "seg": [ [ [ "日期" ], [ "时间" ] ] ], "level": { "min": 0.2754255319148936, "max": 0.2754609929078014 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1052132_1249694@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "数据压缩": { "data": { "uuid": "python-4-285", "seg": [ [ [ "数据压缩" ] ] ], "level": { "min": 0.2754609929078014, "max": 0.2754964539007092 }, "related_data": {} } } }, { "性能测量": { "data": { "uuid": "python-4-286", "seg": [ [ [ "性能", "测量" ] ] ], "level": { "min": 0.2754964539007092, "max": 0.27553191489361706 }, "related_data": {} } } }, { "质量控制": { "data": { "uuid": "python-4-287", "seg": [ [ [ "质量", "控制" ] ] ], "level": { "min": 0.27553191489361706, "max": 0.27556737588652486 }, "related_data": {} } } }, { "自带电池": { "data": { "uuid": "python-4-288", "seg": [ [ [ "自带", "电池", "自带电池" ] ] ], "level": { "min": 0.27556737588652486, "max": 0.27560283687943266 }, "related_data": {} } } }, { "格式化输出": { "data": { "uuid": "python-4-289", "seg": [ [ [ "格式化", "输出" ] ] ], "level": { "min": 0.27560283687943266, "max": 0.27563829787234045 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_720370_714855@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "模板": { "data": { "uuid": "python-4-290", "seg": [ [ [ "模板" ] ] ], "level": { "min": 0.27563829787234045, "max": 0.27567375886524825 }, "related_data": {} } } }, { "使用二进制数据记录格式": { "data": { "uuid": "python-4-291", "seg": [ [ [ "二进制", "数据", "记录", "格式", "二进制数据", "数据记录", "记录格式" ] ] ], "level": { "min": 0.27567375886524825, "max": 0.27570921985815605 }, "related_data": {} } } }, { "多线程": { "data": { "uuid": "python-4-292", "seg": [ [ [ "多线程" ] ] ], "level": { "min": 0.27570921985815605, "max": 0.27574468085106385 }, "related_data": {} } } }, { "日志": { "data": { "uuid": "python-4-293", "seg": [ [ [ "日志" ] ] ], "level": { "min": 0.27574468085106385, "max": 0.27578014184397165 }, "related_data": {} } } }, { "弱引用": { "data": { "uuid": "python-4-294", "seg": [ [ [ "弱", "引用" ] ] ], "level": { "min": 0.27578014184397165, "max": 0.27581560283687945 }, "related_data": {} } } }, { "用于操作列表的工具": { "data": { "uuid": "python-4-295", "seg": [ [ [ "用于", "操作", "列表", "工具" ] ] ], "level": { "min": 0.27581560283687945, "max": 0.27585106382978725 }, "related_data": {} } } }, { "十进制浮点运算": { "data": { "uuid": "python-4-296", "seg": [ [ [ "十进制", "浮点运算" ] ] ], "level": { "min": 0.27585106382978725, "max": 0.27588652482269505 }, "related_data": {} } } } ], "data": { "uuid": "python-3-46", "seg": [ [ [ "标准", "库", "简介", "标准库" ] ] ], "level": { "min": 0.275177304964539, "max": 0.27588652482269505 }, "related_data": {} } } }, { "交互式编辑和编辑历史": { "children": [ { "Tab补全和编辑历史": { "data": { "uuid": "python-4-297", "seg": [ [ [ "tab", "补全" ], [ "编辑", "历史", "编辑历史" ] ] ], "level": { "min": 0.27588652482269505, "max": 0.27624113475177303 }, "related_data": {} } } }, { "默认交互式解释器的替代品": { "data": { "uuid": "python-4-298", "seg": [ [ [ "默认", "交互式", "解释器", "替代品" ] ] ], "level": { "min": 0.27624113475177303, "max": 0.2765957446808511 }, "related_data": {} } } } ], "data": { "uuid": "python-3-47", "seg": [ [ [ "交互式", "编辑" ], [ "编辑", "历史", "编辑历史" ] ] ], "level": { "min": 0.27588652482269505, "max": 0.2765957446808511 }, "related_data": {} } } }, { "浮点算术:争议和限制": { "children": [ { "表示性错误": { "data": { "uuid": "python-4-299", "seg": [ [ [ "性", "性错误" ] ] ], "level": { "min": 0.2765957446808511, "max": 0.2773049645390071 }, "related_data": {} } } } ], "data": { "uuid": "python-3-48", "seg": [ [ [ "浮点", "算术", "浮点算术" ] ], [ [ "争议" ], [] ] ], "level": { "min": 0.2765957446808511, "max": 0.2773049645390071 }, "related_data": {} } } }, { "概述": { "children": [ { "其他实现": { "data": { "uuid": "python-4-300", "seg": [ [ [] ] ], "level": { "min": 0.2773049645390071, "max": 0.27754137115839245 }, "related_data": {} } } }, { "标注": { "data": { "uuid": "python-4-301", "seg": [ [ [ "标注" ] ] ], "level": { "min": 0.27754137115839245, "max": 0.2777777777777778 }, "related_data": {} } } }, { "可用性注释": { "data": { "uuid": "python-4-302", "seg": [ [ [ "可用性", "注释" ] ] ], "level": { "min": 0.2777777777777778, "max": 0.27801418439716313 }, "related_data": {} } } } ], "data": { "uuid": "python-3-49", "seg": [ [ [ "概述" ] ] ], "level": { "min": 0.2773049645390071, "max": 0.27801418439716313 }, "related_data": {} } } }, { "词法分析": { "children": [ { "行结构": { "data": { "uuid": "python-4-303", "seg": [ [ [ "结构" ] ] ], "level": { "min": 0.27801418439716313, "max": 0.27815602836879433 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7443229_53420290@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "其他形符": { "data": { "uuid": "python-4-304", "seg": [ [ [ "形符" ] ] ], "level": { "min": 0.27815602836879433, "max": 0.2782978723404255 }, "related_data": {} } } }, { "字面值": { "data": { "uuid": "python-4-305", "seg": [ [ [ "字", "面值", "字面值" ] ] ], "level": { "min": 0.2782978723404255, "max": 0.2784397163120568 }, "related_data": {} } } }, { "运算符": { "children": [ { "赋值运算符": { "data": { "uuid": "python-5-216", "seg": [ [ [ "赋值", "运算符", "赋值运算符" ] ] ], "level": { "min": 0.2784397163120568, "max": 0.27847517730496457 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_774122_838025@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460259_53445479@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "比较(关系)运算符": { "data": { "uuid": "python-5-217", "seg": [ [ [ "关系", "运算符" ] ] ], "level": { "min": 0.27847517730496457, "max": 0.27851063829787237 }, "related_data": {} } } }, { "逻辑运算符": { "data": { "uuid": "python-5-218", "seg": [ [ [ "逻辑", "运算符", "逻辑运算符" ] ] ], "level": { "min": 0.27851063829787237, "max": 0.27854609929078017 }, "related_data": {} } } }, { "位运算符": { "data": { "uuid": "python-5-219", "seg": [ [ [ "位", "运算符" ] ] ], "level": { "min": 0.27854609929078017, "max": 0.27858156028368797 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7423742_53383866@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444550_53422769@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-306", "seg": [ [ [ "运算符" ] ] ], "level": { "min": 0.2784397163120568, "max": 0.27858156028368797 }, "related_data": {} } } }, { "分隔符": { "data": { "uuid": "python-4-307", "seg": [ [ [ "分隔符" ] ] ], "level": { "min": 0.27858156028368797, "max": 0.27872340425531916 }, "related_data": {} } } } ], "data": { "uuid": "python-3-50", "seg": [ [ [ "词法", "分析" ] ] ], "level": { "min": 0.27801418439716313, "max": 0.27872340425531916 }, "related_data": {} } } }, { "数据模型": { "children": [ { "标准类型层级结构": { "data": { "uuid": "python-4-308", "seg": [ [ [ "标准", "类型", "层级", "结构", "标准类型", "类型层级", "层级结构" ] ] ], "level": { "min": 0.27872340425531916, "max": 0.2789598108747045 }, "related_data": {} } } }, { "特殊方法名称": { "data": { "uuid": "python-4-309", "seg": [ [ [ "方法", "名称", "方法名称" ] ] ], "level": { "min": 0.2789598108747045, "max": 0.27919621749408985 }, "related_data": {} } } }, { "协程": { "children": [ { "生成器如何进化成协程": { "data": { "uuid": "python-5-220", "seg": [ [ [ "生成器", "进化", "成", "协程" ] ] ], "level": { "min": 0.27919621749408985, "max": 0.27922998986828773 }, "related_data": {} } } }, { "用作协程的生成器的基本行为": { "data": { "uuid": "python-5-221", "seg": [ [ [ "作协", "程", "生成器" ] ] ], "level": { "min": 0.27922998986828773, "max": 0.27926376224248567 }, "related_data": {} } } }, { "预激协程的装饰器": { "data": { "uuid": "python-5-222", "seg": [ [ [ "预激", "协程", "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.27926376224248567, "max": 0.27929753461668355 }, "related_data": {} } } }, { "让协程返回值": { "data": { "uuid": "python-5-223", "seg": [ [ [ "协程", "返回值", "协程返回值" ] ] ], "level": { "min": 0.27929753461668355, "max": 0.2793313069908815 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7435927_53406943@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用yield from": { "data": { "uuid": "python-5-224", "seg": [ [ [ "yield", "from" ] ] ], "level": { "min": 0.2793313069908815, "max": 0.27936507936507937 }, "related_data": {} } } }, { "yield from的意义": { "data": { "uuid": "python-5-225", "seg": [ [ [ "yield", "from", "意义" ] ] ], "level": { "min": 0.27936507936507937, "max": 0.2793988517392773 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1641721_6769631@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用案例:使用协程做离散事件仿真": { "data": { "uuid": "python-5-226", "seg": [ [ [ "案例" ] ], [ [ "协程", "做", "离散", "事件", "仿真" ] ] ], "level": { "min": 0.2793988517392773, "max": 0.2794326241134752 }, "related_data": {} } } } ], "data": { "uuid": "python-4-310", "seg": [ [ [ "协程" ] ] ], "level": { "min": 0.27919621749408985, "max": 0.2794326241134752 }, "related_data": {} } } } ], "data": { "uuid": "python-3-51", "seg": [ [ [ "数据模型" ] ] ], "level": { "min": 0.27872340425531916, "max": 0.2794326241134752 }, "related_data": {} } } }, { "执行模型": { "children": [ { "程序的结构": { "data": { "uuid": "python-4-311", "seg": [ [ [ "程序", "结构" ] ] ], "level": { "min": 0.2794326241134752, "max": 0.27978723404255323 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451367_53432577@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7432013_53401083@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_748030_799840@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7435548_53406317@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "命名与绑定": { "data": { "uuid": "python-4-312", "seg": [ [ [ "命名" ], [ "绑定" ] ] ], "level": { "min": 0.27978723404255323, "max": 0.2801418439716312 }, "related_data": {} } } } ], "data": { "uuid": "python-3-52", "seg": [ [ [ "执行", "模型" ] ] ], "level": { "min": 0.2794326241134752, "max": 0.2801418439716312 }, "related_data": {} } } }, { "导入系统": { "children": [ { "importlib": { "data": { "uuid": "python-4-313", "seg": [ [ [ "importlib" ] ] ], "level": { "min": 0.2801418439716312, "max": 0.28023049645390075 }, "related_data": {} } } }, { "搜索": { "data": { "uuid": "python-4-314", "seg": [ [ [ "搜索" ] ] ], "level": { "min": 0.28023049645390075, "max": 0.2803191489361702 }, "related_data": {} } } }, { "加载": { "data": { "uuid": "python-4-315", "seg": [ [ [ "加载" ] ] ], "level": { "min": 0.2803191489361702, "max": 0.28040780141843974 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455037_53437803@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "基于路径的查找器": { "data": { "uuid": "python-4-316", "seg": [ [ [ "路径", "查找", "器" ] ] ], "level": { "min": 0.28040780141843974, "max": 0.2804964539007092 }, "related_data": {} } } }, { "替换标准导入系统": { "data": { "uuid": "python-4-317", "seg": [ [ [ "替换", "标准", "导入", "系统" ] ] ], "level": { "min": 0.2804964539007092, "max": 0.28058510638297873 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7412426_53363787@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425670_53387288@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459397_53444322@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7444607_53422912@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7444483_53422766@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "78442649@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83450737@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "包相对导入": { "data": { "uuid": "python-4-318", "seg": [ [ [ "包", "导入", "相对导入" ] ] ], "level": { "min": 0.28058510638297873, "max": 0.28067375886524826 }, "related_data": {} } } }, { "有关__main__的特殊事项": { "data": { "uuid": "python-4-319", "seg": [ [ [ "main", "事项" ] ] ], "level": { "min": 0.28067375886524826, "max": 0.2807624113475177 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_381959_416113@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1096157_1308180@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1095555_1307032@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "参考文献": { "data": { "uuid": "python-4-320", "seg": [ [ [ "参考文献" ] ] ], "level": { "min": 0.2807624113475177, "max": 0.28085106382978725 }, "related_data": {} } } } ], "data": { "uuid": "python-3-53", "seg": [ [ [ "导入", "系统" ] ] ], "level": { "min": 0.2801418439716312, "max": 0.28085106382978725 }, "related_data": {} } } }, { "复合语句": { "children": [ { "while语句": { "data": { "uuid": "python-4-321", "seg": [ [ [ "while", "语句" ] ] ], "level": { "min": 0.28085106382978725, "max": 0.28099290780141845 }, "related_data": {} } } }, { "try语句": { "data": { "uuid": "python-4-322", "seg": [ [ [ "try", "语句" ] ] ], "level": { "min": 0.28099290780141845, "max": 0.28113475177304964 }, "related_data": {} } } }, { "with语句": { "data": { "uuid": "python-4-323", "seg": [ [ [ "with", "语句" ] ] ], "level": { "min": 0.28113475177304964, "max": 0.2812765957446809 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_757547_813087@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "函数定义": { "data": { "uuid": "python-4-324", "seg": [ [ [ "函数", "定义", "函数定义" ] ] ], "level": { "min": 0.2812765957446809, "max": 0.2814184397163121 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433766_53404068@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7433763_53404067@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "类定义": { "data": { "uuid": "python-4-325", "seg": [ [ [ "类", "定义" ] ] ], "level": { "min": 0.2814184397163121, "max": 0.2815602836879433 }, "related_data": {} } } } ], "data": { "uuid": "python-3-54", "seg": [ [ [ "复合", "语句" ] ] ], "level": { "min": 0.28085106382978725, "max": 0.2815602836879433 }, "related_data": {} } } }, { "顶级组件": { "children": [ { "完整的Python程序": { "children": [ { "使用文本编辑器": { "data": { "uuid": "python-5-227", "seg": [ [ [ "文本编辑", "器", "文本编辑器" ] ] ], "level": { "min": 0.2815602836879433, "max": 0.2816489361702128 }, "related_data": {} } } }, { "Python代码运行助手": { "data": { "uuid": "python-5-228", "seg": [ [ [ "python", "代码运行", "助手", "代码运行助手" ] ] ], "level": { "min": 0.2816489361702128, "max": 0.2817375886524823 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "111990510@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-326", "seg": [ [ [ "python", "程序" ] ] ], "level": { "min": 0.2815602836879433, "max": 0.2817375886524823 }, "related_data": {} } } }, { "文件输入": { "data": { "uuid": "python-4-327", "seg": [ [ [ "文件", "输入" ] ] ], "level": { "min": 0.2817375886524823, "max": 0.28191489361702127 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_771488_834130@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "交互式输入": { "data": { "uuid": "python-4-328", "seg": [ [ [ "交互式", "输入" ] ] ], "level": { "min": 0.28191489361702127, "max": 0.2820921985815603 }, "related_data": {} } } }, { "表达式输入": { "data": { "uuid": "python-4-329", "seg": [ [ [ "表达式", "输入" ] ] ], "level": { "min": 0.2820921985815603, "max": 0.2822695035460993 }, "related_data": {} } } } ], "data": { "uuid": "python-3-55", "seg": [ [ [ "顶级", "组件", "顶级组件" ] ] ], "level": { "min": 0.2815602836879433, "max": 0.2822695035460993 }, "related_data": {} } } }, { "完整的语法规范": { "data": { "uuid": "python-3-56", "seg": [ [ [ "语法", "规范", "语法规范" ] ] ], "level": { "min": 0.2822695035460993, "max": 0.28297872340425534 }, "related_data": {} } } }, { "内置常量": { "children": [ { "由site模块添加的常量": { "data": { "uuid": "python-4-330", "seg": [ [ [ "site", "模块", "添加", "常量" ] ] ], "level": { "min": 0.28297872340425534, "max": 0.2836879432624113 }, "related_data": {} } } } ], "data": { "uuid": "python-3-57", "seg": [ [ [ "内置", "常量", "内置常量" ] ] ], "level": { "min": 0.28297872340425534, "max": 0.2836879432624113 }, "related_data": {} } } }, { "内置类型": { "children": [ { "逻辑值检测": { "data": { "uuid": "python-4-331", "seg": [ [ [ "逻辑值", "检测" ] ] ], "level": { "min": 0.2836879432624113, "max": 0.2837424986361156 }, "related_data": {} } } }, { "布尔运算 --- and, or, not": { "data": { "uuid": "python-4-332", "seg": [ [ [ "布尔运算", "and", "or", "not" ] ] ], "level": { "min": 0.2837424986361156, "max": 0.2837970540098199 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_368230_394646@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_718045_711598@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_175126_55398@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7452207_53434102@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7402121_53349724@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7406350_53355783@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79057042@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7191794@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "比较": { "data": { "uuid": "python-4-333", "seg": [ [ [] ] ], "level": { "min": 0.2837970540098199, "max": 0.2838516093835242 }, "related_data": {} } } }, { "数字类型 --- int, float, complex": { "data": { "uuid": "python-4-334", "seg": [ [ [ "数字", "类型", "int", "float", "complex", "数字类型" ] ] ], "level": { "min": 0.2838516093835242, "max": 0.2839061647572286 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7398948_53345641@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7424548_53385633@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7439290_53413290@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7410536_53361481@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "迭代器类型": { "data": { "uuid": "python-4-335", "seg": [ [ [ "迭代", "器", "类型", "器类型" ] ] ], "level": { "min": 0.2839061647572286, "max": 0.2839607201309329 }, "related_data": {} } } }, { "序列类型 --- list, tuple, range": { "data": { "uuid": "python-4-336", "seg": [ [ [ "序列", "类型", "list", "tuple", "range", "序列类型" ] ] ], "level": { "min": 0.2839607201309329, "max": 0.2840152755046372 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7418675_53374974@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_776103_841049@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "文本序列类型 --- str": { "data": { "uuid": "python-4-337", "seg": [ [ [ "文本", "序列", "类型", "str", "文本序列", "序列类型" ] ] ], "level": { "min": 0.2840152755046372, "max": 0.2840698308783415 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451782_53434165@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "二进制序列类型 --- bytes, bytearray, memoryview": { "data": { "uuid": "python-4-338", "seg": [ [ [ "二进制", "序列", "类型", "bytes", "bytearray", "memoryview", "二进制序列", "序列类型" ] ] ], "level": { "min": 0.2840698308783415, "max": 0.2841243862520458 }, "related_data": {} } } }, { "集合类型 --- set, frozenset": { "data": { "uuid": "python-4-339", "seg": [ [ [ "集合", "类型", "set", "frozenset" ] ] ], "level": { "min": 0.2841243862520458, "max": 0.2841789416257501 }, "related_data": {} } } }, { "映射类型 --- dict": { "data": { "uuid": "python-4-340", "seg": [ [ [ "映射", "类型", "dict" ] ] ], "level": { "min": 0.2841789416257501, "max": 0.28423349699945444 }, "related_data": {} } } }, { "上下文管理器类型": { "data": { "uuid": "python-4-341", "seg": [ [ [ "上下文", "管理器", "类型", "管理器类型" ] ] ], "level": { "min": 0.28423349699945444, "max": 0.28428805237315874 }, "related_data": {} } } }, { "Generic Alias Type": { "data": { "uuid": "python-4-342", "seg": [ [ [ "generic", "alias", "type" ] ] ], "level": { "min": 0.28428805237315874, "max": 0.28434260774686304 }, "related_data": {} } } }, { "其他内置类型": { "data": { "uuid": "python-4-343", "seg": [ [ [ "内置", "类型", "内置类型" ] ] ], "level": { "min": 0.28434260774686304, "max": 0.28439716312056734 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_175789_56960@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_169502_45467@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-3-58", "seg": [ [ [ "内置", "类型", "内置类型" ] ] ], "level": { "min": 0.2836879432624113, "max": 0.28439716312056734 }, "related_data": {} } } }, { "内置异常": { "children": [ { "基类": { "data": { "uuid": "python-4-344", "seg": [ [ [ "基类" ] ] ], "level": { "min": 0.28439716312056734, "max": 0.2846335697399527 }, "related_data": {} } } }, { "警告": { "data": { "uuid": "python-4-345", "seg": [ [ [ "警告" ] ] ], "level": { "min": 0.2846335697399527, "max": 0.28486997635933803 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_660081_475570@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "85959431@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "异常层次结构": { "data": { "uuid": "python-4-346", "seg": [ [ [ "异常", "层次结构", "异常层次结构" ] ] ], "level": { "min": 0.28486997635933803, "max": 0.28510638297872337 }, "related_data": {} } } } ], "data": { "uuid": "python-3-59", "seg": [ [ [ "内置", "异常" ] ] ], "level": { "min": 0.28439716312056734, "max": 0.28510638297872337 }, "related_data": {} } } }, { "文本处理服务": { "children": [ { "string --- 常见的字符串操作": { "data": { "uuid": "python-4-347", "seg": [ [ [ "string", "常见", "字符串", "操作" ] ] ], "level": { "min": 0.28510638297872337, "max": 0.2851950354609929 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_716709_709601@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1049281_1246675@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_724268_726238@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_771959_834947@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1068610_1269438@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7219140@descriptor@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5683850@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116807402@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6903504@list@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6532217@descriptor@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6124685@descriptor@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6950440@list@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5302044@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5422312@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6083198@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6303958@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "re --- 正则表达式操作": { "data": { "uuid": "python-4-348", "seg": [ [ [ "re", "正则表达式", "操作" ] ] ], "level": { "min": 0.2851950354609929, "max": 0.28528368794326237 }, "related_data": {} } } }, { "difflib --- 计算差异的辅助工具": { "data": { "uuid": "python-4-349", "seg": [ [ [ "d", "if", "flib", "计算", "差异", "辅助工具" ] ] ], "level": { "min": 0.28528368794326237, "max": 0.2853723404255319 }, "related_data": {} } } }, { "textwrap --- 文本自动换行与填充": { "data": { "uuid": "python-4-350", "seg": [ [ [ "textwrap", "文本", "自动", "换行" ], [ "填充" ] ] ], "level": { "min": 0.2853723404255319, "max": 0.28546099290780136 }, "related_data": {} } } }, { "unicodedata --- Unicode数据库": { "data": { "uuid": "python-4-351", "seg": [ [ [ "unicodedata", "unicode", "数据库" ] ] ], "level": { "min": 0.28546099290780136, "max": 0.2855496453900709 }, "related_data": {} } } }, { "stringprep --- 因特网字符串预备": { "data": { "uuid": "python-4-352", "seg": [ [ [ "stringprep", "因特网", "字符串", "预备", "因特网字符串" ] ] ], "level": { "min": 0.2855496453900709, "max": 0.2856382978723404 }, "related_data": {} } } }, { "readline --- GNU readline接口": { "data": { "uuid": "python-4-353", "seg": [ [ [ "readline", "gnu", "接口" ] ] ], "level": { "min": 0.2856382978723404, "max": 0.2857269503546099 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7403941_53352714@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1092705_1300877@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7395316_53337636@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "rlcompleter --- GNU readline的补全函数": { "data": { "uuid": "python-4-354", "seg": [ [ [ "rlcompleter", "gnu", "readline", "补全", "函数" ] ] ], "level": { "min": 0.2857269503546099, "max": 0.2858156028368794 }, "related_data": {} } } } ], "data": { "uuid": "python-3-60", "seg": [ [ [ "文本处理", "服务" ] ] ], "level": { "min": 0.28510638297872337, "max": 0.2858156028368794 }, "related_data": {} } } }, { "二进制数据服务": { "children": [ { "struct --- 将字节串解读为打包的二进制数据": { "data": { "uuid": "python-4-355", "seg": [ [ [ "struct", "字节", "串", "解读", "打包", "二进制", "数据", "将字节", "二进制数据" ] ] ], "level": { "min": 0.2858156028368794, "max": 0.28617021276595744 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_194449_102145@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "codecs --- 编解码器注册和相关基类": { "data": { "uuid": "python-4-356", "seg": [ [ [ "codecs", "编解码器", "注册" ], [ "相关", "基类" ] ] ], "level": { "min": 0.28617021276595744, "max": 0.28652482269503543 }, "related_data": {} } } } ], "data": { "uuid": "python-3-61", "seg": [ [ [ "二进制", "数据服务", "二进制数据服务" ] ] ], "level": { "min": 0.2858156028368794, "max": 0.28652482269503543 }, "related_data": {} } } }, { "函数式编程模块": { "children": [ { "itertools --- 为高效循环而创建迭代器的函数": { "data": { "uuid": "python-4-357", "seg": [ [ [ "itertools", "高效", "循环", "创建", "迭代", "器", "函数" ] ] ], "level": { "min": 0.28652482269503543, "max": 0.2867612293144208 }, "related_data": {} } } }, { "functools --- 高阶函数和可调用对象上的操作": { "data": { "uuid": "python-4-358", "seg": [ [ [ "functools", "高阶", "函数", "高阶函数" ], [ "调用", "对象", "操作" ] ] ], "level": { "min": 0.2867612293144208, "max": 0.2869976359338061 }, "related_data": {} } } }, { "operator --- 标准运算符替代函数": { "data": { "uuid": "python-4-359", "seg": [ [ [ "operator", "标准", "运算符", "函数", "标准运算符", "运算符替代", "替代函数" ] ] ], "level": { "min": 0.2869976359338061, "max": 0.28723404255319146 }, "related_data": {} } } } ], "data": { "uuid": "python-3-62", "seg": [ [ [ "函数", "编程", "模块", "函数式", "编程模块" ] ] ], "level": { "min": 0.28652482269503543, "max": 0.28723404255319146 }, "related_data": {} } } }, { "数据持久化": { "children": [ { "pickle --- Python对象序列化": { "data": { "uuid": "python-4-360", "seg": [ [ [ "pickle", "python", "对象", "序列化", "对象序列化" ] ] ], "level": { "min": 0.28723404255319146, "max": 0.2873522458628841 }, "related_data": {} } } }, { "copyreg --- 注册配合pickle模块使用的函数": { "data": { "uuid": "python-4-361", "seg": [ [ [ "copyreg", "注册", "配合", "pickle", "模块", "函数" ] ] ], "level": { "min": 0.2873522458628841, "max": 0.2874704491725768 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_237489_217969@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "shelve --- Python对象持久化": { "data": { "uuid": "python-4-362", "seg": [ [ [ "shelve", "python", "对象", "持久", "化" ] ] ], "level": { "min": 0.2874704491725768, "max": 0.2875886524822695 }, "related_data": {} } } }, { "marshal --- 内部Python对象序列化": { "data": { "uuid": "python-4-363", "seg": [ [ [ "marshal", "内部", "python", "对象", "序列化", "对象序列化" ] ] ], "level": { "min": 0.2875886524822695, "max": 0.28770685579196215 }, "related_data": {} } } }, { "dbm --- Unix \"数据库\" 接口": { "data": { "uuid": "python-4-364", "seg": [ [ [ "dbm", "unix", "数据库", "接口" ] ] ], "level": { "min": 0.28770685579196215, "max": 0.2878250591016548 }, "related_data": {} } } }, { "sqlite3 --- SQLite数据库DB-API 2.0 接口模块": { "data": { "uuid": "python-4-365", "seg": [ [ [ "sqlite3", "sqlite", "数据库", "db", "api", "接口", "模块" ] ] ], "level": { "min": 0.2878250591016548, "max": 0.2879432624113475 }, "related_data": {} } } } ], "data": { "uuid": "python-3-63", "seg": [ [ [ "数据", "持久", "化" ] ] ], "level": { "min": 0.28723404255319146, "max": 0.2879432624113475 }, "related_data": {} } } }, { "文件格式": { "children": [ { "csv --- CSV文件读写": { "data": { "uuid": "python-4-366", "seg": [ [ [ "csv", "文件", "读写" ] ] ], "level": { "min": 0.2879432624113475, "max": 0.2880851063829787 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1103849_1318233@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "configparser --- 配置文件解析器": { "data": { "uuid": "python-4-367", "seg": [ [ [ "configparser", "配置文件", "解析器", "配置文件解析器" ] ] ], "level": { "min": 0.2880851063829787, "max": 0.2882269503546099 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "89854302@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "netrc --- netrc文件处理": { "data": { "uuid": "python-4-368", "seg": [ [ [ "netrc", "文件" ] ] ], "level": { "min": 0.2882269503546099, "max": 0.28836879432624113 }, "related_data": {} } } }, { "xdrlib --- 编码与解码XDR数据": { "data": { "uuid": "python-4-369", "seg": [ [ [ "xdrlib", "编码" ], [ "解码", "xdr", "数据" ] ] ], "level": { "min": 0.28836879432624113, "max": 0.2885106382978723 }, "related_data": {} } } }, { "plistlib --- 生成与解析Apple .plist文件": { "data": { "uuid": "python-4-370", "seg": [ [ [ "plistlib", "生成" ], [ "解析", "apple", "plist", "文件" ] ] ], "level": { "min": 0.2885106382978723, "max": 0.2886524822695035 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "12867863@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-64", "seg": [ [ [ "文件格式" ] ] ], "level": { "min": 0.2879432624113475, "max": 0.2886524822695035 }, "related_data": {} } } }, { "加密服务": { "children": [ { "hashlib --- 安全哈希与消息摘要": { "data": { "uuid": "python-4-371", "seg": [ [ [ "hashlib", "哈希" ], [ "消息", "摘要" ] ] ], "level": { "min": 0.2886524822695035, "max": 0.28888888888888886 }, "related_data": {} } } }, { "hmac --- 基于密钥的消息验证": { "data": { "uuid": "python-4-372", "seg": [ [ [ "hmac", "密钥", "消息", "验证" ] ] ], "level": { "min": 0.28888888888888886, "max": 0.2891252955082742 }, "related_data": {} } } }, { "secrets --- 生成管理密码的安全随机数": { "data": { "uuid": "python-4-373", "seg": [ [ [ "secrets", "生成", "管理", "密码", "随机数" ] ] ], "level": { "min": 0.2891252955082742, "max": 0.28936170212765955 }, "related_data": {} } } } ], "data": { "uuid": "python-3-65", "seg": [ [ [ "加密", "服务" ] ] ], "level": { "min": 0.2886524822695035, "max": 0.28936170212765955 }, "related_data": {} } } }, { "通用操作系统服务": { "children": [ { "os --- 多种操作系统接口": { "data": { "uuid": "python-4-374", "seg": [ [ [ "os", "操作系统", "接口" ] ] ], "level": { "min": 0.28936170212765955, "max": 0.2894060283687943 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "118259396@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "io --- 处理流的核心工具": { "data": { "uuid": "python-4-375", "seg": [ [ [ "io", "流", "核心", "工具", "核心工具" ] ] ], "level": { "min": 0.2894060283687943, "max": 0.2894503546099291 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "113572483@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "time --- 时间的访问和转换": { "data": { "uuid": "python-4-376", "seg": [ [ [ "time", "时间", "访问" ], [ "转换" ] ] ], "level": { "min": 0.2894503546099291, "max": 0.2894946808510638 }, "related_data": {} } } }, { "argparse --- 命令行选项、参数和子命令解析器": { "data": { "uuid": "python-4-377", "seg": [ [ [ "argparse", "命令行", "选项", "命令行选项" ], [ "参数", "和子", "命令", "解析器", "参数和子", "和子命令", "命令解析器" ] ] ], "level": { "min": 0.2894946808510638, "max": 0.28953900709219854 }, "related_data": {} } } }, { "getopt --- C风格的命令行选项解析器": { "data": { "uuid": "python-4-378", "seg": [ [ [ "getopt", "c", "风格", "命令行", "选项", "解析器", "命令行选项", "选项解析器" ] ] ], "level": { "min": 0.28953900709219854, "max": 0.2895833333333333 }, "related_data": {} } } }, { "logging --- Python的日志记录工具": { "data": { "uuid": "python-4-379", "seg": [ [ [ "logging", "python", "日志", "记录", "工具", "日志记录", "记录工具" ] ] ], "level": { "min": 0.2895833333333333, "max": 0.28962765957446807 }, "related_data": {} } } }, { "logging.config --- 日志记录配置": { "data": { "uuid": "python-4-380", "seg": [ [ [ "logging", "config", "日志", "记录", "配置", "日志记录" ] ] ], "level": { "min": 0.28962765957446807, "max": 0.28967198581560283 }, "related_data": {} } } }, { "logging.handlers --- 日志处理程序": { "data": { "uuid": "python-4-381", "seg": [ [ [ "logging", "handlers", "日志", "处理程序", "日志处理程序" ] ] ], "level": { "min": 0.28967198581560283, "max": 0.28971631205673753 }, "related_data": {} } } }, { "getpass --- 便携式密码输入工具": { "data": { "uuid": "python-4-382", "seg": [ [ [ "getpass", "便携式", "密码", "输入", "工具" ] ] ], "level": { "min": 0.28971631205673753, "max": 0.2897606382978723 }, "related_data": {} } } }, { "curses --- 终端字符单元显示的处理": { "data": { "uuid": "python-4-383", "seg": [ [ [ "curses", "终端", "字符", "单元", "显示", "终端字符", "字符单元" ] ] ], "level": { "min": 0.2897606382978723, "max": 0.28980496453900706 }, "related_data": {} } } }, { "curses.textpad --- 用于curses程序的文本输入控件": { "data": { "uuid": "python-4-384", "seg": [ [ [ "curses", "textpad", "用于", "程序", "文本", "输入", "控件" ] ] ], "level": { "min": 0.28980496453900706, "max": 0.2898492907801418 }, "related_data": {} } } }, { "curses.ascii --- 用于ASCII字符的工具": { "data": { "uuid": "python-4-385", "seg": [ [ [ "curses", "ascii", "用于", "字符", "工具" ] ] ], "level": { "min": 0.2898492907801418, "max": 0.2898936170212766 }, "related_data": {} } } }, { "curses.panel --- curses的面板栈扩展": { "data": { "uuid": "python-4-386", "seg": [ [ [ "curses", "panel", "面板", "栈", "扩展", "面板栈" ] ] ], "level": { "min": 0.2898936170212766, "max": 0.28993794326241135 }, "related_data": {} } } }, { "platform --- 获取底层平台的标识数据": { "data": { "uuid": "python-4-387", "seg": [ [ [ "plat", "for", "m", "获取", "底层", "平台", "标识", "数据", "底层平台", "标识数据" ] ] ], "level": { "min": 0.28993794326241135, "max": 0.28998226950354605 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "107281936@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "errno --- 标准errno系统符号": { "data": { "uuid": "python-4-388", "seg": [ [ [ "errno", "标准", "系统", "符号", "系统符号" ] ] ], "level": { "min": 0.28998226950354605, "max": 0.2900265957446808 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_672406_497840@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_698353_585291@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "ctypes --- Python的外部函数库": { "data": { "uuid": "python-4-389", "seg": [ [ [ "ctypes", "python", "外部", "函数库" ] ] ], "level": { "min": 0.2900265957446808, "max": 0.2900709219858156 }, "related_data": {} } } } ], "data": { "uuid": "python-3-66", "seg": [ [ [ "通用", "操作系统", "服务" ] ] ], "level": { "min": 0.28936170212765955, "max": 0.2900709219858156 }, "related_data": {} } } }, { "并发执行": { "children": [ { "threading --- 基于线程的并行": { "data": { "uuid": "python-4-390", "seg": [ [ [ "threading", "线程", "并行" ] ] ], "level": { "min": 0.2900709219858156, "max": 0.2901418439716312 }, "related_data": {} } } }, { "multiprocessing --- 基于进程的并行": { "data": { "uuid": "python-4-391", "seg": [ [ [ "multiprocessing", "进程", "并行" ] ] ], "level": { "min": 0.2901418439716312, "max": 0.29021276595744677 }, "related_data": {} } } }, { "multiprocessing.shared_memory --- 可从进程直接访问的共享内存": { "data": { "uuid": "python-4-392", "seg": [ [ [ "multiprocessing", "shared", "memory", "进程", "访问", "共享内存" ] ] ], "level": { "min": 0.29021276595744677, "max": 0.29028368794326237 }, "related_data": {} } } }, { "concurrent包": { "data": { "uuid": "python-4-393", "seg": [ [ [ "concurrent", "包" ] ] ], "level": { "min": 0.29028368794326237, "max": 0.29035460992907797 }, "related_data": {} } } }, { "concurrent.futures --- 启动并行任务": { "data": { "uuid": "python-4-394", "seg": [ [ [ "concurrent", "futures", "启动", "并行任务" ] ] ], "level": { "min": 0.29035460992907797, "max": 0.2904255319148936 }, "related_data": {} } } }, { "subprocess --- 子进程管理": { "data": { "uuid": "python-4-395", "seg": [ [ [ "subprocess", "子", "进程", "管理", "子进程" ] ] ], "level": { "min": 0.2904255319148936, "max": 0.2904964539007092 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_763706_822316@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1071281_1273166@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_769967_831214@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "sched --- 事件调度器": { "data": { "uuid": "python-4-396", "seg": [ [ [ "sched", "事件", "调度", "器", "事件调度", "调度器" ] ] ], "level": { "min": 0.2904964539007092, "max": 0.2905673758865248 }, "related_data": {} } } }, { "queue --- 一个同步的队列类": { "data": { "uuid": "python-4-397", "seg": [ [ [ "queue", "同步", "队列", "类", "队列类" ] ] ], "level": { "min": 0.2905673758865248, "max": 0.2906382978723404 }, "related_data": {} } } }, { "contextvars --- 上下文变量": { "data": { "uuid": "python-4-398", "seg": [ [ [ "contextvars", "上下文", "变量" ] ] ], "level": { "min": 0.2906382978723404, "max": 0.290709219858156 }, "related_data": {} } } }, { "_thread --- 底层多线程API": { "data": { "uuid": "python-4-399", "seg": [ [ [ "thread", "底层", "多线程", "api" ] ] ], "level": { "min": 0.290709219858156, "max": 0.2907801418439716 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7426580_53391091@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-67", "seg": [ [ [ "并发", "执行" ] ] ], "level": { "min": 0.2900709219858156, "max": 0.2907801418439716 }, "related_data": {} } } }, { "网络和进程间通信": { "children": [ { "asyncio --- 异步I/O": { "data": { "uuid": "python-4-400", "seg": [ [ [ "asyncio", "异步", "i", "o" ] ] ], "level": { "min": 0.2907801418439716, "max": 0.2908589440504334 }, "related_data": {} } } }, { "socket --- 底层网络接口": { "data": { "uuid": "python-4-401", "seg": [ [ [ "socket", "底层", "网络接口", "底层网络接口" ] ] ], "level": { "min": 0.2908589440504334, "max": 0.29093774625689517 }, "related_data": {} } } }, { "ssl --- 套接字对象的TLS/SSL包装器": { "data": { "uuid": "python-4-402", "seg": [ [ [ "ssl", "套", "接字", "对象", "tls", "包装", "器" ] ] ], "level": { "min": 0.29093774625689517, "max": 0.29101654846335695 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "77880227@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "select --- 等待I/O完成": { "data": { "uuid": "python-4-403", "seg": [ [ [ "select", "等待", "i", "o" ] ] ], "level": { "min": 0.29101654846335695, "max": 0.29109535066981873 }, "related_data": {} } } }, { "selectors --- 高级I/O复用库": { "data": { "uuid": "python-4-404", "seg": [ [ [ "selectors", "高级", "i", "o", "复用", "库" ] ] ], "level": { "min": 0.29109535066981873, "max": 0.2911741528762805 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7434283_53404758@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "asyncore --- 异步套接字处理器": { "data": { "uuid": "python-4-405", "seg": [ [ [ "asyncore", "异步", "套", "接字", "处理器", "异步套" ] ] ], "level": { "min": 0.2911741528762805, "max": 0.2912529550827423 }, "related_data": {} } } }, { "asynchat --- 异步套接字指令/响应处理程序": { "data": { "uuid": "python-4-406", "seg": [ [ [ "asynchat", "异步", "套", "接字", "指令", "响应", "处理程序", "异步套" ] ] ], "level": { "min": 0.2912529550827423, "max": 0.2913317572892041 }, "related_data": {} } } }, { "signal --- 设置异步事件处理程序": { "data": { "uuid": "python-4-407", "seg": [ [ [ "signal", "设置", "异步", "事件", "处理程序", "异步事件", "事件处理程序" ] ] ], "level": { "min": 0.2913317572892041, "max": 0.29141055949566586 }, "related_data": {} } } }, { "mmap --- 内存映射文件支持": { "data": { "uuid": "python-4-408", "seg": [ [ [ "mmap", "内存", "映射", "文件", "支持" ] ] ], "level": { "min": 0.29141055949566586, "max": 0.29148936170212764 }, "related_data": {} } } } ], "data": { "uuid": "python-3-68", "seg": [ [ [ "网络" ], [ "进程", "间通信", "进程间通信" ] ] ], "level": { "min": 0.2907801418439716, "max": 0.29148936170212764 }, "related_data": {} } } }, { "互联网数据处理": { "children": [ { "email --- 电子邮件与MIME处理包": { "data": { "uuid": "python-4-409", "seg": [ [ [ "email", "电子邮件" ], [ "mime", "包" ] ] ], "level": { "min": 0.29148936170212764, "max": 0.29157801418439716 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "6607612@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "json --- JSON编码和解码器": { "data": { "uuid": "python-4-410", "seg": [ [ [ "json", "编码" ], [ "解码器" ] ] ], "level": { "min": 0.29157801418439716, "max": 0.29166666666666663 }, "related_data": {} } } }, { "mailcap --- Mailcap文件处理": { "data": { "uuid": "python-4-411", "seg": [ [ [ "mailcap", "文件" ] ] ], "level": { "min": 0.29166666666666663, "max": 0.29175531914893615 }, "related_data": {} } } }, { "mailbox --- 操作多种格式的邮箱": { "data": { "uuid": "python-4-412", "seg": [ [ [ "mailbox", "操作", "格式", "邮箱" ] ] ], "level": { "min": 0.29175531914893615, "max": 0.2918439716312057 }, "related_data": {} } } }, { "mimetypes --- 映射文件名到MIME类型": { "data": { "uuid": "python-4-413", "seg": [ [ [ "mimetypes", "映射", "文件名", "mime", "类型" ] ] ], "level": { "min": 0.2918439716312057, "max": 0.29193262411347515 }, "related_data": {} } } }, { "base64 --- Base16, Base32, Base64, Base85 数据编码": { "data": { "uuid": "python-4-414", "seg": [ [ [ "base64", "base16", "base32", "base85", "数据编码" ] ] ], "level": { "min": 0.29193262411347515, "max": 0.29202127659574467 }, "related_data": {} } } }, { "binascii --- 二进制和ASCII码互转": { "data": { "uuid": "python-4-415", "seg": [ [ [ "binascii", "二进制" ], [ "ascii", "码", "互转" ] ] ], "level": { "min": 0.29202127659574467, "max": 0.29210992907801414 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_752496_806604@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7440181_53415246@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "quopri --- 编码与解码经过MIME转码的可打印数据": { "data": { "uuid": "python-4-416", "seg": [ [ [ "quopri", "编码" ], [ "解码", "mime", "转码", "打印", "数据" ] ] ], "level": { "min": 0.29210992907801414, "max": 0.29219858156028367 }, "related_data": {} } } } ], "data": { "uuid": "python-3-69", "seg": [ [ [ "互联网", "数据处理", "互联网数据处理" ] ] ], "level": { "min": 0.29148936170212764, "max": 0.29219858156028367 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7463861_53450183@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "结构化标记处理工具": { "children": [ { "html --- 超文本标记语言支持": { "data": { "uuid": "python-4-417", "seg": [ [ [ "html", "超文本", "标记", "语言", "支持", "超文本标记", "标记语言" ] ] ], "level": { "min": 0.29219858156028367, "max": 0.29225313693398797 }, "related_data": {} } } }, { "html.parser --- 简单的HTML和XHTML解析器": { "data": { "uuid": "python-4-418", "seg": [ [ [ "html", "parser" ], [ "xhtml", "解析器" ] ] ], "level": { "min": 0.29225313693398797, "max": 0.29230769230769227 }, "related_data": {} } } }, { "html.entities --- HTML一般实体的定义": { "data": { "uuid": "python-4-419", "seg": [ [ [ "html", "entities", "实体", "定义" ] ] ], "level": { "min": 0.29230769230769227, "max": 0.29236224768139657 }, "related_data": {} } } }, { "XML处理模块": { "data": { "uuid": "python-4-420", "seg": [ [ [ "xml", "模块" ] ] ], "level": { "min": 0.29236224768139657, "max": 0.2924168030551009 }, "related_data": {} } } }, { "xml.etree.ElementTree --- ElementTree XML API": { "data": { "uuid": "python-4-421", "seg": [ [ [ "xml", "etree", "elementtree", "api" ] ] ], "level": { "min": 0.2924168030551009, "max": 0.29247135842880523 }, "related_data": {} } } }, { "xml.dom --- 文档对象模型API": { "data": { "uuid": "python-4-422", "seg": [ [ [ "xml", "dom", "文档", "对象", "模型", "api", "文档对象", "对象模型" ] ] ], "level": { "min": 0.29247135842880523, "max": 0.29252591380250953 }, "related_data": {} } } }, { "xml.dom.minidom --- Minimal DOM implementation": { "data": { "uuid": "python-4-423", "seg": [ [ [ "xml", "dom", "minidom", "minimal", "implementation" ] ] ], "level": { "min": 0.29252591380250953, "max": 0.29258046917621383 }, "related_data": {} } } }, { "xml.dom.pulldom --- 支持构建部分DOM树": { "data": { "uuid": "python-4-424", "seg": [ [ [ "xml", "dom", "pulldom", "支持", "构建", "树" ] ] ], "level": { "min": 0.29258046917621383, "max": 0.29263502454991813 }, "related_data": {} } } }, { "xml.sax --- 支持SAX2 解析器": { "data": { "uuid": "python-4-425", "seg": [ [ [ "xml", "sax", "支持", "sax2", "解析器" ] ] ], "level": { "min": 0.29263502454991813, "max": 0.29268957992362243 }, "related_data": {} } } }, { "xml.sax.handler --- SAX处理程序的基类": { "data": { "uuid": "python-4-426", "seg": [ [ [ "xml", "sax", "handler", "处理程序", "基类" ] ] ], "level": { "min": 0.29268957992362243, "max": 0.2927441352973268 }, "related_data": {} } } }, { "xml.sax.saxutils --- SAX工具集": { "data": { "uuid": "python-4-427", "seg": [ [ [ "xml", "sax", "saxutils", "工具集" ] ] ], "level": { "min": 0.2927441352973268, "max": 0.2927986906710311 }, "related_data": {} } } }, { "xml.sax.xmlreader --- 用于XML解析器的接口": { "data": { "uuid": "python-4-428", "seg": [ [ [ "xml", "sax", "xmlreader", "用于", "解析器", "接口" ] ] ], "level": { "min": 0.2927986906710311, "max": 0.2928532460447354 }, "related_data": {} } } }, { "xml.parsers.expat --- Fast XML parsing using Expat": { "data": { "uuid": "python-4-429", "seg": [ [ [ "xml", "parsers", "expat", "fast", "parsing", "using" ] ] ], "level": { "min": 0.2928532460447354, "max": 0.2929078014184397 }, "related_data": {} } } } ], "data": { "uuid": "python-3-70", "seg": [ [ [ "结构化", "标记", "工具", "结构化标记" ] ] ], "level": { "min": 0.29219858156028367, "max": 0.2929078014184397 }, "related_data": {} } } }, { "互联网协议和支持": { "children": [ { "webbrowser --- 方便的Web浏览器控制器": { "data": { "uuid": "python-4-430", "seg": [ [ [ "webbrowser", "web", "浏览器", "控制器", "浏览器控制器" ] ] ], "level": { "min": 0.2929078014184397, "max": 0.2929331306990881 }, "related_data": {} } } }, { "cgi --- Common Gateway Interface support": { "data": { "uuid": "python-4-431", "seg": [ [ [ "cgi", "common", "gateway", "interface", "support" ] ] ], "level": { "min": 0.2929331306990881, "max": 0.2929584599797366 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "8063975@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6579333@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7991838@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6772827@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6793211@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "cgitb --- 用于CGI脚本的回溯管理器": { "data": { "uuid": "python-4-432", "seg": [ [ [ "cgitb", "用于", "cgi", "脚本", "回溯", "管理器" ] ] ], "level": { "min": 0.2929584599797366, "max": 0.292983789260385 }, "related_data": {} } } }, { "wsgiref --- WSGI Utilities and Reference Implementation": { "data": { "uuid": "python-4-433", "seg": [ [ [ "wsgiref", "wsgi", "utilities", "and", "reference", "implementation" ] ] ], "level": { "min": 0.292983789260385, "max": 0.2930091185410334 }, "related_data": {} } } }, { "urllib --- URL处理模块": { "data": { "uuid": "python-4-434", "seg": [ [ [ "urllib", "url", "模块" ] ] ], "level": { "min": 0.2930091185410334, "max": 0.29303444782168186 }, "related_data": {} } } }, { "urllib.request --- 用于打开URL的可扩展库": { "data": { "uuid": "python-4-435", "seg": [ [ [ "urllib", "request", "用于", "打开", "url", "扩展", "库" ] ] ], "level": { "min": 0.29303444782168186, "max": 0.2930597771023303 }, "related_data": {} } } }, { "urllib.response --- urllib使用的Response类": { "data": { "uuid": "python-4-436", "seg": [ [ [ "urllib", "response", "类" ] ] ], "level": { "min": 0.2930597771023303, "max": 0.2930851063829787 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428770_53395071@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "urllib.parse用于解析URL": { "data": { "uuid": "python-4-437", "seg": [ [ [ "urllib", "parse", "用于", "解析", "url" ] ] ], "level": { "min": 0.2930851063829787, "max": 0.29311043566362716 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7450349_53430937@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "urllib.error --- urllib.request引发的异常类": { "data": { "uuid": "python-4-438", "seg": [ [ [ "urllib", "error", "request", "引发", "异常", "类", "异常类" ] ] ], "level": { "min": 0.29311043566362716, "max": 0.29313576494427557 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_760836_822131@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_264945_280390@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1099309_1314350@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "urllib.robotparser --- robots.txt语法分析程序": { "data": { "uuid": "python-4-439", "seg": [ [ [ "urllib", "robotparser", "robots", "txt", "语法分析", "程序" ] ] ], "level": { "min": 0.29313576494427557, "max": 0.293161094224924 }, "related_data": {} } } }, { "http --- HTTP模块": { "data": { "uuid": "python-4-440", "seg": [ [ [ "http", "模块" ] ] ], "level": { "min": 0.293161094224924, "max": 0.29318642350557245 }, "related_data": {} } } }, { "http.client --- HTTP协议客户端": { "data": { "uuid": "python-4-441", "seg": [ [ [ "http", "client", "协议", "客户端", "协议客户端" ] ] ], "level": { "min": 0.29318642350557245, "max": 0.29321175278622086 }, "related_data": {} } } }, { "ftplib --- FTP协议客户端": { "data": { "uuid": "python-4-442", "seg": [ [ [ "ftplib", "ftp", "协议", "客户端", "协议客户端" ] ] ], "level": { "min": 0.29321175278622086, "max": 0.29323708206686927 }, "related_data": {} } } }, { "poplib --- POP3 协议客户端": { "data": { "uuid": "python-4-443", "seg": [ [ [ "poplib", "pop3", "协议", "客户端", "协议客户端" ] ] ], "level": { "min": 0.29323708206686927, "max": 0.29326241134751774 }, "related_data": {} } } }, { "imaplib --- IMAP4 协议客户端": { "data": { "uuid": "python-4-444", "seg": [ [ [ "imaplib", "imap4", "协议", "客户端", "协议客户端" ] ] ], "level": { "min": 0.29326241134751774, "max": 0.29328774062816615 }, "related_data": {} } } }, { "nntplib --- NNTP protocol client": { "data": { "uuid": "python-4-445", "seg": [ [ [ "nntplib", "nntp", "protocol", "client" ] ] ], "level": { "min": 0.29328774062816615, "max": 0.29331306990881456 }, "related_data": {} } } }, { "smtplib ---SMTP协议客户端": { "data": { "uuid": "python-4-446", "seg": [ [ [ "smtplib", "smtp", "协议", "客户端", "协议客户端" ] ] ], "level": { "min": 0.29331306990881456, "max": 0.293338399189463 }, "related_data": {} } } }, { "smtpd --- SMTP服务器": { "data": { "uuid": "python-4-447", "seg": [ [ [ "smtpd", "smtp", "服务器" ] ] ], "level": { "min": 0.293338399189463, "max": 0.29336372847011144 }, "related_data": {} } } }, { "telnetlib -- Telnet客户端": { "data": { "uuid": "python-4-448", "seg": [ [ [ "telnetlib", "telnet", "客户端" ] ] ], "level": { "min": 0.29336372847011144, "max": 0.29338905775075985 }, "related_data": {} } } }, { "uuid --- UUID objects according to RFC 4122": { "data": { "uuid": "python-4-449", "seg": [ [ [ "uuid", "objects", "according", "to", "strong", "rfc" ] ] ], "level": { "min": 0.29338905775075985, "max": 0.29341438703140826 }, "related_data": {} } } }, { "socketserver --- A framework for network servers": { "data": { "uuid": "python-4-450", "seg": [ [ [ "socketserver", "a", "framework", "for", "network", "servers" ] ] ], "level": { "min": 0.29341438703140826, "max": 0.29343971631205673 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_3532032_23008990@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_901545_1037253@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441781_53418076@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_5588435_35515599@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450612_53431388@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "http.server --- HTTP服务器": { "data": { "uuid": "python-4-451", "seg": [ [ [ "http", "server", "服务器" ] ] ], "level": { "min": 0.29343971631205673, "max": 0.29346504559270514 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "6294901@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6542947@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6630164@descriptor@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1954493@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6989217@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6608595@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "3370220@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5969086@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5138911@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "632843@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6651971@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "http.cookies --- HTTP状态管理": { "data": { "uuid": "python-4-452", "seg": [ [ [ "http", "cookies", "状态", "管理" ] ] ], "level": { "min": 0.29346504559270514, "max": 0.29349037487335355 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7402685_53350780@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "http.cookiejar —— HTTP客户端的Cookie处理": { "data": { "uuid": "python-4-453", "seg": [ [ [ "http", "cookiejar", "客户端", "cookie" ] ] ], "level": { "min": 0.29349037487335355, "max": 0.293515704154002 }, "related_data": {} } } }, { "xmlrpc --- XMLRPC服务端与客户端模块": { "data": { "uuid": "python-4-454", "seg": [ [ [ "xmlrpc", "服务端" ], [ "客户端", "模块", "客户端模块" ] ] ], "level": { "min": 0.293515704154002, "max": 0.29354103343465043 }, "related_data": {} } } }, { "xmlrpc.client --- XML-RPC客户端访问": { "data": { "uuid": "python-4-455", "seg": [ [ [ "xmlrpc", "client", "xml", "rpc", "客户端", "访问" ] ] ], "level": { "min": 0.29354103343465043, "max": 0.29356636271529885 }, "related_data": {} } } }, { "xmlrpc.server --- 基本XML-RPC服务器": { "data": { "uuid": "python-4-456", "seg": [ [ [ "xmlrpc", "server", "xml", "rpc", "服务器" ] ] ], "level": { "min": 0.29356636271529885, "max": 0.2935916919959473 }, "related_data": {} } } }, { "ipaddress --- IPv4/IPv6 操作库": { "data": { "uuid": "python-4-457", "seg": [ [ [ "ipaddress", "ipv4", "ipv6", "操作", "库" ] ] ], "level": { "min": 0.2935916919959473, "max": 0.2936170212765957 }, "related_data": {} } } } ], "data": { "uuid": "python-3-71", "seg": [ [ [ "互联网协议" ], [ "支持" ] ] ], "level": { "min": 0.2929078014184397, "max": 0.2936170212765957 }, "related_data": {} } } }, { "多媒体服务": { "children": [ { "audioop --- 处理原始音频数据": { "data": { "uuid": "python-4-458", "seg": [ [ [ "audioop", "原始", "音频", "数据", "音频数据" ] ] ], "level": { "min": 0.2936170212765957, "max": 0.2936958234830575 }, "related_data": {} } } }, { "aifc --- 读写AIFF和AIFC文件": { "data": { "uuid": "python-4-459", "seg": [ [ [ "a", "if", "c", "读写", "aiff" ], [ "aifc", "文件" ] ] ], "level": { "min": 0.2936958234830575, "max": 0.2937746256895193 }, "related_data": {} } } }, { "sunau --- 读写Sun AU文件": { "data": { "uuid": "python-4-460", "seg": [ [ [ "sunau", "读写", "sun", "au", "文件" ] ] ], "level": { "min": 0.2937746256895193, "max": 0.29385342789598107 }, "related_data": {} } } }, { "wave --- 读写WAV格式文件": { "data": { "uuid": "python-4-461", "seg": [ [ [ "wave", "读写", "wav", "格式文件" ] ] ], "level": { "min": 0.29385342789598107, "max": 0.29393223010244285 }, "related_data": {} } } }, { "chunk --- 读取IFF分块数据": { "data": { "uuid": "python-4-462", "seg": [ [ [ "chunk", "读取", "iff", "分块", "数据", "分块数据" ] ] ], "level": { "min": 0.29393223010244285, "max": 0.29401103230890463 }, "related_data": {} } } }, { "colorsys --- 颜色系统间的转换": { "data": { "uuid": "python-4-463", "seg": [ [ [ "colorsys", "颜色", "系统", "转换", "颜色系统" ] ] ], "level": { "min": 0.29401103230890463, "max": 0.2940898345153664 }, "related_data": {} } } }, { "imghdr --- 推测图像类型": { "data": { "uuid": "python-4-464", "seg": [ [ [ "imghdr", "推测", "图像", "类型", "图像类型" ] ] ], "level": { "min": 0.2940898345153664, "max": 0.2941686367218282 }, "related_data": {} } } }, { "sndhdr --- 推测声音文件的类型": { "data": { "uuid": "python-4-465", "seg": [ [ [ "sndhdr", "推测", "声音文件", "类型" ] ] ], "level": { "min": 0.2941686367218282, "max": 0.29424743892829 }, "related_data": {} } } }, { "ossaudiodev --- Access to OSS-compatible audio devices": { "data": { "uuid": "python-4-466", "seg": [ [ [ "ossaudiodev", "access", "to", "oss", "compatible", "audio", "devices" ] ] ], "level": { "min": 0.29424743892829, "max": 0.29432624113475175 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_661981_477342@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-72", "seg": [ [ [ "多媒体", "服务" ] ] ], "level": { "min": 0.2936170212765957, "max": 0.29432624113475175 }, "related_data": {} } } }, { "国际化": { "children": [ { "gettext --- 多语种国际化服务": { "data": { "uuid": "python-4-467", "seg": [ [ [ "gettext", "多语种", "国际化", "服务", "多语种国际化" ] ] ], "level": { "min": 0.29432624113475175, "max": 0.2946808510638298 }, "related_data": {} } } }, { "locale --- 国际化服务": { "data": { "uuid": "python-4-468", "seg": [ [ [ "locale", "国际化", "服务" ] ] ], "level": { "min": 0.2946808510638298, "max": 0.2950354609929078 }, "related_data": {} } } } ], "data": { "uuid": "python-3-73", "seg": [ [ [ "国际化" ] ] ], "level": { "min": 0.29432624113475175, "max": 0.2950354609929078 }, "related_data": {} } } }, { "程序框架": { "children": [ { "turtle --- 海龟绘图": { "data": { "uuid": "python-4-469", "seg": [ [ [ "turtle", "海龟", "绘图", "海龟绘图" ] ] ], "level": { "min": 0.2950354609929078, "max": 0.2952718676122931 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7459844_53444871@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7425366_53387077@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438259_53411990@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7396145_53339459@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7446052_53425107@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7430334_53397410@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "100656515@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116980258@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "106029202@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "cmd --- 支持面向行的命令解释器": { "data": { "uuid": "python-4-470", "seg": [ [ [ "cmd", "支持", "面向", "行", "命令", "解释器", "命令解释器" ] ] ], "level": { "min": 0.2952718676122931, "max": 0.29550827423167847 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_179262_64437@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7418736_53375274@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1097164_1310347@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "shlex --- Simple lexical analysis": { "data": { "uuid": "python-4-471", "seg": [ [ [ "shlex", "simple", "lexical", "analysis" ] ] ], "level": { "min": 0.29550827423167847, "max": 0.2957446808510638 }, "related_data": {} } } } ], "data": { "uuid": "python-3-74", "seg": [ [ [ "程序", "框架", "程序框架" ] ] ], "level": { "min": 0.2950354609929078, "max": 0.2957446808510638 }, "related_data": {} } } }, { "Tk图形用户界面(GUI)": { "children": [ { "tkinter --- Tcl/Tk的Python接口": { "data": { "uuid": "python-4-472", "seg": [ [ [ "tkinter", "tcl", "tk", "python", "接口" ] ] ], "level": { "min": 0.2957446808510638, "max": 0.29580915538362346 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_764339_823183@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408979_53359215@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "tkinter.colorchooser --- 颜色选择对话框": { "data": { "uuid": "python-4-473", "seg": [ [ [ "tkinter", "colorchooser", "颜色", "选择", "对话框" ] ] ], "level": { "min": 0.29580915538362346, "max": 0.2958736299161831 }, "related_data": {} } } }, { "tkinter.font --- Tkinter字体封装": { "data": { "uuid": "python-4-474", "seg": [ [ [ "tkinter", "font", "字体", "封装" ] ] ], "level": { "min": 0.2958736299161831, "max": 0.29593810444874274 }, "related_data": {} } } }, { "Tkinter对话框": { "data": { "uuid": "python-4-475", "seg": [ [ [ "tkinter", "对话框" ] ] ], "level": { "min": 0.29593810444874274, "max": 0.2960025789813024 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "48103351@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "tkinter.messagebox --- Tkinter消息提示": { "data": { "uuid": "python-4-476", "seg": [ [ [ "tkinter", "messagebox", "消息", "提示" ] ] ], "level": { "min": 0.2960025789813024, "max": 0.29606705351386203 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_643756_443906@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_190668_91827@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "tkinter.scrolledtext --- 滚动文字控件": { "data": { "uuid": "python-4-477", "seg": [ [ [ "tkinter", "scrolledtext", "滚动", "文字", "控件", "文字控件" ] ] ], "level": { "min": 0.29606705351386203, "max": 0.2961315280464216 }, "related_data": {} } } }, { "tkinter.dnd --- 拖放操作支持": { "data": { "uuid": "python-4-478", "seg": [ [ [ "tkinter", "dnd", "拖放", "操作", "支持" ] ] ], "level": { "min": 0.2961315280464216, "max": 0.29619600257898127 }, "related_data": {} } } }, { "tkinter.ttk --- Tk主题部件": { "data": { "uuid": "python-4-479", "seg": [ [ [ "tkinter", "ttk", "tk", "主题", "部件", "主题部件" ] ] ], "level": { "min": 0.29619600257898127, "max": 0.2962604771115409 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "100175129@tkinter@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "tkinter.tix --- Extension widgets for Tk": { "data": { "uuid": "python-4-480", "seg": [ [ [ "tkinter", "tix", "extension", "widgets", "for", "tk" ] ] ], "level": { "min": 0.2962604771115409, "max": 0.29632495164410055 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7461262_53446373@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "IDLE": { "data": { "uuid": "python-4-481", "seg": [ [ [ "idle" ] ] ], "level": { "min": 0.29632495164410055, "max": 0.2963894261766602 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_774296_838338@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397113_53341614@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_25740_6999@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_202822_128536@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1055594_1252791@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1095518_1306885@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_203969_132003@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "其他图形用户界面(GUI)包": { "data": { "uuid": "python-4-482", "seg": [ [ [ "图形用户界面", "gui", "包" ] ] ], "level": { "min": 0.2963894261766602, "max": 0.29645390070921984 }, "related_data": {} } } } ], "data": { "uuid": "python-3-75", "seg": [ [ [ "tk", "图形用户界面", "gui" ] ] ], "level": { "min": 0.2957446808510638, "max": 0.29645390070921984 }, "related_data": {} } } }, { "调试和分析": { "children": [ { "审计事件表": { "data": { "uuid": "python-4-483", "seg": [ [ [ "审计", "事件", "表" ] ] ], "level": { "min": 0.29645390070921984, "max": 0.2965183752417795 }, "related_data": {} } } }, { "bdb --- Debugger framework": { "data": { "uuid": "python-4-484", "seg": [ [ [ "bdb", "debugger", "framework" ] ] ], "level": { "min": 0.2965183752417795, "max": 0.29658284977433913 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7697903@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "faulthandler --- Dump the Python traceback": { "data": { "uuid": "python-4-485", "seg": [ [ [ "faulthandler", "dump", "the", "python", "traceback" ] ] ], "level": { "min": 0.29658284977433913, "max": 0.2966473243068988 }, "related_data": {} } } }, { "pdb --- Python的调试器": { "data": { "uuid": "python-4-486", "seg": [ [ [ "pdb", "python", "调试器" ] ] ], "level": { "min": 0.2966473243068988, "max": 0.2967117988394584 }, "related_data": {} } } }, { "Python Profilers分析器": { "data": { "uuid": "python-4-487", "seg": [ [ [ "python", "profilers", "分析器" ] ] ], "level": { "min": 0.2967117988394584, "max": 0.29677627337201806 }, "related_data": {} } } }, { "timeit --- 测量小代码片段的执行时间": { "data": { "uuid": "python-4-488", "seg": [ [ [ "timeit", "测量", "执行", "时间" ] ] ], "level": { "min": 0.29677627337201806, "max": 0.29684074790457765 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_708005_641245@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7406880_53356549@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1055709_1252961@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7433732_53404035@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "trace --- 跟踪Python语句执行": { "data": { "uuid": "python-4-489", "seg": [ [ [ "trace", "跟踪", "python", "语句", "执行" ] ] ], "level": { "min": 0.29684074790457765, "max": 0.2969052224371373 }, "related_data": {} } } }, { "tracemalloc --- 跟踪内存分配": { "data": { "uuid": "python-4-490", "seg": [ [ [ "tracemalloc", "跟踪", "内存", "分配" ] ] ], "level": { "min": 0.2969052224371373, "max": 0.29696969696969694 }, "related_data": {} } } }, { "抛出异常": { "data": { "uuid": "python-4-491", "seg": [ [ [ "抛出", "异常" ] ] ], "level": { "min": 0.29696969696969694, "max": 0.2970341715022566 }, "related_data": {} } } }, { "取得回溯字符串": { "data": { "uuid": "python-4-492", "seg": [ [ [ "回溯", "字符串" ] ] ], "level": { "min": 0.2970341715022566, "max": 0.2970986460348162 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1099030_1314122@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Mu的调试器": { "data": { "uuid": "python-4-493", "seg": [ [ [ "mu", "调试器" ] ] ], "level": { "min": 0.2970986460348162, "max": 0.29716312056737587 }, "related_data": {} } } } ], "data": { "uuid": "python-3-76", "seg": [ [ [ "调试" ], [ "分析" ] ] ], "level": { "min": 0.29645390070921984, "max": 0.29716312056737587 }, "related_data": {} } } }, { "软件打包和分发": { "children": [ { "distutils --- 构建和安装Python模块": { "data": { "uuid": "python-4-494", "seg": [ [ [ "distutils", "构建" ], [ "安装", "python", "模块" ] ] ], "level": { "min": 0.29716312056737587, "max": 0.29734042553191486 }, "related_data": {} } } }, { "ensurepip --- Bootstrapping the pip installer": { "data": { "uuid": "python-4-495", "seg": [ [ [ "ensurepip", "bootstrapping", "the", "pip", "installer" ] ] ], "level": { "min": 0.29734042553191486, "max": 0.2975177304964539 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "53142798@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86082852@pip@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "venv --- 创建虚拟环境": { "data": { "uuid": "python-4-496", "seg": [ [ [ "venv", "创建", "虚拟环境" ] ] ], "level": { "min": 0.2975177304964539, "max": 0.2976950354609929 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "90210108@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82892075@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110354641@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89874306@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82991051@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "zipapp --- Manage executable Python zip archives": { "data": { "uuid": "python-4-497", "seg": [ [ [ "zipapp", "manage", "executable", "python", "zip", "archives" ] ] ], "level": { "min": 0.2976950354609929, "max": 0.2978723404255319 }, "related_data": {} } } } ], "data": { "uuid": "python-3-77", "seg": [ [ [ "软件", "打包" ], [ "分发" ] ] ], "level": { "min": 0.29716312056737587, "max": 0.2978723404255319 }, "related_data": {} } } }, { "Python运行时服务": { "children": [ { "sysconfig --- Provide access to Python's configuration information": { "data": { "uuid": "python-4-498", "seg": [ [ [ "sysconfig", "provide", "access", "to", "python", "s", "configuration", "in", "for", "mation" ] ] ], "level": { "min": 0.2978723404255319, "max": 0.2979268957992362 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "54176504@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78523351@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77141270@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "builtins --- 内建对象": { "data": { "uuid": "python-4-499", "seg": [ [ [ "builtins", "建", "对象" ] ] ], "level": { "min": 0.2979268957992362, "max": 0.2979814511729405 }, "related_data": {} } } }, { "__main__ --- 顶层脚本环境": { "data": { "uuid": "python-4-500", "seg": [ [ [ "main", "顶层", "脚本", "环境", "顶层脚本", "脚本环境" ] ] ], "level": { "min": 0.2979814511729405, "max": 0.2980360065466448 }, "related_data": {} } } }, { "warnings --- Warning control": { "data": { "uuid": "python-4-501", "seg": [ [ [ "warnings", "warning", "control" ] ] ], "level": { "min": 0.2980360065466448, "max": 0.29809056192034916 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7447039_53426572@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "dataclasses --- 数据类": { "data": { "uuid": "python-4-502", "seg": [ [ [ "dataclasses", "数据", "类", "数据类" ] ] ], "level": { "min": 0.29809056192034916, "max": 0.29814511729405346 }, "related_data": {} } } }, { "contextlib --- 为with语句上下文提供的工具": { "data": { "uuid": "python-4-503", "seg": [ [ [ "contextlib", "with", "语句", "上下文", "提供", "工具" ] ] ], "level": { "min": 0.29814511729405346, "max": 0.29819967266775776 }, "related_data": {} } } }, { "abc --- 抽象基类": { "data": { "uuid": "python-4-504", "seg": [ [ [ "abc", "抽象", "基类" ] ] ], "level": { "min": 0.29819967266775776, "max": 0.29825422804146207 }, "related_data": {} } } }, { "atexit --- 退出处理器": { "data": { "uuid": "python-4-505", "seg": [ [ [ "atexit", "退出", "处理器" ] ] ], "level": { "min": 0.29825422804146207, "max": 0.29830878341516637 }, "related_data": {} } } }, { "traceback --- 打印或检索堆栈回溯": { "data": { "uuid": "python-4-506", "seg": [ [ [ "traceback", "打印", "检索", "堆栈", "回溯" ] ] ], "level": { "min": 0.29830878341516637, "max": 0.29836333878887067 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7431000_53398957@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_777554_844885@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7405272_53354406@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "__future__ --- Future语句定义": { "data": { "uuid": "python-4-507", "seg": [ [ [ "future", "语句", "定义", "语句定义" ] ] ], "level": { "min": 0.29836333878887067, "max": 0.298417894162575 }, "related_data": {} } } }, { "gc --- 垃圾回收器接口": { "data": { "uuid": "python-4-508", "seg": [ [ [ "gc", "垃圾", "回收", "器", "接口" ] ] ], "level": { "min": 0.298417894162575, "max": 0.2984724495362793 }, "related_data": {} } } }, { "inspect --- 检查对象": { "data": { "uuid": "python-4-509", "seg": [ [ [ "inspect", "检查", "对象" ] ] ], "level": { "min": 0.2984724495362793, "max": 0.29852700490998363 }, "related_data": {} } } }, { "site —— 指定域的配置钩子": { "data": { "uuid": "python-4-510", "seg": [ [ [ "site", "指定", "域", "配置", "钩子" ] ] ], "level": { "min": 0.29852700490998363, "max": 0.29858156028368793 }, "related_data": {} } } } ], "data": { "uuid": "python-3-78", "seg": [ [ [ "python", "运行", "服务" ] ] ], "level": { "min": 0.2978723404255319, "max": 0.29858156028368793 }, "related_data": {} } } }, { "自定义Python解释器": { "children": [ { "code --- 解释器基类": { "data": { "uuid": "python-4-511", "seg": [ [ [ "code", "解释器", "基类", "解释器基类" ] ] ], "level": { "min": 0.29858156028368793, "max": 0.298936170212766 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7459867_53444895@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7411797_53362846@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "codeop --- 编译Python代码": { "data": { "uuid": "python-4-512", "seg": [ [ [ "codeop", "编译", "python" ] ] ], "level": { "min": 0.298936170212766, "max": 0.29929078014184396 }, "related_data": {} } } } ], "data": { "uuid": "python-3-79", "seg": [ [ [ "自定义", "python", "解释器" ] ] ], "level": { "min": 0.29858156028368793, "max": 0.29929078014184396 }, "related_data": {} } } }, { "导入模块": { "children": [ { "zipimport --- 从Zip存档中导入模块": { "data": { "uuid": "python-4-513", "seg": [ [ [ "zipimport", "zip", "存档", "导入", "模块" ] ] ], "level": { "min": 0.29929078014184396, "max": 0.29940898345153666 }, "related_data": {} } } }, { "pkgutil --- 包扩展工具": { "data": { "uuid": "python-4-514", "seg": [ [ [ "pkgutil", "包", "扩展", "工具" ] ] ], "level": { "min": 0.29940898345153666, "max": 0.2995271867612293 }, "related_data": {} } } }, { "modulefinder --- 查找脚本使用的模块": { "data": { "uuid": "python-4-515", "seg": [ [ [ "modulefinder", "查找", "脚本", "模块" ] ] ], "level": { "min": 0.2995271867612293, "max": 0.29964539007092195 }, "related_data": {} } } }, { "runpy --- Locating and executing Python modules": { "data": { "uuid": "python-4-516", "seg": [ [ [ "runpy", "locating", "and", "executing", "python", "modules" ] ] ], "level": { "min": 0.29964539007092195, "max": 0.29976359338061465 }, "related_data": {} } } }, { "importlib --- import的实现": { "data": { "uuid": "python-4-517", "seg": [ [ [ "importlib", "import" ] ] ], "level": { "min": 0.29976359338061465, "max": 0.29988179669030735 }, "related_data": {} } } }, { "Using importlib.metadata": { "data": { "uuid": "python-4-518", "seg": [ [ [ "using", "importlib", "metadata" ] ] ], "level": { "min": 0.29988179669030735, "max": 0.3 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7420254_53378287@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-80", "seg": [ [ [ "导入", "模块" ] ] ], "level": { "min": 0.29929078014184396, "max": 0.3 }, "related_data": {} } } }, { "Python语言服务": { "children": [ { "parser --- 访问Python解析树": { "data": { "uuid": "python-4-519", "seg": [ [ [ "parser", "访问", "python", "解析", "树" ] ] ], "level": { "min": 0.3, "max": 0.3000545553737043 }, "related_data": {} } } }, { "ast --- 抽象语法树": { "data": { "uuid": "python-4-520", "seg": [ [ [ "ast", "抽象", "语法", "树" ] ] ], "level": { "min": 0.3000545553737043, "max": 0.3001091107474086 }, "related_data": {} } } }, { "symtable --- Access to the compiler's symbol tables": { "data": { "uuid": "python-4-521", "seg": [ [ [ "symtable", "access", "to", "the", "compiler", "s", "symbol", "tables" ] ] ], "level": { "min": 0.3001091107474086, "max": 0.3001636661211129 }, "related_data": {} } } }, { "symbol --- 与Python解析树一起使用的常量": { "data": { "uuid": "python-4-522", "seg": [ [ [ "symbol" ], [ "python", "解析", "树", "常量" ] ] ], "level": { "min": 0.3001636661211129, "max": 0.30021822149481725 }, "related_data": {} } } }, { "token --- 与Python解析树一起使用的常量": { "data": { "uuid": "python-4-523", "seg": [ [ [ "token" ], [ "python", "解析", "树", "常量" ] ] ], "level": { "min": 0.30021822149481725, "max": 0.30027277686852155 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7422620_53381330@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "keyword --- 检验Python关键字": { "data": { "uuid": "python-4-524", "seg": [ [ [ "keyword", "检验", "python", "关键字" ] ] ], "level": { "min": 0.30027277686852155, "max": 0.30032733224222585 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1096459_1308736@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "tokenize --- 对Python代码使用的标记解析器": { "data": { "uuid": "python-4-525", "seg": [ [ [ "tokenize", "python", "标记", "解析器", "标记解析器" ] ] ], "level": { "min": 0.30032733224222585, "max": 0.30038188761593015 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_242406_229870@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "tabnanny --- 模糊缩进检测": { "data": { "uuid": "python-4-526", "seg": [ [ [ "tabnanny", "模糊", "缩进", "检测" ] ] ], "level": { "min": 0.30038188761593015, "max": 0.30043644298963446 }, "related_data": {} } } }, { "pyclbr --- Python模块浏览器支持": { "data": { "uuid": "python-4-527", "seg": [ [ [ "pyclbr", "python", "模块", "浏览器", "支持", "模块浏览器" ] ] ], "level": { "min": 0.30043644298963446, "max": 0.30049099836333876 }, "related_data": {} } } }, { "py_compile --- 编译Python源文件": { "data": { "uuid": "python-4-528", "seg": [ [ [ "py", "compile", "编译", "python", "源文件" ] ] ], "level": { "min": 0.30049099836333876, "max": 0.3005455537370431 }, "related_data": {} } } }, { "compileall --- Byte-compile Python libraries": { "data": { "uuid": "python-4-529", "seg": [ [ [ "compileall", "byte", "compile", "python", "libraries" ] ] ], "level": { "min": 0.3005455537370431, "max": 0.3006001091107474 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_159109_24333@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "2089504@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7565453@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7396362@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "dis --- Python字节码反汇编器": { "data": { "uuid": "python-4-530", "seg": [ [ [ "dis", "python", "字节", "码", "反", "汇编器" ] ] ], "level": { "min": 0.3006001091107474, "max": 0.3006546644844517 }, "related_data": {} } } }, { "pickletools --- pickle开发者工具集": { "data": { "uuid": "python-4-531", "seg": [ [ [ "pickletools", "pickle", "开发者", "工具集", "开发者工具集" ] ] ], "level": { "min": 0.3006546644844517, "max": 0.300709219858156 }, "related_data": {} } } } ], "data": { "uuid": "python-3-81", "seg": [ [ [ "python", "语言", "服务" ] ] ], "level": { "min": 0.3, "max": 0.300709219858156 }, "related_data": {} } } }, { "杂项服务": { "children": [ { "formatter --- 通用格式化输出": { "data": { "uuid": "python-4-532", "seg": [ [ [ "for", "matter", "通用", "格式化", "输出" ] ] ], "level": { "min": 0.300709219858156, "max": 0.30141843971631205 }, "related_data": {} } } } ], "data": { "uuid": "python-3-82", "seg": [ [ [ "杂项", "服务" ] ] ], "level": { "min": 0.300709219858156, "max": 0.30141843971631205 }, "related_data": {} } } }, { "Windows系统相关模块": { "children": [ { "msilib --- Read and write Microsoft Installer files": { "data": { "uuid": "python-4-533", "seg": [ [ [ "msilib", "read", "and", "write", "microsoft", "installer", "files" ] ] ], "level": { "min": 0.30141843971631205, "max": 0.30159574468085104 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_771303_833712@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7461584_53446745@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_6982977_49888848@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1099043_1314414@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "5885122@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "msvcrt --- 来自MS VC++ 运行时的有用例程": { "data": { "uuid": "python-4-534", "seg": [ [ [ "msvcrt", "ms", "v", "c++", "运行", "有用", "例程" ] ] ], "level": { "min": 0.30159574468085104, "max": 0.3017730496453901 }, "related_data": {} } } }, { "winreg --- Windows注册表访问": { "data": { "uuid": "python-4-535", "seg": [ [ [ "winreg", "windows", "注册表", "访问" ] ] ], "level": { "min": 0.3017730496453901, "max": 0.3019503546099291 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451237_53432288@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "100085114@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6333468@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "61919038@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6984811@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "winsound --- Sound-playing interface for Windows": { "data": { "uuid": "python-4-536", "seg": [ [ [ "winsound", "sound", "playing", "interface", "for", "windows" ] ] ], "level": { "min": 0.3019503546099291, "max": 0.3021276595744681 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "5346199@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7327123@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7951644@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7568029@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "106734702@pyqt@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-3-83", "seg": [ [ [ "windows", "系统", "相关", "模块" ] ] ], "level": { "min": 0.30141843971631205, "max": 0.3021276595744681 }, "related_data": {} } } }, { "Unix专有服务": { "children": [ { "posix --- 最常见的POSIX系统调用": { "data": { "uuid": "python-4-537", "seg": [ [ [ "posix", "常见", "系统", "调用" ] ] ], "level": { "min": 0.3021276595744681, "max": 0.3021822149481724 }, "related_data": {} } } }, { "pwd --- 用户密码数据库": { "data": { "uuid": "python-4-538", "seg": [ [ [ "pwd", "用户", "密码", "数据库", "用户密码", "密码数据库" ] ] ], "level": { "min": 0.3021822149481724, "max": 0.3022367703218767 }, "related_data": {} } } }, { "spwd --- The shadow password database": { "data": { "uuid": "python-4-539", "seg": [ [ [ "spwd", "the", "shadow", "password", "database" ] ] ], "level": { "min": 0.3022367703218767, "max": 0.302291325695581 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7409485_53359930@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7469501@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "grp --- 组数据库": { "data": { "uuid": "python-4-540", "seg": [ [ [ "grp", "数据库" ] ] ], "level": { "min": 0.302291325695581, "max": 0.30234588106928534 }, "related_data": {} } } }, { "crypt --- Function to check Unix passwords": { "data": { "uuid": "python-4-541", "seg": [ [ [ "crypt", "function", "to", "check", "unix", "passwords" ] ] ], "level": { "min": 0.30234588106928534, "max": 0.30240043644298964 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455744_53439069@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1095528_1306953@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456861_53441578@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1019212_1224566@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1059490_1256892@8", "cluster_num": 0 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "6614050@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "termios --- POSIX风格的tty控制": { "data": { "uuid": "python-4-542", "seg": [ [ [ "termios", "posix", "风格", "tty", "控制" ] ] ], "level": { "min": 0.30240043644298964, "max": 0.30245499181669394 }, "related_data": {} } } }, { "tty --- 终端控制功能": { "data": { "uuid": "python-4-543", "seg": [ [ [ "tty", "终端", "控制", "功能" ] ] ], "level": { "min": 0.30245499181669394, "max": 0.30250954719039824 }, "related_data": {} } } }, { "pty --- 伪终端工具": { "data": { "uuid": "python-4-544", "seg": [ [ [ "pty", "伪", "终端", "工具", "终端工具" ] ] ], "level": { "min": 0.30250954719039824, "max": 0.30256410256410254 }, "related_data": {} } } }, { "fcntl --- The fcntl and ioctl system calls": { "data": { "uuid": "python-4-545", "seg": [ [ [ "fcntl", "the", "and", "ioctl", "system", "calls" ] ] ], "level": { "min": 0.30256410256410254, "max": 0.30261865793780685 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_790158_872741@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "pipes --- 终端管道接口": { "data": { "uuid": "python-4-546", "seg": [ [ [ "pipes", "终端", "管道", "接口", "终端管道" ] ] ], "level": { "min": 0.30261865793780685, "max": 0.3026732133115112 }, "related_data": {} } } }, { "resource --- Resource usage information": { "data": { "uuid": "python-4-547", "seg": [ [ [ "resource", "usage", "in", "for", "mation" ] ] ], "level": { "min": 0.3026732133115112, "max": 0.3027277686852155 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_940215_1076695@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_755578_811283@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459237_53444103@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_652782_460815@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_685320_544767@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "nis --- Sun的NIS (黄页) 接口": { "data": { "uuid": "python-4-548", "seg": [ [ [ "nis", "sun", "黄页", "接口" ] ] ], "level": { "min": 0.3027277686852155, "max": 0.3027823240589198 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "252598@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "2153876@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8044981@jython@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Unix syslog库例程": { "data": { "uuid": "python-4-549", "seg": [ [ [ "unix", "syslog", "库", "例程", "库例程" ] ] ], "level": { "min": 0.3027823240589198, "max": 0.3028368794326241 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "3767771@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5467438@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-3-84", "seg": [ [ [ "unix", "专有", "服务" ] ] ], "level": { "min": 0.3021276595744681, "max": 0.3028368794326241 }, "related_data": {} } } }, { "被取代的模块": { "children": [ { "optparse --- 解析器的命令行选项": { "data": { "uuid": "python-4-550", "seg": [ [ [ "optparse", "解析器", "命令行", "选项", "命令行选项" ] ] ], "level": { "min": 0.3028368794326241, "max": 0.30319148936170215 }, "related_data": {} } } }, { "imp --- Access the import internals": { "data": { "uuid": "python-4-551", "seg": [ [ [ "imp", "access", "the", "import", "internals" ] ] ], "level": { "min": 0.30319148936170215, "max": 0.30354609929078014 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "4030882@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-85", "seg": [ [ [ "取代", "模块" ] ] ], "level": { "min": 0.3028368794326241, "max": 0.30354609929078014 }, "related_data": {} } } }, { "未创建文档的模块": { "children": [ { "平台特定模块": { "data": { "uuid": "python-4-552", "seg": [ [ [ "平台", "特定", "模块", "特定模块" ] ] ], "level": { "min": 0.30354609929078014, "max": 0.30425531914893617 }, "related_data": {} } } } ], "data": { "uuid": "python-3-86", "seg": [ [ [ "创建", "文档", "模块", "未创建" ] ] ], "level": { "min": 0.30354609929078014, "max": 0.30425531914893617 }, "related_data": {} } } }, { "Python基础": { "children": [ { "在交互式环境中输入表达式": { "data": { "uuid": "python-4-553", "seg": [ [ [ "交互式", "环境", "输入", "表达式" ] ] ], "level": { "min": 0.30425531914893617, "max": 0.30439716312056736 }, "related_data": {} } } }, { "字符串连接和复制": { "data": { "uuid": "python-4-554", "seg": [ [ [ "字符串", "连接" ], [ "复制" ] ] ], "level": { "min": 0.30439716312056736, "max": 0.30453900709219855 }, "related_data": {} } } }, { "在变量中保存值": { "children": [ { "变量名": { "data": { "uuid": "python-5-229", "seg": [ [ [ "变量名" ] ] ], "level": { "min": 0.30453900709219855, "max": 0.3046808510638298 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428737_53394984@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_659107_472762@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-555", "seg": [ [ [ "变量", "保存", "值" ] ] ], "level": { "min": 0.30453900709219855, "max": 0.3046808510638298 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7416127_53370030@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "第一个程序": { "data": { "uuid": "python-4-556", "seg": [ [ [ "程序" ] ] ], "level": { "min": 0.3046808510638298, "max": 0.304822695035461 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7439367_53413655@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_650786_457791@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7434637_53405016@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7450233_53430803@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_235100_213291@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7440493_53415784@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451735_53433180@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7449165_53429218@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "程序剖析": { "children": [ { "print函数": { "data": { "uuid": "python-5-230", "seg": [ [ [ "print", "函数" ] ] ], "level": { "min": 0.304822695035461, "max": 0.3048581560283688 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1098593_1313233@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7396555_53340347@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1059372_1256851@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "input函数": { "data": { "uuid": "python-5-231", "seg": [ [ [ "input", "函数" ] ] ], "level": { "min": 0.3048581560283688, "max": 0.3048936170212766 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_699851_588313@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7778900@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "输出用户的名字": { "data": { "uuid": "python-5-232", "seg": [ [ [ "输出", "用户", "名字" ] ] ], "level": { "min": 0.3048936170212766, "max": 0.3049290780141844 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1119017_1445397@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "len函数": { "data": { "uuid": "python-5-233", "seg": [ [ [ "len", "函数" ] ] ], "level": { "min": 0.3049290780141844, "max": 0.3049645390070922 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_766990_826425@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-557", "seg": [ [ [ "程序", "剖析" ] ] ], "level": { "min": 0.304822695035461, "max": 0.3049645390070922 }, "related_data": {} } } } ], "data": { "uuid": "python-3-87", "seg": [ [ [ "python", "基础" ] ] ], "level": { "min": 0.30425531914893617, "max": 0.3049645390070922 }, "related_data": {} } } }, { "高级特性": { "children": [ { "切片": { "data": { "uuid": "python-4-558", "seg": [ [ [ "切片" ] ] ], "level": { "min": 0.3049645390070922, "max": 0.30520094562647754 }, "related_data": {} } } }, { "迭代": { "data": { "uuid": "python-4-559", "seg": [ [ [ "迭代" ] ] ], "level": { "min": 0.30520094562647754, "max": 0.3054373522458629 }, "related_data": {} } } }, { "列表生成式": { "data": { "uuid": "python-4-560", "seg": [ [ [ "列表", "生成式" ] ] ], "level": { "min": 0.3054373522458629, "max": 0.3056737588652482 }, "related_data": {} } } } ], "data": { "uuid": "python-3-88", "seg": [ [ [ "高级", "特性" ] ] ], "level": { "min": 0.3049645390070922, "max": 0.3056737588652482 }, "related_data": {} } } }, { "函数式编程": { "children": [ { "高阶函数": { "children": [ { "map/reduce": { "data": { "uuid": "python-5-234", "seg": [ [ [ "map", "reduce" ] ] ], "level": { "min": 0.3056737588652482, "max": 0.3057624113475177 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7420591_53378467@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7449379_53429400@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7419660_53377192@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7396540_53340373@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413090_53364865@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_713846_705436@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "filter": { "data": { "uuid": "python-5-235", "seg": [ [ [ "filter" ] ] ], "level": { "min": 0.3057624113475177, "max": 0.3058510638297872 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "1733610@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6867806@list@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-561", "seg": [ [ [ "高阶", "函数", "高阶函数" ] ] ], "level": { "min": 0.3056737588652482, "max": 0.3058510638297872 }, "related_data": {} } } }, { "返回函数": { "data": { "uuid": "python-4-562", "seg": [ [ [ "返回", "函数" ] ] ], "level": { "min": 0.3058510638297872, "max": 0.30602836879432627 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_729403_742526@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "匿名函数": { "data": { "uuid": "python-4-563", "seg": [ [ [ "匿名", "函数" ] ] ], "level": { "min": 0.30602836879432627, "max": 0.30620567375886526 }, "related_data": {} } } }, { "偏函数": { "data": { "uuid": "python-4-564", "seg": [ [ [ "偏", "函数" ] ] ], "level": { "min": 0.30620567375886526, "max": 0.30638297872340425 }, "related_data": {} } } } ], "data": { "uuid": "python-3-89", "seg": [ [ [ "函数", "编程", "函数式" ] ] ], "level": { "min": 0.3056737588652482, "max": 0.30638297872340425 }, "related_data": {} } } }, { "面向对象高级编程": { "children": [ { "使用__slots__": { "data": { "uuid": "python-4-565", "seg": [ [ [ "slots" ] ] ], "level": { "min": 0.30638297872340425, "max": 0.30656028368794325 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "2374086@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用@property": { "data": { "uuid": "python-4-566", "seg": [ [ [ "property" ] ] ], "level": { "min": 0.30656028368794325, "max": 0.30673758865248224 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_354775_367474@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1091493_1299003@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "定制类": { "data": { "uuid": "python-4-567", "seg": [ [ [ "定制", "类" ] ] ], "level": { "min": 0.30673758865248224, "max": 0.3069148936170213 }, "related_data": {} } } }, { "使用枚举类": { "data": { "uuid": "python-4-568", "seg": [ [ [ "枚举", "类", "枚举类" ] ] ], "level": { "min": 0.3069148936170213, "max": 0.3070921985815603 }, "related_data": {} } } } ], "data": { "uuid": "python-3-90", "seg": [ [ [ "面向对象", "高级", "编程" ] ] ], "level": { "min": 0.30638297872340425, "max": 0.3070921985815603 }, "related_data": {} } } }, { "IO编程": { "children": [ { "StringIO和BytesIO": { "data": { "uuid": "python-4-569", "seg": [ [ [ "stringio" ], [ "bytesio" ] ] ], "level": { "min": 0.3070921985815603, "max": 0.3073286052009456 }, "related_data": {} } } }, { "操作文件和目录": { "data": { "uuid": "python-4-570", "seg": [ [ [ "操作", "文件" ], [ "目录" ] ] ], "level": { "min": 0.3073286052009456, "max": 0.30756501182033097 }, "related_data": {} } } }, { "序列化": { "data": { "uuid": "python-4-571", "seg": [ [ [ "序列化" ] ] ], "level": { "min": 0.30756501182033097, "max": 0.3078014184397163 }, "related_data": {} } } } ], "data": { "uuid": "python-3-91", "seg": [ [ [ "io", "编程" ] ] ], "level": { "min": 0.3070921985815603, "max": 0.3078014184397163 }, "related_data": {} } } }, { "进程和线程": { "children": [ { "多进程": { "data": { "uuid": "python-4-572", "seg": [ [ [ "进程" ] ] ], "level": { "min": 0.3078014184397163, "max": 0.3079787234042553 }, "related_data": {} } } }, { "ThreadLocal": { "data": { "uuid": "python-4-573", "seg": [ [ [ "threadlocal" ] ] ], "level": { "min": 0.3079787234042553, "max": 0.3081560283687943 }, "related_data": {} } } }, { "进程vs. 线程": { "data": { "uuid": "python-4-574", "seg": [ [ [ "进程", "vs", "线程" ] ] ], "level": { "min": 0.3081560283687943, "max": 0.30833333333333335 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_693219_570331@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_774518_838455@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_697320_582296@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_767492_827115@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1058633_1255992@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "9876423@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "分布式进程": { "data": { "uuid": "python-4-575", "seg": [ [ [ "分布式", "进程", "分布式进程" ] ] ], "level": { "min": 0.30833333333333335, "max": 0.30851063829787234 }, "related_data": {} } } } ], "data": { "uuid": "python-3-92", "seg": [ [ [ "进程" ], [ "线程" ] ] ], "level": { "min": 0.3078014184397163, "max": 0.30851063829787234 }, "related_data": {} } } }, { "正则表达式": { "data": { "uuid": "python-3-93", "seg": [ [ [ "正则表达式" ] ] ], "level": { "min": 0.30851063829787234, "max": 0.30921985815602837 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1100547_1315358@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_778104_844573@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7415393_53368983@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423075_53382341@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_338270_335969@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427112_53391229@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "常用内建模块": { "children": [ { "collections": { "data": { "uuid": "python-4-576", "seg": [ [ [ "collections" ] ] ], "level": { "min": 0.30921985815602837, "max": 0.30929866036249015 }, "related_data": {} } } }, { "base64": { "data": { "uuid": "python-4-577", "seg": [ [ [ "base64" ] ] ], "level": { "min": 0.30929866036249015, "max": 0.30937746256895193 }, "related_data": {} } } }, { "struct": { "data": { "uuid": "python-4-578", "seg": [ [ [ "struct" ] ] ], "level": { "min": 0.30937746256895193, "max": 0.3094562647754137 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "4622319@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7996073@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6550341@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7986769@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "964560@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7570571@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7100547@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "5928078@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7976389@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6721214@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "3555885@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6918152@descriptor@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6625883@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6393551@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "hashlib": { "data": { "uuid": "python-4-579", "seg": [ [ [ "hashlib" ] ] ], "level": { "min": 0.3094562647754137, "max": 0.3095350669818755 }, "related_data": {} } } }, { "hmac": { "data": { "uuid": "python-4-580", "seg": [ [ [ "hmac" ] ] ], "level": { "min": 0.3095350669818755, "max": 0.3096138691883373 }, "related_data": {} } } }, { "itertools": { "data": { "uuid": "python-4-581", "seg": [ [ [ "itertools" ] ] ], "level": { "min": 0.3096138691883373, "max": 0.30969267139479906 }, "related_data": {} } } }, { "contextlib": { "data": { "uuid": "python-4-582", "seg": [ [ [ "contextlib" ] ] ], "level": { "min": 0.30969267139479906, "max": 0.30977147360126084 }, "related_data": {} } } }, { "XML": { "data": { "uuid": "python-4-583", "seg": [ [ [ "xml" ] ] ], "level": { "min": 0.30977147360126084, "max": 0.3098502758077226 }, "related_data": {} } } }, { "HTMLParser": { "data": { "uuid": "python-4-584", "seg": [ [ [ "htmlparser" ] ] ], "level": { "min": 0.3098502758077226, "max": 0.3099290780141844 }, "related_data": {} } } } ], "data": { "uuid": "python-3-94", "seg": [ [ [ "建", "模块" ] ] ], "level": { "min": 0.30921985815602837, "max": 0.3099290780141844 }, "related_data": {} } } }, { "virtualenv": { "data": { "uuid": "python-3-95", "seg": [ [ [ "virtualenv" ] ] ], "level": { "min": 0.3099290780141844, "max": 0.31063829787234043 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "103912069@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54898306@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51684222@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103699865@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115987842@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50681301@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89048172@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88581217@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "73920307@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54429493@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "55044025@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54944842@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84001115@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "47954369@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89482778@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78240782@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103113975@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46722971@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81051628@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79313110@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102920405@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108503597@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "46340401@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "55045848@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86535722@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84074421@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81878640@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83315802@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79256056@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84633247@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79741177@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100936006@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87088165@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "39998317@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80054815@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79413414@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83783799@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "47701985@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82633523@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51671625@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91349440@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79956745@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53521270@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88975552@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80970571@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91044953@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79244451@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79995451@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "65936861@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79889874@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78548436@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86654829@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103361965@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52415822@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "73800049@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52797933@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87452567@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "37583953@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "72591064@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115034728@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "59761696@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84974646@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "71848677@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53236654@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87708115@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80847521@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103138928@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89214096@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46773479@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89948042@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87290314@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118573587@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78820015@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80767159@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86591359@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86529945@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80302975@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81289702@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70598031@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80342109@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115905766@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82951379@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80707310@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89478614@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "25007661@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87079233@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79681187@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86699430@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80229179@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111922349@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "49618619@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83902807@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90768779@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84283461@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85221116@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81007614@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52003018@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78815568@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82966240@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53156058@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83005500@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "75092332@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "93245551@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85152225@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "图形界面": { "children": [ { "海龟绘图": { "data": { "uuid": "python-4-585", "seg": [ [ [ "海龟", "绘图", "海龟绘图" ] ] ], "level": { "min": 0.31063829787234043, "max": 0.31134751773049646 }, "related_data": {} } } } ], "data": { "uuid": "python-3-96", "seg": [ [ [ "图形界面" ] ] ], "level": { "min": 0.31063829787234043, "max": 0.31134751773049646 }, "related_data": {} } } }, { "网络编程": { "children": [ { "TCP/IP简介": { "data": { "uuid": "python-4-586", "seg": [ [ [ "tcp", "ip", "简介" ] ] ], "level": { "min": 0.31134751773049646, "max": 0.3114657210401891 }, "related_data": {} } } }, { "TCP编程": { "data": { "uuid": "python-4-587", "seg": [ [ [ "tcp", "编程" ] ] ], "level": { "min": 0.3114657210401891, "max": 0.3115839243498818 }, "related_data": {} } } }, { "UDP编程": { "data": { "uuid": "python-4-588", "seg": [ [ [ "udp", "编程" ] ] ], "level": { "min": 0.3115839243498818, "max": 0.3117021276595745 }, "related_data": {} } } }, { "几个网络模块": { "children": [ { "模块socket": { "data": { "uuid": "python-5-236", "seg": [ [ [ "模块", "socket" ] ] ], "level": { "min": 0.3117021276595745, "max": 0.31176122931442085 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_251512_250187@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "6862360@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7663086@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6693605@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7027339@descriptor@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "3616006@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "模块urllib和urllib2": { "data": { "uuid": "python-5-237", "seg": [ [ [ "模块", "urllib" ], [ "urllib2" ] ] ], "level": { "min": 0.31176122931442085, "max": 0.31182033096926715 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_727119_735458@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-589", "seg": [ [ [ "网络", "模块", "网络模块" ] ] ], "level": { "min": 0.3117021276595745, "max": 0.31182033096926715 }, "related_data": {} } } }, { "SocketServer及相关的类": { "data": { "uuid": "python-4-590", "seg": [ [ [ "socketserver" ], [ "相关", "类" ] ] ], "level": { "min": 0.31182033096926715, "max": 0.3119385342789598 }, "related_data": {} } } }, { "Twisted": { "children": [ { "下载并安装Twisted": { "data": { "uuid": "python-5-238", "seg": [ [ [ "下载", "安装", "twisted" ] ] ], "level": { "min": 0.3119385342789598, "max": 0.31199763593380614 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_733035_754081@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7446679_53426198@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1056774_1253820@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "77611517@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79435882@pip@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "编写Twisted服务器": { "data": { "uuid": "python-5-239", "seg": [ [ [ "编写", "twisted", "服务器" ] ] ], "level": { "min": 0.31199763593380614, "max": 0.3120567375886525 }, "related_data": {} } } } ], "data": { "uuid": "python-4-591", "seg": [ [ [ "twisted" ] ] ], "level": { "min": 0.3119385342789598, "max": 0.3120567375886525 }, "related_data": {} } } } ], "data": { "uuid": "python-3-97", "seg": [ [ [ "网络", "编程", "网络编程" ] ] ], "level": { "min": 0.31134751773049646, "max": 0.3120567375886525 }, "related_data": {} } } }, { "电子邮件": { "children": [ { "SMTP发送邮件": { "data": { "uuid": "python-4-592", "seg": [ [ [ "smtp", "发送", "邮件" ] ] ], "level": { "min": 0.3120567375886525, "max": 0.3124113475177305 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1094618_1304988@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1071691_1273967@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "80285709@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "POP3收取邮件": { "data": { "uuid": "python-4-593", "seg": [ [ [ "pop3", "收取", "邮件" ] ] ], "level": { "min": 0.3124113475177305, "max": 0.3127659574468085 }, "related_data": {} } } } ], "data": { "uuid": "python-3-98", "seg": [ [ [ "电子邮件" ] ] ], "level": { "min": 0.3120567375886525, "max": 0.3127659574468085 }, "related_data": {} } } }, { "访问数据库": { "children": [ { "使用SQLite": { "data": { "uuid": "python-4-594", "seg": [ [ [ "sqlite" ] ] ], "level": { "min": 0.3127659574468085, "max": 0.31300236406619386 }, "related_data": {} } } }, { "使用MySQL": { "data": { "uuid": "python-4-595", "seg": [ [ [ "mysql" ] ] ], "level": { "min": 0.31300236406619386, "max": 0.3132387706855792 }, "related_data": {} } } }, { "使用SQLAlchemy": { "data": { "uuid": "python-4-596", "seg": [ [ [ "sqlalchemy" ] ] ], "level": { "min": 0.3132387706855792, "max": 0.31347517730496455 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_348437_355577@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-99", "seg": [ [ [ "访问", "数据库" ] ] ], "level": { "min": 0.3127659574468085, "max": 0.31347517730496455 }, "related_data": {} } } }, { "Web开发": { "children": [ { "HTTP协议简介": { "data": { "uuid": "python-4-597", "seg": [ [ [ "http", "协议", "简介" ] ] ], "level": { "min": 0.31347517730496455, "max": 0.31365248226950354 }, "related_data": {} } } }, { "HTML简介": { "data": { "uuid": "python-4-598", "seg": [ [ [ "html", "简介" ] ] ], "level": { "min": 0.31365248226950354, "max": 0.31382978723404253 }, "related_data": {} } } }, { "WSGI接口": { "data": { "uuid": "python-4-599", "seg": [ [ [ "wsgi", "接口" ] ] ], "level": { "min": 0.31382978723404253, "max": 0.31400709219858153 }, "related_data": {} } } }, { "使用Web框架": { "data": { "uuid": "python-4-600", "seg": [ [ [ "web", "框架" ] ] ], "level": { "min": 0.31400709219858153, "max": 0.3141843971631205 }, "related_data": {} } } } ], "data": { "uuid": "python-3-100", "seg": [ [ [ "web", "开发" ] ] ], "level": { "min": 0.31347517730496455, "max": 0.3141843971631205 }, "related_data": {} } } }, { "异步IO": { "children": [ { "asyncio": { "data": { "uuid": "python-4-601", "seg": [ [ [ "asyncio" ] ] ], "level": { "min": 0.3141843971631205, "max": 0.31442080378250586 }, "related_data": {} } } }, { "async/await": { "data": { "uuid": "python-4-602", "seg": [ [ [ "async", "await" ] ] ], "level": { "min": 0.31442080378250586, "max": 0.31465721040189126 }, "related_data": {} } } }, { "aiohttp": { "data": { "uuid": "python-4-603", "seg": [ [ [ "aiohttp" ] ] ], "level": { "min": 0.31465721040189126, "max": 0.3148936170212766 }, "related_data": {} } } } ], "data": { "uuid": "python-3-101", "seg": [ [ [ "异步", "io" ] ] ], "level": { "min": 0.3141843971631205, "max": 0.3148936170212766 }, "related_data": {} } } }, { "使用MicroPython": { "children": [ { "搭建开发环境": { "data": { "uuid": "python-4-604", "seg": [ [ [ "搭建", "开发", "环境" ] ] ], "level": { "min": 0.3148936170212766, "max": 0.3150709219858156 }, "related_data": {} } } }, { "控制小车": { "data": { "uuid": "python-4-605", "seg": [ [ [ "控制", "小车" ] ] ], "level": { "min": 0.3150709219858156, "max": 0.3152482269503546 }, "related_data": {} } } }, { "遥控小车": { "data": { "uuid": "python-4-606", "seg": [ [ [ "遥控", "小车" ] ] ], "level": { "min": 0.3152482269503546, "max": 0.3154255319148936 }, "related_data": {} } } }, { "遥控转向": { "data": { "uuid": "python-4-607", "seg": [ [ [ "遥控", "转向" ] ] ], "level": { "min": 0.3154255319148936, "max": 0.3156028368794326 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "109253333@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-102", "seg": [ [ [ "micropython" ] ] ], "level": { "min": 0.3148936170212766, "max": 0.3156028368794326 }, "related_data": {} } } }, { "当索引行不通时": { "children": [ { "字典的用途": { "data": { "uuid": "python-4-608", "seg": [ [ [ "字典", "用途" ] ] ], "level": { "min": 0.3156028368794326, "max": 0.31631205673758866 }, "related_data": {} } } } ], "data": { "uuid": "python-3-103", "seg": [ [ [ "索引", "行不通" ] ] ], "level": { "min": 0.3156028368794326, "max": 0.31631205673758866 }, "related_data": {} } } }, { "抽象": { "children": [ { "懒惰是一种美德": { "data": { "uuid": "python-4-609", "seg": [ [ [ "懒惰", "美德" ] ] ], "level": { "min": 0.31631205673758866, "max": 0.31648936170212766 }, "related_data": {} } } }, { "自定义函数": { "children": [ { "给函数编写文档": { "data": { "uuid": "python-5-240", "seg": [ [ [ "函数", "编写", "文档" ] ] ], "level": { "min": 0.31648936170212766, "max": 0.31666666666666665 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7446039_53425061@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1102196_1316591@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427183_53391236@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7428455_53394214@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_709882_667693@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456450_53440266@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_666241_484559@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456701_53441357@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-610", "seg": [ [ [ "自定义", "函数" ] ] ], "level": { "min": 0.31648936170212766, "max": 0.31666666666666665 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7431787_53400340@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "参数魔法": { "children": [ { "值从哪里来": { "data": { "uuid": "python-5-241", "seg": [ [ [ "值" ] ] ], "level": { "min": 0.31666666666666665, "max": 0.3167109929078014 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433138_53402943@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "我能修改参数吗": { "data": { "uuid": "python-5-242", "seg": [ [ [ "修改", "参数" ] ] ], "level": { "min": 0.3167109929078014, "max": 0.3167553191489362 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7404691_53353650@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "收集参数": { "data": { "uuid": "python-5-243", "seg": [ [ [ "收集", "参数" ] ] ], "level": { "min": 0.3167553191489362, "max": 0.3167996453900709 }, "related_data": {} } } }, { "分配参数": { "data": { "uuid": "python-5-244", "seg": [ [ [ "分配", "参数" ] ] ], "level": { "min": 0.3167996453900709, "max": 0.31684397163120565 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7410981_53361791@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-611", "seg": [ [ [ "参数", "魔法", "参数魔法" ] ] ], "level": { "min": 0.31666666666666665, "max": 0.31684397163120565 }, "related_data": {} } } }, { "递归": { "children": [ { "两个经典案例:阶乘和幂": { "data": { "uuid": "python-5-245", "seg": [ [ [ "经典", "案例", "经典案例" ] ], [ [ "阶乘" ], [ "幂" ] ] ], "level": { "min": 0.31684397163120565, "max": 0.3169326241134751 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7432664_53402065@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "另一个经典案例:二分查找": { "data": { "uuid": "python-5-246", "seg": [ [ [ "经典", "案例", "经典案例" ] ], [ [ "查找" ] ] ], "level": { "min": 0.3169326241134751, "max": 0.31702127659574464 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1054999_1252053@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-612", "seg": [ [ [ "递归" ] ] ], "level": { "min": 0.31684397163120565, "max": 0.31702127659574464 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1064883_1263906@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447860_53427816@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7434772_53405437@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-3-104", "seg": [ [ [ "抽象" ] ] ], "level": { "min": 0.31631205673758866, "max": 0.31702127659574464 }, "related_data": {} } } }, { "再谈抽象": { "children": [ { "对象魔法": { "data": { "uuid": "python-4-613", "seg": [ [ [ "对象", "魔法", "对象魔法" ] ] ], "level": { "min": 0.31702127659574464, "max": 0.3173758865248227 }, "related_data": {} } } }, { "关于面向对象设计的一些思考": { "data": { "uuid": "python-4-614", "seg": [ [ [ "面向对象", "设计", "思考" ] ] ], "level": { "min": 0.3173758865248227, "max": 0.3177304964539007 }, "related_data": {} } } } ], "data": { "uuid": "python-3-105", "seg": [ [ [ "谈", "抽象", "再谈" ] ] ], "level": { "min": 0.31702127659574464, "max": 0.3177304964539007 }, "related_data": {} } } }, { "开箱即用": { "children": [ { "探索模块": { "children": [ { "模块包含什么": { "data": { "uuid": "python-5-247", "seg": [ [ [ "模块", "包含" ] ] ], "level": { "min": 0.3177304964539007, "max": 0.3179078014184397 }, "related_data": {} } } }, { "使用help获取帮助": { "data": { "uuid": "python-5-248", "seg": [ [ [ "help", "获取" ] ] ], "level": { "min": 0.3179078014184397, "max": 0.3180851063829787 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7412927_53364476@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1095291_1306481@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "文档": { "data": { "uuid": "python-5-249", "seg": [ [ [ "文档" ] ] ], "level": { "min": 0.3180851063829787, "max": 0.3182624113475177 }, "related_data": {} } } }, { "使用源代码": { "data": { "uuid": "python-5-250", "seg": [ [ [] ] ], "level": { "min": 0.3182624113475177, "max": 0.3184397163120567 }, "related_data": {} } } } ], "data": { "uuid": "python-4-615", "seg": [ [ [ "探索", "模块" ] ] ], "level": { "min": 0.3177304964539007, "max": 0.3184397163120567 }, "related_data": {} } } } ], "data": { "uuid": "python-3-106", "seg": [ [ [ "开箱" ] ] ], "level": { "min": 0.3177304964539007, "max": 0.3184397163120567 }, "related_data": {} } } }, { "图形用户界面": { "children": [ { "创建GUI示例应用程序": { "children": [ { "初探": { "data": { "uuid": "python-5-251", "seg": [ [ [ "初探" ] ] ], "level": { "min": 0.3184397163120567, "max": 0.3185283687943262 }, "related_data": {} } } }, { "布局": { "data": { "uuid": "python-5-252", "seg": [ [ [ "布局" ] ] ], "level": { "min": 0.3185283687943262, "max": 0.3186170212765957 }, "related_data": {} } } }, { "事件处理": { "data": { "uuid": "python-5-253", "seg": [ [ [ "事件处理" ] ] ], "level": { "min": 0.3186170212765957, "max": 0.31870567375886516 }, "related_data": {} } } }, { "最终的程序": { "data": { "uuid": "python-5-254", "seg": [ [ [ "最终", "程序" ] ] ], "level": { "min": 0.31870567375886516, "max": 0.3187943262411347 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1098759_1313518@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-616", "seg": [ [ [ "创建", "gui", "示例", "应用程序", "示例应用程序" ] ] ], "level": { "min": 0.3184397163120567, "max": 0.3187943262411347 }, "related_data": {} } } }, { "使用其他GUI工具包": { "data": { "uuid": "python-4-617", "seg": [ [ [ "gui", "工具包" ] ] ], "level": { "min": 0.3187943262411347, "max": 0.3191489361702127 }, "related_data": {} } } } ], "data": { "uuid": "python-3-107", "seg": [ [ [ "图形用户界面" ] ] ], "level": { "min": 0.3184397163120567, "max": 0.3191489361702127 }, "related_data": {} } } }, { "数据库支持": { "children": [ { "Python数据库API": { "children": [ { "全局变量": { "data": { "uuid": "python-5-255", "seg": [ [ [ "全局变量" ] ] ], "level": { "min": 0.3191489361702127, "max": 0.31950354609929077 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7429424_53396302@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1090458_1297324@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "连接和游标": { "children": [ { "使用SocketServer实现分叉和线程化": { "data": { "uuid": "python-6-40", "seg": [ [ [ "socketserver", "分叉" ], [ "线程", "化", "线程化" ] ] ], "level": { "min": 0.31950354609929077, "max": 0.31968085106382976 }, "related_data": {} } } }, { "使用select和poll实现异步I/O": { "data": { "uuid": "python-6-41", "seg": [ [ [ "select" ], [ "poll", "异步", "i", "o" ] ] ], "level": { "min": 0.31968085106382976, "max": 0.31985815602836876 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1050402_1247553@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-5-256", "seg": [ [ [ "连接" ], [ "游标" ] ] ], "level": { "min": 0.31950354609929077, "max": 0.31985815602836876 }, "related_data": {} } } } ], "data": { "uuid": "python-4-618", "seg": [ [ [ "python", "数据库", "api" ] ] ], "level": { "min": 0.3191489361702127, "max": 0.31985815602836876 }, "related_data": {} } } } ], "data": { "uuid": "python-3-108", "seg": [ [ [ "数据库", "支持" ] ] ], "level": { "min": 0.3191489361702127, "max": 0.31985815602836876 }, "related_data": {} } } }, { "Python和Web": { "children": [ { "屏幕抓取": { "children": [ { "Tidy和XHTML解析": { "data": { "uuid": "python-5-257", "seg": [ [ [ "tidy" ], [ "xhtml", "解析" ] ] ], "level": { "min": 0.31985815602836876, "max": 0.31997635933806146 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7440602_53418882@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7777286@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Beautiful Soup": { "data": { "uuid": "python-5-258", "seg": [ [ [ "beaut", "if", "ul", "soup" ] ] ], "level": { "min": 0.31997635933806146, "max": 0.3200945626477541 }, "related_data": {} } } } ], "data": { "uuid": "python-4-619", "seg": [ [ [ "屏幕", "抓取" ] ] ], "level": { "min": 0.31985815602836876, "max": 0.3200945626477541 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_871746_1003841@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用CGI创建动态网页": { "children": [ { "第一步:准备Web服务器": { "data": { "uuid": "python-5-259", "seg": [ [ [] ], [ [ "web", "服务器" ] ] ], "level": { "min": 0.3200945626477541, "max": 0.3201241134751773 }, "related_data": {} } } }, { "第二步:添加!#行": { "data": { "uuid": "python-5-260", "seg": [ [ [] ], [ [ "添加", "!", "行" ] ] ], "level": { "min": 0.3201241134751773, "max": 0.32015366430260045 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7444996_53423566@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "第三步:设置文件权限": { "data": { "uuid": "python-5-261", "seg": [ [ [] ], [ [ "设置", "文件", "权限", "文件权限" ] ] ], "level": { "min": 0.32015366430260045, "max": 0.3201832151300236 }, "related_data": {} } } }, { "CGI安全风险": { "data": { "uuid": "python-5-262", "seg": [ [ [ "cgi", "风险" ] ] ], "level": { "min": 0.3201832151300236, "max": 0.32021276595744674 }, "related_data": {} } } }, { "简单的CGI脚本": { "data": { "uuid": "python-5-263", "seg": [ [ [ "cgi", "脚本" ] ] ], "level": { "min": 0.32021276595744674, "max": 0.3202423167848699 }, "related_data": {} } } }, { "使用cgitb进行调试": { "data": { "uuid": "python-5-264", "seg": [ [ [ "cgitb", "调试" ] ] ], "level": { "min": 0.3202423167848699, "max": 0.3202718676122931 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_919770_1055034@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用模块cgi": { "data": { "uuid": "python-5-265", "seg": [ [ [ "模块", "cgi" ] ] ], "level": { "min": 0.3202718676122931, "max": 0.32030141843971627 }, "related_data": {} } } }, { "简单的表单": { "data": { "uuid": "python-5-266", "seg": [ [ [ "表单" ] ] ], "level": { "min": 0.32030141843971627, "max": 0.32033096926713944 }, "related_data": {} } } } ], "data": { "uuid": "python-4-620", "seg": [ [ [ "cgi", "创建", "动态", "网页", "动态网页" ] ] ], "level": { "min": 0.3200945626477541, "max": 0.32033096926713944 }, "related_data": {} } } }, { "Web服务:更高级的抓取": { "children": [ { "RSS和相关内容": { "data": { "uuid": "python-5-267", "seg": [ [ [ "rss" ], [ "相关", "内容" ] ] ], "level": { "min": 0.32033096926713944, "max": 0.3204097714736012 }, "related_data": {} } } }, { "使用XML-RPC进行远程过程调用": { "data": { "uuid": "python-5-268", "seg": [ [ [ "xml", "rpc", "远程", "过程", "调用", "远程过程" ] ] ], "level": { "min": 0.3204097714736012, "max": 0.320488573680063 }, "related_data": {} } } }, { "SOAP": { "data": { "uuid": "python-5-269", "seg": [ [ [ "soap" ] ] ], "level": { "min": 0.320488573680063, "max": 0.3205673758865248 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "1929835@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-621", "seg": [ [ [ "web", "服务" ] ], [ [ "高级", "抓取" ] ] ], "level": { "min": 0.32033096926713944, "max": 0.3205673758865248 }, "related_data": {} } } } ], "data": { "uuid": "python-3-109", "seg": [ [ [ "python" ], [ "web" ] ] ], "level": { "min": 0.31985815602836876, "max": 0.3205673758865248 }, "related_data": {} } } }, { "测试基础": { "children": [ { "先测试再编码": { "children": [ { "准确的需求说明": { "data": { "uuid": "python-5-270", "seg": [ [ [ "准确", "需求" ] ] ], "level": { "min": 0.3205673758865248, "max": 0.32064617809298657 }, "related_data": {} } } }, { "做好应对变化的准备": { "data": { "uuid": "python-5-271", "seg": [ [ [ "做好", "应对", "变化" ] ] ], "level": { "min": 0.32064617809298657, "max": 0.32072498029944835 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7452467_53434475@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "测试四步曲": { "data": { "uuid": "python-5-272", "seg": [ [ [] ] ], "level": { "min": 0.32072498029944835, "max": 0.32080378250591013 }, "related_data": {} } } } ], "data": { "uuid": "python-4-622", "seg": [ [ [ "编码", "先测试", "再编码" ] ] ], "level": { "min": 0.3205673758865248, "max": 0.32080378250591013 }, "related_data": {} } } }, { "测试工具": { "children": [ { "doctest": { "data": { "uuid": "python-5-273", "seg": [ [ [ "doctest" ] ] ], "level": { "min": 0.32080378250591013, "max": 0.32092198581560283 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "91351052@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "39123651@unittest@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "unittest": { "data": { "uuid": "python-5-274", "seg": [ [ [ "unittest" ] ] ], "level": { "min": 0.32092198581560283, "max": 0.32104018912529547 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_749200_801624@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1057564_1254701@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "82386226@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89341923@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102678667@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8454118@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94879073@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103291935@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "96368903@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81711981@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91898045@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90802592@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112989401@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "19236863@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87906667@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95079849@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70242683@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7752357@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108754879@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89222892@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81298797@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95665117@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91634424@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78312252@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "49406131@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110381878@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81305042@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86706791@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81673971@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81711828@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86407737@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81709215@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111144067@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89221530@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78821014@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103177269@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "38392165@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80285308@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86328651@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108338184@unittest@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "46407801@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "38087929@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81711928@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "74231355@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89382703@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112916989@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109146665@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103956929@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51882991@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46653555@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109780470@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108953451@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95216101@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "119042642@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107820702@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107667117@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89962688@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79459771@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86318153@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109508568@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78047391@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51889564@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109229840@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79164536@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86327875@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116107923@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115713186@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106854198@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109448529@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86328133@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80984729@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89816356@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115284061@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80547917@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108628537@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86815130@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85405617@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81302780@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89966561@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103260596@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103416937@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80794220@unittest@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85085048@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102600245@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "97965186@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107487037@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108717755@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81452554@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113011812@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82771867@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78412998@unittest@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "98213471@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "43916727@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53121278@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86318899@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89398818@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108393217@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51519003@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87894443@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82997930@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91841130@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86327619@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81303854@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106751223@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102923874@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117926500@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "93235627@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81460848@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82430299@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113752127@unittest@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109200965@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87538375@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108211988@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51287814@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105472423@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "43404687@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90244019@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79324814@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109222902@unittest@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "38120625@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "42125977@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80793651@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78416275@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "48392679@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90053507@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111222393@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "98207083@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111416210@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110356685@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116138121@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "38120625@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108877653@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109805772@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108839869@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "114533642@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110872608@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111658998@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110704563@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "99440931@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53410246@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81700504@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113258030@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111718154@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94865686@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107909678@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107977446@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110312395@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108845414@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90054053@unittest@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-623", "seg": [ [ [ "测试工具" ] ] ], "level": { "min": 0.32080378250591013, "max": 0.32104018912529547 }, "related_data": {} } } }, { "超越单元测试": { "children": [ { "使用PyChecker和PyLint检查源代码": { "data": { "uuid": "python-5-275", "seg": [ [ [ "pychecker" ], [ "pylint", "检查" ] ] ], "level": { "min": 0.32104018912529547, "max": 0.3211583924349881 }, "related_data": {} } } }, { "性能分析": { "data": { "uuid": "python-5-276", "seg": [ [ [ "性能", "分析" ] ] ], "level": { "min": 0.3211583924349881, "max": 0.3212765957446808 }, "related_data": {} } } } ], "data": { "uuid": "python-4-624", "seg": [ [ [ "超越", "单元测试" ] ] ], "level": { "min": 0.32104018912529547, "max": 0.3212765957446808 }, "related_data": {} } } } ], "data": { "uuid": "python-3-110", "seg": [ [ [ "基础" ] ] ], "level": { "min": 0.3205673758865248, "max": 0.3212765957446808 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7445378_53423924@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_662804_478611@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "扩展Python": { "children": [ { "鱼和熊掌兼得": { "data": { "uuid": "python-4-625", "seg": [ [ [ "鱼" ], [ "熊掌", "兼得" ] ] ], "level": { "min": 0.3212765957446808, "max": 0.32151300236406616 }, "related_data": {} } } }, { "简单易行的方式:Jython和IronPython": { "data": { "uuid": "python-4-626", "seg": [ [ [ "简单易行", "方式" ] ], [ [ "jython" ], [ "ironpython" ] ] ], "level": { "min": 0.32151300236406616, "max": 0.3217494089834515 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_719810_713939@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "80205049@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54036@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "569669@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7348771@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "74184565@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5533676@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "47145773@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "24995427@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7409481@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7777637@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51992850@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51660299@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79394431@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46653975@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "46972303@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "31713@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7411433@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "49424253@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "44733849@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6207014@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1732031@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "760733@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "3869037@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "41285041@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "37724625@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46786977@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51320477@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78537027@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "2054379@jython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5846024@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "23734@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6238598@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "2055302@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6742380@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1649958@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5937759@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7700863@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6471872@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "2106637@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7638903@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "37739207@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6775245@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108128692@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "546204@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "4520198@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "41288@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "3765378@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "324580@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45027565@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "4026200@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1625569@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "5015084@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53198223@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7566608@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "66792@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "4028360@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "3035790@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "567405@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7588917@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "214208@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "3099945@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "72672@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7763391@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "695816@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "4901685@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "3560772@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5912367@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72740505@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "73826917@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "9877019@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5377766@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5816813@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50878298@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7647594@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78320703@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "2895666@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6076975@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "198645@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7497736@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5724647@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "3993823@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6086350@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1657385@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1455349@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1626255@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6078409@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6459831@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6075116@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "567412@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53666510@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "4005746@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6972510@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5161963@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7519902@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "4033599@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72934654@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1206912@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6607818@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6129372@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6116088@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113830029@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5647630@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6739327@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118423592@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "393429@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117994297@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107454793@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5407370@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113576746@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108313494@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "编写C语言扩展": { "children": [ { "SWIG": { "data": { "uuid": "python-5-277", "seg": [ [ [ "swig" ] ] ], "level": { "min": 0.3217494089834515, "max": 0.3218676122931442 }, "related_data": {} } } }, { "手工编写扩展": { "data": { "uuid": "python-5-278", "seg": [ [ [ "手工", "编写", "扩展" ] ] ], "level": { "min": 0.3218676122931442, "max": 0.32198581560283684 }, "related_data": {} } } } ], "data": { "uuid": "python-4-627", "seg": [ [ [ "编写", "c语言", "扩展" ] ] ], "level": { "min": 0.3217494089834515, "max": 0.32198581560283684 }, "related_data": {} } } } ], "data": { "uuid": "python-3-111", "seg": [ [ [ "扩展", "python" ] ] ], "level": { "min": 0.3212765957446808, "max": 0.32198581560283684 }, "related_data": {} } } }, { "程序打包": { "children": [ { "Setuptools基础": { "data": { "uuid": "python-4-628", "seg": [ [ [ "setuptools", "基础" ] ] ], "level": { "min": 0.32198581560283684, "max": 0.32216312056737584 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "77414500@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "打包": { "data": { "uuid": "python-4-629", "seg": [ [ [ "打包" ] ] ], "level": { "min": 0.32216312056737584, "max": 0.3223404255319149 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_765472_825343@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_719184_713158@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "编译扩展": { "data": { "uuid": "python-4-630", "seg": [ [ [ "编译", "扩展" ] ] ], "level": { "min": 0.3223404255319149, "max": 0.3225177304964539 }, "related_data": {} } } }, { "使用py2exe创建可执行程序": { "data": { "uuid": "python-4-631", "seg": [ [ [ "py2exe", "创建", "可执行程序" ] ] ], "level": { "min": 0.3225177304964539, "max": 0.3226950354609929 }, "related_data": {} } } } ], "data": { "uuid": "python-3-112", "seg": [ [ [ "程序", "打包" ] ] ], "level": { "min": 0.32198581560283684, "max": 0.3226950354609929 }, "related_data": {} } } }, { "趣味编程": { "children": [ { "为何要有趣": { "data": { "uuid": "python-4-632", "seg": [ [ [ "有趣" ] ] ], "level": { "min": 0.3226950354609929, "max": 0.32283687943262407 }, "related_data": {} } } }, { "编程柔术": { "data": { "uuid": "python-4-633", "seg": [ [ [ "编程", "柔术", "编程柔术" ] ] ], "level": { "min": 0.32283687943262407, "max": 0.32297872340425526 }, "related_data": {} } } }, { "原型设计": { "data": { "uuid": "python-4-634", "seg": [ [ [ "原型", "设计" ] ] ], "level": { "min": 0.32297872340425526, "max": 0.3231205673758865 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7446138_53425433@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7440106_53415073@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1094263_1304330@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "如果你已不胜其烦": { "data": { "uuid": "python-4-635", "seg": [ [ [ "不胜其烦" ] ] ], "level": { "min": 0.3231205673758865, "max": 0.3232624113475177 }, "related_data": {} } } }, { "如果你想深入学习": { "data": { "uuid": "python-4-636", "seg": [ [ [ "想", "学习" ] ] ], "level": { "min": 0.3232624113475177, "max": 0.3234042553191489 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_372604_400122@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460518_53445602@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7425399_53386846@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7410908_53361714@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_743209_787047@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_747116_797973@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399012_53345856@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_882584_1022242@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7405824_53355216@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7437989_53411267@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7401339_53349193@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_882479_1022049@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_882482_1022250@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_882586_1022043@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7462705_53448330@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450940_53432068@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7448251_53428284@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1102180_1316535@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_5609600_36999481@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1055394_1252502@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1961575_10859355@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431161_53399135@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_4646556_29330169@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-3-113", "seg": [ [ [ "趣味", "编程", "趣味编程" ] ] ], "level": { "min": 0.3226950354609929, "max": 0.3234042553191489 }, "related_data": {} } } }, { "Python编程基础": { "children": [ { "控制流": { "children": [ { "布尔值": { "data": { "uuid": "python-5-279", "seg": [ [ [ "布尔值" ] ] ], "level": { "min": 0.3234042553191489, "max": 0.32344858156028367 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1093476_1302960@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "比较操作符": { "data": { "uuid": "python-5-280", "seg": [ [ [ "操作符", "比较操作符" ] ] ], "level": { "min": 0.32344858156028367, "max": 0.32349290780141843 }, "related_data": {} } } }, { "布尔操作符": { "children": [ { "二元布尔操作符": { "data": { "uuid": "python-6-42", "seg": [ [ [ "布尔", "操作符", "布尔操作符" ] ] ], "level": { "min": 0.32349290780141843, "max": 0.32351507092198584 }, "related_data": {} } } }, { "not操作符": { "data": { "uuid": "python-6-43", "seg": [ [ [ "not", "操作符" ] ] ], "level": { "min": 0.32351507092198584, "max": 0.3235372340425532 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7417516_53372789@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443460_53420579@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_337637_335148@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456501_53440281@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7410153_53360752@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413078_53365575@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_4646152_29329636@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1024337_1217850@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7407499_53357521@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7464344_53450842@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7414891_53368240@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435583_53406545@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_777417_842918@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_749838_802569@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7413518_53365605@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7428392_53394250@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442435_53419250@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4647215_29331324@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_695713_578612@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414454_53367232@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7457979_53442511@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7407989_53358186@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_3363849_53346853@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447837_53427810@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_768323_828381@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1068620_1269508@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "86066496@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86672450@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "93791104@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109165715@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80231406@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77748908@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-281", "seg": [ [ [ "布尔", "操作符", "布尔操作符" ] ] ], "level": { "min": 0.32349290780141843, "max": 0.3235372340425532 }, "related_data": {} } } }, { "混合布尔和比较操作符": { "data": { "uuid": "python-5-282", "seg": [ [ [ "混合", "布尔" ], [ "操作符", "比较操作符" ] ] ], "level": { "min": 0.3235372340425532, "max": 0.3235815602836879 }, "related_data": {} } } }, { "控制流的元素": { "children": [ { "代码块": { "data": { "uuid": "python-6-44", "seg": [ [ [] ] ], "level": { "min": 0.3235815602836879, "max": 0.32362588652482266 }, "related_data": {} } } } ], "data": { "uuid": "python-5-283", "seg": [ [ [ "控制流", "元素" ] ] ], "level": { "min": 0.3235815602836879, "max": 0.32362588652482266 }, "related_data": {} } } }, { "程序执行": { "data": { "uuid": "python-5-284", "seg": [ [ [ "程序执行" ] ] ], "level": { "min": 0.32362588652482266, "max": 0.3236702127659574 }, "related_data": {} } } }, { "控制流语句": { "children": [ { "else语句": { "data": { "uuid": "python-6-45", "seg": [ [ [ "else", "语句" ] ] ], "level": { "min": 0.3236702127659574, "max": 0.3236812943262411 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7442897_53419903@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7464161_53450550@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7408729_53358904@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "elif语句": { "data": { "uuid": "python-6-46", "seg": [ [ [ "elif", "语句" ] ] ], "level": { "min": 0.3236812943262411, "max": 0.3236923758865248 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_978019_1136637@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "恼人的循环": { "data": { "uuid": "python-6-47", "seg": [ [ [ "恼人", "循环" ] ] ], "level": { "min": 0.3236923758865248, "max": 0.3237034574468085 }, "related_data": {} } } }, { "等价的while循环": { "data": { "uuid": "python-6-48", "seg": [ [ [ "等价", "while循环" ] ] ], "level": { "min": 0.3237034574468085, "max": 0.3237145390070922 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_712960_704022@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_654548_465625@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430841_53398340@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1058609_1255944@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7412007_53363154@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-285", "seg": [ [ [ "控制流", "语句", "控制流语句" ] ] ], "level": { "min": 0.3236702127659574, "max": 0.3237145390070922 }, "related_data": {} } } }, { "用sys.exit函数提前结束程序": { "data": { "uuid": "python-5-286", "seg": [ [ [ "sys", "exit", "函数", "提前结束", "程序" ] ] ], "level": { "min": 0.3237145390070922, "max": 0.32375886524822695 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_772432_835717@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-637", "seg": [ [ [ "控制流" ] ] ], "level": { "min": 0.3234042553191489, "max": 0.32375886524822695 }, "related_data": {} } } }, { "字符串操作": { "children": [ { "将字符串放入其他字符串": { "data": { "uuid": "python-5-287", "seg": [ [ [ "字符串", "放入", "将字符串" ] ] ], "level": { "min": 0.32375886524822695, "max": 0.32379110251450677 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7419634_53377162@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456425_53440196@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "有用的字符串方法": { "data": { "uuid": "python-5-288", "seg": [ [ [ "有用", "字符串", "方法", "字符串方法" ] ] ], "level": { "min": 0.32379110251450677, "max": 0.3238233397807866 }, "related_data": {} } } }, { "使用ord和chr函数的字符的数值": { "data": { "uuid": "python-5-289", "seg": [ [ [ "ord" ], [ "chr", "函数", "字符", "数值" ] ] ], "level": { "min": 0.3238233397807866, "max": 0.3238555770470664 }, "related_data": {} } } }, { "用pyperclip模块复制粘贴字符串": { "data": { "uuid": "python-5-290", "seg": [ [ [ "pyperclip", "模块", "复制粘贴", "字符串", "模块复制粘贴", "复制粘贴字符串" ] ] ], "level": { "min": 0.3238555770470664, "max": 0.32388781431334623 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7443410_53420523@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "计算字符串的长度": { "data": { "uuid": "python-5-291", "seg": [ [ [ "计算", "字符串", "长度" ] ] ], "level": { "min": 0.32388781431334623, "max": 0.32392005157962606 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7443491_53420637@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426761_53390656@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444251_53422355@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "截取字符串": { "data": { "uuid": "python-5-292", "seg": [ [ [ "截取", "字符串" ] ] ], "level": { "min": 0.32392005157962606, "max": 0.3239522888459058 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451147_53432178@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7419304_53376334@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_718167_711835@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "分割、合并字符串": { "data": { "uuid": "python-5-293", "seg": [ [ [ "分割" ], [ "合并", "字符串" ] ] ], "level": { "min": 0.3239522888459058, "max": 0.32398452611218564 }, "related_data": {} } } }, { "检索字符串": { "data": { "uuid": "python-5-294", "seg": [ [ [ "检索", "字符串" ] ] ], "level": { "min": 0.32398452611218564, "max": 0.32401676337846547 }, "related_data": {} } } }, { "字母的大小写转换": { "data": { "uuid": "python-5-295", "seg": [ [ [ "字母", "大小写", "转换" ] ] ], "level": { "min": 0.32401676337846547, "max": 0.3240490006447453 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_769097_829741@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447458_53427323@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7405282_53354418@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "去除字符串中的空格和": { "data": { "uuid": "python-5-296", "seg": [ [ [ "去除", "字符串", "空格" ], [] ] ], "level": { "min": 0.3240490006447453, "max": 0.3240812379110251 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_716271_708943@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460625_53445719@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "格式化字符串": { "data": { "uuid": "python-5-297", "seg": [ [ [ "格式化", "字符串", "格式化字符串" ] ] ], "level": { "min": 0.3240812379110251, "max": 0.32411347517730493 }, "related_data": {} } } } ], "data": { "uuid": "python-4-638", "seg": [ [ [ "字符串", "操作" ] ] ], "level": { "min": 0.32375886524822695, "max": 0.32411347517730493 }, "related_data": {} } } } ], "data": { "uuid": "python-3-114", "seg": [ [ [ "python", "编程", "基础", "编程基础" ] ] ], "level": { "min": 0.3234042553191489, "max": 0.32411347517730493 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7464362_53450750@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "自动化任务": { "children": [ { "输入验证": { "children": [ { "PyInputPlus模块": { "children": [ { "关键字参数min、max、greaterThan和lessThan": { "data": { "uuid": "python-6-49", "seg": [ [ [ "关键字", "参数", "min", "关键字参数" ], [ "max" ], [ "greaterthan" ], [ "lessthan" ] ] ], "level": { "min": 0.32411347517730493, "max": 0.32412765957446804 }, "related_data": {} } } }, { "关键字参数blank": { "data": { "uuid": "python-6-50", "seg": [ [ [ "关键字", "参数", "blank", "关键字参数" ] ] ], "level": { "min": 0.32412765957446804, "max": 0.32414184397163115 }, "related_data": {} } } }, { "关键字参数limit、timeout和default": { "data": { "uuid": "python-6-51", "seg": [ [ [ "关键字", "参数", "limit", "关键字参数" ], [ "timeout" ], [ "default" ] ] ], "level": { "min": 0.32414184397163115, "max": 0.3241560283687943 }, "related_data": {} } } }, { "关键字参数allowRegexes和blockRegexes": { "data": { "uuid": "python-6-52", "seg": [ [ [ "关键字", "参数", "allowregexes", "关键字参数" ], [ "blockregexes" ] ] ], "level": { "min": 0.3241560283687943, "max": 0.3241702127659574 }, "related_data": {} } } }, { "将自定义验证函数传递给inputCustom": { "data": { "uuid": "python-6-53", "seg": [ [ [ "自定义", "验证", "函数", "传递", "inputcustom" ] ] ], "level": { "min": 0.3241702127659574, "max": 0.32418439716312053 }, "related_data": {} } } } ], "data": { "uuid": "python-5-298", "seg": [ [ [ "pyinputplus", "模块" ] ] ], "level": { "min": 0.32411347517730493, "max": 0.32418439716312053 }, "related_data": {} } } } ], "data": { "uuid": "python-4-639", "seg": [ [ [ "输入", "验证" ] ] ], "level": { "min": 0.32411347517730493, "max": 0.32418439716312053 }, "related_data": {} } } }, { "组织文件": { "children": [ { "shutil模块": { "data": { "uuid": "python-5-299", "seg": [ [ [ "shutil", "模块" ] ] ], "level": { "min": 0.32418439716312053, "max": 0.3242080378250591 }, "related_data": {} } } }, { "遍历目录树": { "data": { "uuid": "python-5-300", "seg": [ [ [ "遍历", "目录", "树" ] ] ], "level": { "min": 0.3242080378250591, "max": 0.3242316784869976 }, "related_data": {} } } }, { "用zipfile模块压缩文件": { "data": { "uuid": "python-5-301", "seg": [ [ [ "zipfile", "模块", "压缩文件", "模块压缩文件" ] ] ], "level": { "min": 0.3242316784869976, "max": 0.3242553191489361 }, "related_data": {} } } } ], "data": { "uuid": "python-4-640", "seg": [ [ [ "组织", "文件" ] ] ], "level": { "min": 0.32418439716312053, "max": 0.3242553191489361 }, "related_data": {} } } }, { "从Web抓取信息": { "children": [ { "用requests模块从Web下载文件": { "data": { "uuid": "python-5-302", "seg": [ [ [ "requests", "模块", "web", "下载", "文件" ] ] ], "level": { "min": 0.3242553191489361, "max": 0.32426950354609924 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_704207_596108@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "将下载的文件保存到硬盘": { "data": { "uuid": "python-5-303", "seg": [ [ [ "下载", "文件", "保存", "硬盘", "将下载" ] ] ], "level": { "min": 0.32426950354609924, "max": 0.32428368794326234 }, "related_data": {} } } }, { "HTML": { "data": { "uuid": "python-5-304", "seg": [ [ [ "html" ] ] ], "level": { "min": 0.32428368794326234, "max": 0.3242978723404255 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7405224_53356380@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1094702_1305167@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1058060_1255330@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7423964_53384358@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_750570_803726@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_704503_597858@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_223986_182656@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1097833_1311915@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_769985_831293@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7405715_53356029@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "109507814@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109981582@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104897691@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "用bs4模块解析HTML": { "data": { "uuid": "python-5-305", "seg": [ [ [ "bs4", "模块", "解析", "html" ] ] ], "level": { "min": 0.3242978723404255, "max": 0.3243120567375886 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7405288_53354542@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "用selenium模块控制浏览器": { "data": { "uuid": "python-5-306", "seg": [ [ [ "selenium", "模块", "控制", "浏览器" ] ] ], "level": { "min": 0.3243120567375886, "max": 0.3243262411347517 }, "related_data": {} } } } ], "data": { "uuid": "python-4-641", "seg": [ [ [ "web", "抓取", "信息" ] ] ], "level": { "min": 0.3242553191489361, "max": 0.3243262411347517 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7458185_53442726@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "处理Excel电子表格": { "children": [ { "Excel文档": { "data": { "uuid": "python-5-307", "seg": [ [ [ "excel", "文档" ] ] ], "level": { "min": 0.3243262411347517, "max": 0.3243351063829787 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7405597_53355007@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4647286_29331593@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1052049_1249565@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_237164_216975@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413725_53365965@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7425586_53387159@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7463828_53450002@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7407431_53357545@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7465157_53451929@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_708702_650062@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1093931_1303748@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_664630_481628@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_700536_589603@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_679799_527940@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7400910_53348858@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7449272_53430421@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7415428_53368966@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7459781_53444822@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_753168_807532@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7452155_53434119@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438088_53411418@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7429527_53396388@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_774295_838341@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_764110_822708@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_768705_829013@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459929_53444968@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7440484_53415761@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_753728_809868@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7461945_53447254@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441289_53417201@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "107096970@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "安装openpyxl模块": { "data": { "uuid": "python-5-308", "seg": [ [ [ "安装", "openpyxl", "模块" ] ] ], "level": { "min": 0.3243351063829787, "max": 0.32434397163120565 }, "related_data": {} } } }, { "读取Excel文档": { "data": { "uuid": "python-5-309", "seg": [ [ [ "读取", "excel", "文档" ] ] ], "level": { "min": 0.32434397163120565, "max": 0.32435283687943256 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7431103_53399068@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_392375_435784@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_717934_711447@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7417607_53373122@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_3535586_23009257@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_693943_572898@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "25488029@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "写入Excel文档": { "data": { "uuid": "python-5-310", "seg": [ [ [ "写入", "excel", "文档" ] ] ], "level": { "min": 0.32435283687943256, "max": 0.3243617021276595 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_778302_849363@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_262124_274832@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7415965_53369805@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_763455_821889@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7414773_53367715@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1029085_1224134@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "112143595@selenium@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "设置单元格的字体风格": { "data": { "uuid": "python-5-311", "seg": [ [ [ "设置", "单元格", "字体", "风格", "字体风格" ] ] ], "level": { "min": 0.3243617021276595, "max": 0.3243705673758865 }, "related_data": {} } } }, { "Font对象": { "data": { "uuid": "python-5-312", "seg": [ [ [ "font", "对象" ] ] ], "level": { "min": 0.3243705673758865, "max": 0.3243794326241134 }, "related_data": {} } } }, { "公式": { "data": { "uuid": "python-5-313", "seg": [ [ [ "公式" ] ] ], "level": { "min": 0.3243794326241134, "max": 0.32438829787234036 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7396504_53340244@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "调整行和列": { "data": { "uuid": "python-5-314", "seg": [ [ [ "调整", "行和列" ] ] ], "level": { "min": 0.32438829787234036, "max": 0.3243971631205673 }, "related_data": {} } } } ], "data": { "uuid": "python-4-642", "seg": [ [ [ "excel", "电子表格" ] ] ], "level": { "min": 0.3243262411347517, "max": 0.3243971631205673 }, "related_data": {} } } }, { "处理Google电子表格": { "children": [ { "安装和设置EZSheets": { "data": { "uuid": "python-5-315", "seg": [ [ [ "安装" ], [ "设置", "ezsheets" ] ] ], "level": { "min": 0.3243971631205673, "max": 0.32441489361702125 }, "related_data": {} } } }, { "Spreadsheet对象": { "data": { "uuid": "python-5-316", "seg": [ [ [ "spreadsheet", "对象" ] ] ], "level": { "min": 0.32441489361702125, "max": 0.3244326241134751 }, "related_data": {} } } }, { "工作表对象": { "data": { "uuid": "python-5-317", "seg": [ [ [ "工作", "表", "对象" ] ] ], "level": { "min": 0.3244326241134751, "max": 0.324450354609929 }, "related_data": {} } } }, { "利用Google Sheets配额": { "data": { "uuid": "python-5-318", "seg": [ [ [ "利用", "google", "sheets", "配额" ] ] ], "level": { "min": 0.324450354609929, "max": 0.3244680851063829 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428390_53394082@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7882367@jython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7456723@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6212039@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7862367@jython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "40396027@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "2292151@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85051449@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118384084@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7734476@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1720986@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115301965@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "1607902@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6300108@descriptor@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6106495@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-643", "seg": [ [ [ "google", "电子表格" ] ] ], "level": { "min": 0.3243971631205673, "max": 0.3244680851063829 }, "related_data": {} } } }, { "处理PDF和Word文档": { "children": [ { "PDF文档": { "data": { "uuid": "python-5-319", "seg": [ [ [ "pdf", "文档" ] ] ], "level": { "min": 0.3244680851063829, "max": 0.32449172576832147 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7423182_53382762@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_774625_838927@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7414384_53367016@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "8981315@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "45998439@django@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "28869217@django@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109267805@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117031929@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109474891@unittest@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "Word文档": { "data": { "uuid": "python-5-320", "seg": [ [ [ "word", "文档" ] ] ], "level": { "min": 0.32449172576832147, "max": 0.32451536643026 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7463488_53449393@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7439495_53414052@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7422130_53379541@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7407172_53357050@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456379_53443602@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1054073_1251355@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7255432@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "从Word文档中创建PDF": { "data": { "uuid": "python-5-321", "seg": [ [ [ "word", "文档", "创建", "pdf" ] ] ], "level": { "min": 0.32451536643026, "max": 0.3245390070921986 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "118434004@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7482742@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-644", "seg": [ [ [ "pdf" ], [ "word", "文档" ] ] ], "level": { "min": 0.3244680851063829, "max": 0.3245390070921986 }, "related_data": {} } } }, { "处理CSV文件和JSON数据": { "children": [ { "csv模块": { "data": { "uuid": "python-5-322", "seg": [ [ [ "csv", "模块" ] ] ], "level": { "min": 0.3245390070921986, "max": 0.32457446808510637 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_744365_793336@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_736481_764250@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1070170_1271493@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7415531_53368997@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1019101_1210409@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_756374_811491@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_718685_712506@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1061397_1259252@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_750763_804118@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7462810_53448507@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425212_53386603@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_695830_578811@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "109195441@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88991516@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112692551@selenium@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "json模块": { "data": { "uuid": "python-5-323", "seg": [ [ [ "json", "模块" ] ] ], "level": { "min": 0.32457446808510637, "max": 0.32460992907801417 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_757028_812294@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399757_53347240@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_643876_444042@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_631991_441788@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7425897_53388274@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7397643_53342821@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_797264_886228@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_917383_1057025@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_762709_822405@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_701101_590635@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_672422_499493@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1092254_1300109@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_762751_821047@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4645807_29329048@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7408648_53358834@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7436479_53408346@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_758492_814545@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399314_53346366@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_767519_827165@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7439835_53414651@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1586693_6229113@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_978128_1142889@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_763653_822447@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_705273_609042@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1091087_1298320@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7458225_53443415@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_737896_768651@8", "cluster_num": 0 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "87822887@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102854181@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110790553@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109303222@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89449148@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108901159@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-645", "seg": [ [ [ "csv", "文件" ], [ "json", "数据" ] ] ], "level": { "min": 0.3245390070921986, "max": 0.32460992907801417 }, "related_data": {} } } }, { "发送电子邮件和短信": { "children": [ { "使用Gmail API发送和接收电子邮件": { "data": { "uuid": "python-5-324", "seg": [ [ [ "gmail", "api", "发送" ], [ "接收", "电子邮件" ] ] ], "level": { "min": 0.32460992907801417, "max": 0.32462006079027356 }, "related_data": {} } } }, { "SMTP": { "data": { "uuid": "python-5-325", "seg": [ [ [ "smtp" ] ] ], "level": { "min": 0.32462006079027356, "max": 0.3246301925025329 }, "related_data": {} } } }, { "发送电子邮件": { "data": { "uuid": "python-5-326", "seg": [ [ [ "发送", "电子邮件" ] ] ], "level": { "min": 0.3246301925025329, "max": 0.3246403242147923 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7435579_53406455@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "IMAP": { "data": { "uuid": "python-5-327", "seg": [ [ [ "imap" ] ] ], "level": { "min": 0.3246403242147923, "max": 0.32465045592705166 }, "related_data": {} } } }, { "用IMAP获取和删除电子邮件": { "data": { "uuid": "python-5-328", "seg": [ [ [ "imap", "获取" ], [ "删除", "电子邮件" ] ] ], "level": { "min": 0.32465045592705166, "max": 0.32466058763931105 }, "related_data": {} } } }, { "使用短信电子邮件网关发送短信": { "data": { "uuid": "python-5-329", "seg": [ [ [ "短信", "电子邮件", "网关", "发送", "短信电子邮件", "电子邮件网关" ] ] ], "level": { "min": 0.32466058763931105, "max": 0.3246707193515704 }, "related_data": {} } } }, { "用Twilio发送短信": { "data": { "uuid": "python-5-330", "seg": [ [ [ "twilio", "发送", "短信" ] ] ], "level": { "min": 0.3246707193515704, "max": 0.32468085106382977 }, "related_data": {} } } } ], "data": { "uuid": "python-4-646", "seg": [ [ [ "发送", "电子邮件" ], [ "短信" ] ] ], "level": { "min": 0.32460992907801417, "max": 0.32468085106382977 }, "related_data": {} } } }, { "操作图像": { "children": [ { "计算机图像基础": { "data": { "uuid": "python-5-331", "seg": [ [ [ "计算机", "图像", "基础", "计算机图像", "图像基础" ] ] ], "level": { "min": 0.32468085106382977, "max": 0.3247044917257683 }, "related_data": {} } } }, { "用pillow操作图像": { "data": { "uuid": "python-5-332", "seg": [ [ [ "pillow", "操作", "图像" ] ] ], "level": { "min": 0.3247044917257683, "max": 0.3247281323877068 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "117512760@tornado@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "在图像上绘画": { "children": [ { "绘制形状": { "data": { "uuid": "python-6-54", "seg": [ [ [ "绘制", "形状", "绘制形状" ] ] ], "level": { "min": 0.3247281323877068, "max": 0.32473995271867606 }, "related_data": {} } } }, { "绘制文本": { "data": { "uuid": "python-6-55", "seg": [ [ [ "绘制", "文本", "绘制文本" ] ] ], "level": { "min": 0.32473995271867606, "max": 0.32475177304964536 }, "related_data": {} } } } ], "data": { "uuid": "python-5-333", "seg": [ [ [ "图像", "绘画" ] ] ], "level": { "min": 0.3247281323877068, "max": 0.32475177304964536 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7396806_53340998@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_6209071_43183303@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7449341_53430632@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-647", "seg": [ [ [ "操作", "图像" ] ] ], "level": { "min": 0.32468085106382977, "max": 0.32475177304964536 }, "related_data": {} } } }, { "用GUI自动化控制键盘和鼠标": { "children": [ { "安装pyautogui模块": { "data": { "uuid": "python-5-334", "seg": [ [ [ "安装", "pyautogui", "模块" ] ] ], "level": { "min": 0.32475177304964536, "max": 0.3247572285870158 }, "related_data": {} } } }, { "在macOS上设置无障碍应用程序": { "data": { "uuid": "python-5-335", "seg": [ [ [ "macos", "设置", "无障碍", "应用程序" ] ] ], "level": { "min": 0.3247572285870158, "max": 0.32476268412438625 }, "related_data": {} } } }, { "走对路": { "data": { "uuid": "python-5-336", "seg": [ [ [ "走", "路" ] ] ], "level": { "min": 0.32476268412438625, "max": 0.32476813966175666 }, "related_data": {} } } }, { "控制鼠标指针移动": { "data": { "uuid": "python-5-337", "seg": [ [ [ "控制", "鼠标", "指针", "鼠标指针" ] ] ], "level": { "min": 0.32476813966175666, "max": 0.3247735951991271 }, "related_data": {} } } }, { "控制鼠标交互": { "data": { "uuid": "python-5-338", "seg": [ [ [ "控制", "鼠标", "交互" ] ] ], "level": { "min": 0.3247735951991271, "max": 0.32477905073649754 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_773500_837228@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443178_53420245@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "规划鼠标运动": { "data": { "uuid": "python-5-339", "seg": [ [ [ "规划", "鼠标", "运动", "规划鼠标" ] ] ], "level": { "min": 0.32477905073649754, "max": 0.32478450627386796 }, "related_data": {} } } }, { "处理屏幕": { "data": { "uuid": "python-5-340", "seg": [ [ [ "屏幕" ] ] ], "level": { "min": 0.32478450627386796, "max": 0.32478996181123837 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428076_53393364@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448551_53428724@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "图像识别": { "data": { "uuid": "python-5-341", "seg": [ [ [ "图像识别" ] ] ], "level": { "min": 0.32478996181123837, "max": 0.3247954173486088 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_852038_975374@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "获取窗口信息": { "data": { "uuid": "python-5-342", "seg": [ [ [ "获取", "窗口", "信息" ] ] ], "level": { "min": 0.3247954173486088, "max": 0.32480087288597925 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1053981_1251175@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7462932_53448724@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7423314_53383134@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_734839_759424@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "控制键盘": { "data": { "uuid": "python-5-343", "seg": [ [ [ "控制", "键盘" ] ] ], "level": { "min": 0.32480087288597925, "max": 0.32480632842334967 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7402766_53350935@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_764717_823495@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_371927_399126@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1102465_1316908@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "设置GUI自动化脚本": { "data": { "uuid": "python-5-344", "seg": [ [ [ "设置", "gui", "自动化", "脚本" ] ] ], "level": { "min": 0.32480632842334967, "max": 0.3248117839607201 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1054552_1251804@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444487_53426627@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "复习PyAutoGUI的函数": { "data": { "uuid": "python-5-345", "seg": [ [ [ "复习", "pyautogui", "函数" ] ] ], "level": { "min": 0.3248117839607201, "max": 0.32481723949809055 }, "related_data": {} } } }, { "显示消息框": { "data": { "uuid": "python-5-346", "seg": [ [ [ "显示", "消息", "框" ] ] ], "level": { "min": 0.32481723949809055, "max": 0.32482269503546096 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_731001_747646@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-648", "seg": [ [ [ "gui", "自动化", "控制", "键盘" ], [ "鼠标" ] ] ], "level": { "min": 0.32475177304964536, "max": 0.32482269503546096 }, "related_data": {} } } } ], "data": { "uuid": "python-3-115", "seg": [ [ [ "自动化" ] ] ], "level": { "min": 0.32411347517730493, "max": 0.32482269503546096 }, "related_data": {} } } }, { "序幕": { "children": [ { "Python数据模型": { "children": [ { "一摞Python风格的纸牌": { "data": { "uuid": "python-5-347", "seg": [ [ [ "python", "风格", "纸牌" ] ] ], "level": { "min": 0.32482269503546096, "max": 0.325177304964539 }, "related_data": {} } } }, { "特殊方法一览": { "data": { "uuid": "python-5-348", "seg": [ [ [ "方法", "一览", "方法一览" ] ] ], "level": { "min": 0.325177304964539, "max": 0.325531914893617 }, "related_data": {} } } } ], "data": { "uuid": "python-4-649", "seg": [ [ [ "python", "数据模型" ] ] ], "level": { "min": 0.32482269503546096, "max": 0.325531914893617 }, "related_data": {} } } } ], "data": { "uuid": "python-3-116", "seg": [ [ [ "序幕" ] ] ], "level": { "min": 0.32482269503546096, "max": 0.325531914893617 }, "related_data": {} } } }, { "把函数视作对象": { "children": [ { "使用一等函数实现设计模式": { "children": [ { "案例分析:重构“策略”模式": { "data": { "uuid": "python-5-349", "seg": [ [ [ "案例", "分析" ] ], [ [ "重构", "策略", "模式" ] ] ], "level": { "min": 0.325531914893617, "max": 0.325886524822695 }, "related_data": {} } } }, { "“命令”模式": { "data": { "uuid": "python-5-350", "seg": [ [ [ "命令", "模式" ] ] ], "level": { "min": 0.325886524822695, "max": 0.326241134751773 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7429319_53396010@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7419255_53376275@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-650", "seg": [ [ [ "函数", "设计模式" ] ] ], "level": { "min": 0.325531914893617, "max": 0.326241134751773 }, "related_data": {} } } } ], "data": { "uuid": "python-3-117", "seg": [ [ [ "函数", "视作", "对象" ] ] ], "level": { "min": 0.325531914893617, "max": 0.326241134751773 }, "related_data": {} } } }, { "面向对象惯用法": { "children": [ { "对象引用、可变性和垃圾回收": { "children": [ { "变量不是盒子": { "data": { "uuid": "python-5-351", "seg": [ [ [ "变量", "盒子" ] ] ], "level": { "min": 0.326241134751773, "max": 0.3262706855791962 }, "related_data": {} } } }, { "标识、相等性和别名": { "data": { "uuid": "python-5-352", "seg": [ [ [ "标识" ], [ "性" ], [ "别名" ] ] ], "level": { "min": 0.3262706855791962, "max": 0.32630023640661937 }, "related_data": {} } } }, { "默认做浅复制": { "data": { "uuid": "python-5-353", "seg": [ [ [ "默认", "做", "浅", "复制" ] ] ], "level": { "min": 0.32630023640661937, "max": 0.3263297872340425 }, "related_data": {} } } }, { "函数的参数作为引用时": { "data": { "uuid": "python-5-354", "seg": [ [ [ "函数", "参数", "引用" ] ] ], "level": { "min": 0.3263297872340425, "max": 0.32635933806146566 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_700318_589145@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413734_53365943@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "del和垃圾回收": { "data": { "uuid": "python-5-355", "seg": [ [ [ "del" ], [ "垃圾", "回收" ] ] ], "level": { "min": 0.32635933806146566, "max": 0.32638888888888884 }, "related_data": {} } } }, { "Python对不可变类型施加的把戏": { "data": { "uuid": "python-5-356", "seg": [ [ [ "python", "变", "类型", "施加", "把戏" ] ] ], "level": { "min": 0.32638888888888884, "max": 0.326418439716312 }, "related_data": {} } } } ], "data": { "uuid": "python-4-651", "seg": [ [ [ "对象", "引用" ], [ "可变性" ], [ "垃圾", "回收" ] ] ], "level": { "min": 0.326241134751773, "max": 0.326418439716312 }, "related_data": {} } } }, { "符合Python风格的对象": { "children": [ { "对象表示形式": { "data": { "uuid": "python-5-357", "seg": [ [ [ "对象", "形式" ] ] ], "level": { "min": 0.326418439716312, "max": 0.32643814026792745 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7464736_53451299@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "再谈向量类": { "data": { "uuid": "python-5-358", "seg": [ [ [ "谈", "向量", "类", "再谈", "向量类" ] ] ], "level": { "min": 0.32643814026792745, "max": 0.32645784081954293 }, "related_data": {} } } }, { "备选构造方法": { "data": { "uuid": "python-5-359", "seg": [ [ [ "备选", "构造方法" ] ] ], "level": { "min": 0.32645784081954293, "max": 0.32647754137115836 }, "related_data": {} } } }, { "classmethod与staticmethod": { "data": { "uuid": "python-5-360", "seg": [ [ [ "classmethod" ], [ "staticmethod" ] ] ], "level": { "min": 0.32647754137115836, "max": 0.3264972419227738 }, "related_data": {} } } }, { "格式化显示": { "data": { "uuid": "python-5-361", "seg": [ [ [ "格式化", "显示" ] ] ], "level": { "min": 0.3264972419227738, "max": 0.3265169424743893 }, "related_data": {} } } }, { "可散列的Vector2d": { "data": { "uuid": "python-5-362", "seg": [ [ [ "散列", "vector2d" ] ] ], "level": { "min": 0.3265169424743893, "max": 0.3265366430260047 }, "related_data": {} } } }, { "Python的私有属性和“受保护的”属性": { "data": { "uuid": "python-5-363", "seg": [ [ [ "python", "私有", "属性" ], [ "受", "保护", "属性" ] ] ], "level": { "min": 0.3265366430260047, "max": 0.32655634357762015 }, "related_data": {} } } }, { "使用__slots__类属性节省空间": { "data": { "uuid": "python-5-364", "seg": [ [ [ "slots", "类", "属性", "节省", "空间", "属性节省", "节省空间" ] ] ], "level": { "min": 0.32655634357762015, "max": 0.32657604412923563 }, "related_data": {} } } }, { "覆盖类属性": { "data": { "uuid": "python-5-365", "seg": [ [ [ "覆盖", "类", "属性" ] ] ], "level": { "min": 0.32657604412923563, "max": 0.32659574468085106 }, "related_data": {} } } } ], "data": { "uuid": "python-4-652", "seg": [ [ [ "符合", "python", "风格", "对象" ] ] ], "level": { "min": 0.326418439716312, "max": 0.32659574468085106 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_6374902_44871586@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "继承的优缺点": { "children": [ { "子类化内置类型很麻烦": { "data": { "uuid": "python-5-366", "seg": [ [ [ "子", "类化", "内置", "类型", "内置类型" ] ] ], "level": { "min": 0.32659574468085106, "max": 0.3266548463356974 }, "related_data": {} } } }, { "多重继承的真实应用": { "data": { "uuid": "python-5-367", "seg": [ [ [ "继承", "真实", "真实应用" ] ] ], "level": { "min": 0.3266548463356974, "max": 0.3267139479905437 }, "related_data": {} } } }, { "一个现代示例:Django通用视图中的混入": { "data": { "uuid": "python-5-368", "seg": [ [ [ "示例" ] ], [ [ "django", "通用", "视图", "混入" ] ] ], "level": { "min": 0.3267139479905437, "max": 0.32677304964539006 }, "related_data": {} } } } ], "data": { "uuid": "python-4-653", "seg": [ [ [ "继承", "优缺点" ] ] ], "level": { "min": 0.32659574468085106, "max": 0.32677304964539006 }, "related_data": {} } } }, { "正确重载运算符": { "children": [ { "运算符重载基础": { "data": { "uuid": "python-5-369", "seg": [ [ [ "运算符", "重载", "基础" ] ] ], "level": { "min": 0.32677304964539006, "max": 0.32680851063829786 }, "related_data": {} } } }, { "重载向量加法运算符 +": { "data": { "uuid": "python-5-370", "seg": [ [ [ "重载", "向量", "加法", "运算符" ] ] ], "level": { "min": 0.32680851063829786, "max": 0.32684397163120565 }, "related_data": {} } } }, { "重载标量乘法运算符 *": { "data": { "uuid": "python-5-371", "seg": [ [ [ "重载", "标量", "乘法", "运算符", "标量乘法", "乘法运算符" ] ] ], "level": { "min": 0.32684397163120565, "max": 0.32687943262411345 }, "related_data": {} } } }, { "众多比较运算符": { "data": { "uuid": "python-5-372", "seg": [ [ [ "运算符", "比较运算符" ] ] ], "level": { "min": 0.32687943262411345, "max": 0.32691489361702125 }, "related_data": {} } } }, { "增量赋值运算符": { "data": { "uuid": "python-5-373", "seg": [ [ [ "增量", "赋值", "运算符", "增量赋值", "赋值运算符" ] ] ], "level": { "min": 0.32691489361702125, "max": 0.32695035460992905 }, "related_data": {} } } } ], "data": { "uuid": "python-4-654", "seg": [ [ [ "重载", "运算符" ] ] ], "level": { "min": 0.32677304964539006, "max": 0.32695035460992905 }, "related_data": {} } } } ], "data": { "uuid": "python-3-118", "seg": [ [ [ "面向对象", "惯用", "法", "面向对象惯用" ] ] ], "level": { "min": 0.326241134751773, "max": 0.32695035460992905 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7442945_53419958@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "控制流程": { "children": [ { "使用期物处理并发": { "children": [ { "阻塞型I/O和GIL": { "data": { "uuid": "python-5-374", "seg": [ [ [ "阻塞", "i", "o" ], [ "gil" ] ] ], "level": { "min": 0.32695035460992905, "max": 0.3270390070921986 }, "related_data": {} } } }, { "使用concurrent.futures模块启动进程": { "data": { "uuid": "python-5-375", "seg": [ [ [ "concurrent", "futures", "模块", "启动", "进程" ] ] ], "level": { "min": 0.3270390070921986, "max": 0.32712765957446804 }, "related_data": {} } } }, { "实验Executor.map方法": { "data": { "uuid": "python-5-376", "seg": [ [ [ "实验", "executor", "map", "方法" ] ] ], "level": { "min": 0.32712765957446804, "max": 0.3272163120567375 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455783_53439118@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451008_53432077@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1079250_1286684@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "显示下载进度并处理错误": { "data": { "uuid": "python-5-377", "seg": [ [ [ "显示", "下载", "进度", "处理错误" ] ] ], "level": { "min": 0.3272163120567375, "max": 0.32730496453900704 }, "related_data": {} } } } ], "data": { "uuid": "python-4-655", "seg": [ [ [ "使用期", "并发" ] ] ], "level": { "min": 0.32695035460992905, "max": 0.32730496453900704 }, "related_data": {} } } }, { "使用asyncio包处理并发": { "children": [ { "避免阻塞型调用": { "data": { "uuid": "python-5-378", "seg": [ [ [ "阻塞", "调用" ] ] ], "level": { "min": 0.32730496453900704, "max": 0.32742316784869974 }, "related_data": {} } } }, { "改进asyncio下载脚本": { "data": { "uuid": "python-5-379", "seg": [ [ [ "改进", "asyncio", "下载", "脚本" ] ] ], "level": { "min": 0.32742316784869974, "max": 0.3275413711583924 }, "related_data": {} } } }, { "使用asyncio包编写服务器": { "data": { "uuid": "python-5-380", "seg": [ [ [ "asyncio", "包", "编写", "服务器" ] ] ], "level": { "min": 0.3275413711583924, "max": 0.3276595744680851 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "103082046@tornado@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-656", "seg": [ [ [ "asyncio", "包", "并发" ] ] ], "level": { "min": 0.32730496453900704, "max": 0.3276595744680851 }, "related_data": {} } } } ], "data": { "uuid": "python-3-119", "seg": [ [ [ "控制", "流程" ] ] ], "level": { "min": 0.32695035460992905, "max": 0.3276595744680851 }, "related_data": {} } } }, { "元编程": { "children": [ { "动态属性和特性": { "children": [ { "使用动态属性转换数据": { "data": { "uuid": "python-5-381", "seg": [ [ [ "动态", "属性", "转换", "数据", "动态属性" ] ] ], "level": { "min": 0.3276595744680851, "max": 0.32766482794851587 }, "related_data": {} } } }, { "使用特性验证属性": { "data": { "uuid": "python-5-382", "seg": [ [ [ "特性", "验证", "属性" ] ] ], "level": { "min": 0.32766482794851587, "max": 0.32767008142894666 }, "related_data": {} } } }, { "特性全解析": { "data": { "uuid": "python-5-383", "seg": [ [ [ "特性", "全", "解析" ] ] ], "level": { "min": 0.32767008142894666, "max": 0.32767533490937745 }, "related_data": {} } } }, { "定义一个特性工厂函数": { "data": { "uuid": "python-5-384", "seg": [ [ [ "定义", "特性", "工厂", "函数", "特性工厂", "工厂函数" ] ] ], "level": { "min": 0.32767533490937745, "max": 0.32768058838980824 }, "related_data": {} } } }, { "处理属性删除操作": { "data": { "uuid": "python-5-385", "seg": [ [ [ "属性", "删除", "操作" ] ] ], "level": { "min": 0.32768058838980824, "max": 0.327685841870239 }, "related_data": {} } } } ], "data": { "uuid": "python-4-657", "seg": [ [ [ "动态", "属性", "动态属性" ], [ "特性" ] ] ], "level": { "min": 0.3276595744680851, "max": 0.327685841870239 }, "related_data": {} } } }, { "属性描述符": { "children": [ { "描述符示例:验证属性": { "data": { "uuid": "python-5-386", "seg": [ [ [ "描述符", "示例", "描述符示例" ] ], [ [ "验证", "属性" ] ] ], "level": { "min": 0.327685841870239, "max": 0.3276910953506698 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "10291147@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "覆盖型与非覆盖型描述符对比": { "data": { "uuid": "python-5-387", "seg": [ [ [ "覆盖", "描述符" ] ] ], "level": { "min": 0.3276910953506698, "max": 0.3276963488311006 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7432510_53401665@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "方法是描述符": { "data": { "uuid": "python-5-388", "seg": [ [ [ "方法", "描述符" ] ] ], "level": { "min": 0.3276963488311006, "max": 0.32770160231153134 }, "related_data": {} } } }, { "描述符用法建议": { "data": { "uuid": "python-5-389", "seg": [ [ [ "描述符", "用法", "建议", "描述符用法", "用法建议" ] ] ], "level": { "min": 0.32770160231153134, "max": 0.3277068557919621 }, "related_data": {} } } }, { "描述符的文档字符串和覆盖删除操作": { "data": { "uuid": "python-5-390", "seg": [ [ [ "描述符", "文档", "字符串", "文档字符串" ], [ "覆盖", "删除", "操作" ] ] ], "level": { "min": 0.3277068557919621, "max": 0.3277121092723929 }, "related_data": {} } } } ], "data": { "uuid": "python-4-658", "seg": [ [ [ "属性", "描述符", "属性描述符" ] ] ], "level": { "min": 0.327685841870239, "max": 0.3277121092723929 }, "related_data": {} } } }, { "类元编程": { "children": [ { "类工厂函数": { "data": { "uuid": "python-5-391", "seg": [ [ [ "类", "工厂", "函数", "工厂函数" ] ] ], "level": { "min": 0.3277121092723929, "max": 0.3277164871727519 }, "related_data": {} } } }, { "定制描述符的类装饰器": { "data": { "uuid": "python-5-392", "seg": [ [ [ "定制", "描述符", "类", "装饰", "器", "类装饰", "装饰器" ] ] ], "level": { "min": 0.3277164871727519, "max": 0.3277208650731109 }, "related_data": {} } } }, { "导入时和运行时比较": { "data": { "uuid": "python-5-393", "seg": [ [ [ "导入" ], [ "运行" ] ] ], "level": { "min": 0.3277208650731109, "max": 0.3277252429734699 }, "related_data": {} } } }, { "元类基础知识": { "data": { "uuid": "python-5-394", "seg": [ [ [ "类", "基础知识" ] ] ], "level": { "min": 0.3277252429734699, "max": 0.3277296208738289 }, "related_data": {} } } }, { "定制描述符的元类": { "data": { "uuid": "python-5-395", "seg": [ [ [ "定制", "描述符", "元类" ] ] ], "level": { "min": 0.3277296208738289, "max": 0.32773399877418785 }, "related_data": {} } } }, { "元类的特殊方法__prepare__": { "data": { "uuid": "python-5-396", "seg": [ [ [ "元类", "方法", "prepare" ] ] ], "level": { "min": 0.32773399877418785, "max": 0.32773837667454686 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7434610_53404994@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-659", "seg": [ [ [ "类元", "编程", "类元编程" ] ] ], "level": { "min": 0.3277121092723929, "max": 0.32773837667454686 }, "related_data": {} } } }, { "给函数添加一个包装": { "data": { "uuid": "python-4-660", "seg": [ [ [ "函数", "添加", "包装" ] ] ], "level": { "min": 0.32773837667454686, "max": 0.3277646440767008 }, "related_data": {} } } }, { "编写装饰器时如何保存函数的元数据": { "data": { "uuid": "python-4-661", "seg": [ [ [ "编写", "装饰", "器", "保存", "函数", "元", "数据", "装饰器", "器时", "元数据" ] ] ], "level": { "min": 0.3277646440767008, "max": 0.3277909114788547 }, "related_data": {} } } }, { "对装饰器进行解包装": { "data": { "uuid": "python-4-662", "seg": [ [ [ "装饰", "器", "解", "包装", "装饰器" ] ] ], "level": { "min": 0.3277909114788547, "max": 0.32781717888100864 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7397302_53342073@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7447217_53426745@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7436978_53409440@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7398573_53344953@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7398290_53344291@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7438384_53411720@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "定义一个可接受参数的装饰器": { "data": { "uuid": "python-4-663", "seg": [ [ [ "定义", "接受", "参数", "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.32781717888100864, "max": 0.3278434462831626 }, "related_data": {} } } }, { "定义一个属性可由用户修改的装饰器": { "data": { "uuid": "python-4-664", "seg": [ [ [ "定义", "属性", "用户", "修改", "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.3278434462831626, "max": 0.3278697136853165 }, "related_data": {} } } }, { "定义一个能接收可选参数的装饰器": { "data": { "uuid": "python-4-665", "seg": [ [ [ "定义", "接收", "参数", "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.3278697136853165, "max": 0.3278959810874704 }, "related_data": {} } } }, { "利用装饰器对函数参数强制执行类型检查": { "data": { "uuid": "python-4-666", "seg": [ [ [ "利用", "装饰", "器", "函数参数", "强制执行", "类型", "检查", "利用装饰", "装饰器", "函数参数强制执行", "强制执行类型" ] ] ], "level": { "min": 0.3278959810874704, "max": 0.32792224848962437 }, "related_data": {} } } }, { "在类中定义装饰器": { "data": { "uuid": "python-4-667", "seg": [ [ [ "类", "定义", "装饰", "器", "定义装饰", "装饰器" ] ] ], "level": { "min": 0.32792224848962437, "max": 0.32794851589177826 }, "related_data": {} } } }, { "把装饰器定义成类": { "data": { "uuid": "python-4-668", "seg": [ [ [ "装饰", "器", "定义", "成类", "装饰器", "器定义", "定义成类" ] ] ], "level": { "min": 0.32794851589177826, "max": 0.3279747832939322 }, "related_data": {} } } }, { "把装饰器作用到类和静态方法上": { "data": { "uuid": "python-4-669", "seg": [ [ [ "装饰", "器", "作用", "类", "装饰器" ], [ "静态方法" ] ] ], "level": { "min": 0.3279747832939322, "max": 0.32800105069608615 }, "related_data": {} } } }, { "编写装饰器为被包装的函数添加参数": { "data": { "uuid": "python-4-670", "seg": [ [ [ "编写", "装饰", "器为", "包装", "函数", "添加", "参数", "装饰器为" ] ] ], "level": { "min": 0.32800105069608615, "max": 0.32802731809824004 }, "related_data": {} } } }, { "利用装饰器给类定义打补丁": { "data": { "uuid": "python-4-671", "seg": [ [ [ "利用", "装饰", "器", "类", "定义", "打补丁", "利用装饰", "装饰器" ] ] ], "level": { "min": 0.32802731809824004, "max": 0.328053585500394 }, "related_data": {} } } }, { "获取类属性的定义顺序": { "data": { "uuid": "python-4-672", "seg": [ [ [ "获取", "类", "属性", "定义", "顺序", "定义顺序" ] ] ], "level": { "min": 0.328053585500394, "max": 0.32807985290254793 }, "related_data": {} } } }, { "定义一个能接受可选参数的元类": { "data": { "uuid": "python-4-673", "seg": [ [ [ "定义", "接受", "参数", "元类" ] ] ], "level": { "min": 0.32807985290254793, "max": 0.3281061203047018 }, "related_data": {} } } }, { "在*args和**kwargs上强制规定一种参数签名": { "data": { "uuid": "python-4-674", "seg": [ [ [ "args" ], [ "kwargs", "强制", "参数", "签名" ] ] ], "level": { "min": 0.3281061203047018, "max": 0.32813238770685577 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_5716798_35650124@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "在类中强制规定编码约定": { "data": { "uuid": "python-4-675", "seg": [ [ [ "类", "强制", "编码", "约定", "规定编码" ] ] ], "level": { "min": 0.32813238770685577, "max": 0.3281586551090097 }, "related_data": {} } } }, { "通过编程的方式来定义类": { "data": { "uuid": "python-4-676", "seg": [ [ [ "编程", "方式", "定义", "类", "定义类" ] ] ], "level": { "min": 0.3281586551090097, "max": 0.3281849225111636 }, "related_data": {} } } }, { "在定义的时候初始化类成员": { "data": { "uuid": "python-4-677", "seg": [ [ [ "定义", "初始化", "类", "成员" ] ] ], "level": { "min": 0.3281849225111636, "max": 0.32821118991331755 }, "related_data": {} } } }, { "通过函数注解来实现方法重载": { "data": { "uuid": "python-4-678", "seg": [ [ [ "函数", "注解", "方法", "重载" ] ] ], "level": { "min": 0.32821118991331755, "max": 0.3282374573154715 }, "related_data": {} } } }, { "避免出现重复的属性方法": { "data": { "uuid": "python-4-679", "seg": [ [ [ "避免出现", "重复", "属性", "方法", "属性方法" ] ] ], "level": { "min": 0.3282374573154715, "max": 0.3282637247176254 }, "related_data": {} } } }, { "以简单的方式定义上下文管理器": { "data": { "uuid": "python-4-680", "seg": [ [ [ "方式", "定义", "上下文", "管理器", "方式定义" ] ] ], "level": { "min": 0.3282637247176254, "max": 0.32828999211977933 }, "related_data": {} } } }, { "执行带有局部副作用的代码": { "data": { "uuid": "python-4-681", "seg": [ [ [ "执行", "带有", "局部", "副作用", "局部副作用" ] ] ], "level": { "min": 0.32828999211977933, "max": 0.3283162595219333 }, "related_data": {} } } }, { "解析并分析Python源代码": { "data": { "uuid": "python-4-682", "seg": [ [ [ "解析", "分析", "python" ] ] ], "level": { "min": 0.3283162595219333, "max": 0.32834252692408716 }, "related_data": {} } } }, { "将Python源码分解为字节码": { "data": { "uuid": "python-4-683", "seg": [ [ [ "python", "分解", "字节", "码", "字节码" ] ] ], "level": { "min": 0.32834252692408716, "max": 0.3283687943262411 }, "related_data": {} } } } ], "data": { "uuid": "python-3-120", "seg": [ [ [ "编程" ] ] ], "level": { "min": 0.3276595744680851, "max": 0.3283687943262411 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7452918_53435555@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7431428_53399747@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7445151_53423698@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "数据编码与处理": { "children": [ { "读写CSV数据": { "data": { "uuid": "python-4-684", "seg": [ [ [ "读写", "csv", "数据" ] ] ], "level": { "min": 0.3283687943262411, "max": 0.32843326885880075 }, "related_data": {} } } }, { "读写JSON数据": { "data": { "uuid": "python-4-685", "seg": [ [ [ "读写", "json", "数据" ] ] ], "level": { "min": 0.32843326885880075, "max": 0.3284977433913604 }, "related_data": {} } } }, { "解析简单的XML文档": { "data": { "uuid": "python-4-686", "seg": [ [ [ "解析", "xml", "文档" ] ] ], "level": { "min": 0.3284977433913604, "max": 0.32856221792392004 }, "related_data": {} } } }, { "以增量方式解析大型XML文件": { "data": { "uuid": "python-4-687", "seg": [ [ [ "增量", "方式", "解析", "大型", "xml", "文件", "增量方式" ] ] ], "level": { "min": 0.32856221792392004, "max": 0.3286266924564797 }, "related_data": {} } } }, { "将字典转换为XML": { "data": { "uuid": "python-4-688", "seg": [ [ [ "字典", "转换", "xml", "将字典" ] ] ], "level": { "min": 0.3286266924564797, "max": 0.32869116698903933 }, "related_data": {} } } }, { "用命名空间来解析XML文档": { "data": { "uuid": "python-4-689", "seg": [ [ [ "命名", "空间", "解析", "xml", "文档", "命名空间" ] ] ], "level": { "min": 0.32869116698903933, "max": 0.3287556415215989 }, "related_data": {} } } }, { "同关系型数据库进行交互": { "data": { "uuid": "python-4-690", "seg": [ [ [ "关系", "数据库", "交互", "关系型" ] ] ], "level": { "min": 0.3287556415215989, "max": 0.32882011605415856 }, "related_data": {} } } }, { "编码和解码十六进制数字": { "data": { "uuid": "python-4-691", "seg": [ [ [ "编码" ], [ "解码", "十六进制", "数字" ] ] ], "level": { "min": 0.32882011605415856, "max": 0.3288845905867182 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_4646351_29329955@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "读写二进制结构的数组": { "data": { "uuid": "python-4-692", "seg": [ [ [ "读写", "二进制", "结构", "数组", "二进制结构" ] ] ], "level": { "min": 0.3288845905867182, "max": 0.32894906511927785 }, "related_data": {} } } }, { "读取嵌套型和大小可变的二进制结构": { "data": { "uuid": "python-4-693", "seg": [ [ [ "读取", "嵌套", "嵌套型" ], [ "大小", "可变", "二进制", "结构", "二进制结构" ] ] ], "level": { "min": 0.32894906511927785, "max": 0.3290135396518375 }, "related_data": {} } } }, { "数据汇总和统计": { "data": { "uuid": "python-4-694", "seg": [ [ [ "数据", "汇总", "数据汇总" ], [ "统计" ] ] ], "level": { "min": 0.3290135396518375, "max": 0.32907801418439714 }, "related_data": {} } } } ], "data": { "uuid": "python-3-121", "seg": [ [ [ "数据编码" ], [] ] ], "level": { "min": 0.3283687943262411, "max": 0.32907801418439714 }, "related_data": {} } } }, { "并发": { "children": [ { "启动和停止线程": { "data": { "uuid": "python-4-695", "seg": [ [ [ "启动" ], [ "停止", "线程" ] ] ], "level": { "min": 0.32907801418439714, "max": 0.329128672745694 }, "related_data": {} } } }, { "判断线程是否已经启动": { "data": { "uuid": "python-4-696", "seg": [ [ [ "判断", "线程", "启动", "已经启动" ] ] ], "level": { "min": 0.329128672745694, "max": 0.32917933130699084 }, "related_data": {} } } }, { "线程间通信": { "data": { "uuid": "python-4-697", "seg": [ [ [ "线程", "间通信", "线程间通信" ] ] ], "level": { "min": 0.32917933130699084, "max": 0.3292299898682877 }, "related_data": {} } } }, { "对临界区加锁": { "data": { "uuid": "python-4-698", "seg": [ [ [ "临界", "区", "加锁" ] ] ], "level": { "min": 0.3292299898682877, "max": 0.3292806484295846 }, "related_data": {} } } }, { "避免死锁": { "data": { "uuid": "python-4-699", "seg": [ [ [ "死锁" ] ] ], "level": { "min": 0.3292806484295846, "max": 0.3293313069908814 }, "related_data": {} } } }, { "保存线程专有状态": { "data": { "uuid": "python-4-700", "seg": [ [ [ "保存", "线程", "专有", "状态" ] ] ], "level": { "min": 0.3293313069908814, "max": 0.3293819655521783 }, "related_data": {} } } }, { "创建线程池": { "data": { "uuid": "python-4-701", "seg": [ [ [ "创建", "线程", "池", "线程池" ] ] ], "level": { "min": 0.3293819655521783, "max": 0.3294326241134752 }, "related_data": {} } } }, { "实现简单的并行编程": { "data": { "uuid": "python-4-702", "seg": [ [ [ "并行", "编程" ] ] ], "level": { "min": 0.3294326241134752, "max": 0.329483282674772 }, "related_data": {} } } }, { "如何规避GIL带来的限制": { "data": { "uuid": "python-4-703", "seg": [ [ [ "规避", "gil", "带来" ] ] ], "level": { "min": 0.329483282674772, "max": 0.3295339412360689 }, "related_data": {} } } }, { "定义一个Actor任务": { "data": { "uuid": "python-4-704", "seg": [ [ [ "定义", "actor" ] ] ], "level": { "min": 0.3295339412360689, "max": 0.3295845997973657 }, "related_data": {} } } }, { "实现发布者/订阅者消息模式": { "data": { "uuid": "python-4-705", "seg": [ [ [ "发布者", "订阅", "消息", "模式", "消息模式" ] ] ], "level": { "min": 0.3295845997973657, "max": 0.3296352583586626 }, "related_data": {} } } }, { "使用生成器作为线程的替代方案": { "data": { "uuid": "python-4-706", "seg": [ [ [ "生成器", "线程", "方案", "替代方案" ] ] ], "level": { "min": 0.3296352583586626, "max": 0.32968591691995947 }, "related_data": {} } } }, { "轮询多个线程队列": { "data": { "uuid": "python-4-707", "seg": [ [ [ "轮询", "线程", "队列", "线程队列" ] ] ], "level": { "min": 0.32968591691995947, "max": 0.3297365754812563 }, "related_data": {} } } }, { "在UNIX上加载守护进程": { "data": { "uuid": "python-4-708", "seg": [ [ [ "unix", "加载", "守护", "进程" ] ] ], "level": { "min": 0.3297365754812563, "max": 0.32978723404255317 }, "related_data": {} } } } ], "data": { "uuid": "python-3-122", "seg": [ [ [ "并发" ] ] ], "level": { "min": 0.32907801418439714, "max": 0.32978723404255317 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7407583_53357718@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "实用脚本和系统管理": { "children": [ { "通过重定向、管道或输入文件来作为脚本的输入": { "data": { "uuid": "python-4-709", "seg": [ [ [ "重定向" ], [ "管道", "输入", "文件", "脚本" ] ] ], "level": { "min": 0.32978723404255317, "max": 0.32983789260385005 }, "related_data": {} } } }, { "终止程序并显示错误信息": { "data": { "uuid": "python-4-710", "seg": [ [ [ "终止", "程序", "显示", "错误信息" ] ] ], "level": { "min": 0.32983789260385005, "max": 0.32988855116514687 }, "related_data": {} } } }, { "解析命令行选项": { "data": { "uuid": "python-4-711", "seg": [ [ [ "解析", "命令行", "选项", "命令行选项" ] ] ], "level": { "min": 0.32988855116514687, "max": 0.32993920972644375 }, "related_data": {} } } }, { "在运行时提供密码输入提示": { "data": { "uuid": "python-4-712", "seg": [ [ [ "运行", "提供", "密码", "输入", "提示" ] ] ], "level": { "min": 0.32993920972644375, "max": 0.32998986828774063 }, "related_data": {} } } }, { "获取终端大小": { "data": { "uuid": "python-4-713", "seg": [ [ [ "获取", "终端", "大小" ] ] ], "level": { "min": 0.32998986828774063, "max": 0.33004052684903745 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_706319_622160@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "执行外部命令并获取输出": { "data": { "uuid": "python-4-714", "seg": [ [ [ "执行", "外部命令", "获取", "输出" ] ] ], "level": { "min": 0.33004052684903745, "max": 0.33009118541033433 }, "related_data": {} } } }, { "创建和解包归档文件": { "data": { "uuid": "python-4-715", "seg": [ [ [ "创建", "和解", "包", "归档文件" ] ] ], "level": { "min": 0.33009118541033433, "max": 0.33014184397163115 }, "related_data": {} } } }, { "通过名称来查找文件": { "data": { "uuid": "python-4-716", "seg": [ [ [ "名称", "查找文件" ] ] ], "level": { "min": 0.33014184397163115, "max": 0.33019250253292803 }, "related_data": {} } } }, { "读取配置文件": { "data": { "uuid": "python-4-717", "seg": [ [ [ "读取", "配置文件" ] ] ], "level": { "min": 0.33019250253292803, "max": 0.3302431610942249 }, "related_data": {} } } }, { "给脚本添加日志记录": { "data": { "uuid": "python-4-718", "seg": [ [ [ "脚本", "添加", "日志", "记录", "日志记录" ] ] ], "level": { "min": 0.3302431610942249, "max": 0.33029381965552174 }, "related_data": {} } } }, { "给库添加日志记录": { "data": { "uuid": "python-4-719", "seg": [ [ [ "库", "添加", "日志", "记录", "日志记录" ] ] ], "level": { "min": 0.33029381965552174, "max": 0.3303444782168186 }, "related_data": {} } } }, { "创建一个秒表计时器": { "data": { "uuid": "python-4-720", "seg": [ [ [ "创建", "秒表", "计时器", "秒表计时器" ] ] ], "level": { "min": 0.3303444782168186, "max": 0.3303951367781155 }, "related_data": {} } } }, { "给内存和CPU使用量设定限制": { "data": { "uuid": "python-4-721", "seg": [ [ [ "内存" ], [ "cpu", "使用量", "设定" ] ] ], "level": { "min": 0.3303951367781155, "max": 0.3304457953394123 }, "related_data": {} } } }, { "加载Web浏览器": { "data": { "uuid": "python-4-722", "seg": [ [ [ "加载", "web", "浏览器" ] ] ], "level": { "min": 0.3304457953394123, "max": 0.3304964539007092 }, "related_data": {} } } } ], "data": { "uuid": "python-3-123", "seg": [ [ [ "实用", "脚本" ], [ "系统管理" ] ] ], "level": { "min": 0.32978723404255317, "max": 0.3304964539007092 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455330_53438235@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "C语言扩展": { "children": [ { "利用ctypes来访问C代码": { "data": { "uuid": "python-4-723", "seg": [ [ [ "利用", "ctypes", "访问", "c" ] ] ], "level": { "min": 0.3304964539007092, "max": 0.3305302262749071 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_703730_596385@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_703803_596364@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "编写简单的C语言扩展模块": { "data": { "uuid": "python-4-724", "seg": [ [ [ "编写", "c语言", "扩展", "模块" ] ] ], "level": { "min": 0.3305302262749071, "max": 0.330563998649105 }, "related_data": {} } } }, { "编写一个可操作数组的扩展函数": { "data": { "uuid": "python-4-725", "seg": [ [ [ "编写", "操作", "数组", "扩展", "函数" ] ] ], "level": { "min": 0.330563998649105, "max": 0.3305977710233029 }, "related_data": {} } } }, { "在C扩展模块中管理不透明指针": { "data": { "uuid": "python-4-726", "seg": [ [ [ "c", "扩展", "模块", "管理", "透明", "指针", "不透明" ] ] ], "level": { "min": 0.3305977710233029, "max": 0.33063154339750084 }, "related_data": {} } } }, { "在扩展模块中定义并导出C API": { "data": { "uuid": "python-4-727", "seg": [ [ [ "扩展", "模块", "定义", "导出", "c", "api" ] ] ], "level": { "min": 0.33063154339750084, "max": 0.3306653157716987 }, "related_data": {} } } }, { "从C中调用Python": { "data": { "uuid": "python-4-728", "seg": [ [ [ "c", "调用", "python" ] ] ], "level": { "min": 0.3306653157716987, "max": 0.33069908814589666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7457596_53441892@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "在C扩展模块中释放GIL": { "data": { "uuid": "python-4-729", "seg": [ [ [ "c", "扩展", "模块", "释放", "gil" ] ] ], "level": { "min": 0.33069908814589666, "max": 0.33073286052009454 }, "related_data": {} } } }, { "混合使用C和Python环境中的线程": { "data": { "uuid": "python-4-730", "seg": [ [ [ "混合", "c" ], [ "python", "环境", "线程" ] ] ], "level": { "min": 0.33073286052009454, "max": 0.3307666328942924 }, "related_data": {} } } }, { "用Swig来包装C代码": { "data": { "uuid": "python-4-731", "seg": [ [ [ "swig", "包装", "c" ] ] ], "level": { "min": 0.3307666328942924, "max": 0.33080040526849036 }, "related_data": {} } } }, { "用Cython来包装C代码": { "data": { "uuid": "python-4-732", "seg": [ [ [ "cython", "包装", "c" ] ] ], "level": { "min": 0.33080040526849036, "max": 0.33083417764268824 }, "related_data": {} } } }, { "用Cython来高效操作数组": { "data": { "uuid": "python-4-733", "seg": [ [ [ "cython", "高效", "操作", "数组" ] ] ], "level": { "min": 0.33083417764268824, "max": 0.3308679500168862 }, "related_data": {} } } }, { "把函数指针转换为可调用对象": { "data": { "uuid": "python-4-734", "seg": [ [ [ "函数指针", "转换", "调用", "对象" ] ] ], "level": { "min": 0.3308679500168862, "max": 0.33090172239108406 }, "related_data": {} } } }, { "把以NULL结尾的字符串传给C库": { "data": { "uuid": "python-4-735", "seg": [ [ [ "null", "结尾", "字符串", "传给", "c", "库" ] ] ], "level": { "min": 0.33090172239108406, "max": 0.330935494765282 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7024510@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7474827@list@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "把Unicode字符串传递给C库": { "data": { "uuid": "python-4-736", "seg": [ [ [ "unicode", "字符串", "传递", "c", "库" ] ] ], "level": { "min": 0.330935494765282, "max": 0.3309692671394799 }, "related_data": {} } } }, { "把C字符串转换到Python中": { "data": { "uuid": "python-4-737", "seg": [ [ [ "c", "字符串", "转换", "python" ] ] ], "level": { "min": 0.3309692671394799, "max": 0.33100303951367777 }, "related_data": {} } } }, { "同编码方式不确定的C字符串打交道": { "data": { "uuid": "python-4-738", "seg": [ [ [ "编码方式", "c", "字符串", "打交道", "不确定" ] ] ], "level": { "min": 0.33100303951367777, "max": 0.3310368118878757 }, "related_data": {} } } }, { "把文件名传给C扩展模块": { "data": { "uuid": "python-4-739", "seg": [ [ [ "文件名", "传给", "c", "扩展", "模块" ] ] ], "level": { "min": 0.3310368118878757, "max": 0.3310705842620736 }, "related_data": {} } } }, { "把打开的文件传给C扩展模块": { "data": { "uuid": "python-4-740", "seg": [ [ [ "打开", "文件", "传给", "c", "扩展", "模块" ] ] ], "level": { "min": 0.3310705842620736, "max": 0.3311043566362715 }, "related_data": {} } } }, { "在C中读取文件型对象": { "data": { "uuid": "python-4-741", "seg": [ [ [ "c", "读取", "文件", "对象", "文件型" ] ] ], "level": { "min": 0.3311043566362715, "max": 0.3311381290104694 }, "related_data": {} } } }, { "从C中访问可迭代对象": { "data": { "uuid": "python-4-742", "seg": [ [ [ "c", "访问", "迭代", "对象" ] ] ], "level": { "min": 0.3311381290104694, "max": 0.33117190138466734 }, "related_data": {} } } }, { "排查段错误": { "data": { "uuid": "python-4-743", "seg": [ [ [ "排查", "段" ] ] ], "level": { "min": 0.33117190138466734, "max": 0.3312056737588652 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_914070_1049205@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769399_830157@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_716608_709448@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_913964_1049067@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1067977_1268804@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_717177_710352@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_779859_848376@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7396996_53341380@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448546_53428711@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-3-124", "seg": [ [ [ "c语言", "扩展" ] ] ], "level": { "min": 0.3304964539007092, "max": 0.3312056737588652 }, "related_data": {} } } }, { "初识Python": { "children": [ { "搭建Python开发环境": { "children": [ { "开发环境概述": { "data": { "uuid": "python-5-397", "seg": [ [ [ "开发", "环境", "概述" ] ] ], "level": { "min": 0.3312056737588652, "max": 0.3313829787234042 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_683466_539666@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433297_53403715@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7424164_53385317@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_733380_768557@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7454053_53436721@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_751097_805477@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "47680745@jython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "46347025@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51996225@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7181559@jython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86480404@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "运行已经编写好的.py文件": { "data": { "uuid": "python-5-398", "seg": [ [ [ "运行", "编写", "py", "文件", "已经编写" ] ] ], "level": { "min": 0.3313829787234042, "max": 0.3315602836879432 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_6211104_43273850@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1096144_1308139@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_757177_812493@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456476_53440264@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_917588_1052607@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "85237190@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-744", "seg": [ [ [ "搭建", "python", "开发", "环境" ] ] ], "level": { "min": 0.3312056737588652, "max": 0.3315602836879432 }, "related_data": {} } } }, { "Python开发工具": { "children": [ { "使用自带的IDLE": { "data": { "uuid": "python-5-399", "seg": [ [ [ "自带", "idle" ] ] ], "level": { "min": 0.3315602836879432, "max": 0.33191489361702126 }, "related_data": {} } } } ], "data": { "uuid": "python-4-745", "seg": [ [ [ "python", "开发工具" ] ] ], "level": { "min": 0.3315602836879432, "max": 0.33191489361702126 }, "related_data": {} } } } ], "data": { "uuid": "python-3-125", "seg": [ [ [ "初识", "python" ] ] ], "level": { "min": 0.3312056737588652, "max": 0.33191489361702126 }, "related_data": {} } } }, { "Python语言基础": { "children": [ { "Python语法特点": { "children": [ { "注释规则": { "data": { "uuid": "python-5-400", "seg": [ [ [ "注释", "规则" ] ] ], "level": { "min": 0.33191489361702126, "max": 0.3321513002364066 }, "related_data": {} } } } ], "data": { "uuid": "python-4-746", "seg": [ [ [ "python", "语法", "语法特点" ] ] ], "level": { "min": 0.33191489361702126, "max": 0.3321513002364066 }, "related_data": {} } } }, { "Python中的变量": { "children": [ { "理解Python中的变量": { "data": { "uuid": "python-5-401", "seg": [ [ [ "理解", "python", "变量" ] ] ], "level": { "min": 0.3321513002364066, "max": 0.3322695035460993 }, "related_data": {} } } }, { "定义变量": { "data": { "uuid": "python-5-402", "seg": [ [ [ "定义", "变量" ] ] ], "level": { "min": 0.3322695035460993, "max": 0.33238770685579194 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_682943_538274@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7397620_53342796@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-747", "seg": [ [ [ "python", "变量" ] ] ], "level": { "min": 0.3321513002364066, "max": 0.33238770685579194 }, "related_data": {} } } }, { "基本数据类型": { "children": [ { "布尔类型": { "data": { "uuid": "python-5-403", "seg": [ [ [ "布尔", "类型", "布尔类型" ] ] ], "level": { "min": 0.33238770685579194, "max": 0.3325059101654846 }, "related_data": {} } } }, { "数据类型转换": { "data": { "uuid": "python-5-404", "seg": [ [ [ "数据", "类型转换" ] ] ], "level": { "min": 0.3325059101654846, "max": 0.3326241134751773 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7445655_53424326@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_661374_476391@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-748", "seg": [ [ [ "数据类型", "基本数据类型" ] ] ], "level": { "min": 0.33238770685579194, "max": 0.3326241134751773 }, "related_data": {} } } } ], "data": { "uuid": "python-3-126", "seg": [ [ [ "python", "语言", "基础", "语言基础" ] ] ], "level": { "min": 0.33191489361702126, "max": 0.3326241134751773 }, "related_data": {} } } }, { "流程控制语句": { "children": [ { "程序结构": { "data": { "uuid": "python-4-749", "seg": [ [ [ "程序结构" ] ] ], "level": { "min": 0.3326241134751773, "max": 0.33286052009456263 }, "related_data": {} } } }, { "选择语句": { "children": [ { "if…else语句": { "data": { "uuid": "python-5-405", "seg": [ [ [ "if", "…", "else", "语句" ] ] ], "level": { "min": 0.33286052009456263, "max": 0.3329393223010244 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451994_53433823@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_770893_833006@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_693877_572457@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "if…elif…else语句": { "data": { "uuid": "python-5-406", "seg": [ [ [ "if", "…", "elif", "else", "语句" ] ] ], "level": { "min": 0.3329393223010244, "max": 0.3330181245074862 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_771620_834263@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "if语句的嵌套": { "data": { "uuid": "python-5-407", "seg": [ [ [ "if语句", "嵌套" ] ] ], "level": { "min": 0.3330181245074862, "max": 0.33309692671394797 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_181397_66488@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460045_53445074@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-750", "seg": [ [ [ "选择", "语句" ] ] ], "level": { "min": 0.33286052009456263, "max": 0.33309692671394797 }, "related_data": {} } } }, { "循环语句": { "children": [ { "循环嵌套": { "data": { "uuid": "python-5-408", "seg": [ [ [ "循环", "嵌套" ] ] ], "level": { "min": 0.33309692671394797, "max": 0.3333333333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7434848_53405315@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7457734_53442334@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7458667_53443451@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1013309_1203252@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_751535_805161@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7401312_53349144@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7416547_53370780@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1097930_1312169@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_918915_1053902@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_714146_705871@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-751", "seg": [ [ [ "循环", "语句" ] ] ], "level": { "min": 0.33309692671394797, "max": 0.3333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-127", "seg": [ [ [ "流程", "控制", "语句" ] ] ], "level": { "min": 0.3326241134751773, "max": 0.3333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-2-4", "seg": [ [ [] ] ], "level": { "min": 0.26666666666666666, "max": 0.3333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-1-0", "seg": [ [ [ "python", "初阶" ] ] ], "level": { "min": 0.0, "max": 0.3333333333333333 }, "related_data": {} } } }, { "Python中阶": { "children": [ { "基本技能": { "children": [ { "时间日期处理": { "children": [ { "time": { "data": { "uuid": "python-4-752", "seg": [ [ [ "time" ] ] ], "level": { "min": 0.3333333333333333, "max": 0.3375 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7438823_53412282@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "datetime": { "data": { "uuid": "python-4-753", "seg": [ [ [ "datetime" ] ] ], "level": { "min": 0.3375, "max": 0.3416666666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7419987_53377928@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-128", "seg": [ [ [ "时间", "日期" ] ] ], "level": { "min": 0.3333333333333333, "max": 0.3416666666666667 }, "related_data": {} } } }, { "数据文件读写": { "children": [ { "excel/csv/hdf/netCDF": { "data": { "uuid": "python-4-754", "seg": [ [ [ "excel", "csv", "hdf", "netcdf" ] ] ], "level": { "min": 0.3416666666666667, "max": 0.35 }, "related_data": {} } } } ], "data": { "uuid": "python-3-129", "seg": [ [ [ "数据文件", "读写" ] ] ], "level": { "min": 0.3416666666666667, "max": 0.35 }, "related_data": {} } } }, { "数据库操作": { "children": [ { "数据库概述": { "data": { "uuid": "python-4-755", "seg": [ [ [ "数据库", "概述" ] ] ], "level": { "min": 0.35, "max": 0.35119047619047616 }, "related_data": {} } } }, { "数据库安装配置": { "data": { "uuid": "python-4-756", "seg": [ [ [ "数据库", "安装", "配置" ] ] ], "level": { "min": 0.35119047619047616, "max": 0.35238095238095235 }, "related_data": {} } } }, { "SQL语句": { "data": { "uuid": "python-4-757", "seg": [ [ [ "sql", "语句" ] ] ], "level": { "min": 0.35238095238095235, "max": 0.35357142857142854 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_202457_129310@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_766219_53394413@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450653_53431898@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_765322_824301@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "SQLite": { "children": [ { "创建数据库文件": { "data": { "uuid": "python-5-409", "seg": [ [ [ "创建", "数据库", "文件", "数据库文件" ] ] ], "level": { "min": 0.35357142857142854, "max": 0.35416666666666663 }, "related_data": {} } } }, { "操作SQLite": { "data": { "uuid": "python-5-410", "seg": [ [ [ "操作", "sqlite" ] ] ], "level": { "min": 0.35416666666666663, "max": 0.3547619047619047 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_767624_827495@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7453597_53436289@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "5919013@list@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113917554@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103567881@tkinter@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6715983@list@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117854794@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113930144@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7313507@list@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109792573@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106891920@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112255992@scipy@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-758", "seg": [ [ [ "sqlite" ] ] ], "level": { "min": 0.35357142857142854, "max": 0.3547619047619047 }, "related_data": {} } } }, { "MySQL": { "children": [ { "下载安装MySQL": { "data": { "uuid": "python-5-411", "seg": [ [ [ "下载安装", "mysql" ] ] ], "level": { "min": 0.3547619047619047, "max": 0.35505952380952377 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_248606_243573@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7443511_53420662@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_203882_132101@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_673965_503011@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_750839_804585@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7449445_53429512@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1082101_1287947@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_755906_811173@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_735973_762603@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_755251_810650@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_770817_832872@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_656940_469213@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_720039_714325@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7439768_53414503@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7398124_53344045@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_718549_712511@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "53611835@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8917378@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "49837581@tornado@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103978909@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78087174@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "75807775@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72852318@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8918045@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "40377679@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107492236@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "39398929@tornado@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8040708@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1881826@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115249909@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113653789@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85269573@tkinter@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81533544@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "96481071@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53870588@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116379161@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8930157@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117967062@django@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52253488@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111240906@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83547009@tornado@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109273729@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109252601@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115873489@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "25240431@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "69384808@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108988872@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116353032@python@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116357910@python@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8014376@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108970291@django@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115469112@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116353032@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103898208@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "99670882@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109591718@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5731880@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84981441@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "25324303@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109685631@python@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109189257@django@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109079869@django@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "连接数据库": { "data": { "uuid": "python-5-412", "seg": [ [ [ "连接", "数据库" ] ] ], "level": { "min": 0.35505952380952377, "max": 0.3553571428571428 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7396833_53341054@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_338389_336196@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "创建数据表": { "data": { "uuid": "python-5-413", "seg": [ [ [ "创建", "数据表" ] ] ], "level": { "min": 0.3553571428571428, "max": 0.35565476190476186 }, "related_data": {} } } }, { "操作MySQL数据表": { "data": { "uuid": "python-5-414", "seg": [ [ [ "操作", "mysql", "数据表" ] ] ], "level": { "min": 0.35565476190476186, "max": 0.3559523809523809 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_770513_832342@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "51097771@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78506241@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "72824106@pip@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88894428@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109392318@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117673564@tornado@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82316514@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117793663@tornado@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117608607@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117586475@tornado@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-759", "seg": [ [ [ "mysql" ] ] ], "level": { "min": 0.3547619047619047, "max": 0.3559523809523809 }, "related_data": {} } } }, { "MongoDB": { "data": { "uuid": "python-4-760", "seg": [ [ [ "mongodb" ] ] ], "level": { "min": 0.3559523809523809, "max": 0.3571428571428571 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_190252_90602@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_190108_90598@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "数据库编程接口": { "children": [ { "连接对象": { "data": { "uuid": "python-5-415", "seg": [ [ [ "连接", "对象" ] ] ], "level": { "min": 0.3571428571428571, "max": 0.3577380952380952 }, "related_data": {} } } }, { "游标对象": { "data": { "uuid": "python-5-416", "seg": [ [ [ "游标", "对象", "游标对象" ] ] ], "level": { "min": 0.3577380952380952, "max": 0.3583333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-761", "seg": [ [ [ "数据库", "编程", "接口", "数据库编程" ] ] ], "level": { "min": 0.3571428571428571, "max": 0.3583333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-130", "seg": [ [ [ "数据库", "操作" ] ] ], "level": { "min": 0.35, "max": 0.3583333333333333 }, "related_data": {} } } }, { "操作系统和环境": { "children": [ { "OS/Sys": { "data": { "uuid": "python-4-762", "seg": [ [ [ "os", "sys" ] ] ], "level": { "min": 0.3583333333333333, "max": 0.36666666666666664 }, "related_data": {} } } } ], "data": { "uuid": "python-3-131", "seg": [ [ [ "操作系统" ], [ "环境" ] ] ], "level": { "min": 0.3583333333333333, "max": 0.36666666666666664 }, "related_data": {} } } }, { "线程进程和协程": { "children": [ { "基础概念": { "data": { "uuid": "python-4-763", "seg": [ [ [ "基础", "概念", "基础概念" ] ] ], "level": { "min": 0.36666666666666664, "max": 0.3680555555555555 }, "related_data": {} } } }, { "加锁和解锁": { "data": { "uuid": "python-4-764", "seg": [ [ [ "加锁" ], [ "解锁" ] ] ], "level": { "min": 0.3680555555555555, "max": 0.3694444444444444 }, "related_data": {} } } }, { "threading": { "data": { "uuid": "python-4-765", "seg": [ [ [ "threading" ] ] ], "level": { "min": 0.3694444444444444, "max": 0.37083333333333335 }, "related_data": {} } } }, { "multiprocessing": { "data": { "uuid": "python-4-766", "seg": [ [ [ "multiprocessing" ] ] ], "level": { "min": 0.37083333333333335, "max": 0.37222222222222223 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7413831_53366115@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "queue": { "data": { "uuid": "python-4-767", "seg": [ [ [ "queue" ] ] ], "level": { "min": 0.37222222222222223, "max": 0.3736111111111111 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7426599_53390226@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "gevent": { "data": { "uuid": "python-4-768", "seg": [ [ [ "gevent" ] ] ], "level": { "min": 0.3736111111111111, "max": 0.375 }, "related_data": {} } } } ], "data": { "uuid": "python-3-132", "seg": [ [ [ "线程", "进程", "线程进程" ], [ "协程" ] ] ], "level": { "min": 0.36666666666666664, "max": 0.375 }, "related_data": {} } } }, { "源码打包": { "children": [ { "pyinstaller": { "data": { "uuid": "python-4-769", "seg": [ [ [ "pyinstaller" ] ] ], "level": { "min": 0.375, "max": 0.3833333333333333 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "101027953@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80257495@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80421898@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109147649@pyqt@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90768972@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88993910@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-133", "seg": [ [ [ "打包" ] ] ], "level": { "min": 0.375, "max": 0.3833333333333333 }, "related_data": {} } } }, { "网络编程": { "children": [ { "socket": { "data": { "uuid": "python-4-770", "seg": [ [ [ "socket" ] ] ], "level": { "min": 0.3833333333333333, "max": 0.38379629629629625 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_884559_1024135@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433136_53402934@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_229057_196149@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097488_1311022@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_235920_215419@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_240274_225341@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_251314_251444@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "与HTTP服务交互": { "data": { "uuid": "python-4-771", "seg": [ [ [], [ "http", "服务", "交互" ] ] ], "level": { "min": 0.38379629629629625, "max": 0.38425925925925924 }, "related_data": {} } } }, { "创建服务器": { "children": [ { "TCP服务器": { "data": { "uuid": "python-5-417", "seg": [ [ [ "tcp", "服务器" ] ] ], "level": { "min": 0.38425925925925924, "max": 0.38449074074074074 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428190_53393633@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_679177_525511@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_814465_924131@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_736269_763350@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_695488_578213@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_685828_546566@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7395566_53338143@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "UDP服务器": { "data": { "uuid": "python-5-418", "seg": [ [ [ "udp", "服务器" ] ] ], "level": { "min": 0.38449074074074074, "max": 0.3847222222222222 }, "related_data": {} } } } ], "data": { "uuid": "python-4-772", "seg": [ [ [ "创建", "服务器" ] ] ], "level": { "min": 0.38425925925925924, "max": 0.3847222222222222 }, "related_data": {} } } }, { "通过CIDR地址生成对应的IP地址集": { "data": { "uuid": "python-4-773", "seg": [ [ [ "cidr", "地址", "生成", "ip地址", "集", "IP地址集" ] ] ], "level": { "min": 0.3847222222222222, "max": 0.38518518518518513 }, "related_data": {} } } }, { "REST接口创建": { "data": { "uuid": "python-4-774", "seg": [ [ [ "rest", "接口", "创建" ] ] ], "level": { "min": 0.38518518518518513, "max": 0.38564814814814813 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "5824068@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "远程调用": { "children": [ { "远程方法调用": { "data": { "uuid": "python-5-419", "seg": [ [ [ "远程", "方法", "调用", "远程方法" ] ] ], "level": { "min": 0.38564814814814813, "max": 0.38587962962962963 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_192642_96267@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_735183_760262@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7395302_53338139@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7416619_53370943@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7407910_53358089@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1050869_1247999@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7418875_53376335@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_690923_562303@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_378525_409855@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7415495_53369003@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_74717_24967@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_694006_573632@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_651541_458865@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "34108751@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50915556@jython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "通过XML-RPC远程调用": { "data": { "uuid": "python-5-420", "seg": [ [ [ "xml", "rpc", "远程", "调用" ] ] ], "level": { "min": 0.38587962962962963, "max": 0.38611111111111107 }, "related_data": {} } } } ], "data": { "uuid": "python-4-775", "seg": [ [ [ "远程", "调用" ] ] ], "level": { "min": 0.38564814814814813, "max": 0.38611111111111107 }, "related_data": {} } } }, { "不同Python解释器之间的交互": { "data": { "uuid": "python-4-776", "seg": [ [ [ "python", "解释器", "交互" ] ] ], "level": { "min": 0.38611111111111107, "max": 0.386574074074074 }, "related_data": {} } } }, { "客户端认证": { "data": { "uuid": "python-4-777", "seg": [ [ [ "客户端", "认证" ] ] ], "level": { "min": 0.386574074074074, "max": 0.387037037037037 }, "related_data": {} } } }, { "Socket文件描述符传递": { "data": { "uuid": "python-4-778", "seg": [ [ [ "socket", "文件", "描述符", "传递", "文件描述符" ] ] ], "level": { "min": 0.387037037037037, "max": 0.38749999999999996 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "6962440@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "事件驱动的I/O": { "data": { "uuid": "python-4-779", "seg": [ [ [ "事件驱动", "i", "o" ] ] ], "level": { "min": 0.38749999999999996, "max": 0.3879629629629629 }, "related_data": {} } } }, { "大型数组发送与接收": { "data": { "uuid": "python-4-780", "seg": [ [ [ "大型", "数组", "发送" ], [ "接收" ] ] ], "level": { "min": 0.3879629629629629, "max": 0.3884259259259259 }, "related_data": {} } } }, { "简介": { "children": [ { "客户端/服务端架构": { "data": { "uuid": "python-5-421", "seg": [ [ [ "客户端", "服务端", "架构", "服务端架构" ] ] ], "level": { "min": 0.3884259259259259, "max": 0.3885185185185185 }, "related_data": {} } } }, { "持久化存储": { "data": { "uuid": "python-5-422", "seg": [ [ [ "持久", "化", "存储" ] ] ], "level": { "min": 0.3885185185185185, "max": 0.3886111111111111 }, "related_data": {} } } }, { "数据库基本操作和SQL": { "data": { "uuid": "python-5-423", "seg": [ [ [ "数据库", "基本操作", "数据库基本操作" ], [ "sql" ] ] ], "level": { "min": 0.3886111111111111, "max": 0.38870370370370366 }, "related_data": {} } } }, { "Web应用:客户端/服务器计算": { "data": { "uuid": "python-5-424", "seg": [ [ [ "web" ] ], [ [ "客户端", "服务器", "计算" ] ] ], "level": { "min": 0.38870370370370366, "max": 0.38879629629629625 }, "related_data": {} } } }, { "因特网": { "data": { "uuid": "python-5-425", "seg": [ [ [ "因特网" ] ] ], "level": { "min": 0.38879629629629625, "max": 0.38888888888888884 }, "related_data": {} } } } ], "data": { "uuid": "python-4-781", "seg": [ [ [ "简介" ] ] ], "level": { "min": 0.3884259259259259, "max": 0.38888888888888884 }, "related_data": {} } } }, { "客户端/服务器架构": { "children": [ { "硬件客户端/服务器架构": { "data": { "uuid": "python-5-426", "seg": [ [ [ "硬件", "客户端", "服务器", "架构", "硬件客户端", "服务器架构" ] ] ], "level": { "min": 0.38888888888888884, "max": 0.38900462962962956 }, "related_data": {} } } }, { "软件客户端/服务器架构": { "data": { "uuid": "python-5-427", "seg": [ [ [ "软件", "客户端", "服务器", "架构", "软件客户端", "服务器架构" ] ] ], "level": { "min": 0.38900462962962956, "max": 0.3891203703703703 }, "related_data": {} } } }, { "银行出纳员作为服务器吗": { "data": { "uuid": "python-5-428", "seg": [ [ [ "银行", "出纳员", "服务器", "银行出纳员" ] ] ], "level": { "min": 0.3891203703703703, "max": 0.38923611111111106 }, "related_data": {} } } }, { "客户端/服务器网络编程": { "data": { "uuid": "python-5-429", "seg": [ [ [ "客户端", "服务器", "网络", "编程", "服务器网络", "网络编程" ] ] ], "level": { "min": 0.38923611111111106, "max": 0.3893518518518518 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "45045735@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-782", "seg": [ [ [ "客户端", "服务器", "架构", "服务器架构" ] ] ], "level": { "min": 0.38888888888888884, "max": 0.3893518518518518 }, "related_data": {} } } }, { "套接字:通信端点": { "children": [ { "套接字": { "data": { "uuid": "python-5-430", "seg": [ [ [ "套", "接字" ] ] ], "level": { "min": 0.3893518518518518, "max": 0.3895061728395061 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7458257_53442924@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "套接字地址:主机-端口对": { "data": { "uuid": "python-5-431", "seg": [ [ [ "套", "接字", "地址" ] ], [ [ "主机", "端口" ] ] ], "level": { "min": 0.3895061728395061, "max": 0.38966049382716045 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_649065_454990@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "面向连接的套接字与无连接的套接字": { "data": { "uuid": "python-5-432", "seg": [ [ [ "面向", "连接", "套", "接字" ], [ "连接", "套", "接字" ] ] ], "level": { "min": 0.38966049382716045, "max": 0.3898148148148148 }, "related_data": {} } } } ], "data": { "uuid": "python-4-783", "seg": [ [ [ "套", "接字" ] ], [ [ "通信", "端点" ] ] ], "level": { "min": 0.3893518518518518, "max": 0.3898148148148148 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7429472_53396351@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Python中的网络编程": { "children": [ { "socket模块函数": { "data": { "uuid": "python-5-433", "seg": [ [ [ "socket", "模块", "函数", "模块函数" ] ] ], "level": { "min": 0.3898148148148148, "max": 0.3898662551440329 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "106872717@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7516589@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8087353@descriptor@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6826286@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8097143@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "套接字对象(内置)方法": { "data": { "uuid": "python-5-434", "seg": [ [ [ "套", "接字", "对象", "内置", "方法" ] ] ], "level": { "min": 0.3898662551440329, "max": 0.389917695473251 }, "related_data": {} } } }, { "创建TCP服务器": { "data": { "uuid": "python-5-435", "seg": [ [ [ "创建", "tcp", "服务器" ] ] ], "level": { "min": 0.389917695473251, "max": 0.3899691358024691 }, "related_data": {} } } }, { "创建TCP客户端": { "data": { "uuid": "python-5-436", "seg": [ [ [ "创建", "tcp", "客户端" ] ] ], "level": { "min": 0.3899691358024691, "max": 0.3900205761316872 }, "related_data": {} } } }, { "执行TCP服务器和客户端": { "data": { "uuid": "python-5-437", "seg": [ [ [ "执行", "tcp", "服务器" ], [ "客户端" ] ] ], "level": { "min": 0.3900205761316872, "max": 0.3900720164609053 }, "related_data": {} } } }, { "创建UDP服务器": { "data": { "uuid": "python-5-438", "seg": [ [ [ "创建", "udp", "服务器" ] ] ], "level": { "min": 0.3900720164609053, "max": 0.3901234567901234 }, "related_data": {} } } }, { "创建UDP客户端": { "data": { "uuid": "python-5-439", "seg": [ [ [ "创建", "udp", "客户端" ] ] ], "level": { "min": 0.3901234567901234, "max": 0.3901748971193415 }, "related_data": {} } } }, { "执行UDP服务器和客户端": { "data": { "uuid": "python-5-440", "seg": [ [ [ "执行", "udp", "服务器" ], [ "客户端" ] ] ], "level": { "min": 0.3901748971193415, "max": 0.3902263374485596 }, "related_data": {} } } }, { "socket模块属性": { "data": { "uuid": "python-5-441", "seg": [ [ [ "socket", "模块", "属性", "模块属性" ] ] ], "level": { "min": 0.3902263374485596, "max": 0.3902777777777777 }, "related_data": {} } } } ], "data": { "uuid": "python-4-784", "seg": [ [ [ "python", "网络", "编程", "网络编程" ] ] ], "level": { "min": 0.3898148148148148, "max": 0.3902777777777777 }, "related_data": {} } } }, { "*SocketServer模块": { "children": [ { "创建SocketServer TCP服务器": { "data": { "uuid": "python-5-442", "seg": [ [ [ "创建", "socketserver", "tcp", "服务器" ] ] ], "level": { "min": 0.3902777777777777, "max": 0.39050925925925917 }, "related_data": {} } } }, { "创建SocketServer TCP客户端": { "data": { "uuid": "python-5-443", "seg": [ [ [ "创建", "socketserver", "tcp", "客户端" ] ] ], "level": { "min": 0.39050925925925917, "max": 0.39074074074074067 }, "related_data": {} } } } ], "data": { "uuid": "python-4-785", "seg": [ [ [ "socketserver", "模块" ] ] ], "level": { "min": 0.3902777777777777, "max": 0.39074074074074067 }, "related_data": {} } } }, { "*Twisted框架介绍": { "children": [ { "创建Twisted Reactor TCP服务器": { "data": { "uuid": "python-5-444", "seg": [ [ [ "创建", "twisted", "reactor", "tcp", "服务器" ] ] ], "level": { "min": 0.39074074074074067, "max": 0.39097222222222217 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "5848547@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "创建Twisted Reactor TCP客户端": { "data": { "uuid": "python-5-445", "seg": [ [ [ "创建", "twisted", "reactor", "tcp", "客户端" ] ] ], "level": { "min": 0.39097222222222217, "max": 0.39120370370370366 }, "related_data": {} } } } ], "data": { "uuid": "python-4-786", "seg": [ [ [ "twisted", "框架", "介绍" ] ] ], "level": { "min": 0.39074074074074067, "max": 0.39120370370370366 }, "related_data": {} } } }, { "相关模块": { "children": [ { "其他因特网客户端协议": { "data": { "uuid": "python-5-446", "seg": [ [ [ "因特网", "客户端", "协议", "因特网客户端", "客户端协议" ] ] ], "level": { "min": 0.39120370370370366, "max": 0.3916666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-787", "seg": [ [ [ "相关", "模块" ] ] ], "level": { "min": 0.39120370370370366, "max": 0.3916666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-3-134", "seg": [ [ [ "网络", "编程", "网络编程" ] ] ], "level": { "min": 0.3833333333333333, "max": 0.3916666666666666 }, "related_data": {} } } }, { "发送邮件": { "children": [ { "smtplib": { "data": { "uuid": "python-4-788", "seg": [ [ [ "smtplib" ] ] ], "level": { "min": 0.3916666666666666, "max": 0.39999999999999997 }, "related_data": {} } } } ], "data": { "uuid": "python-3-135", "seg": [ [ [ "发送", "邮件" ] ] ], "level": { "min": 0.3916666666666666, "max": 0.39999999999999997 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7460328_53445433@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-2-5", "seg": [ [ [ "基本技能" ] ] ], "level": { "min": 0.3333333333333333, "max": 0.39999999999999997 }, "related_data": {} } } }, { "Web应用开发": { "children": [ { "Web开发基础知识": { "children": [ { "HTML/HTML5/CSS": { "data": { "uuid": "python-4-789", "seg": [ [ [ "html", "html5", "css" ] ] ], "level": { "min": 0.39999999999999997, "max": 0.4016666666666666 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "81907021@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110102826@python@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "前端数据库和后台": { "data": { "uuid": "python-4-790", "seg": [ [ [ "前端", "数据库" ], [ "后台" ] ] ], "level": { "min": 0.4016666666666666, "max": 0.4033333333333333 }, "related_data": {} } } }, { "MVC架构": { "data": { "uuid": "python-4-791", "seg": [ [ [ "mvc", "架构" ] ] ], "level": { "min": 0.4033333333333333, "max": 0.40499999999999997 }, "related_data": {} } } }, { "REST和Ajax": { "data": { "uuid": "python-4-792", "seg": [ [ [ "rest" ], [ "ajax" ] ] ], "level": { "min": 0.40499999999999997, "max": 0.4066666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-3-136", "seg": [ [ [ "web", "开发", "基础知识" ] ] ], "level": { "min": 0.39999999999999997, "max": 0.4066666666666666 }, "related_data": {} } } }, { "Django": { "children": [ { "Django简介": { "data": { "uuid": "python-4-793", "seg": [ [ [ "django", "简介" ] ] ], "level": { "min": 0.4066666666666666, "max": 0.4069565217391304 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7437466_53410367@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1083861_1306291@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_688370_554707@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_748725_800795@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_651682_459116@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_381980_416173@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_762450_820720@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_952670_1104320@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "95473776@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109232217@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54427902@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109145903@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52213983@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102649947@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "49383617@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82556125@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77198758@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "114323642@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116531545@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78782570@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78192402@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "75042833@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115736805@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81541376@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "96485300@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77160040@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50725965@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108418722@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54983404@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77145574@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77053512@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78259920@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78944191@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53857826@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80979905@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106627093@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100592681@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84574576@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "60327344@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109043581@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81978284@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54377799@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52558480@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86529972@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "73772216@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79152425@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53415551@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78323346@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "66475879@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "2028545@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77322657@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52558480@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79699200@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77187876@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "28870193@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79517803@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "73239972@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83513988@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84057241@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "73718041@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "47029477@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "20961959@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "20961083@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78927121@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84792113@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1472179@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81167537@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103088426@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7374934@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "24264807@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7235091@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "23739195@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "75099196@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79254716@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104684355@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "107244802@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "24265157@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108403171@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115580004@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112846670@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78745259@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82795998@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "23739659@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "30516515@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84306953@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82902294@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84567365@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78995447@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78910532@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "13830825@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78977753@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79462885@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115580004@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89045910@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7234816@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79132231@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103222616@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107875541@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "110500584@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79557803@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115204870@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "76038248@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53242126@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77519660@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83346714@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78708538@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88878072@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80613316@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100330320@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81033686@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52456136@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "99640009@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91966031@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109697047@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7526689@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80753051@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116542535@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110449782@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85328545@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116245154@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113736453@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8453716@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115531139@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90035639@django@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Django安装配置": { "data": { "uuid": "python-4-794", "seg": [ [ [ "django", "安装", "配置" ] ] ], "level": { "min": 0.4069565217391304, "max": 0.40724637681159415 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "49927929@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82664604@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52155761@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103923760@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100597043@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82962016@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103923760@django@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78384193@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88536387@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6063173@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "24263079@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "24262493@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102007233@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88606246@django@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "DTL(Django Template Language)": { "data": { "uuid": "python-4-795", "seg": [ [ [ "dtl", "django", "template", "language" ] ] ], "level": { "min": 0.40724637681159415, "max": 0.4075362318840579 }, "related_data": {} } } }, { "Django路由定义": { "data": { "uuid": "python-4-796", "seg": [ [ [ "django", "路由", "定义", "路由定义" ] ] ], "level": { "min": 0.4075362318840579, "max": 0.4078260869565217 }, "related_data": {} } } }, { "Django请求数据解析": { "data": { "uuid": "python-4-797", "seg": [ [ [ "django", "数据", "解析" ] ] ], "level": { "min": 0.4078260869565217, "max": 0.4081159420289855 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_766403_827014@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "84071006@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116887386@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115284224@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104562574@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104562574@django@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Django数据库操作": { "data": { "uuid": "python-4-798", "seg": [ [ [ "django", "数据库", "操作" ] ] ], "level": { "min": 0.4081159420289855, "max": 0.40840579710144925 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1085674_1292469@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "45727309@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "69758612@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "49559863@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78896545@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "42919739@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7217662@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109342524@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117441795@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84990607@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118069301@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "68951413@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "23739555@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51065052@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80609980@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115186744@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6423683@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7945094@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116503535@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "17141103@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116431188@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116311095@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83818576@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81626963@django@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "Django提交表单": { "data": { "uuid": "python-4-799", "seg": [ [ [ "django", "提交", "表单" ] ] ], "level": { "min": 0.40840579710144925, "max": 0.408695652173913 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_184491_74159@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Django Rest Framework": { "data": { "uuid": "python-4-800", "seg": [ [ [ "django", "rest", "framework" ] ] ], "level": { "min": 0.408695652173913, "max": 0.4089855072463768 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "79131289@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79156113@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109554843@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117638594@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109975003@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50042579@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79130397@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112793235@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51077433@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108138591@django@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "部署日志与安全": { "data": { "uuid": "python-4-801", "seg": [ [ [ "部署", "日志", "部署日志" ], [] ] ], "level": { "min": 0.4089855072463768, "max": 0.40927536231884054 }, "related_data": {} } } }, { "Django开发案例": { "data": { "uuid": "python-4-802", "seg": [ [ [ "django", "开发", "案例" ] ] ], "level": { "min": 0.40927536231884054, "max": 0.4095652173913043 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_657376_469898@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "87949463@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52167599@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81512807@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109130525@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80451318@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100690975@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79229970@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "76503980@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "40142677@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78310425@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77253344@django@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79231952@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107836914@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79233637@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107836914@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7963267@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77249138@django@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "Web框架": { "data": { "uuid": "python-4-803", "seg": [ [ [ "web", "框架" ] ] ], "level": { "min": 0.4095652173913043, "max": 0.40985507246376807 }, "related_data": {} } } }, { "“Hello World”应用(一个博客)": { "data": { "uuid": "python-4-804", "seg": [ [ [ "hello", "world", "博客" ] ] ], "level": { "min": 0.40985507246376807, "max": 0.4101449275362319 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7460089_53445205@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7436137_53407413@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7461790_53447039@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "创建模型来添加数据库服务": { "children": [ { "设置数据库": { "data": { "uuid": "python-5-447", "seg": [ [ [ "设置", "数据库" ] ] ], "level": { "min": 0.4101449275362319, "max": 0.41043478260869565 }, "related_data": {} } } } ], "data": { "uuid": "python-4-805", "seg": [ [ [ "创建", "模型", "添加", "数据库", "服务" ] ] ], "level": { "min": 0.4101449275362319, "max": 0.41043478260869565 }, "related_data": {} } } }, { "Python应用shell": { "children": [ { "在Django中使用Python shell": { "data": { "uuid": "python-5-448", "seg": [ [ [ "django", "python", "shell" ] ] ], "level": { "min": 0.41043478260869565, "max": 0.41057971014492756 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_183346_70166@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414018_53366293@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_738998_772326@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_692648_568195@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_160686_29253@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_774287_896750@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_361539_379489@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1066832_1267071@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1071910_1274045@8", "cluster_num": 2 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "76639385@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6768139@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "1826623@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7259650@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6287@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7472907@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7416208@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "测试数据模型": { "data": { "uuid": "python-5-449", "seg": [ [ [ "测试数据", "模型", "测试数据模型" ] ] ], "level": { "min": 0.41057971014492756, "max": 0.4107246376811594 }, "related_data": {} } } } ], "data": { "uuid": "python-4-806", "seg": [ [ [ "python", "shell" ] ] ], "level": { "min": 0.41043478260869565, "max": 0.4107246376811594 }, "related_data": {} } } }, { "Django管理应用": { "children": [ { "设置admin": { "data": { "uuid": "python-5-450", "seg": [ [ [ "设置", "admin" ] ] ], "level": { "min": 0.4107246376811594, "max": 0.41086956521739126 }, "related_data": {} } } }, { "使用admin": { "data": { "uuid": "python-5-451", "seg": [ [ [ "admin" ] ] ], "level": { "min": 0.41086956521739126, "max": 0.4110144927536232 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_756182_812734@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "80726585@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80316335@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53220302@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115710831@django@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "95596699@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109134430@django@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-807", "seg": [ [ [ "django", "管理" ] ] ], "level": { "min": 0.4107246376811594, "max": 0.4110144927536232 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "78094570@django@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78340146@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78978611@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84567337@django@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116037705@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100750538@django@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "创建博客的用户界面": { "children": [ { "创建模板": { "data": { "uuid": "python-5-452", "seg": [ [ [ "创建", "模板" ] ] ], "level": { "min": 0.4110144927536232, "max": 0.4111111111111111 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_955457_1100812@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7439025_53413572@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_666538_484732@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448883_53429015@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_952306_1095059@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_175282_55740@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "创建URL模式": { "data": { "uuid": "python-5-453", "seg": [ [ [ "创建", "url", "模式" ] ] ], "level": { "min": 0.4111111111111111, "max": 0.411207729468599 }, "related_data": {} } } }, { "创建视图函数": { "data": { "uuid": "python-5-454", "seg": [ [ [ "创建", "视图", "函数", "视图函数" ] ] ], "level": { "min": 0.411207729468599, "max": 0.41130434782608694 }, "related_data": {} } } } ], "data": { "uuid": "python-4-808", "seg": [ [ [ "创建", "博客", "用户界面" ] ] ], "level": { "min": 0.4110144927536232, "max": 0.41130434782608694 }, "related_data": {} } } }, { "改进输出": { "data": { "uuid": "python-4-809", "seg": [ [ [ "改进", "输出" ] ] ], "level": { "min": 0.41130434782608694, "max": 0.4115942028985507 }, "related_data": {} } } }, { "处理用户输入": { "children": [ { "添加URLconf项": { "data": { "uuid": "python-5-455", "seg": [ [ [ "添加", "urlconf", "项" ] ] ], "level": { "min": 0.4115942028985507, "max": 0.4116908212560386 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7445929_53425006@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "视图:处理用户输入": { "data": { "uuid": "python-5-456", "seg": [ [ [ "视图" ] ], [ [ "用户", "输入" ] ] ], "level": { "min": 0.4116908212560386, "max": 0.41178743961352654 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7441674_53417978@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_698480_585495@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_3198067_21755191@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7424772_53385987@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_692817_568872@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753318_807745@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7414002_53366446@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1051269_1248608@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_693861_572500@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1092910_1301655@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455331_53438232@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_219688_171449@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7416826_53371192@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7434725_53405149@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_4645325_29327777@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7433824_53404161@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1091175_1298537@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456518_53440308@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7395531_53338048@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7457302_53441450@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753305_807735@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_748714_800771@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7405895_53355299@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7448600_53428763@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445000_53423556@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455819_53439140@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1070910_1272569@8", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "跨站点请求伪造": { "data": { "uuid": "python-5-457", "seg": [ [ [ "跨", "站点", "伪造" ] ] ], "level": { "min": 0.41178743961352654, "max": 0.41188405797101446 }, "related_data": {} } } } ], "data": { "uuid": "python-4-810", "seg": [ [ [ "用户", "输入" ] ] ], "level": { "min": 0.4115942028985507, "max": 0.41188405797101446 }, "related_data": {} } } }, { "表单和模型表单": { "children": [ { "Django表单简介": { "data": { "uuid": "python-5-458", "seg": [ [ [ "django", "表单", "简介" ] ] ], "level": { "min": 0.41188405797101446, "max": 0.4119565217391304 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "110500532@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50102079@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "25334013@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "101028522@django@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "25239713@django@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "模型表单示例": { "data": { "uuid": "python-5-459", "seg": [ [ [ "模型", "表单", "示例", "模型表单", "表单示例" ] ] ], "level": { "min": 0.4119565217391304, "max": 0.4120289855072463 }, "related_data": {} } } }, { "使用ModelForm来生成HTML表单": { "data": { "uuid": "python-5-460", "seg": [ [ [ "modelform", "生成", "html", "表单" ] ] ], "level": { "min": 0.4120289855072463, "max": 0.4121014492753623 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "89376773@unittest@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "处理ModelForm数据": { "data": { "uuid": "python-5-461", "seg": [ [ [ "modelform", "数据" ] ] ], "level": { "min": 0.4121014492753623, "max": 0.4121739130434782 }, "related_data": {} } } } ], "data": { "uuid": "python-4-811", "seg": [ [ [ "表单" ], [ "模型", "表单", "模型表单" ] ] ], "level": { "min": 0.41188405797101446, "max": 0.4121739130434782 }, "related_data": {} } } }, { "视图进阶": { "data": { "uuid": "python-4-812", "seg": [ [ [ "视图", "进阶", "视图进阶" ] ] ], "level": { "min": 0.4121739130434782, "max": 0.41246376811594204 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "52760308@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "*改善外观": { "data": { "uuid": "python-4-813", "seg": [ [ [ "改善", "外观" ] ] ], "level": { "min": 0.41246376811594204, "max": 0.4127536231884058 }, "related_data": {} } } }, { "*中级Django应用:TweetApprover": { "children": [ { "安装Twython库": { "data": { "uuid": "python-5-462", "seg": [ [ [ "安装", "twython", "库" ] ] ], "level": { "min": 0.4127536231884058, "max": 0.41281159420289854 }, "related_data": {} } } }, { "URL结构": { "data": { "uuid": "python-5-463", "seg": [ [ [ "url", "结构" ] ] ], "level": { "min": 0.41281159420289854, "max": 0.4128695652173913 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_195024_104213@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7397001_53341381@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_721802_718713@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_209203_146452@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1096485_1308823@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1052954_1250310@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_771701_834347@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_769361_830197@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_924392_1059258@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "82253275@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "24264863@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81505963@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7220904@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80792960@django@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6804499@jython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "数据模型": { "data": { "uuid": "python-5-464", "seg": [ [ [ "数据模型" ] ] ], "level": { "min": 0.4128695652173913, "max": 0.41292753623188405 }, "related_data": {} } } }, { "提交新推文以便审核": { "data": { "uuid": "python-5-465", "seg": [ [ [ "提交", "新推文", "审核" ] ] ], "level": { "min": 0.41292753623188405, "max": 0.41298550724637684 }, "related_data": {} } } }, { "审核推文": { "data": { "uuid": "python-5-466", "seg": [ [ [ "审核", "推文" ] ] ], "level": { "min": 0.41298550724637684, "max": 0.41304347826086957 }, "related_data": {} } } } ], "data": { "uuid": "python-4-814", "seg": [ [ [ "中级", "django" ] ], [ [ "tweetapprover" ] ] ], "level": { "min": 0.4127536231884058, "max": 0.41304347826086957 }, "related_data": {} } } }, { "资源": { "data": { "uuid": "python-4-815", "seg": [ [ [ "资源" ] ] ], "level": { "min": 0.41304347826086957, "max": 0.41333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-137", "seg": [ [ [ "django" ] ] ], "level": { "min": 0.4066666666666666, "max": 0.41333333333333333 }, "related_data": {} } } }, { "Tornado": { "children": [ { "Tornado简介": { "data": { "uuid": "python-4-816", "seg": [ [ [ "tornado", "简介" ] ] ], "level": { "min": 0.41333333333333333, "max": 0.4140740740740741 }, "related_data": {} } } }, { "Tornado安装配置": { "data": { "uuid": "python-4-817", "seg": [ [ [ "tornado", "安装", "配置" ] ] ], "level": { "min": 0.4140740740740741, "max": 0.4148148148148148 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "72783693@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54023325@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52207367@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "17023087@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82151317@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50354661@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "24562741@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52618122@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52911362@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52599465@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109236082@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79361543@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "96432431@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83958964@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "101863703@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "38071215@tornado@python", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "Tornado提交表单": { "data": { "uuid": "python-4-818", "seg": [ [ [ "tornado", "提交", "表单" ] ] ], "level": { "min": 0.4148148148148148, "max": 0.41555555555555557 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "20291453@tornado@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Tornado模板": { "data": { "uuid": "python-4-819", "seg": [ [ [ "tornado", "模板" ] ] ], "level": { "min": 0.41555555555555557, "max": 0.4162962962962963 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1094785_1305328@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "102368261@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "106418371@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79600744@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "73480832@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79900407@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82710165@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51030904@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78062631@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "93201287@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51440209@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78469482@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "71159900@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "42008521@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79670611@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78289920@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78277987@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102799262@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104212353@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "44217669@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50574707@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "72820932@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52264129@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85245944@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102820873@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78253408@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102910990@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81210090@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79195230@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "69437496@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82222088@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78731783@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "97006923@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52452121@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89474966@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102832114@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "45652713@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "40347865@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85948818@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "71703190@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81805617@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50633838@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50320601@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46309551@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51036571@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87714548@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51206711@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "49452015@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85098740@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82716346@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85099921@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "41084863@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "69392129@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "94603714@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "97610927@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79184177@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54585281@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "64122625@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89305642@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "94596366@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "49618643@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82800226@tornado@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79845868@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "97144250@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82995800@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "12833157@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "25533875@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79849299@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79216660@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88925753@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50678420@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81301999@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90473360@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104207541@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86600100@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103026880@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8933618@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102531364@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100888271@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "73740426@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54290519@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89947013@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84234930@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "101032475@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82755664@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54137614@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112756572@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8960195@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87115898@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108950665@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51277407@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "25560463@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "96481410@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78253420@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83010279@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103050485@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52263745@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53434765@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50589884@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108402492@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88926132@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70264887@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78121654@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51291221@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117730499@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82887180@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "47664187@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79094963@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79041987@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51280791@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8959967@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89947063@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "25559095@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83152390@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113245883@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109118773@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "17101073@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100780538@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82382358@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102466689@tornado@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Tornado数据库操作": { "data": { "uuid": "python-4-820", "seg": [ [ [ "tornado", "数据库", "操作" ] ] ], "level": { "min": 0.4162962962962963, "max": 0.41703703703703704 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "78348301@tornado@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78092951@tornado@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113472685@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85167191@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78620605@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117531367@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117693256@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117729615@tornado@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "Tornado异步Web服务": { "data": { "uuid": "python-4-821", "seg": [ [ [ "tornado", "异步", "web", "服务" ] ] ], "level": { "min": 0.41703703703703704, "max": 0.41777777777777775 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "77899234@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81607423@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79893792@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118513882@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53694145@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72821600@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "9076123@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "68587921@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78025731@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79488617@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77411321@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88244884@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83306996@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "48550337@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88554183@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81275966@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99860739@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108386462@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84313659@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88752855@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90143773@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109284901@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109117821@tornado@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "外部服务认证(auth)": { "data": { "uuid": "python-4-822", "seg": [ [ [ "外部", "服务", "认证", "auth" ] ] ], "level": { "min": 0.41777777777777775, "max": 0.4185185185185185 }, "related_data": {} } } }, { "部署日志与安全": { "data": { "uuid": "python-4-823", "seg": [ [ [ "部署", "日志", "部署日志" ], [] ] ], "level": { "min": 0.4185185185185185, "max": 0.4192592592592592 }, "related_data": {} } } }, { "Tornado开发案例": { "data": { "uuid": "python-4-824", "seg": [ [ [ "tornado", "开发", "案例" ] ] ], "level": { "min": 0.4192592592592592, "max": 0.42 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "84062967@tornado@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88864393@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77069718@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89355942@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84544331@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80116789@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118529430@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "38078019@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "38140671@tornado@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-138", "seg": [ [ [ "tornado" ] ] ], "level": { "min": 0.41333333333333333, "max": 0.42 }, "related_data": {} } } }, { "Flask": { "children": [ { "Flask简介": { "children": [ { "安装": { "children": [ { "创建应用目录": { "data": { "uuid": "python-6-56", "seg": [ [ [ "创建", "目录" ] ] ], "level": { "min": 0.42, "max": 0.42001443001443 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_202717_128131@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456868_53440938@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442525_53419397@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409725_53360159@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442552_53419432@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7429909_53396846@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7454604_53442021@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_218296_170253@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "虚拟环境": { "data": { "uuid": "python-6-57", "seg": [ [ [ "虚拟环境" ] ] ], "level": { "min": 0.42001443001443, "max": 0.42002886002886003 }, "related_data": {} } } }, { "在Python 3中创建虚拟环境": { "data": { "uuid": "python-6-58", "seg": [ [ [ "python", "创建", "虚拟环境" ] ] ], "level": { "min": 0.42002886002886003, "max": 0.42004329004329 }, "related_data": {} } } }, { "在Python 2中创建虚拟环境": { "data": { "uuid": "python-6-59", "seg": [ [ [ "python", "创建", "虚拟环境" ] ] ], "level": { "min": 0.42004329004329, "max": 0.42005772005772 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455831_53439154@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "101038672@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89965112@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "使用虚拟环境": { "data": { "uuid": "python-6-60", "seg": [ [ [ "虚拟环境" ] ] ], "level": { "min": 0.42005772005772, "max": 0.42007215007215004 }, "related_data": {} } } }, { "使用pip安装Python包": { "data": { "uuid": "python-6-61", "seg": [ [ [ "pip", "安装", "python", "包" ] ] ], "level": { "min": 0.42007215007215004, "max": 0.42008658008658006 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_679094_525631@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427122_53391283@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442860_53419836@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_764175_822827@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7437059_53409543@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_196761_109719@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_390629_432333@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_355090_368190@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423600_53383470@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_386747_425264@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7403956_53352737@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7420185_53378175@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7443792_53421116@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "50850284@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87003478@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102971339@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81191977@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52199439@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85002647@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81364686@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "101422230@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90300861@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103881505@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117884849@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52584738@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79272646@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81086459@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91363215@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77150214@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80731407@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "97247225@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79121145@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83753598@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54091748@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90667747@pip@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89066278@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50976358@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "56024008@pip@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83375409@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87939977@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80182082@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79646462@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86749474@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "47455405@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82927776@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45562575@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81813556@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88873797@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88557774@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82962797@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50470970@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "92763162@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90110123@pip@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80286220@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87900449@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78617976@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77978687@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84990674@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83187591@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77816740@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79191474@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88689871@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83957731@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106160115@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103738158@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53239866@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81057792@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89786536@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54616224@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89237574@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108285391@scipy@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79924744@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81463917@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86570846@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84109697@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "46582885@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91048681@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79781282@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88374070@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111379492@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109634785@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108971915@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112256423@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78857841@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "60958525@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109363566@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84325856@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88866960@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86004118@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102662307@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88966982@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112761255@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89078722@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109353283@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77800663@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82882386@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86599690@pip@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102649897@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52664478@python@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88060518@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "96693706@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100847887@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82561244@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-467", "seg": [ [ [ "安装" ] ] ], "level": { "min": 0.42, "max": 0.42008658008658006 }, "related_data": {} } } }, { "应用的基本结构": { "children": [ { "初始化": { "data": { "uuid": "python-6-62", "seg": [ [ [ "初始化" ] ] ], "level": { "min": 0.42008658008658006, "max": 0.4200962000962001 }, "related_data": {} } } }, { "路由和视图函数": { "data": { "uuid": "python-6-63", "seg": [ [ [ "路由" ], [ "视图", "函数", "视图函数" ] ] ], "level": { "min": 0.4200962000962001, "max": 0.4201058201058201 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "114002564@flask@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "一个完整的应用": { "data": { "uuid": "python-6-64", "seg": [ [ [] ] ], "level": { "min": 0.4201058201058201, "max": 0.4201154401154401 }, "related_data": {} } } }, { "Web开发服务器": { "data": { "uuid": "python-6-65", "seg": [ [ [ "web", "开发", "服务器" ] ] ], "level": { "min": 0.4201154401154401, "max": 0.4201250601250601 }, "related_data": {} } } }, { "动态路由": { "data": { "uuid": "python-6-66", "seg": [ [ [ "动态", "路由", "动态路由" ] ] ], "level": { "min": 0.4201250601250601, "max": 0.4201346801346801 }, "related_data": {} } } }, { "调试模式": { "data": { "uuid": "python-6-67", "seg": [ [ [ "调试模式" ] ] ], "level": { "min": 0.4201346801346801, "max": 0.4201443001443001 }, "related_data": {} } } }, { "命令行选项": { "data": { "uuid": "python-6-68", "seg": [ [ [ "命令行", "选项", "命令行选项" ] ] ], "level": { "min": 0.4201443001443001, "max": 0.4201539201539201 }, "related_data": {} } } }, { "请求–响应循环": { "children": [ { "应用和请求上下文": { "data": { "uuid": "python-7-15", "seg": [ [ [], [ "上下文" ] ] ], "level": { "min": 0.4201539201539201, "max": 0.4201563251563251 }, "related_data": {} } } }, { "请求分派": { "data": { "uuid": "python-7-16", "seg": [ [ [ "分派" ] ] ], "level": { "min": 0.4201563251563251, "max": 0.4201587301587301 }, "related_data": {} } } }, { "请求对象": { "children": [ { "对象显示": { "data": { "uuid": "python-8-0", "seg": [ [ [ "对象", "显示" ] ] ], "level": { "min": 0.4201587301587301, "max": 0.4201595318261985 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7444759_53423281@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_762208_820302@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_643866_444190@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_716549_711207@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_261104_272356@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097614_1311315@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7421155_53379628@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_728244_739122@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_730504_745777@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7436907_53409176@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451086_53432155@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7428984_53395357@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1062549_1260446@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7463117_53448911@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435469_53406053@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_764439_823113@8", "cluster_num": 2 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "78907437@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "有效创建大量对象": { "data": { "uuid": "python-8-1", "seg": [ [ [ "创建", "对象", "大量对象" ] ] ], "level": { "min": 0.4201595318261985, "max": 0.42016033349366677 }, "related_data": {} } } }, { "由字符串调用对象": { "data": { "uuid": "python-8-2", "seg": [ [ [ "字符串", "调用", "对象" ] ] ], "level": { "min": 0.42016033349366677, "max": 0.4201611351611351 }, "related_data": {} } } } ], "data": { "uuid": "python-7-17", "seg": [ [ [ "对象" ] ] ], "level": { "min": 0.4201587301587301, "max": 0.4201611351611351 }, "related_data": {} } } }, { "请求钩子": { "data": { "uuid": "python-7-18", "seg": [ [ [ "钩子" ] ] ], "level": { "min": 0.4201611351611351, "max": 0.42016354016354013 }, "related_data": {} } } } ], "data": { "uuid": "python-6-69", "seg": [ [ [ "–", "响应", "循环" ] ] ], "level": { "min": 0.4201539201539201, "max": 0.42016354016354013 }, "related_data": {} } } }, { "Flask扩展": { "data": { "uuid": "python-6-70", "seg": [ [ [ "flask", "扩展" ] ] ], "level": { "min": 0.42016354016354013, "max": 0.42017316017316014 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "88060320@flask@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-5-468", "seg": [ [ [ "结构", "基本结构" ] ] ], "level": { "min": 0.42008658008658006, "max": 0.42017316017316014 }, "related_data": {} } } }, { "模板": { "children": [ { "Jinja2模板引擎": { "children": [ { "渲染模板": { "data": { "uuid": "python-7-19", "seg": [ [ [ "渲染", "模板" ] ] ], "level": { "min": 0.42017316017316014, "max": 0.42017797017797015 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7438391_53411733@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "变量": { "children": [ { "匿名函数捕获变量值": { "data": { "uuid": "python-8-3", "seg": [ [ [ "匿名", "函数", "捕获", "变量值" ] ] ], "level": { "min": 0.42017797017797015, "max": 0.42018037518037515 }, "related_data": {} } } }, { "访问闭包中定义的变量": { "data": { "uuid": "python-8-4", "seg": [ [ [ "访问", "闭", "包中", "定义", "变量" ] ] ], "level": { "min": 0.42018037518037515, "max": 0.42018278018278016 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1069819_1271011@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1073935_1276621@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7156514_51352698@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1054260_1251550@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7431624_53400131@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753434_807935@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-7-20", "seg": [ [ [ "变量" ] ] ], "level": { "min": 0.42017797017797015, "max": 0.42018278018278016 }, "related_data": {} } } }, { "控制结构": { "data": { "uuid": "python-7-21", "seg": [ [ [ "控制结构" ] ] ], "level": { "min": 0.42018278018278016, "max": 0.42018759018759017 }, "related_data": {} } } } ], "data": { "uuid": "python-6-71", "seg": [ [ [ "jinja2", "模板", "引擎", "模板引擎" ] ] ], "level": { "min": 0.42017316017316014, "max": 0.42018759018759017 }, "related_data": {} } } }, { "使用Flask-Bootstrap集成Bootstrap": { "data": { "uuid": "python-6-72", "seg": [ [ [ "flask", "bootstrap", "集成" ] ] ], "level": { "min": 0.42018759018759017, "max": 0.4202020202020202 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "109327896@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83617700@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109175241@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84195245@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83653512@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77621264@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87830586@flask@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109253716@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80809810@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79329180@flask@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "自定义错误页面": { "data": { "uuid": "python-6-73", "seg": [ [ [ "自定义", "页面", "错误页面" ] ] ], "level": { "min": 0.4202020202020202, "max": 0.42021645021645015 }, "related_data": {} } } }, { "链接": { "data": { "uuid": "python-6-74", "seg": [ [ [ "链接" ] ] ], "level": { "min": 0.42021645021645015, "max": 0.4202308802308802 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_703686_594233@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1713444_7643137@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "静态文件": { "data": { "uuid": "python-6-75", "seg": [ [ [ "静态", "文件", "静态文件" ] ] ], "level": { "min": 0.4202308802308802, "max": 0.4202453102453102 }, "related_data": {} } } }, { "使用Flask-Moment本地化日期和时间": { "data": { "uuid": "python-6-76", "seg": [ [ [ "flask", "moment", "本地化", "日期" ], [ "时间" ] ] ], "level": { "min": 0.4202453102453102, "max": 0.4202597402597402 }, "related_data": {} } } } ], "data": { "uuid": "python-5-469", "seg": [ [ [ "模板" ] ] ], "level": { "min": 0.42017316017316014, "max": 0.4202597402597402 }, "related_data": {} } } }, { "Web表单": { "children": [ { "配置": { "data": { "uuid": "python-6-77", "seg": [ [ [ "配置" ] ] ], "level": { "min": 0.4202597402597402, "max": 0.42027417027417024 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_739252_773040@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "81082504@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "表单类": { "data": { "uuid": "python-6-78", "seg": [ [ [ "表单", "类", "表单类" ] ] ], "level": { "min": 0.42027417027417024, "max": 0.42028860028860027 }, "related_data": {} } } }, { "把表单渲染成HTML": { "data": { "uuid": "python-6-79", "seg": [ [ [ "表单", "渲染", "成", "html" ] ] ], "level": { "min": 0.42028860028860027, "max": 0.4203030303030303 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "107687945@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83752483@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81053164@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81060230@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81058909@flask@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "在视图函数中处理表单": { "data": { "uuid": "python-6-80", "seg": [ [ [ "视图", "函数", "表单", "视图函数" ] ] ], "level": { "min": 0.4203030303030303, "max": 0.4203174603174603 }, "related_data": {} } } }, { "重定向和用户会话": { "data": { "uuid": "python-6-81", "seg": [ [ [ "重定向" ], [ "用户", "话" ] ] ], "level": { "min": 0.4203174603174603, "max": 0.42033189033189033 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1051891_1249253@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "闪现消息": { "data": { "uuid": "python-6-82", "seg": [ [ [ "闪现", "消息" ] ] ], "level": { "min": 0.42033189033189033, "max": 0.42034632034632036 }, "related_data": {} } } } ], "data": { "uuid": "python-5-470", "seg": [ [ [ "web", "表单" ] ] ], "level": { "min": 0.4202597402597402, "max": 0.42034632034632036 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "75206316@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "62036503@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115956129@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "95092510@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53643758@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70151857@flask@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86240096@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117427225@flask@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117415867@flask@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52541752@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117423276@flask@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78871101@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "72803336@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81983555@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86660954@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113240088@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "110734272@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77703845@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78921413@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89477266@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108718311@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111551318@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109048578@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81431116@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85613780@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117945508@flask@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "数据库": { "children": [ { "SQL数据库": { "data": { "uuid": "python-6-83", "seg": [ [ [ "sql", "数据库" ] ] ], "level": { "min": 0.42034632034632036, "max": 0.42035419126328216 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7417109_53371855@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_695156_577076@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_752908_807173@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_716386_709151@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_757299_812999@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "83591308@flask@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7071209@jython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7454146@jython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5433705@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "5416829@jython@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "NoSQL数据库": { "data": { "uuid": "python-6-84", "seg": [ [ [ "nosql", "数据库" ] ] ], "level": { "min": 0.42035419126328216, "max": 0.420362062180244 }, "related_data": {} } } }, { "使用SQL还是NoSQL": { "data": { "uuid": "python-6-85", "seg": [ [ [ "sql", "nosql" ] ] ], "level": { "min": 0.420362062180244, "max": 0.42036993309720583 }, "related_data": {} } } }, { "Python数据库框架": { "data": { "uuid": "python-6-86", "seg": [ [ [ "python", "数据库", "框架", "数据库框架" ] ] ], "level": { "min": 0.42036993309720583, "max": 0.42037780401416763 }, "related_data": {} } } }, { "使用Flask-SQLAlchemy管理数据库": { "data": { "uuid": "python-6-87", "seg": [ [ [ "flask", "sqlalchemy", "管理", "数据库" ] ] ], "level": { "min": 0.42037780401416763, "max": 0.4203856749311295 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_754917_810330@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "52551579@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87605812@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84933190@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81487756@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72672911@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84860895@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "96315007@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52601457@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88177492@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "57406450@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100008614@flask@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81979256@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53947162@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83239157@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88800107@flask@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50338869@flask@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "定义模型": { "data": { "uuid": "python-6-88", "seg": [ [ [ "定义", "模型", "定义模型" ] ] ], "level": { "min": 0.4203856749311295, "max": 0.4203935458480913 }, "related_data": {} } } }, { "关系": { "data": { "uuid": "python-6-89", "seg": [ [ [ "关系" ] ] ], "level": { "min": 0.4203935458480913, "max": 0.42040141676505316 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_364424_386032@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442754_53419710@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "数据库操作": { "children": [ { "创建表": { "data": { "uuid": "python-7-22", "seg": [ [ [ "创建", "表" ] ] ], "level": { "min": 0.42040141676505316, "max": 0.4204029909484455 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7439428_53414033@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "插入行": { "data": { "uuid": "python-7-23", "seg": [ [ [ "插入" ] ] ], "level": { "min": 0.4204029909484455, "max": 0.4204045651318379 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427643_53392268@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "修改行": { "data": { "uuid": "python-7-24", "seg": [ [ [ "修改" ] ] ], "level": { "min": 0.4204045651318379, "max": 0.42040613931523024 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7440964_53416676@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441644_53417884@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455081_53437878@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7409818_53360277@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1063698_1261807@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460375_53445444@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451749_53433253@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "删除行": { "data": { "uuid": "python-7-25", "seg": [ [ [ "删除" ] ] ], "level": { "min": 0.42040613931523024, "max": 0.4204077134986226 }, "related_data": {} } } }, { "查询行": { "data": { "uuid": "python-7-26", "seg": [ [ [ "查询" ] ] ], "level": { "min": 0.4204077134986226, "max": 0.42040928768201496 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_762056_820181@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_730680_746320@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1077441_1281847@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-6-90", "seg": [ [ [ "数据库", "操作" ] ] ], "level": { "min": 0.42040141676505316, "max": 0.42040928768201496 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_691553_564711@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7537200@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "在视图函数中操作数据库": { "data": { "uuid": "python-6-91", "seg": [ [ [ "视图", "函数", "操作", "数据库", "视图函数" ] ] ], "level": { "min": 0.42040928768201496, "max": 0.42041715859897677 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1070486_1271996@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "集成Python shell": { "data": { "uuid": "python-6-92", "seg": [ [ [ "集成", "python", "shell" ] ] ], "level": { "min": 0.42041715859897677, "max": 0.42042502951593863 }, "related_data": {} } } }, { "使用Flask-Migrate实现数据库迁移": { "children": [ { "创建迁移仓库": { "data": { "uuid": "python-7-27", "seg": [ [ [ "创建", "迁移", "仓库" ] ] ], "level": { "min": 0.42042502951593863, "max": 0.42042699724517907 }, "related_data": {} } } }, { "创建迁移脚本": { "data": { "uuid": "python-7-28", "seg": [ [ [ "创建", "迁移", "脚本" ] ] ], "level": { "min": 0.42042699724517907, "max": 0.4204289649744195 }, "related_data": {} } } }, { "更新数据库": { "data": { "uuid": "python-7-29", "seg": [ [ [ "更新", "数据库", "更新数据库" ] ] ], "level": { "min": 0.4204289649744195, "max": 0.42043093270366 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_704602_598045@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451437_53432670@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_668340_488584@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7464919_53451699@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_768617_829657@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_675714_511663@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7410195_53360793@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7434841_53405303@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_691951_565647@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_739249_773035@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_362232_381369@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426930_53390904@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7446439_53425793@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7413347_53365248@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7434837_53405314@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7397840_53343282@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "48970131@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "15241@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112917248@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117754922@python@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117522739@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "添加几个迁移": { "data": { "uuid": "python-7-30", "seg": [ [ [ "添加", "迁移" ] ] ], "level": { "min": 0.42043093270366, "max": 0.42043290043290044 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "78642435@flask@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-6-93", "seg": [ [ [ "flask", "migrate", "数据库", "迁移" ] ] ], "level": { "min": 0.42042502951593863, "max": 0.42043290043290044 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7408099_53358372@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79803376@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111102139@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72821423@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116008788@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115452704@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50836703@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87861457@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90169856@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89107062@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80439194@flask@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89448260@flask@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109800008@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84936075@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80378543@flask@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "99483685@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84955802@flask@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-471", "seg": [ [ [ "数据库" ] ] ], "level": { "min": 0.42034632034632036, "max": 0.42043290043290044 }, "related_data": {} } } }, { "电子邮件": { "children": [ { "电子邮件系统组件和协议": { "data": { "uuid": "python-6-94", "seg": [ [ [ "电子邮件系统", "组件" ], [ "协议" ] ] ], "level": { "min": 0.42043290043290044, "max": 0.42043956043956043 }, "related_data": {} } } }, { "发送电子邮件": { "data": { "uuid": "python-6-95", "seg": [ [ [ "发送", "电子邮件" ] ] ], "level": { "min": 0.42043956043956043, "max": 0.42044622044622043 }, "related_data": {} } } }, { "Python和SMTP": { "data": { "uuid": "python-6-96", "seg": [ [ [ "python" ], [ "smtp" ] ] ], "level": { "min": 0.42044622044622043, "max": 0.42045288045288043 }, "related_data": {} } } }, { "smtplib.SMTP类方法": { "data": { "uuid": "python-6-97", "seg": [ [ [ "smtplib", "smtp", "类", "方法" ] ] ], "level": { "min": 0.42045288045288043, "max": 0.4204595404595405 }, "related_data": {} } } }, { "交互式SMTP示例": { "data": { "uuid": "python-6-98", "seg": [ [ [ "交互式", "smtp", "示例" ] ] ], "level": { "min": 0.4204595404595405, "max": 0.4204662004662005 }, "related_data": {} } } }, { "SMTP的其他内容": { "data": { "uuid": "python-6-99", "seg": [ [ [ "smtp", "内容" ] ] ], "level": { "min": 0.4204662004662005, "max": 0.4204728604728605 }, "related_data": {} } } }, { "接收电子邮件": { "data": { "uuid": "python-6-100", "seg": [ [ [ "接收", "电子邮件" ] ] ], "level": { "min": 0.4204728604728605, "max": 0.4204795204795205 }, "related_data": {} } } }, { "POP和IMAP": { "data": { "uuid": "python-6-101", "seg": [ [ [ "pop" ], [ "imap" ] ] ], "level": { "min": 0.4204795204795205, "max": 0.42048618048618047 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_990271_1157295@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "交互式POP3示例": { "data": { "uuid": "python-6-102", "seg": [ [ [ "交互式", "pop3", "示例" ] ] ], "level": { "min": 0.42048618048618047, "max": 0.42049284049284047 }, "related_data": {} } } }, { "poplib.POP3类方法": { "data": { "uuid": "python-6-103", "seg": [ [ [ "poplib", "pop3", "类", "方法" ] ] ], "level": { "min": 0.42049284049284047, "max": 0.4204995004995005 }, "related_data": {} } } }, { "客户端程序SMTP和POP3示例": { "data": { "uuid": "python-6-104", "seg": [ [ [ "客户端程序", "smtp" ], [ "pop3", "示例" ] ] ], "level": { "min": 0.4204995004995005, "max": 0.4205061605061605 }, "related_data": {} } } }, { "交互式IMAP4示例": { "data": { "uuid": "python-6-105", "seg": [ [ [ "交互式", "imap4", "示例" ] ] ], "level": { "min": 0.4205061605061605, "max": 0.4205128205128205 }, "related_data": {} } } }, { "imaplib.IMAP4类中的常用方法": { "data": { "uuid": "python-6-106", "seg": [ [ [ "imaplib", "imap4", "类", "方法" ] ] ], "level": { "min": 0.4205128205128205, "max": 0.4205194805194805 }, "related_data": {} } } } ], "data": { "uuid": "python-5-472", "seg": [ [ [ "电子邮件" ] ] ], "level": { "min": 0.42043290043290044, "max": 0.4205194805194805 }, "related_data": {} } } }, { "大型应用的结构": { "children": [ { "配置选项": { "data": { "uuid": "python-6-107", "seg": [ [ [ "配置", "选项" ] ] ], "level": { "min": 0.4205194805194805, "max": 0.4205318491032777 }, "related_data": {} } } }, { "应用包": { "children": [ { "使用应用工厂函数": { "data": { "uuid": "python-7-31", "seg": [ [ [ "工厂", "函数", "工厂函数" ] ] ], "level": { "min": 0.4205318491032777, "max": 0.42053803339517626 }, "related_data": {} } } }, { "在蓝本中实现应用功能": { "data": { "uuid": "python-7-32", "seg": [ [ [ "蓝本", "功能" ] ] ], "level": { "min": 0.42053803339517626, "max": 0.42054421768707484 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7440574_53415903@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-6-108", "seg": [ [ [ "包" ] ] ], "level": { "min": 0.4205318491032777, "max": 0.42054421768707484 }, "related_data": {} } } }, { "应用脚本": { "data": { "uuid": "python-6-109", "seg": [ [ [ "脚本" ] ] ], "level": { "min": 0.42054421768707484, "max": 0.420556586270872 }, "related_data": {} } } }, { "需求文件": { "data": { "uuid": "python-6-110", "seg": [ [ [ "需求", "文件" ] ] ], "level": { "min": 0.420556586270872, "max": 0.4205689548546691 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7411331_53362231@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "单元测试": { "children": [ { "blog应用的代码审查": { "data": { "uuid": "python-7-33", "seg": [ [ [ "blog", "审查" ] ] ], "level": { "min": 0.4205689548546691, "max": 0.42058132343846627 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_735152_760194@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_735196_760295@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "583269@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5112276@jython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-6-111", "seg": [ [ [ "单元测试" ] ] ], "level": { "min": 0.4205689548546691, "max": 0.42058132343846627 }, "related_data": {} } } }, { "创建数据库": { "data": { "uuid": "python-6-112", "seg": [ [ [ "创建", "数据库" ] ] ], "level": { "min": 0.42058132343846627, "max": 0.42059369202226343 }, "related_data": {} } } }, { "运行应用": { "data": { "uuid": "python-6-113", "seg": [ [ [ "运行" ] ] ], "level": { "min": 0.42059369202226343, "max": 0.4206060606060606 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1086136_1292942@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_716265_708908@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-473", "seg": [ [ [ "大型", "结构" ] ] ], "level": { "min": 0.4205194805194805, "max": 0.4206060606060606 }, "related_data": {} } } } ], "data": { "uuid": "python-4-825", "seg": [ [ [ "flask", "简介" ] ] ], "level": { "min": 0.42, "max": 0.4206060606060606 }, "related_data": {} } } }, { "Flask安装配置": { "data": { "uuid": "python-4-826", "seg": [ [ [ "flask", "安装", "配置" ] ] ], "level": { "min": 0.4206060606060606, "max": 0.4212121212121212 }, "related_data": {} } } }, { "Flask实现HTTP请求与响应": { "data": { "uuid": "python-4-827", "seg": [ [ [ "flask", "http" ], [ "响应" ] ] ], "level": { "min": 0.4212121212121212, "max": 0.4218181818181818 }, "related_data": {} } } }, { "Flask cookie与session": { "data": { "uuid": "python-4-828", "seg": [ [ [ "flask", "cookie" ], [ "session" ] ] ], "level": { "min": 0.4218181818181818, "max": 0.4224242424242424 }, "related_data": {} } } }, { "Flask模板": { "data": { "uuid": "python-4-829", "seg": [ [ [ "flask", "模板" ] ] ], "level": { "min": 0.4224242424242424, "max": 0.42303030303030303 }, "related_data": {} } } }, { "Flask提交表单": { "data": { "uuid": "python-4-830", "seg": [ [ [ "flask", "提交", "表单" ] ] ], "level": { "min": 0.42303030303030303, "max": 0.4236363636363636 }, "related_data": {} } } }, { "Flask数据库操作": { "data": { "uuid": "python-4-831", "seg": [ [ [ "flask", "数据库", "操作" ] ] ], "level": { "min": 0.4236363636363636, "max": 0.4242424242424242 }, "related_data": {} } } }, { "Bootstrap-Flask": { "data": { "uuid": "python-4-832", "seg": [ [ [ "bootstrap", "flask" ] ] ], "level": { "min": 0.4242424242424242, "max": 0.4248484848484848 }, "related_data": {} } } }, { "Flask开发REST Web服务": { "data": { "uuid": "python-4-833", "seg": [ [ [ "flask", "开发", "rest", "web", "服务" ] ] ], "level": { "min": 0.4248484848484848, "max": 0.4254545454545454 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "113740244@flask@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "部署日志与安全": { "data": { "uuid": "python-4-834", "seg": [ [ [ "部署", "日志", "部署日志" ], [] ] ], "level": { "min": 0.4254545454545454, "max": 0.42606060606060603 }, "related_data": {} } } }, { "Flask开发案例": { "data": { "uuid": "python-4-835", "seg": [ [ [ "flask", "开发", "案例" ] ] ], "level": { "min": 0.42606060606060603, "max": 0.42666666666666664 }, "related_data": {} } } } ], "data": { "uuid": "python-3-139", "seg": [ [ [ "flask" ] ] ], "level": { "min": 0.42, "max": 0.42666666666666664 }, "related_data": {} } } }, { "网站可视化": { "children": [ { "Echarts": { "data": { "uuid": "python-4-836", "seg": [ [ [ "echarts" ] ] ], "level": { "min": 0.42666666666666664, "max": 0.43333333333333335 }, "related_data": {} } } } ], "data": { "uuid": "python-3-140", "seg": [ [ [ "网站", "可视化", "网站可视化" ] ] ], "level": { "min": 0.42666666666666664, "max": 0.43333333333333335 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7443233_53420572@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "网站高并发处理": { "data": { "uuid": "python-3-141", "seg": [ [ [ "网站", "高", "并发" ] ] ], "level": { "min": 0.43333333333333335, "max": 0.44 }, "related_data": {} } } }, { "Web客户端和服务器": { "children": [ { "Python Web客户端工具": { "children": [ { "统一资源定位符": { "data": { "uuid": "python-5-474", "seg": [ [ [ "统一", "资源", "定位", "符", "资源定位" ] ] ], "level": { "min": 0.44, "max": 0.44044444444444447 }, "related_data": {} } } }, { "urlparse模块": { "data": { "uuid": "python-5-475", "seg": [ [ [ "urlparse", "模块" ] ] ], "level": { "min": 0.44044444444444447, "max": 0.4408888888888889 }, "related_data": {} } } }, { "urllib模块/包": { "data": { "uuid": "python-5-476", "seg": [ [ [ "urllib", "模块", "包" ] ] ], "level": { "min": 0.4408888888888889, "max": 0.44133333333333336 }, "related_data": {} } } }, { "使用urllib2 HTTP验证的示例": { "data": { "uuid": "python-5-477", "seg": [ [ [ "urllib2", "http", "验证", "示例" ] ] ], "level": { "min": 0.44133333333333336, "max": 0.44177777777777777 }, "related_data": {} } } }, { "将HTTP验证示例移植到Python 3中": { "data": { "uuid": "python-5-478", "seg": [ [ [ "http", "验证", "示例", "移植", "python" ] ] ], "level": { "min": 0.44177777777777777, "max": 0.44222222222222224 }, "related_data": {} } } } ], "data": { "uuid": "python-4-837", "seg": [ [ [ "python", "web", "客户端", "工具", "客户端工具" ] ] ], "level": { "min": 0.44, "max": 0.44222222222222224 }, "related_data": {} } } }, { "Web客户端": { "children": [ { "一个简单的Web爬虫/蜘蛛/机器人": { "data": { "uuid": "python-5-479", "seg": [ [ [ "web", "爬虫", "蜘蛛", "机器人" ] ] ], "level": { "min": 0.44222222222222224, "max": 0.44296296296296295 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "113726182@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114314296@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117924606@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "解析Web页面": { "data": { "uuid": "python-5-480", "seg": [ [ [ "解析", "web", "页面" ] ] ], "level": { "min": 0.44296296296296295, "max": 0.4437037037037037 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "52717464@selenium@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115447388@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107980985@django@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "可编程的Web浏览": { "data": { "uuid": "python-5-481", "seg": [ [ [ "可编程", "web", "浏览" ] ] ], "level": { "min": 0.4437037037037037, "max": 0.4444444444444444 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7403635_53352182@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4645266_29327603@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_754240_809149@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_188816_86492@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_195519_105415@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7445692_53425531@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "111565482@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "46658795@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53942983@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90725003@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "73431165@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108992287@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "75098291@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "75389356@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51532453@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80811027@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "110251784@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52900970@selenium@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89669592@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109805040@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84404387@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78801812@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53262177@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7970793@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105182672@selenium@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77990198@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100083232@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79075855@tornado@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107882140@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7249001@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103928436@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103409577@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82845285@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "56509840@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80753010@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108591821@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7614949@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109302377@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79261098@tornado@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "65449023@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6834037@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51769280@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "41820177@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108232645@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "71083022@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7907560@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109396506@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108933734@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7673282@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "42234475@descriptor@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6130556@jython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115384915@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "92795293@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52354745@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103326567@tornado@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "20065881@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107804744@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1902564@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "110152559@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88087850@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87288361@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7008689@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115495783@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7583179@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7583179@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7632560@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117389742@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116861702@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7323202@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115459196@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116772878@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100035449@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115531609@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7173789@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117781593@python@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-838", "seg": [ [ [ "web", "客户端" ] ] ], "level": { "min": 0.44222222222222224, "max": 0.4444444444444444 }, "related_data": {} } } }, { "Web(HTTP)服务器": { "data": { "uuid": "python-4-839", "seg": [ [ [ "web", "http", "服务器" ] ] ], "level": { "min": 0.4444444444444444, "max": 0.44666666666666666 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "26295207@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7183612@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-3-142", "seg": [ [ [ "web", "客户端" ], [ "服务器" ] ] ], "level": { "min": 0.44, "max": 0.44666666666666666 }, "related_data": {} } } }, { "Web编程:CGI和WSGI": { "children": [ { "帮助Web服务器处理客户端数据": { "children": [ { "CGI简介": { "data": { "uuid": "python-5-482", "seg": [ [ [ "cgi", "简介" ] ] ], "level": { "min": 0.44666666666666666, "max": 0.4469444444444444 }, "related_data": {} } } }, { "CGI应用程序": { "data": { "uuid": "python-5-483", "seg": [ [ [ "cgi", "应用程序" ] ] ], "level": { "min": 0.4469444444444444, "max": 0.4472222222222222 }, "related_data": {} } } }, { "cgi模块": { "data": { "uuid": "python-5-484", "seg": [ [ [ "cgi", "模块" ] ] ], "level": { "min": 0.4472222222222222, "max": 0.4475 }, "related_data": {} } } }, { "cgitb模块": { "data": { "uuid": "python-5-485", "seg": [ [ [ "cgitb", "模块" ] ] ], "level": { "min": 0.4475, "max": 0.4477777777777778 }, "related_data": {} } } } ], "data": { "uuid": "python-4-840", "seg": [ [ [ "web", "服务器", "客户端", "数据", "客户端数据" ] ] ], "level": { "min": 0.44666666666666666, "max": 0.4477777777777778 }, "related_data": {} } } }, { "构建CGI应用程序": { "children": [ { "构建Web服务器": { "data": { "uuid": "python-5-486", "seg": [ [ [ "构建", "web", "服务器" ] ] ], "level": { "min": 0.4477777777777778, "max": 0.448 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "79228109@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "建立表单页": { "data": { "uuid": "python-5-487", "seg": [ [ [ "建立", "表单" ] ] ], "level": { "min": 0.448, "max": 0.44822222222222224 }, "related_data": {} } } }, { "生成结果页面": { "data": { "uuid": "python-5-488", "seg": [ [ [ "生成", "页面", "结果页面" ] ] ], "level": { "min": 0.44822222222222224, "max": 0.4484444444444444 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_731376_748650@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7411470_53362927@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "生成表单和结果页面": { "data": { "uuid": "python-5-489", "seg": [ [ [ "生成", "表单" ], [ "页面", "结果页面" ] ] ], "level": { "min": 0.4484444444444444, "max": 0.44866666666666666 }, "related_data": {} } } }, { "全面交互的Web站点": { "data": { "uuid": "python-5-490", "seg": [ [ [ "交互", "web", "站点" ] ] ], "level": { "min": 0.44866666666666666, "max": 0.4488888888888889 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "6639675@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-841", "seg": [ [ [ "构建", "cgi", "应用程序" ] ] ], "level": { "min": 0.4477777777777778, "max": 0.4488888888888889 }, "related_data": {} } } }, { "在CGI中使用Unicode": { "data": { "uuid": "python-4-842", "seg": [ [ [ "cgi", "unicode" ] ] ], "level": { "min": 0.4488888888888889, "max": 0.44999999999999996 }, "related_data": {} } } }, { "高级CGI": { "children": [ { "mulitipart表单提交和文件上传": { "data": { "uuid": "python-5-491", "seg": [ [ [ "mulitipart", "表单", "提交" ], [ "文件", "上传" ] ] ], "level": { "min": 0.44999999999999996, "max": 0.4505555555555555 }, "related_data": {} } } }, { "多值字段": { "data": { "uuid": "python-5-492", "seg": [ [ [ "值", "字段", "值字段" ] ] ], "level": { "min": 0.4505555555555555, "max": 0.4511111111111111 }, "related_data": {} } } } ], "data": { "uuid": "python-4-843", "seg": [ [ [ "高级", "cgi" ] ] ], "level": { "min": 0.44999999999999996, "max": 0.4511111111111111 }, "related_data": {} } } }, { "WSGI简介": { "children": [ { "动机(替代CGI)": { "data": { "uuid": "python-5-493", "seg": [ [ [ "动机", "cgi" ] ] ], "level": { "min": 0.4511111111111111, "max": 0.4512345679012345 }, "related_data": {} } } }, { "服务器集成": { "data": { "uuid": "python-5-494", "seg": [ [ [ "服务器", "集成" ] ] ], "level": { "min": 0.4512345679012345, "max": 0.451358024691358 }, "related_data": {} } } }, { "外部进程": { "data": { "uuid": "python-5-495", "seg": [ [ [ "外部", "进程" ] ] ], "level": { "min": 0.451358024691358, "max": 0.45148148148148143 }, "related_data": {} } } }, { "WSGI简介": { "data": { "uuid": "python-5-496", "seg": [ [ [ "wsgi", "简介" ] ] ], "level": { "min": 0.45148148148148143, "max": 0.4516049382716049 }, "related_data": {} } } }, { "WSGI服务器": { "data": { "uuid": "python-5-497", "seg": [ [ [ "wsgi", "服务器" ] ] ], "level": { "min": 0.4516049382716049, "max": 0.45172839506172835 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "81052797@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "64906842@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80828070@flask@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "参考服务器": { "data": { "uuid": "python-5-498", "seg": [ [ [ "参考", "服务器" ] ] ], "level": { "min": 0.45172839506172835, "max": 0.45185185185185184 }, "related_data": {} } } }, { "WSGI应用示例": { "data": { "uuid": "python-5-499", "seg": [ [ [ "wsgi", "示例" ] ] ], "level": { "min": 0.45185185185185184, "max": 0.45197530864197527 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "80771289@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81232308@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80955817@django@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "中间件及封装WSGI应用": { "data": { "uuid": "python-5-500", "seg": [ [ [ "中间件" ], [ "封装", "wsgi" ] ] ], "level": { "min": 0.45197530864197527, "max": 0.45209876543209876 }, "related_data": {} } } }, { "在Python 3中使用WSGI": { "data": { "uuid": "python-5-501", "seg": [ [ [ "python", "wsgi" ] ] ], "level": { "min": 0.45209876543209876, "max": 0.4522222222222222 }, "related_data": {} } } } ], "data": { "uuid": "python-4-844", "seg": [ [ [ "wsgi", "简介" ] ] ], "level": { "min": 0.4511111111111111, "max": 0.4522222222222222 }, "related_data": {} } } }, { "现实世界中的Web开发": { "data": { "uuid": "python-4-845", "seg": [ [ [ "现实", "世界", "web", "开发", "现实世界" ] ] ], "level": { "min": 0.4522222222222222, "max": 0.4533333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-143", "seg": [ [ [ "web", "编程" ] ], [ [ "cgi" ], [ "wsgi" ] ] ], "level": { "min": 0.44666666666666666, "max": 0.4533333333333333 }, "related_data": {} } } }, { "云计算:Google App Engine": { "children": [ { "云计算": { "children": [ { "云计算服务的层次": { "data": { "uuid": "python-5-502", "seg": [ [ [ "云", "计算", "服务" ] ] ], "level": { "min": 0.4533333333333333, "max": 0.4535416666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1101343_1315888@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_361735_379904@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455299_53438152@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442242_53419050@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_704280_596274@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_871758_1003858@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7414737_53367681@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460113_53445158@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441446_53417680@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7457823_53442301@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7447029_53426565@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7449312_53429380@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7400136_53347871@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7437507_53410434@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451011_53432089@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1095206_1306245@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456381_53440666@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_757440_812955@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7432775_53402285@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441195_53417019@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_4535078_28967934@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7432269_53401330@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7422140_53379579@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7416156_53370085@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1084668_1291021@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455791_53439524@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1068622_1269492@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "App Engine": { "data": { "uuid": "python-5-503", "seg": [ [ [ "app", "engine" ] ] ], "level": { "min": 0.4535416666666666, "max": 0.45375 }, "related_data": {} } } } ], "data": { "uuid": "python-4-846", "seg": [ [ [ "云", "计算" ] ] ], "level": { "min": 0.4533333333333333, "max": 0.45375 }, "related_data": {} } } }, { "沙盒和App Engine SDK": { "data": { "uuid": "python-4-847", "seg": [ [ [ "沙盒" ], [ "app", "engine", "sdk" ] ] ], "level": { "min": 0.45375, "max": 0.45416666666666666 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "6993022@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "选择一个App Engine框架": { "data": { "uuid": "python-4-848", "seg": [ [ [ "选择", "app", "engine", "框架" ] ] ], "level": { "min": 0.45416666666666666, "max": 0.45458333333333334 }, "related_data": {} } } }, { "Python 2.7支持": { "children": [ { "一般差异": { "data": { "uuid": "python-5-504", "seg": [ [ [ "差异" ] ] ], "level": { "min": 0.45458333333333334, "max": 0.45479166666666665 }, "related_data": {} } } }, { "代码中的差异": { "data": { "uuid": "python-5-505", "seg": [ [ [ "差异" ] ] ], "level": { "min": 0.45479166666666665, "max": 0.45499999999999996 }, "related_data": {} } } } ], "data": { "uuid": "python-4-849", "seg": [ [ [ "python", "支持" ] ] ], "level": { "min": 0.45458333333333334, "max": 0.45499999999999996 }, "related_data": {} } } }, { "将“Hello World”改成一个简单的博客": { "children": [ { "快速发现改动:30秒内将纯文本转成HTML": { "data": { "uuid": "python-5-506", "seg": [ [ [ "快速", "改动", "快速发现" ] ], [ [ "秒", "纯", "文本", "转成", "html" ] ] ], "level": { "min": 0.45499999999999996, "max": 0.4550833333333333 }, "related_data": {} } } }, { "添加表单": { "data": { "uuid": "python-5-507", "seg": [ [ [ "添加", "表单" ] ] ], "level": { "min": 0.4550833333333333, "max": 0.4551666666666666 }, "related_data": {} } } }, { "添加Datastore服务": { "data": { "uuid": "python-5-508", "seg": [ [ [ "添加", "datastore", "服务" ] ] ], "level": { "min": 0.4551666666666666, "max": 0.45525 }, "related_data": {} } } }, { "迭代改进": { "data": { "uuid": "python-5-509", "seg": [ [ [ "迭代", "改进" ] ] ], "level": { "min": 0.45525, "max": 0.4553333333333333 }, "related_data": {} } } }, { "开发/SDK控制台": { "data": { "uuid": "python-5-510", "seg": [ [ [ "开发", "sdk", "控制台" ] ] ], "level": { "min": 0.4553333333333333, "max": 0.45541666666666664 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1091092_1298367@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_773680_837775@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-850", "seg": [ [ [ "hello", "world", "改成", "博客" ] ] ], "level": { "min": 0.45499999999999996, "max": 0.45541666666666664 }, "related_data": {} } } }, { "添加Memcache服务": { "data": { "uuid": "python-4-851", "seg": [ [ [ "添加", "memcache", "服务" ] ] ], "level": { "min": 0.45541666666666664, "max": 0.4558333333333333 }, "related_data": {} } } }, { "添加用户服务": { "children": [ { "Google账号验证": { "data": { "uuid": "python-5-511", "seg": [ [ [ "google", "账号", "验证" ] ] ], "level": { "min": 0.4558333333333333, "max": 0.4560416666666667 }, "related_data": {} } } }, { "联合验证": { "data": { "uuid": "python-5-512", "seg": [ [ [ "联合", "验证" ] ] ], "level": { "min": 0.4560416666666667, "max": 0.45625 }, "related_data": {} } } } ], "data": { "uuid": "python-4-852", "seg": [ [ [ "添加", "用户服务" ] ] ], "level": { "min": 0.4558333333333333, "max": 0.45625 }, "related_data": {} } } }, { "远程API shell": { "data": { "uuid": "python-4-853", "seg": [ [ [ "远程", "api", "shell" ] ] ], "level": { "min": 0.45625, "max": 0.45666666666666667 }, "related_data": {} } } }, { "问与答(Python实现)": { "data": { "uuid": "python-4-854", "seg": [ [ [ "问与答", "python" ] ] ], "level": { "min": 0.45666666666666667, "max": 0.45708333333333334 }, "related_data": {} } } }, { "使用XMPP发送即时消息": { "data": { "uuid": "python-4-855", "seg": [ [ [ "xmpp", "发送", "即时消息" ] ] ], "level": { "min": 0.45708333333333334, "max": 0.4575 }, "related_data": {} } } }, { "处理图片": { "data": { "uuid": "python-4-856", "seg": [ [ [ "图片" ] ] ], "level": { "min": 0.4575, "max": 0.4579166666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7438990_53412450@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459349_53444221@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442696_53419721@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414390_53367057@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_374275_403137@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_752546_806642@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7448299_53428436@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7404178_53352993@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7400316_53348162@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "任务队列(非定期任务)": { "children": [ { "配置app.yaml": { "data": { "uuid": "python-5-513", "seg": [ [ [ "配置", "app", "yaml" ] ] ], "level": { "min": 0.4579166666666667, "max": 0.4580208333333334 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7423874_53384240@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "116900415@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "其他任务创建选项": { "data": { "uuid": "python-5-514", "seg": [ [ [ "创建", "选项" ] ] ], "level": { "min": 0.4580208333333334, "max": 0.458125 }, "related_data": {} } } }, { "将发送电子邮件作为任务": { "data": { "uuid": "python-5-515", "seg": [ [ [ "发送", "电子邮件", "将发送" ] ] ], "level": { "min": 0.458125, "max": 0.4582291666666667 }, "related_data": {} } } }, { "deferred包": { "data": { "uuid": "python-5-516", "seg": [ [ [ "deferred", "包" ] ] ], "level": { "min": 0.4582291666666667, "max": 0.45833333333333337 }, "related_data": {} } } } ], "data": { "uuid": "python-4-857", "seg": [ [ [ "队列", "定期", "任务队列", "非定期" ] ] ], "level": { "min": 0.4579166666666667, "max": 0.45833333333333337 }, "related_data": {} } } }, { "使用Appstats进行分析": { "children": [ { "在app.yaml中添加标准处理程序": { "data": { "uuid": "python-5-517", "seg": [ [ [ "app", "yaml", "添加", "标准", "处理程序", "标准处理程序" ] ] ], "level": { "min": 0.45833333333333337, "max": 0.4584722222222222 }, "related_data": {} } } }, { "添加自定义Admin Console页面": { "data": { "uuid": "python-5-518", "seg": [ [ [ "添加", "自定义", "admin", "console", "页面" ] ] ], "level": { "min": 0.4584722222222222, "max": 0.45861111111111114 }, "related_data": {} } } }, { "作为内置界面启用界面": { "data": { "uuid": "python-5-519", "seg": [ [ [ "内置", "界面", "启用", "内置界面" ] ] ], "level": { "min": 0.45861111111111114, "max": 0.45875 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "106649043@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-858", "seg": [ [ [ "appstats", "分析" ] ] ], "level": { "min": 0.45833333333333337, "max": 0.45875 }, "related_data": {} } } }, { "URLfetch服务": { "data": { "uuid": "python-4-859", "seg": [ [ [ "urlfetch", "服务" ] ] ], "level": { "min": 0.45875, "max": 0.45916666666666667 }, "related_data": {} } } }, { "问与答(无Python实现)": { "children": [ { "Cron服务(计划任务作业)": { "data": { "uuid": "python-5-520", "seg": [ [ [ "cron", "服务", "计划", "计划任务", "任务作业" ] ] ], "level": { "min": 0.45916666666666667, "max": 0.4593055555555556 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "117513385@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "预热请求": { "data": { "uuid": "python-5-521", "seg": [ [ [ "预热" ] ] ], "level": { "min": 0.4593055555555556, "max": 0.45944444444444443 }, "related_data": {} } } }, { "DoS保护": { "data": { "uuid": "python-5-522", "seg": [ [ [ "dos", "保护" ] ] ], "level": { "min": 0.45944444444444443, "max": 0.45958333333333334 }, "related_data": {} } } } ], "data": { "uuid": "python-4-860", "seg": [ [ [ "问与答", "python" ] ] ], "level": { "min": 0.45916666666666667, "max": 0.45958333333333334 }, "related_data": {} } } }, { "厂商锁定": { "data": { "uuid": "python-4-861", "seg": [ [ [ "厂商", "锁定" ] ] ], "level": { "min": 0.45958333333333334, "max": 0.46 }, "related_data": {} } } } ], "data": { "uuid": "python-3-144", "seg": [ [ [ "云", "计算" ] ], [ [ "google", "app", "engine" ] ] ], "level": { "min": 0.4533333333333333, "max": 0.46 }, "related_data": {} } } }, { "Web服务": { "children": [ { "Yahoo!金融股票报价服务器": { "data": { "uuid": "python-4-862", "seg": [ [ [ "yahoo", "!", "金融", "股票", "报价", "服务器", "金融股票", "股票报价", "报价服务器" ] ] ], "level": { "min": 0.46, "max": 0.4633333333333334 }, "related_data": {} } } }, { "Twitter微博": { "children": [ { "社交网络": { "data": { "uuid": "python-5-523", "seg": [ [ [ "社交", "网络", "社交网络" ] ] ], "level": { "min": 0.4633333333333334, "max": 0.4644444444444445 }, "related_data": {} } } }, { "稍微长一点的API组合应用示例": { "data": { "uuid": "python-5-524", "seg": [ [ [ "稍微", "长", "api", "组合", "示例" ] ] ], "level": { "min": 0.4644444444444445, "max": 0.46555555555555556 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_713334_704677@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "额外在线资源": { "data": { "uuid": "python-5-525", "seg": [ [ [ "额外", "资源" ] ] ], "level": { "min": 0.46555555555555556, "max": 0.4666666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-4-863", "seg": [ [ [ "twitter", "微", "博" ] ] ], "level": { "min": 0.4633333333333334, "max": 0.4666666666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_170090_46380@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "108301585@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-145", "seg": [ [ [ "web", "服务" ] ] ], "level": { "min": 0.46, "max": 0.4666666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-2-6", "seg": [ [ [ "web", "开发" ] ] ], "level": { "min": 0.39999999999999997, "max": 0.4666666666666667 }, "related_data": {} } } }, { "网络爬虫": { "children": [ { "基础概念": { "children": [ { "什么是网络爬虫": { "data": { "uuid": "python-4-864", "seg": [ [ [ "网络", "爬虫", "网络爬虫" ] ] ], "level": { "min": 0.4666666666666667, "max": 0.46726190476190477 }, "related_data": {} } } }, { "HTML与DOM树分析": { "data": { "uuid": "python-4-865", "seg": [ [ [ "html" ], [ "dom", "树", "分析" ] ] ], "level": { "min": 0.46726190476190477, "max": 0.46785714285714286 }, "related_data": {} } } }, { "常用网络爬虫工具": { "data": { "uuid": "python-4-866", "seg": [ [ [ "网络", "爬虫", "工具", "网络爬虫", "爬虫工具" ] ] ], "level": { "min": 0.46785714285714286, "max": 0.46845238095238095 }, "related_data": {} } } }, { "相关法律及注意事项": { "data": { "uuid": "python-4-867", "seg": [ [ [ "相关", "法律" ], [ "注意事项" ] ] ], "level": { "min": 0.46845238095238095, "max": 0.46904761904761905 }, "related_data": {} } } } ], "data": { "uuid": "python-3-146", "seg": [ [ [ "基础", "概念", "基础概念" ] ] ], "level": { "min": 0.4666666666666667, "max": 0.46904761904761905 }, "related_data": {} } } }, { "urllib": { "children": [ { "处理异常": { "data": { "uuid": "python-4-868", "seg": [ [ [ "异常" ] ] ], "level": { "min": 0.46904761904761905, "max": 0.46984126984126984 }, "related_data": {} } } }, { "解析链接": { "data": { "uuid": "python-4-869", "seg": [ [ [ "解析", "链接" ] ] ], "level": { "min": 0.46984126984126984, "max": 0.47063492063492063 }, "related_data": {} } } }, { "分析Robots协议": { "data": { "uuid": "python-4-870", "seg": [ [ [ "分析", "robots", "协议" ] ] ], "level": { "min": 0.47063492063492063, "max": 0.4714285714285714 }, "related_data": {} } } } ], "data": { "uuid": "python-3-147", "seg": [ [ [ "urllib" ] ] ], "level": { "min": 0.46904761904761905, "max": 0.4714285714285714 }, "related_data": {} } } }, { "正则表达式": { "children": [ { "RE(Regular Expression )": { "data": { "uuid": "python-4-871", "seg": [ [ [ "re", "regular", "expression" ] ] ], "level": { "min": 0.4714285714285714, "max": 0.4717687074829932 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7401679_53349426@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "基础语法": { "data": { "uuid": "python-4-872", "seg": [ [ [ "基础", "语法", "基础语法" ] ] ], "level": { "min": 0.4717687074829932, "max": 0.47210884353741495 }, "related_data": {} } } }, { "标签匹配常用规则": { "data": { "uuid": "python-4-873", "seg": [ [ [ "标签", "匹配", "规则" ] ] ], "level": { "min": 0.47210884353741495, "max": 0.47244897959183674 }, "related_data": {} } } }, { "简介/动机": { "data": { "uuid": "python-4-874", "seg": [ [ [ "简介", "动机" ] ] ], "level": { "min": 0.47244897959183674, "max": 0.4727891156462585 }, "related_data": {} } } }, { "特殊符号和字符": { "children": [ { "使用择一匹配符号匹配多个正则表达式模式": { "data": { "uuid": "python-5-526", "seg": [ [ [ "择", "匹配", "符号", "正则表达式", "模式" ] ] ], "level": { "min": 0.4727891156462585, "max": 0.47282690854119425 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7405279_53354521@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_761083_818354@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7435322_53405812@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_784911_859305@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435542_53406438@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7406575_53356078@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_767572_827245@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "匹配任意单个字符": { "data": { "uuid": "python-5-527", "seg": [ [ [ "匹配", "任意", "单个", "字符" ] ] ], "level": { "min": 0.47282690854119425, "max": 0.47286470143612996 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_190510_91081@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1006707_1189937@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_366278_390476@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7454693_53437382@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1048886_1246358@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_701961_592060@8", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "从字符串起始或者结尾或者单词边界匹配": { "data": { "uuid": "python-5-528", "seg": [ [ [ "字符串", "起始", "结尾", "单词", "边界", "匹配", "单词边界" ] ] ], "level": { "min": 0.47286470143612996, "max": 0.47290249433106574 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7434541_53404950@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "创建字符集": { "data": { "uuid": "python-5-529", "seg": [ [ [ "创建", "字符集" ] ] ], "level": { "min": 0.47290249433106574, "max": 0.4729402872260015 }, "related_data": {} } } }, { "限定范围和否定": { "data": { "uuid": "python-5-530", "seg": [ [ [ "限定" ], [ "否定" ] ] ], "level": { "min": 0.4729402872260015, "max": 0.4729780801209372 }, "related_data": {} } } }, { "使用闭包操作符实现存在性和频数匹配": { "data": { "uuid": "python-5-531", "seg": [ [ [ "闭", "包", "操作符", "性" ], [ "频数", "匹配" ] ] ], "level": { "min": 0.4729780801209372, "max": 0.473015873015873 }, "related_data": {} } } }, { "表示字符集的特殊字符": { "data": { "uuid": "python-5-532", "seg": [ [ [ "字符集", "特殊字符" ] ] ], "level": { "min": 0.473015873015873, "max": 0.4730536659108088 }, "related_data": {} } } }, { "使用圆括号指定分组": { "data": { "uuid": "python-5-533", "seg": [ [ [ "圆括号", "指定", "分组" ] ] ], "level": { "min": 0.4730536659108088, "max": 0.4730914588057445 }, "related_data": {} } } }, { "扩展表示法": { "data": { "uuid": "python-5-534", "seg": [ [ [ "扩展", "表示法" ] ] ], "level": { "min": 0.4730914588057445, "max": 0.47312925170068026 }, "related_data": {} } } } ], "data": { "uuid": "python-4-875", "seg": [ [ [ "特殊符号" ], [ "字符" ] ] ], "level": { "min": 0.4727891156462585, "max": 0.47312925170068026 }, "related_data": {} } } }, { "一些正则表达式示例": { "data": { "uuid": "python-4-876", "seg": [ [ [ "正则表达式", "示例" ] ] ], "level": { "min": 0.47312925170068026, "max": 0.473469387755102 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_382962_418431@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_740439_777853@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7410924_53361808@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1095585_1307055@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448938_53429049@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_355657_373057@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "更长的正则表达式示例": { "data": { "uuid": "python-4-877", "seg": [ [ [ "长", "正则表达式", "示例" ] ] ], "level": { "min": 0.473469387755102, "max": 0.4738095238095238 }, "related_data": {} } } } ], "data": { "uuid": "python-3-148", "seg": [ [ [ "正则表达式" ] ] ], "level": { "min": 0.4714285714285714, "max": 0.4738095238095238 }, "related_data": {} } } }, { "Beautiful Soup": { "children": [ { "Beautiful Soup简介": { "data": { "uuid": "python-4-878", "seg": [ [ [ "beaut", "if", "ul", "soup", "简介" ] ] ], "level": { "min": 0.4738095238095238, "max": 0.47428571428571425 }, "related_data": {} } } }, { "安装配置": { "data": { "uuid": "python-4-879", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.47428571428571425, "max": 0.4747619047619048 }, "related_data": {} } } }, { "Beautiful Soup对象": { "data": { "uuid": "python-4-880", "seg": [ [ [ "beaut", "if", "ul", "soup", "对象" ] ] ], "level": { "min": 0.4747619047619048, "max": 0.47523809523809524 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7463735_53449864@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7443152_53420192@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_649999_458243@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_377191_407648@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_892173_1030643@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_807188_902604@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_211342_151179@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_747913_799558@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_727955_739773@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7402070_53349691@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_348117_354645@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_754421_811274@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7440623_53416033@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "52593024@scipy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108712976@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82888060@unittest@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83011614@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "46279915@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53932775@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100090828@unittest@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107221509@unittest@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84649977@django@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "元素定位": { "data": { "uuid": "python-4-881", "seg": [ [ [ "元素", "定位", "元素定位" ] ] ], "level": { "min": 0.47523809523809524, "max": 0.47571428571428576 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451149_53432181@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "文档树遍历与搜索": { "data": { "uuid": "python-4-882", "seg": [ [ [ "文档", "树", "遍历" ], [ "搜索" ] ] ], "level": { "min": 0.47571428571428576, "max": 0.4761904761904762 }, "related_data": {} } } } ], "data": { "uuid": "python-3-149", "seg": [ [ [ "beaut", "if", "ul", "soup" ] ] ], "level": { "min": 0.4738095238095238, "max": 0.4761904761904762 }, "related_data": {} } } }, { "lxml": { "children": [ { "安装配置": { "data": { "uuid": "python-4-883", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.4761904761904762, "max": 0.4765873015873016 }, "related_data": {} } } }, { "lxml.etree": { "data": { "uuid": "python-4-884", "seg": [ [ [ "lxml", "etree" ] ] ], "level": { "min": 0.4765873015873016, "max": 0.476984126984127 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_754198_809252@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "XPath选择器": { "data": { "uuid": "python-4-885", "seg": [ [ [ "xpath", "选择器" ] ] ], "level": { "min": 0.476984126984127, "max": 0.4773809523809524 }, "related_data": {} } } }, { "find/findall": { "data": { "uuid": "python-4-886", "seg": [ [ [ "find", "findall" ] ] ], "level": { "min": 0.4773809523809524, "max": 0.4777777777777778 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_208443_144450@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413252_53365136@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1057987_1255194@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "CSS选择器": { "data": { "uuid": "python-4-887", "seg": [ [ [ "css", "选择器" ] ] ], "level": { "min": 0.4777777777777778, "max": 0.4781746031746032 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "111351384@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "解析HTML": { "data": { "uuid": "python-4-888", "seg": [ [ [ "解析", "html" ] ] ], "level": { "min": 0.4781746031746032, "max": 0.4785714285714286 }, "related_data": {} } } } ], "data": { "uuid": "python-3-150", "seg": [ [ [ "lxml" ] ] ], "level": { "min": 0.4761904761904762, "max": 0.4785714285714286 }, "related_data": {} } } }, { "requests": { "children": [ { "安装配置": { "data": { "uuid": "python-4-889", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.4785714285714286, "max": 0.4787878787878788 }, "related_data": {} } } }, { "发送请求与HTTP请求类型": { "data": { "uuid": "python-4-890", "seg": [ [ [ "发送" ], [ "http", "类型" ] ] ], "level": { "min": 0.4787878787878788, "max": 0.47900432900432904 }, "related_data": {} } } }, { "传递URL参数": { "data": { "uuid": "python-4-891", "seg": [ [ [ "传递", "url", "参数" ] ] ], "level": { "min": 0.47900432900432904, "max": 0.4792207792207792 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_774861_838822@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1093257_1302452@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "响应内容": { "data": { "uuid": "python-4-892", "seg": [ [ [ "响应", "内容" ] ] ], "level": { "min": 0.4792207792207792, "max": 0.47943722943722944 }, "related_data": {} } } }, { "定制请求头": { "data": { "uuid": "python-4-893", "seg": [ [ [ "定制", "头" ] ] ], "level": { "min": 0.47943722943722944, "max": 0.47965367965367967 }, "related_data": {} } } }, { "响应状态码": { "data": { "uuid": "python-4-894", "seg": [ [ [ "响应", "状态", "码", "状态码" ] ] ], "level": { "min": 0.47965367965367967, "max": 0.4798701298701299 }, "related_data": {} } } }, { "Cookie": { "data": { "uuid": "python-4-895", "seg": [ [ [ "cookie" ] ] ], "level": { "min": 0.4798701298701299, "max": 0.4800865800865801 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_752483_806545@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7415720_53369306@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_770642_832598@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7396625_53342170@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "POST请求": { "data": { "uuid": "python-4-896", "seg": [ [ [ "post" ] ] ], "level": { "min": 0.4800865800865801, "max": 0.48030303030303034 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7423932_53384321@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_687711_551865@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_391843_434731@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_4647458_29331787@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_765257_824115@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_172553_50263@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1587676_6273215@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_682674_537528@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7422520_53381132@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444289_53422492@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_196255_107892@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_763724_822318@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1092315_1300314@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_4646480_29330087@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413561_53365704@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "身份认证": { "data": { "uuid": "python-4-897", "seg": [ [ [ "身份", "认证" ] ] ], "level": { "min": 0.48030303030303034, "max": 0.4805194805194805 }, "related_data": {} } } }, { "基本用法": { "data": { "uuid": "python-4-898", "seg": [ [ [ "用法", "基本用法" ] ] ], "level": { "min": 0.4805194805194805, "max": 0.48073593073593074 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "82851661@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51514389@list@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "高级用法": { "data": { "uuid": "python-4-899", "seg": [ [ [ "高级", "用法" ] ] ], "level": { "min": 0.48073593073593074, "max": 0.48095238095238096 }, "related_data": {} } } } ], "data": { "uuid": "python-3-151", "seg": [ [ [ "requests" ] ] ], "level": { "min": 0.4785714285714286, "max": 0.48095238095238096 }, "related_data": {} } } }, { "Selenium": { "children": [ { "Selenium简介": { "data": { "uuid": "python-4-900", "seg": [ [ [ "selenium", "简介" ] ] ], "level": { "min": 0.48095238095238096, "max": 0.48125 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_205499_136603@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_684996_544033@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1061932_1259781@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_685636_546385@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_755595_811113@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7416461_53370578@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7398853_53345968@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_695019_576496@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1050905_1248037@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_713146_704846@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_662288_477747@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_859125_987810@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455930_53443251@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_748487_800482@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1058951_1256342@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4647453_29331749@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7400634_53348664@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1096941_1309750@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_753612_808957@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_697569_583549@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_782396_862518@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7419633_53377136@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_205490_136019@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414357_53366971@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1092017_1299747@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_755304_810849@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7441315_53417286@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_762607_820862@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_3323790_22615435@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7404337_53353152@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1083847_1290198@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7401200_53348995@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_713871_705858@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7417857_53373848@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7414333_53367231@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7400152_53347939@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7431518_53399933@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_690663_561258@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_6209812_43249400@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429315_53396232@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_773832_837972@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445096_53423741@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7424952_53386154@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429594_53396524@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1102624_1317094@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1097641_1311380@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7462457_53447951@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1056312_1253477@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_713586_705204@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "115740613@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82754743@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "98039438@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82775528@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115680676@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87930124@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90548848@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79475388@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103412333@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107823600@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8544810@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89740808@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113849069@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79167989@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "98477312@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "74002246@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99126229@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80943843@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "67639423@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52215282@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54692114@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86498159@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80488705@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "66478675@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108945691@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108872582@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "68484368@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102065742@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "98477312@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115439387@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86609879@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77649802@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77645216@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80488705@pip@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112773400@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112002460@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111881654@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111941413@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112802774@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8831896@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111578458@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86617212@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "70159538@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81947879@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8549542@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53374832@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "62045846@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111107139@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78933910@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107059866@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86616347@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "69945381@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82625454@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70224870@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51850929@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85255891@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81950593@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52559711@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "69569589@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52888262@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52385401@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113060387@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70141624@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79554542@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52997070@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84987774@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111664618@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86617212@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108918271@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "114994086@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89005752@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52559711@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111107139@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80593058@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107334574@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85986029@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79485003@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116463040@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80085336@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109577345@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85232595@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85065104@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77933014@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52246012@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81480146@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "76572411@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83307208@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79457867@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103339273@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117048850@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53380373@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108716631@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51746512@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78481102@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52204529@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89289694@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102890725@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112158343@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80598289@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112911103@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117741552@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117741552@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83717669@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70198676@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103431368@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "64126254@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106870069@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108670926@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53669834@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78803230@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70174276@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79950936@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52305176@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114213199@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52615123@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70570140@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "97107124@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "68485981@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "42581261@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100703541@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "71079363@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106615639@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108951825@unittest@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117093818@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117741135@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "91892646@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6891292@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8041112@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115898831@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112995418@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103404236@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103711670@selenium@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108310700@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112605348@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116944941@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72331737@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108561601@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113762151@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "47613239@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52544521@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86771656@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51611455@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "64129041@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109549149@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70238473@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "67633536@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106482043@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "114790746@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "70597371@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116765833@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111075448@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80114065@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117329878@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91994189@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107634627@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109129205@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108924488@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "101517744@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "70238473@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51096531@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "114790746@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77672939@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81252588@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89221821@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102716277@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53925298@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113358417@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108170411@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118104250@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70269965@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "71106900@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "68947429@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70141573@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84634302@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79514790@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52439546@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117388170@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51954203@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84103921@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80310228@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77403022@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51896672@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "76152620@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108834770@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "65454285@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104142932@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77651488@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109146763@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109022479@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115586194@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "96714304@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109180320@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117267056@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "56852697@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114999933@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118072409@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110326518@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104310709@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111351129@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104310709@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111566307@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88049893@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117600773@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80152899@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "70238979@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52789954@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108569340@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115075324@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83574989@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109323204@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70157011@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70460305@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108569340@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "48854535@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112172314@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113185737@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115841484@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109883016@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117850941@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51901579@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70305886@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52541680@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52856200@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70171401@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114255426@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100179696@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115053245@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100127223@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117448063@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108583626@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80817552@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "106334931@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8123926@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51926145@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103543750@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78664736@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70272048@unittest@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "98476735@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109380308@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117326682@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108316118@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50720436@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80558274@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113830412@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79514908@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111405329@selenium@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103379143@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80580066@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70243441@selenium@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103379143@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118641320@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90702969@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51231852@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "65445722@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118444417@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115213945@selenium@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "安装配置": { "data": { "uuid": "python-4-901", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.48125, "max": 0.48154761904761906 }, "related_data": {} } } }, { "单元素定位(find_element_id/name/xpath)": { "data": { "uuid": "python-4-902", "seg": [ [ [ "单", "元素", "定位", "find", "element", "id", "name", "xpath", "单元素", "元素定位" ] ] ], "level": { "min": 0.48154761904761906, "max": 0.4818452380952381 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_755569_811203@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "83011110@selenium@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "98580579@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110221373@selenium@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "多元素定位(find_elements_id/name/xpath)": { "data": { "uuid": "python-4-903", "seg": [ [ [ "元素", "定位", "find", "elements", "id", "name", "xpath", "元素定位" ] ] ], "level": { "min": 0.4818452380952381, "max": 0.48214285714285715 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1051556_1248915@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1034280_1229508@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1095308_1306531@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1101987_1316432@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_814466_910105@8", "cluster_num": 0 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "68489278@selenium@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51685569@selenium@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111948947@unittest@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "常用方法和属性": { "children": [ { "可管理属性创建": { "data": { "uuid": "python-5-535", "seg": [ [ [ "管理", "属性", "创建" ] ] ], "level": { "min": 0.48214285714285715, "max": 0.48220238095238094 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_780083_849310@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_755033_810294@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7443270_53420343@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1061469_1259323@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_659631_473394@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7458332_53442871@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1058519_1255841@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "延迟计算属性": { "data": { "uuid": "python-5-536", "seg": [ [ [ "延迟", "计算", "属性" ] ] ], "level": { "min": 0.48220238095238094, "max": 0.4822619047619048 }, "related_data": {} } } }, { "属性的代理访问": { "data": { "uuid": "python-5-537", "seg": [ [ [ "属性", "代理", "访问" ] ] ], "level": { "min": 0.4822619047619048, "max": 0.48232142857142857 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7429847_53396777@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409419_53359857@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1034072_1229420@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "创建用于计算的属性": { "data": { "uuid": "python-5-538", "seg": [ [ [ "创建", "用于", "计算", "属性" ] ] ], "level": { "min": 0.48232142857142857, "max": 0.4823809523809524 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_679279_525937@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "为属性添加安全保护机制": { "data": { "uuid": "python-5-539", "seg": [ [ [ "属性", "添加", "保护", "机制" ] ] ], "level": { "min": 0.4823809523809524, "max": 0.4824404761904762 }, "related_data": {} } } } ], "data": { "uuid": "python-4-904", "seg": [ [ [ "方法" ], [ "属性" ] ] ], "level": { "min": 0.48214285714285715, "max": 0.4824404761904762 }, "related_data": {} } } }, { "键盘和鼠标操作": { "data": { "uuid": "python-4-905", "seg": [ [ [ "键盘" ], [ "鼠标", "操作" ] ] ], "level": { "min": 0.4824404761904762, "max": 0.48273809523809524 }, "related_data": {} } } }, { "WebDriver API": { "data": { "uuid": "python-4-906", "seg": [ [ [ "webdriver", "api" ] ] ], "level": { "min": 0.48273809523809524, "max": 0.4830357142857143 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7457773_53444167@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_365324_388330@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_729159_741885@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_2072943_15672082@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_932000_1067512@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_677365_533575@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_766260_825408@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427274_53391428@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1095331_1306601@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7406568_53358136@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "6940245@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "表单交互": { "data": { "uuid": "python-4-907", "seg": [ [ [ "表单", "交互" ] ] ], "level": { "min": 0.4830357142857143, "max": 0.48333333333333334 }, "related_data": {} } } } ], "data": { "uuid": "python-3-152", "seg": [ [ [ "selenium" ] ] ], "level": { "min": 0.48095238095238096, "max": 0.48333333333333334 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7439772_53414502@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444444_53423148@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Scrapy框架": { "children": [ { "Scrapy简介": { "data": { "uuid": "python-4-908", "seg": [ [ [ "scrapy", "简介" ] ] ], "level": { "min": 0.48333333333333334, "max": 0.48345238095238097 }, "related_data": {} } } }, { "安装配置": { "data": { "uuid": "python-4-909", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.48345238095238097, "max": 0.4835714285714286 }, "related_data": {} } } }, { "Scrapy框架组成": { "data": { "uuid": "python-4-910", "seg": [ [ [ "scrapy", "框架" ] ] ], "level": { "min": 0.4835714285714286, "max": 0.48369047619047617 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_864146_1008920@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1069899_1271082@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7436291_53407876@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1060422_1258109@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_246175_237399@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "Item Pipeline": { "data": { "uuid": "python-4-911", "seg": [ [ [ "item", "pipeline" ] ] ], "level": { "min": 0.48369047619047617, "max": 0.4838095238095238 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451131_53432232@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "77917881@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7681380@list@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Downloader": { "data": { "uuid": "python-4-912", "seg": [ [ [ "downloader" ] ] ], "level": { "min": 0.4838095238095238, "max": 0.48392857142857143 }, "related_data": {} } } }, { "Spiders": { "data": { "uuid": "python-4-913", "seg": [ [ [ "spiders" ] ] ], "level": { "min": 0.48392857142857143, "max": 0.48404761904761906 }, "related_data": {} } } }, { "Scheduler": { "data": { "uuid": "python-4-914", "seg": [ [ [ "scheduler" ] ] ], "level": { "min": 0.48404761904761906, "max": 0.4841666666666667 }, "related_data": {} } } }, { "Scrapy框架介绍": { "data": { "uuid": "python-4-915", "seg": [ [ [ "scrapy", "框架", "介绍" ] ] ], "level": { "min": 0.4841666666666667, "max": 0.48428571428571426 }, "related_data": {} } } }, { "Scrapy入门": { "data": { "uuid": "python-4-916", "seg": [ [ [ "scrapy", "入门" ] ] ], "level": { "min": 0.48428571428571426, "max": 0.4844047619047619 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_383654_419220@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_211544_151579@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7418184_53374052@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7434858_53405383@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1096070_1308002@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7434575_53405198@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7398176_53344065@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_942820_1098375@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_765164_824280@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_761571_823600@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_240847_226261@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7419967_53379013@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1058361_1255745@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "52098588@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Selector的用法": { "data": { "uuid": "python-4-917", "seg": [ [ [ "selector", "用法" ] ] ], "level": { "min": 0.4844047619047619, "max": 0.4845238095238095 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_754765_809848@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Spider的用法": { "data": { "uuid": "python-4-918", "seg": [ [ [ "spider", "用法" ] ] ], "level": { "min": 0.4845238095238095, "max": 0.48464285714285715 }, "related_data": {} } } }, { "Downloader Middleware的用法": { "data": { "uuid": "python-4-919", "seg": [ [ [ "downloader", "middleware", "用法" ] ] ], "level": { "min": 0.48464285714285715, "max": 0.4847619047619048 }, "related_data": {} } } }, { "Spider Middleware的用法": { "data": { "uuid": "python-4-920", "seg": [ [ [ "spider", "middleware", "用法" ] ] ], "level": { "min": 0.4847619047619048, "max": 0.48488095238095236 }, "related_data": {} } } }, { "Item Pipeline的用法": { "data": { "uuid": "python-4-921", "seg": [ [ [ "item", "pipeline", "用法" ] ] ], "level": { "min": 0.48488095238095236, "max": 0.485 }, "related_data": {} } } }, { "Scrapy对接Selenium": { "data": { "uuid": "python-4-922", "seg": [ [ [ "scrapy", "对接", "selenium" ] ] ], "level": { "min": 0.485, "max": 0.4851190476190476 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1093671_1303392@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1093668_1303799@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79773870@selenium@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84137519@selenium@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100552598@selenium@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113428996@selenium@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "Scrapy对接Splash": { "data": { "uuid": "python-4-923", "seg": [ [ [ "scrapy", "对接", "splash" ] ] ], "level": { "min": 0.4851190476190476, "max": 0.48523809523809525 }, "related_data": {} } } }, { "Scrapy通用爬虫": { "data": { "uuid": "python-4-924", "seg": [ [ [ "scrapy", "通用", "爬虫" ] ] ], "level": { "min": 0.48523809523809525, "max": 0.4853571428571429 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_757267_837865@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_724246_768617@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425797_53387797@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1091167_1298646@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1078656_1283150@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1069889_1271069@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "52689144@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Scrapyrt的使用": { "data": { "uuid": "python-4-925", "seg": [ [ [ "scrapyrt" ] ] ], "level": { "min": 0.4853571428571429, "max": 0.48547619047619045 }, "related_data": {} } } }, { "Scrapy对接Docker": { "data": { "uuid": "python-4-926", "seg": [ [ [ "scrapy", "对接", "docker" ] ] ], "level": { "min": 0.48547619047619045, "max": 0.4855952380952381 }, "related_data": {} } } }, { "Scrapy爬取新浪微博": { "data": { "uuid": "python-4-927", "seg": [ [ [ "scrapy", "爬取", "新浪", "微", "博" ] ] ], "level": { "min": 0.4855952380952381, "max": 0.4857142857142857 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7448773_53428923@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_743866_789024@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1021180_1213851@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456124_53439642@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7325383@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-153", "seg": [ [ [ "scrapy", "框架" ] ] ], "level": { "min": 0.48333333333333334, "max": 0.4857142857142857 }, "related_data": {} } } }, { "数据存储": { "children": [ { "文件存储": { "children": [ { "TXT文本存储": { "data": { "uuid": "python-5-540", "seg": [ [ [ "txt", "文本", "存储" ] ] ], "level": { "min": 0.4857142857142857, "max": 0.4859126984126984 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1103628_1317996@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_380993_414331@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_959590_1107297@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_234697_212125@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_768355_828452@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_697827_584246@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_235201_213566@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_763820_822374@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7403541_53352081@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7445215_53423774@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_235166_213464@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_764164_823018@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7399890_53347457@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7410411_53361156@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7440092_53415020@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769554_830460@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7440560_53415878@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_177164_59908@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7462712_53448361@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_751223_804777@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7400554_53348814@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7417402_53372562@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7419454_53376688@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_769497_830388@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1061518_1259426@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_760399_817180@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438963_53412427@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1062644_1260620@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_756300_811579@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1104352_20536081@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1095295_1306489@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7441357_53417413@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7462719_53448401@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425071_53386910@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7441504_53417726@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "76549256@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "JSON文件存储": { "data": { "uuid": "python-5-541", "seg": [ [ [ "json", "文件", "存储" ] ] ], "level": { "min": 0.4859126984126984, "max": 0.4861111111111111 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7417450_53372686@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_750769_804067@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "CSV文件存储": { "data": { "uuid": "python-5-542", "seg": [ [ [ "csv", "文件", "存储" ] ] ], "level": { "min": 0.4861111111111111, "max": 0.4863095238095238 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7417591_53372876@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453987_53436657@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7404006_53352798@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7403364_53351766@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-928", "seg": [ [ [ "文件", "存储" ] ] ], "level": { "min": 0.4857142857142857, "max": 0.4863095238095238 }, "related_data": {} } } }, { "数据库存储": { "data": { "uuid": "python-4-929", "seg": [ [ [ "数据库", "存储" ] ] ], "level": { "min": 0.4863095238095238, "max": 0.4869047619047619 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_758094_813841@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "关系型数据库存储": { "children": [ { "MySQL的存储": { "data": { "uuid": "python-5-543", "seg": [ [ [ "mysql", "存储" ] ] ], "level": { "min": 0.4869047619047619, "max": 0.4875 }, "related_data": {} } } } ], "data": { "uuid": "python-4-930", "seg": [ [ [ "关系", "数据库", "存储", "关系型" ] ] ], "level": { "min": 0.4869047619047619, "max": 0.4875 }, "related_data": {} } } }, { "非关系型数据库存储": { "children": [ { "MongoDB存储": { "data": { "uuid": "python-5-544", "seg": [ [ [ "mongodb", "存储" ] ] ], "level": { "min": 0.4875, "max": 0.48779761904761904 }, "related_data": {} } } }, { "Redis存储": { "data": { "uuid": "python-5-545", "seg": [ [ [ "redis", "存储" ] ] ], "level": { "min": 0.48779761904761904, "max": 0.4880952380952381 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "113096979@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-931", "seg": [ [ [ "关系", "数据库", "存储", "非关系", "关系型" ] ] ], "level": { "min": 0.4875, "max": 0.4880952380952381 }, "related_data": {} } } } ], "data": { "uuid": "python-3-154", "seg": [ [ [ "数据", "存储" ] ] ], "level": { "min": 0.4857142857142857, "max": 0.4880952380952381 }, "related_data": {} } } }, { "渲染动态网页": { "children": [ { "WebKit/Selenium/headless/PhantomJS": { "data": { "uuid": "python-4-932", "seg": [ [ [ "webkit", "selenium", "headless", "phantomjs" ] ] ], "level": { "min": 0.4880952380952381, "max": 0.49047619047619045 }, "related_data": {} } } } ], "data": { "uuid": "python-3-155", "seg": [ [ [ "渲染", "动态", "网页", "动态网页" ] ] ], "level": { "min": 0.4880952380952381, "max": 0.49047619047619045 }, "related_data": {} } } }, { "表单交互处理": { "data": { "uuid": "python-3-156", "seg": [ [ [ "表单", "交互" ] ] ], "level": { "min": 0.49047619047619045, "max": 0.4928571428571429 }, "related_data": {} } } }, { "超时异常处理": { "children": [ { "timeout": { "data": { "uuid": "python-4-933", "seg": [ [ [ "timeout" ] ] ], "level": { "min": 0.4928571428571429, "max": 0.49523809523809526 }, "related_data": {} } } } ], "data": { "uuid": "python-3-157", "seg": [ [ [ "超时", "异常", "异常处理" ] ] ], "level": { "min": 0.4928571428571429, "max": 0.49523809523809526 }, "related_data": {} } } }, { "验证码处理": { "children": [ { "自动输入/OCR字符识别": { "data": { "uuid": "python-4-934", "seg": [ [ [ "自动", "输入", "ocr", "字符识别" ] ] ], "level": { "min": 0.49523809523809526, "max": 0.4976190476190476 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "108775998@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-158", "seg": [ [ [ "验证码" ] ] ], "level": { "min": 0.49523809523809526, "max": 0.4976190476190476 }, "related_data": {} } } }, { "高并发处理": { "data": { "uuid": "python-3-159", "seg": [ [ [ "高", "并发" ] ] ], "level": { "min": 0.4976190476190476, "max": 0.5 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7443750_53421074@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7432363@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "多线程爬虫": { "data": { "uuid": "python-3-160", "seg": [ [ [ "多线程", "爬虫" ] ] ], "level": { "min": 0.5, "max": 0.5023809523809524 }, "related_data": {} } } }, { "开发环境配置": { "children": [ { "Python 3的安装": { "children": [ { "Windows下的安装": { "data": { "uuid": "python-5-546", "seg": [ [ [ "windows", "安装" ] ] ], "level": { "min": 0.5023809523809524, "max": 0.5024691358024691 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "79724764@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89049146@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77131938@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84328843@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52203682@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91430202@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90488916@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54374986@scipy@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51178104@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "42776957@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50982282@scipy@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Linux下的安装": { "data": { "uuid": "python-5-547", "seg": [ [ [ "linux", "安装" ] ] ], "level": { "min": 0.5024691358024691, "max": 0.5025573192239859 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7438304_53411649@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79300098@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "59106682@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111406658@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82285405@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53994870@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79458561@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86712389@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82262192@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110287992@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112398650@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81701699@virtualenv@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83663641@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90051257@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7592807@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78594346@pip@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82965827@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117573718@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85274861@pip@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103823493@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102615912@tensorflow@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116499903@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Mac下的安装": { "data": { "uuid": "python-5-548", "seg": [ [ [ "mac", "安装" ] ] ], "level": { "min": 0.5025573192239859, "max": 0.5026455026455027 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7459734_53446642@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "51817442@pip@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "17301447@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "97925375@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51547635@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "60335423@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84849607@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102910967@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78181194@pip@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "46745745@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82703533@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80153513@pyqt@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78636742@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77228212@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51832062@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100036179@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "76121683@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78637489@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51830978@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79646367@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80064407@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100674939@pip@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85317826@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-935", "seg": [ [ [ "python", "安装" ] ] ], "level": { "min": 0.5023809523809524, "max": 0.5026455026455027 }, "related_data": {} } } }, { "请求库的安装": { "children": [ { "requests的安装": { "data": { "uuid": "python-5-549", "seg": [ [ [ "requests", "安装" ] ] ], "level": { "min": 0.5026455026455027, "max": 0.502689594356261 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_751015_804469@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_361376_379175@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413326_53365235@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "78104569@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80445577@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77945329@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Selenium的安装": { "data": { "uuid": "python-5-550", "seg": [ [ [ "selenium", "安装" ] ] ], "level": { "min": 0.502689594356261, "max": 0.5027336860670194 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "85083544@selenium@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "ChromeDriver的安装": { "data": { "uuid": "python-5-551", "seg": [ [ [ "chromedriver", "安装" ] ] ], "level": { "min": 0.5027336860670194, "max": 0.5027777777777778 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433969_53404330@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_697389_583100@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "80472064@selenium@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "GeckoDriver的安装": { "data": { "uuid": "python-5-552", "seg": [ [ [ "geckodriver", "安装" ] ] ], "level": { "min": 0.5027777777777778, "max": 0.5028218694885361 }, "related_data": {} } } }, { "PhantomJS的安装": { "data": { "uuid": "python-5-553", "seg": [ [ [ "phantomjs", "安装" ] ] ], "level": { "min": 0.5028218694885361, "max": 0.5028659611992945 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_686807_549071@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "aiohttp的安装": { "data": { "uuid": "python-5-554", "seg": [ [ [ "aiohttp", "安装" ] ] ], "level": { "min": 0.5028659611992945, "max": 0.5029100529100529 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428809_53395164@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-936", "seg": [ [ [ "库", "安装" ] ] ], "level": { "min": 0.5026455026455027, "max": 0.5029100529100529 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_354805_367533@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "解析库的安装": { "children": [ { "lxml的安装": { "data": { "uuid": "python-5-555", "seg": [ [ [ "lxml", "安装" ] ] ], "level": { "min": 0.5029100529100529, "max": 0.5029761904761905 }, "related_data": {} } } }, { "Beautiful Soup的安装": { "data": { "uuid": "python-5-556", "seg": [ [ [ "beaut", "if", "ul", "soup", "安装" ] ] ], "level": { "min": 0.5029761904761905, "max": 0.503042328042328 }, "related_data": {} } } }, { "pyquery的安装": { "data": { "uuid": "python-5-557", "seg": [ [ [ "pyquery", "安装" ] ] ], "level": { "min": 0.503042328042328, "max": 0.5031084656084656 }, "related_data": {} } } }, { "tesserocr的安装": { "data": { "uuid": "python-5-558", "seg": [ [ [ "tesserocr", "安装" ] ] ], "level": { "min": 0.5031084656084656, "max": 0.5031746031746032 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_6131139_41057836@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7432068_53400971@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-937", "seg": [ [ [ "解析", "库", "安装" ] ] ], "level": { "min": 0.5029100529100529, "max": 0.5031746031746032 }, "related_data": {} } } }, { "数据库的安装": { "children": [ { "MySQL的安装": { "data": { "uuid": "python-5-559", "seg": [ [ [ "mysql", "安装" ] ] ], "level": { "min": 0.5031746031746032, "max": 0.5032627865961199 }, "related_data": {} } } }, { "MongoDB的安装": { "data": { "uuid": "python-5-560", "seg": [ [ [ "mongodb", "安装" ] ] ], "level": { "min": 0.5032627865961199, "max": 0.5033509700176367 }, "related_data": {} } } }, { "Redis的安装": { "data": { "uuid": "python-5-561", "seg": [ [ [ "redis", "安装" ] ] ], "level": { "min": 0.5033509700176367, "max": 0.5034391534391535 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "79074421@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51751991@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109015852@pip@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-938", "seg": [ [ [ "数据库", "安装" ] ] ], "level": { "min": 0.5031746031746032, "max": 0.5034391534391535 }, "related_data": {} } } }, { "存储库的安装": { "children": [ { "PyMySQL的安装": { "data": { "uuid": "python-5-562", "seg": [ [ [ "pymysql", "安装" ] ] ], "level": { "min": 0.5034391534391535, "max": 0.5035052910052911 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "82261442@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81449484@pip@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "PyMongo的安装": { "data": { "uuid": "python-5-563", "seg": [ [ [ "pymongo", "安装" ] ] ], "level": { "min": 0.5035052910052911, "max": 0.5035714285714286 }, "related_data": {} } } }, { "redis-py的安装": { "data": { "uuid": "python-5-564", "seg": [ [ [ "redis", "py", "安装" ] ] ], "level": { "min": 0.5035714285714286, "max": 0.503637566137566 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7434952_53405525@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_647666_451734@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "RedisDump的安装": { "data": { "uuid": "python-5-565", "seg": [ [ [ "redisdump", "安装" ] ] ], "level": { "min": 0.503637566137566, "max": 0.5037037037037037 }, "related_data": {} } } } ], "data": { "uuid": "python-4-939", "seg": [ [ [ "存储", "库", "安装" ] ] ], "level": { "min": 0.5034391534391535, "max": 0.5037037037037037 }, "related_data": {} } } }, { "Web库的安装": { "children": [ { "Flask的安装": { "data": { "uuid": "python-5-566", "seg": [ [ [ "flask", "安装" ] ] ], "level": { "min": 0.5037037037037037, "max": 0.5038359788359787 }, "related_data": {} } } }, { "Tornado的安装": { "data": { "uuid": "python-5-567", "seg": [ [ [ "tornado", "安装" ] ] ], "level": { "min": 0.5038359788359787, "max": 0.503968253968254 }, "related_data": {} } } } ], "data": { "uuid": "python-4-940", "seg": [ [ [ "web", "库", "安装" ] ] ], "level": { "min": 0.5037037037037037, "max": 0.503968253968254 }, "related_data": {} } } }, { "App爬取相关库的安装": { "children": [ { "Charles的安装": { "data": { "uuid": "python-5-568", "seg": [ [ [ "charles", "安装" ] ] ], "level": { "min": 0.503968253968254, "max": 0.5040564373897707 }, "related_data": {} } } }, { "mitmproxy的安装": { "data": { "uuid": "python-5-569", "seg": [ [ [ "mitmproxy", "安装" ] ] ], "level": { "min": 0.5040564373897707, "max": 0.5041446208112875 }, "related_data": {} } } }, { "Appium的安装": { "data": { "uuid": "python-5-570", "seg": [ [ [ "appium", "安装" ] ] ], "level": { "min": 0.5041446208112875, "max": 0.5042328042328043 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_197744_112299@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-941", "seg": [ [ [ "app", "爬取", "相关", "库", "安装" ] ] ], "level": { "min": 0.503968253968254, "max": 0.5042328042328043 }, "related_data": {} } } }, { "爬虫框架的安装": { "children": [ { "pyspider的安装": { "data": { "uuid": "python-5-571", "seg": [ [ [ "pyspider", "安装" ] ] ], "level": { "min": 0.5042328042328043, "max": 0.5042989417989419 }, "related_data": {} } } }, { "Scrapy的安装": { "data": { "uuid": "python-5-572", "seg": [ [ [ "scrapy", "安装" ] ] ], "level": { "min": 0.5042989417989419, "max": 0.5043650793650793 }, "related_data": {} } } }, { "Scrapy-Splash的安装": { "data": { "uuid": "python-5-573", "seg": [ [ [ "scrapy", "splash", "安装" ] ] ], "level": { "min": 0.5043650793650793, "max": 0.5044312169312168 }, "related_data": {} } } }, { "Scrapy-Redis的安装": { "data": { "uuid": "python-5-574", "seg": [ [ [ "scrapy", "redis", "安装" ] ] ], "level": { "min": 0.5044312169312168, "max": 0.5044973544973544 }, "related_data": {} } } } ], "data": { "uuid": "python-4-942", "seg": [ [ [ "爬虫", "框架", "安装", "爬虫框架" ] ] ], "level": { "min": 0.5042328042328043, "max": 0.5044973544973544 }, "related_data": {} } } }, { "部署相关库的安装": { "children": [ { "Docker的安装": { "data": { "uuid": "python-5-575", "seg": [ [ [ "docker", "安装" ] ] ], "level": { "min": 0.5044973544973544, "max": 0.5045414462081128 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "52984334@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110674274@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Scrapyd的安装": { "data": { "uuid": "python-5-576", "seg": [ [ [ "scrapyd", "安装" ] ] ], "level": { "min": 0.5045414462081128, "max": 0.5045855379188712 }, "related_data": {} } } }, { "Scrapyd-Client的安装": { "data": { "uuid": "python-5-577", "seg": [ [ [ "scrapyd", "client", "安装" ] ] ], "level": { "min": 0.5045855379188712, "max": 0.5046296296296295 }, "related_data": {} } } }, { "Scrapyd API的安装": { "data": { "uuid": "python-5-578", "seg": [ [ [ "scrapyd", "api", "安装" ] ] ], "level": { "min": 0.5046296296296295, "max": 0.504673721340388 }, "related_data": {} } } }, { "Scrapyrt的安装": { "data": { "uuid": "python-5-579", "seg": [ [ [ "scrapyrt", "安装" ] ] ], "level": { "min": 0.504673721340388, "max": 0.5047178130511464 }, "related_data": {} } } }, { "Gerapy的安装": { "data": { "uuid": "python-5-580", "seg": [ [ [ "gerapy", "安装" ] ] ], "level": { "min": 0.5047178130511464, "max": 0.5047619047619047 }, "related_data": {} } } } ], "data": { "uuid": "python-4-943", "seg": [ [ [ "部署", "相关", "库", "安装" ] ] ], "level": { "min": 0.5044973544973544, "max": 0.5047619047619047 }, "related_data": {} } } } ], "data": { "uuid": "python-3-161", "seg": [ [ [ "开发", "环境", "配置" ] ] ], "level": { "min": 0.5023809523809524, "max": 0.5047619047619047 }, "related_data": {} } } }, { "爬虫基础": { "children": [ { "HTTP基本原理": { "children": [ { "URI和URL": { "data": { "uuid": "python-5-581", "seg": [ [ [ "uri" ], [ "url" ] ] ], "level": { "min": 0.5047619047619047, "max": 0.5048412698412699 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7430199_53397223@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_719861_714505@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427810_53392620@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "8013443@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115366167@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "187882@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "超文本": { "data": { "uuid": "python-5-582", "seg": [ [ [ "超文本" ] ] ], "level": { "min": 0.5048412698412699, "max": 0.5049206349206349 }, "related_data": {} } } }, { "HTTP和HTTPS": { "data": { "uuid": "python-5-583", "seg": [ [ [ "http" ], [ "https" ] ] ], "level": { "min": 0.5049206349206349, "max": 0.505 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "16358315@tornado@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "106736730@pip@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6794213@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "48231141@tornado@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7671201@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50497456@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6314745@descriptor@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1887251@jython@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "HTTP请求过程": { "data": { "uuid": "python-5-584", "seg": [ [ [ "http", "过程" ] ] ], "level": { "min": 0.505, "max": 0.5050793650793651 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7450986_53432049@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445946_53425003@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442207_53419000@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453839_53436522@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7443648_53420843@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453813_53436513@8", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "请求": { "data": { "uuid": "python-5-585", "seg": [ [ [] ] ], "level": { "min": 0.5050793650793651, "max": 0.5051587301587301 }, "related_data": {} } } }, { "响应": { "data": { "uuid": "python-5-586", "seg": [ [ [ "响应" ] ] ], "level": { "min": 0.5051587301587301, "max": 0.5052380952380953 }, "related_data": {} } } } ], "data": { "uuid": "python-4-944", "seg": [ [ [ "http", "基本原理" ] ] ], "level": { "min": 0.5047619047619047, "max": 0.5052380952380953 }, "related_data": {} } } }, { "网页基础": { "children": [ { "网页的组成": { "data": { "uuid": "python-5-587", "seg": [ [ [ "网页" ] ] ], "level": { "min": 0.5052380952380953, "max": 0.5053571428571428 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_660322_474556@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7417878_53373647@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_164266_37881@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450618_53431472@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_960372_1109276@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_771109_833647@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1092994_1301945@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_831188_929764@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445361_53423916@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7439490_53414003@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1099243_1314219@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7408447_53358592@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7422321_53379735@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452362_53434336@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_377055_408002@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7125077_51105069@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_767649_827357@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_6681405_47599511@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_771228_834062@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1103732_1318103@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_767395_827024@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_817990_913360@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "网页的结构": { "data": { "uuid": "python-5-588", "seg": [ [ [ "网页", "结构" ] ] ], "level": { "min": 0.5053571428571428, "max": 0.5054761904761904 }, "related_data": {} } } }, { "节点树及节点间的关系": { "data": { "uuid": "python-5-589", "seg": [ [ [ "节点", "树及", "关系" ] ] ], "level": { "min": 0.5054761904761904, "max": 0.5055952380952381 }, "related_data": {} } } }, { "选择器": { "data": { "uuid": "python-5-590", "seg": [ [ [ "选择器" ] ] ], "level": { "min": 0.5055952380952381, "max": 0.5057142857142857 }, "related_data": {} } } } ], "data": { "uuid": "python-4-945", "seg": [ [ [ "网页", "基础", "网页基础" ] ] ], "level": { "min": 0.5052380952380953, "max": 0.5057142857142857 }, "related_data": {} } } }, { "爬虫的基本原理": { "children": [ { "爬虫概述": { "data": { "uuid": "python-5-591", "seg": [ [ [ "爬虫", "概述" ] ] ], "level": { "min": 0.5057142857142857, "max": 0.5058730158730158 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_720123_714441@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7400947_53349142@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_235454_214439@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_200546_121145@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7409933_53360666@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7451354_53432612@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_806966_902585@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7411487_53411305@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7405027_53354182@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7443585_53420767@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_751470_805201@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7453954_53436613@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442541_53419419@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425542_53387273@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_656896_469354@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_767695_827376@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_768865_829327@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7411867_53362967@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7427547_53392322@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7464915_53451671@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7411554_53362527@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7459239_53444749@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7412235_53363474@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4645344_29327808@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7443492_53420634@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_756379_811524@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1095065_1305889@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_676434_515743@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_691188_562981@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7457731_53442387@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_649588_455356@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7450801_53431912@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7452100_53441596@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7416049_53369766@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_752107_806104@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1059913_1257309@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_753593_808224@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_677627_519844@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_749183_801687@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1059850_1259149@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_757181_812539@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_747849_799436@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7403811_53352485@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_767997_827854@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_758744_814766@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_759502_815809@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_749219_801591@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_755469_811205@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7412824_53364461@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7411229_53362137@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7415311_53368984@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7434147_53404539@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7419257_53376284@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_650202_456713@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_759034_815046@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_889844_1028463@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7434254_53404641@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_725465_730074@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7447888_53427900@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097087_1310208@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_771443_834037@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450573_53431622@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_775643_840412@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7400195_53369366@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456433_53440227@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1061876_1259704@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "110136379@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110200611@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107309591@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118297428@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112802153@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116133325@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "92397575@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100547708@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118118151@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86106916@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108089085@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109961751@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110160627@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110846843@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109133391@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112250291@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118915410@python@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117606176@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117918309@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118915410@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117746831@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118149560@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109217510@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104916551@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117283182@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118145504@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118344618@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "能抓怎样的数据": { "data": { "uuid": "python-5-592", "seg": [ [ [ "抓", "数据" ] ] ], "level": { "min": 0.5058730158730158, "max": 0.506031746031746 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7434252_53404652@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_900102_1036909@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_978354_1138230@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460759_53445859@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "102597598@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "JavaScript渲染页面": { "data": { "uuid": "python-5-593", "seg": [ [ [ "javascript", "渲染", "页面" ] ] ], "level": { "min": 0.506031746031746, "max": 0.5061904761904762 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7411292_53362136@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "8286114@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "1427686@jython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51941605@descriptor@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "587348@jython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7760775@jython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110729511@python@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-946", "seg": [ [ [ "爬虫", "基本原理" ] ] ], "level": { "min": 0.5057142857142857, "max": 0.5061904761904762 }, "related_data": {} } } }, { "会话和Cookies": { "children": [ { "静态网页和动态网页": { "data": { "uuid": "python-5-594", "seg": [ [ [ "静态", "网页", "静态网页" ], [ "动态", "网页", "动态网页" ] ] ], "level": { "min": 0.5061904761904762, "max": 0.5063492063492063 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_717310_710610@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_718834_713136@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "无状态HTTP": { "data": { "uuid": "python-5-595", "seg": [ [ [ "状态", "http" ] ] ], "level": { "min": 0.5063492063492063, "max": 0.5065079365079365 }, "related_data": {} } } }, { "常见误区": { "data": { "uuid": "python-5-596", "seg": [ [ [ "常见", "误区" ] ] ], "level": { "min": 0.5065079365079365, "max": 0.5066666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-947", "seg": [ [ [ "会话" ], [ "cookies" ] ] ], "level": { "min": 0.5061904761904762, "max": 0.5066666666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1017546_1210331@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7411172_53361923@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "代理的基本原理": { "children": [ { "基本原理": { "data": { "uuid": "python-5-597", "seg": [ [ [ "基本原理" ] ] ], "level": { "min": 0.5066666666666666, "max": 0.5067619047619047 }, "related_data": {} } } }, { "代理的作用": { "data": { "uuid": "python-5-598", "seg": [ [ [ "代理", "作用" ] ] ], "level": { "min": 0.5067619047619047, "max": 0.5068571428571428 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_4646199_29329661@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_771587_834191@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "爬虫代理": { "data": { "uuid": "python-5-599", "seg": [ [ [ "爬虫", "代理", "爬虫代理" ] ] ], "level": { "min": 0.5068571428571428, "max": 0.5069523809523809 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_5995588_40761369@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "代理分类": { "data": { "uuid": "python-5-600", "seg": [ [ [ "代理", "分类", "代理分类" ] ] ], "level": { "min": 0.5069523809523809, "max": 0.507047619047619 }, "related_data": {} } } }, { "常见代理设置": { "data": { "uuid": "python-5-601", "seg": [ [ [ "常见", "代理", "设置" ] ] ], "level": { "min": 0.507047619047619, "max": 0.5071428571428571 }, "related_data": {} } } } ], "data": { "uuid": "python-4-948", "seg": [ [ [ "代理", "基本原理" ] ] ], "level": { "min": 0.5066666666666666, "max": 0.5071428571428571 }, "related_data": {} } } } ], "data": { "uuid": "python-3-162", "seg": [ [ [ "爬虫", "基础", "爬虫基础" ] ] ], "level": { "min": 0.5047619047619047, "max": 0.5071428571428571 }, "related_data": {} } } }, { "基本库的使用": { "children": [ { "抓取猫眼电影排行": { "data": { "uuid": "python-4-949", "seg": [ [ [ "抓取", "猫眼", "电影", "排行", "猫眼电影" ] ] ], "level": { "min": 0.5071428571428571, "max": 0.5095238095238095 }, "related_data": {} } } } ], "data": { "uuid": "python-3-163", "seg": [ [ [ "库", "基本库" ] ] ], "level": { "min": 0.5071428571428571, "max": 0.5095238095238095 }, "related_data": {} } } }, { "解析库的使用": { "children": [ { "使用XPath": { "data": { "uuid": "python-4-950", "seg": [ [ [ "xpath" ] ] ], "level": { "min": 0.5095238095238095, "max": 0.5107142857142857 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7460213_53445277@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399983_53347616@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_692921_569357@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1104083_1318410@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_715470_707880@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423280_53383014@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7400211_53347988@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_721190_726161@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1058620_1255953@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_716927_710071@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7428925_53395354@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_753693_808508@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "118077319@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用pyquery": { "data": { "uuid": "python-4-951", "seg": [ [ [ "pyquery" ] ] ], "level": { "min": 0.5107142857142857, "max": 0.5119047619047619 }, "related_data": {} } } } ], "data": { "uuid": "python-3-164", "seg": [ [ [ "解析", "库" ] ] ], "level": { "min": 0.5095238095238095, "max": 0.5119047619047619 }, "related_data": {} } } }, { "Ajax数据爬取": { "children": [ { "什么是Ajax": { "data": { "uuid": "python-4-952", "seg": [ [ [ "ajax" ] ] ], "level": { "min": 0.5119047619047619, "max": 0.5125 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_770576_832435@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_691716_564774@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "2272584@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "694402@jython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80356145@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80064491@tornado@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Ajax分析方法": { "data": { "uuid": "python-4-953", "seg": [ [ [ "ajax", "分析方法" ] ] ], "level": { "min": 0.5125, "max": 0.513095238095238 }, "related_data": {} } } }, { "Ajax结果提取": { "data": { "uuid": "python-4-954", "seg": [ [ [ "ajax", "提取" ] ] ], "level": { "min": 0.513095238095238, "max": 0.5136904761904761 }, "related_data": {} } } }, { "分析Ajax爬取今日头条街拍美图": { "data": { "uuid": "python-4-955", "seg": [ [ [ "分析", "ajax", "爬取", "今日", "头条", "街", "拍", "美图", "头条街" ] ] ], "level": { "min": 0.5136904761904761, "max": 0.5142857142857142 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "109792824@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-165", "seg": [ [ [ "ajax", "数据", "爬取" ] ] ], "level": { "min": 0.5119047619047619, "max": 0.5142857142857142 }, "related_data": {} } } }, { "动态渲染页面爬取": { "children": [ { "Splash的使用": { "data": { "uuid": "python-4-956", "seg": [ [ [ "splash" ] ] ], "level": { "min": 0.5142857142857142, "max": 0.515079365079365 }, "related_data": {} } } }, { "Splash负载均衡配置": { "data": { "uuid": "python-4-957", "seg": [ [ [ "splash", "负载", "均衡", "配置" ] ] ], "level": { "min": 0.515079365079365, "max": 0.5158730158730158 }, "related_data": {} } } }, { "使用Selenium爬取淘宝商品": { "data": { "uuid": "python-4-958", "seg": [ [ [ "selenium", "爬取", "淘宝", "商品", "淘宝商品" ] ] ], "level": { "min": 0.5158730158730158, "max": 0.5166666666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7453265_53436013@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7453270_53435997@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-3-166", "seg": [ [ [ "动态", "渲染", "页面", "爬取" ] ] ], "level": { "min": 0.5142857142857142, "max": 0.5166666666666666 }, "related_data": {} } } }, { "验证码的识别": { "children": [ { "图形验证码的识别": { "data": { "uuid": "python-4-959", "seg": [ [ [ "图形", "验证码", "识别", "图形验证码" ] ] ], "level": { "min": 0.5166666666666666, "max": 0.5172619047619047 }, "related_data": {} } } }, { "极验滑动验证码的识别": { "data": { "uuid": "python-4-960", "seg": [ [ [ "极验", "滑动", "验证码", "识别" ] ] ], "level": { "min": 0.5172619047619047, "max": 0.5178571428571428 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1081735_1307459@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "点触验证码的识别": { "data": { "uuid": "python-4-961", "seg": [ [ [ "点触", "验证码", "识别" ] ] ], "level": { "min": 0.5178571428571428, "max": 0.518452380952381 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1068640_1269512@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_748828_802140@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7410581_53423588@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "微博宫格验证码的识别": { "data": { "uuid": "python-4-962", "seg": [ [ [ "微", "博", "宫格", "验证码", "识别", "博宫格", "宫格验证码" ] ] ], "level": { "min": 0.518452380952381, "max": 0.5190476190476191 }, "related_data": {} } } } ], "data": { "uuid": "python-3-167", "seg": [ [ [ "验证码", "识别" ] ] ], "level": { "min": 0.5166666666666666, "max": 0.5190476190476191 }, "related_data": {} } } }, { "代理的使用": { "children": [ { "代理的设置": { "data": { "uuid": "python-4-963", "seg": [ [ [ "代理", "设置" ] ] ], "level": { "min": 0.5190476190476191, "max": 0.5195238095238096 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7429339_53396148@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_766524_825819@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "代理池的维护": { "data": { "uuid": "python-4-964", "seg": [ [ [ "代理", "池", "维护", "代理池" ] ] ], "level": { "min": 0.5195238095238096, "max": 0.52 }, "related_data": {} } } }, { "付费代理的使用": { "data": { "uuid": "python-4-965", "seg": [ [ [ "付费", "代理" ] ] ], "level": { "min": 0.52, "max": 0.5204761904761905 }, "related_data": {} } } }, { "ADSL拨号代理": { "data": { "uuid": "python-4-966", "seg": [ [ [ "adsl", "拨号", "代理" ] ] ], "level": { "min": 0.5204761904761905, "max": 0.520952380952381 }, "related_data": {} } } }, { "使用代理爬取微信公众号文章": { "data": { "uuid": "python-4-967", "seg": [ [ [ "代理", "爬取", "微信", "公众", "文章" ] ] ], "level": { "min": 0.520952380952381, "max": 0.5214285714285715 }, "related_data": {} } } } ], "data": { "uuid": "python-3-168", "seg": [ [ [ "代理" ] ] ], "level": { "min": 0.5190476190476191, "max": 0.5214285714285715 }, "related_data": {} } } }, { "模拟登录": { "children": [ { "模拟登录并爬取GitHub": { "data": { "uuid": "python-4-968", "seg": [ [ [ "模拟", "登录", "爬取", "github" ] ] ], "level": { "min": 0.5214285714285715, "max": 0.5226190476190476 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_383201_418473@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_653244_461742@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_701953_592099@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_714108_706611@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460605_53445717@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1095426_1306710@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1091500_1298995@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "91126504@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100558278@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103655685@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Cookies池的搭建": { "data": { "uuid": "python-4-969", "seg": [ [ [ "cookies", "池", "搭建" ] ] ], "level": { "min": 0.5226190476190476, "max": 0.5238095238095238 }, "related_data": {} } } } ], "data": { "uuid": "python-3-169", "seg": [ [ [ "模拟", "登录" ] ] ], "level": { "min": 0.5214285714285715, "max": 0.5238095238095238 }, "related_data": {} } } }, { "App的爬取": { "children": [ { "Charles的使用": { "data": { "uuid": "python-4-970", "seg": [ [ [ "charles" ] ] ], "level": { "min": 0.5238095238095238, "max": 0.5242063492063492 }, "related_data": {} } } }, { "mitmproxy的使用": { "data": { "uuid": "python-4-971", "seg": [ [ [ "mitmproxy" ] ] ], "level": { "min": 0.5242063492063492, "max": 0.5246031746031746 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1092999_1301928@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "mitmdump爬取“得到”App电子书": { "data": { "uuid": "python-4-972", "seg": [ [ [ "mitmdump", "爬取", "app", "电子书" ] ] ], "level": { "min": 0.5246031746031746, "max": 0.525 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_719435_726258@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_703127_593834@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_761117_822129@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1095098_1305987@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "110103040@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Appium的基本使用": { "data": { "uuid": "python-4-973", "seg": [ [ [ "appium" ] ] ], "level": { "min": 0.525, "max": 0.5253968253968254 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7418619_53374913@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Appium爬取微信朋友圈": { "data": { "uuid": "python-4-974", "seg": [ [ [ "appium", "爬取", "微信", "朋友圈" ] ] ], "level": { "min": 0.5253968253968254, "max": 0.5257936507936508 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7423976_53384464@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1053051_1250403@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7404511_53353420@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1097392_1311002@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_226038_188216@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7458291_53442843@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753902_808641@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_774487_841064@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431802_53400357@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7400229_53348633@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_715587_707950@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430200_53397227@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414119_53366589@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Appium+mitmdump爬取京东商品": { "data": { "uuid": "python-4-975", "seg": [ [ [ "appium", "mitmdump", "爬取", "京东", "商品", "京东商品" ] ] ], "level": { "min": 0.5257936507936508, "max": 0.5261904761904762 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7453262_53436044@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-170", "seg": [ [ [ "app", "爬取" ] ] ], "level": { "min": 0.5238095238095238, "max": 0.5261904761904762 }, "related_data": {} } } }, { "pyspider框架的使用": { "children": [ { "pyspider框架介绍": { "data": { "uuid": "python-4-976", "seg": [ [ [ "pyspider", "框架", "介绍" ] ] ], "level": { "min": 0.5261904761904762, "max": 0.526984126984127 }, "related_data": {} } } }, { "pyspider的基本使用": { "data": { "uuid": "python-4-977", "seg": [ [ [ "pyspider" ] ] ], "level": { "min": 0.526984126984127, "max": 0.5277777777777778 }, "related_data": {} } } }, { "pyspider用法详解": { "data": { "uuid": "python-4-978", "seg": [ [ [ "pyspider", "用法", "详解" ] ] ], "level": { "min": 0.5277777777777778, "max": 0.5285714285714286 }, "related_data": {} } } } ], "data": { "uuid": "python-3-171", "seg": [ [ [ "pyspider", "框架" ] ] ], "level": { "min": 0.5261904761904762, "max": 0.5285714285714286 }, "related_data": {} } } }, { "分布式爬虫": { "children": [ { "分布式爬虫原理": { "data": { "uuid": "python-4-979", "seg": [ [ [ "分布式", "爬虫", "原理", "分布式爬虫", "爬虫原理" ] ] ], "level": { "min": 0.5285714285714286, "max": 0.5291666666666667 }, "related_data": {} } } }, { "Scrapy-Redis源码解析": { "data": { "uuid": "python-4-980", "seg": [ [ [ "scrapy", "redis", "解析" ] ] ], "level": { "min": 0.5291666666666667, "max": 0.5297619047619048 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "73920584@django@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Scrapy分布式实现": { "data": { "uuid": "python-4-981", "seg": [ [ [ "scrapy", "分布式" ] ] ], "level": { "min": 0.5297619047619048, "max": 0.5303571428571429 }, "related_data": {} } } }, { "Bloom Filter的对接": { "data": { "uuid": "python-4-982", "seg": [ [ [ "bloom", "filter", "对接" ] ] ], "level": { "min": 0.5303571428571429, "max": 0.530952380952381 }, "related_data": {} } } } ], "data": { "uuid": "python-3-172", "seg": [ [ [ "分布式", "爬虫", "分布式爬虫" ] ] ], "level": { "min": 0.5285714285714286, "max": 0.530952380952381 }, "related_data": {} } } }, { "分布式爬虫的部署": { "children": [ { "Scrapyd分布式部署": { "data": { "uuid": "python-4-983", "seg": [ [ [ "scrapyd", "分布式", "部署", "分布式部署" ] ] ], "level": { "min": 0.530952380952381, "max": 0.5314285714285715 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_748327_800287@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Scrapyd-Client的使用": { "data": { "uuid": "python-4-984", "seg": [ [ [ "scrapyd", "client" ] ] ], "level": { "min": 0.5314285714285715, "max": 0.5319047619047619 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7423099_53382483@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Scrapyd对接Docker": { "data": { "uuid": "python-4-985", "seg": [ [ [ "scrapyd", "对接", "docker" ] ] ], "level": { "min": 0.5319047619047619, "max": 0.5323809523809524 }, "related_data": {} } } }, { "Scrapyd批量部署": { "data": { "uuid": "python-4-986", "seg": [ [ [ "scrapyd", "批量", "部署", "批量部署" ] ] ], "level": { "min": 0.5323809523809524, "max": 0.5328571428571428 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_367965_394204@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Gerapy分布式管理": { "data": { "uuid": "python-4-987", "seg": [ [ [ "gerapy", "分布式", "管理" ] ] ], "level": { "min": 0.5328571428571428, "max": 0.5333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-173", "seg": [ [ [ "分布式", "爬虫", "部署", "分布式爬虫" ] ] ], "level": { "min": 0.530952380952381, "max": 0.5333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-2-7", "seg": [ [ [ "网络", "爬虫", "网络爬虫" ] ] ], "level": { "min": 0.4666666666666667, "max": 0.5333333333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7457735_53442209@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "桌面应用开发": { "children": [ { "Tkinter": { "children": [ { "Tkinter简介": { "data": { "uuid": "python-4-988", "seg": [ [ [ "tkinter", "简介" ] ] ], "level": { "min": 0.5333333333333333, "max": 0.537037037037037 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "81050482@tkinter@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "安装配置": { "data": { "uuid": "python-4-989", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.537037037037037, "max": 0.5407407407407407 }, "related_data": {} } } }, { "Tkinter模块": { "data": { "uuid": "python-4-990", "seg": [ [ [ "tkinter", "模块" ] ] ], "level": { "min": 0.5407407407407407, "max": 0.5444444444444445 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427193_53391329@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "81268074@tkinter@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77773107@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Tkinter控件": { "data": { "uuid": "python-4-991", "seg": [ [ [ "tkinter", "控件" ] ] ], "level": { "min": 0.5444444444444445, "max": 0.5481481481481482 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "50778991@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "60781107@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "60781513@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86703034@tkinter@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103224670@tkinter@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90707396@tkinter@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "60602773@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84679984@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100915340@tkinter@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "标准属性": { "data": { "uuid": "python-4-992", "seg": [ [ [ "标准", "属性", "标准属性" ] ] ], "level": { "min": 0.5481481481481482, "max": 0.5518518518518518 }, "related_data": {} } } }, { "几何管理": { "data": { "uuid": "python-4-993", "seg": [ [ [ "管理" ] ] ], "level": { "min": 0.5518518518518518, "max": 0.5555555555555556 }, "related_data": {} } } } ], "data": { "uuid": "python-3-174", "seg": [ [ [ "tkinter" ] ] ], "level": { "min": 0.5333333333333333, "max": 0.5555555555555556 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1065329_1264447@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1064576_1262838@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1063466_1263016@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1064695_1263017@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "84669305@tkinter@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79591965@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "PyQT": { "children": [ { "PyQT简介": { "data": { "uuid": "python-4-994", "seg": [ [ [ "pyqt", "简介" ] ] ], "level": { "min": 0.5555555555555556, "max": 0.5580246913580247 }, "related_data": {} } } }, { "安装配置": { "data": { "uuid": "python-4-995", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.5580246913580247, "max": 0.5604938271604938 }, "related_data": {} } } }, { "PyQT模块": { "data": { "uuid": "python-4-996", "seg": [ [ [ "pyqt", "模块" ] ] ], "level": { "min": 0.5604938271604938, "max": 0.562962962962963 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "97943697@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "71403947@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "PyQT布局管理": { "data": { "uuid": "python-4-997", "seg": [ [ [ "pyqt", "布局", "管理" ] ] ], "level": { "min": 0.562962962962963, "max": 0.5654320987654321 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "52078704@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50721991@pyqt@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52563298@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78357062@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "PyQT菜单和工具栏": { "data": { "uuid": "python-4-998", "seg": [ [ [ "pyqt", "菜单" ], [ "工具栏" ] ] ], "level": { "min": 0.5654320987654321, "max": 0.5679012345679012 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "46507403@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103087962@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "事件和信号": { "data": { "uuid": "python-4-999", "seg": [ [ [ "事件" ], [ "信号" ] ] ], "level": { "min": 0.5679012345679012, "max": 0.5703703703703703 }, "related_data": {} } } }, { "PyQT对话框": { "data": { "uuid": "python-4-1000", "seg": [ [ [ "pyqt", "对话框" ] ] ], "level": { "min": 0.5703703703703703, "max": 0.5728395061728395 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "83749680@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52754217@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "40076395@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53024309@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "48529277@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79867112@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106960311@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52387265@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78932208@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104932209@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111270480@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52298203@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82665054@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82918304@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80243858@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79310419@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80302884@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108791883@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70239079@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86359302@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82387391@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82153131@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54090203@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78171870@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78877939@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "101012280@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "45095293@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106974669@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106580462@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "62886194@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78144692@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78046706@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "45074761@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53389363@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78437470@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111350214@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78475842@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78419892@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52599738@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78876263@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77531411@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82974811@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102886214@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "42238903@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78189453@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79179194@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52290404@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113312002@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78073338@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "47304573@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45724723@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "25557365@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116396031@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111880402@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70240690@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106739263@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82153143@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50706496@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104768671@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106760571@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "49535335@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45485127@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88046876@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52511491@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "107580932@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50725729@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "60367846@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46008807@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52431332@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50281085@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52563131@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103578946@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52083377@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78739975@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52140921@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78777964@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79947264@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52413767@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103117414@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52700042@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88957823@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52524735@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80098412@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99072807@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94767115@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103736401@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78120461@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78556683@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "45999965@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52530214@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86598658@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78681669@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78767776@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "71305885@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80777840@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "37730443@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "76034153@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50879136@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79766580@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72907113@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83582209@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50849035@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50878752@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79507843@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79429901@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103530443@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118976150@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50755207@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109148876@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79205192@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78455072@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88594481@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80954066@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86632358@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113573612@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109665245@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "101434147@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "PyQT控件": { "data": { "uuid": "python-4-1001", "seg": [ [ [ "pyqt", "控件" ] ] ], "level": { "min": 0.5728395061728395, "max": 0.5753086419753086 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "49590323@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "74012112@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52070872@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52071427@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "PyQT拖拽与绘图": { "data": { "uuid": "python-4-1002", "seg": [ [ [ "pyqt", "拖拽" ], [ "绘图" ] ] ], "level": { "min": 0.5753086419753086, "max": 0.5777777777777777 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "52141849@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-175", "seg": [ [ [ "pyqt" ] ] ], "level": { "min": 0.5555555555555556, "max": 0.5777777777777777 }, "related_data": {} } } }, { "WxPython": { "children": [ { "WxPython简介": { "data": { "uuid": "python-4-1003", "seg": [ [ [ "wxpython", "简介" ] ] ], "level": { "min": 0.5777777777777777, "max": 0.5802469135802468 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "6659203@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "安装配置": { "data": { "uuid": "python-4-1004", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.5802469135802468, "max": 0.582716049382716 }, "related_data": {} } } }, { "WxPython常用类": { "data": { "uuid": "python-4-1005", "seg": [ [ [ "wxpython", "类" ] ] ], "level": { "min": 0.582716049382716, "max": 0.5851851851851851 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "80666444@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "WxPython布局管理": { "data": { "uuid": "python-4-1006", "seg": [ [ [ "wxpython", "布局", "管理" ] ] ], "level": { "min": 0.5851851851851851, "max": 0.5876543209876542 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7707116@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52904886@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "WxPython事件处理": { "data": { "uuid": "python-4-1007", "seg": [ [ [ "wxpython", "事件处理" ] ] ], "level": { "min": 0.5876543209876542, "max": 0.5901234567901235 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7456673_53440729@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_751536_805177@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_693300_570579@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_731024_747704@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_723518_724316@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414276_53367040@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7435791_53406800@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_655520_466846@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1093424_1302861@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7413778_53366204@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "83785667@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52693254@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51073756@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85016139@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80743066@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78255251@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81054594@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77995055@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78255720@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "49930675@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53095453@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8393667@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52891703@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50071175@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54975029@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51354070@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84310424@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "12920935@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80742618@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78255818@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80743507@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "1749862@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111767727@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78576932@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8839300@wxpython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51920283@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103386506@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "42045037@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6754618@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "21491519@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52785610@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107637443@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7866708@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78576872@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72716840@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7872957@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85783943@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7037502@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8838427@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "61195367@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "2645687@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82186482@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109461892@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "10222227@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "38351983@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111725191@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7866696@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52534061@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "17297949@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50493313@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78359802@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7566174@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "5914396@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "17660059@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82152689@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79024938@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5754426@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1654691@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "2252133@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "32731937@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80500476@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "101921647@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7188684@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "38590921@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88053632@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5963323@wxpython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118611639@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6689875@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51234582@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6440953@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6448266@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110095913@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7883050@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7866712@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82151870@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7098146@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "47754599@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7818022@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "48277433@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7716577@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "45957681@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6217396@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1930778@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7717780@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "4070997@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7736900@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79041579@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7036435@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102722002@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79529966@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7866655@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52946693@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72598876@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1810680@wxpython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6918823@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7716577@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "437386@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1777361@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52585333@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6989998@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54613930@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "2306451@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51132133@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8484248@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "5656502@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "5698809@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51233275@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "98166402@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "2511921@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "49404027@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6370543@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5963329@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83789047@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7705601@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8575034@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7478139@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79733335@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1189047@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "465725@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88759732@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85133362@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7869432@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6835089@wxpython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6716344@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7439565@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7626104@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7393886@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51392953@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7439202@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6564181@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5960535@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77506924@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100526014@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "5484220@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7439202@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7481699@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107842219@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8961449@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108826533@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "5885891@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102596144@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "1531103@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "2567346@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6163397@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "97020456@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7450385@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "38467287@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84930010@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108806881@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112488165@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7749258@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6422828@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100534642@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7679131@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "533680@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "534600@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108459669@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79441229@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114830645@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115650076@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115432242@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "114362076@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107398842@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5410315@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109281569@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109376877@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110921118@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "2294737@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109089211@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115439347@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108915228@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107805185@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79434237@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "WxPython对话框": { "data": { "uuid": "python-4-1008", "seg": [ [ [ "wxpython", "对话框" ] ] ], "level": { "min": 0.5901234567901235, "max": 0.5925925925925926 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "91045486@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "38853773@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7722139@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6567926@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "WxPython组件": { "data": { "uuid": "python-4-1009", "seg": [ [ [ "wxpython", "组件" ] ] ], "level": { "min": 0.5925925925925926, "max": 0.5950617283950617 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_705066_605413@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "5947847@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7475476@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "WxPython拖拽处理": { "data": { "uuid": "python-4-1010", "seg": [ [ [ "wxpython", "拖拽" ] ] ], "level": { "min": 0.5950617283950617, "max": 0.5975308641975309 }, "related_data": {} } } }, { "WxPython绘图API": { "data": { "uuid": "python-4-1011", "seg": [ [ [ "wxpython", "绘图", "api" ] ] ], "level": { "min": 0.5975308641975309, "max": 0.6 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7870305@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100534678@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113830462@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111167076@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-176", "seg": [ [ [ "wxpython" ] ] ], "level": { "min": 0.5777777777777777, "max": 0.6 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_371800_398566@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-2-8", "seg": [ [ [ "桌面", "开发" ] ] ], "level": { "min": 0.5333333333333333, "max": 0.6 }, "related_data": {} } } }, { "其他": { "children": [ { "Python总览": { "children": [ { "Python总体架构": { "data": { "uuid": "python-4-1012", "seg": [ [ [ "python", "总体", "架构", "总体架构" ] ] ], "level": { "min": 0.6, "max": 0.6012345679012345 }, "related_data": {} } } }, { "Python源码组织": { "data": { "uuid": "python-4-1013", "seg": [ [ [ "python", "组织" ] ] ], "level": { "min": 0.6012345679012345, "max": 0.6024691358024691 }, "related_data": {} } } }, { "Python对象初探": { "children": [ { "Python内的对象": { "data": { "uuid": "python-5-602", "seg": [ [ [ "python", "对象" ] ] ], "level": { "min": 0.6024691358024691, "max": 0.6026063100137173 }, "related_data": {} } } }, { "对象的分类": { "data": { "uuid": "python-5-603", "seg": [ [ [ "对象", "分类" ] ] ], "level": { "min": 0.6026063100137173, "max": 0.6027434842249656 }, "related_data": {} } } }, { "对象机制的基石—PyObject": { "data": { "uuid": "python-5-604", "seg": [ [ [ "对象", "机制", "基石", "pyobject", "对象机制" ] ] ], "level": { "min": 0.6027434842249656, "max": 0.602880658436214 }, "related_data": {} } } }, { "定长对象和变长对象": { "data": { "uuid": "python-5-605", "seg": [ [ [ "定", "长", "对象" ], [ "变长", "对象" ] ] ], "level": { "min": 0.602880658436214, "max": 0.6030178326474622 }, "related_data": {} } } }, { "类型对象": { "data": { "uuid": "python-5-606", "seg": [ [ [ "类型", "对象", "类型对象" ] ] ], "level": { "min": 0.6030178326474622, "max": 0.6031550068587105 }, "related_data": {} } } }, { "类型的类型": { "data": { "uuid": "python-5-607", "seg": [ [ [ "类型" ] ] ], "level": { "min": 0.6031550068587105, "max": 0.6032921810699587 }, "related_data": {} } } }, { "对象的创建": { "data": { "uuid": "python-5-608", "seg": [ [ [ "对象", "创建" ] ] ], "level": { "min": 0.6032921810699587, "max": 0.6034293552812071 }, "related_data": {} } } }, { "对象的多态性": { "data": { "uuid": "python-5-609", "seg": [ [ [ "对象", "多态性" ] ] ], "level": { "min": 0.6034293552812071, "max": 0.6035665294924554 }, "related_data": {} } } }, { "引用计数": { "data": { "uuid": "python-5-610", "seg": [ [ [ "引用", "计数" ] ] ], "level": { "min": 0.6035665294924554, "max": 0.6037037037037036 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1014", "seg": [ [ [ "python", "对象", "初探" ] ] ], "level": { "min": 0.6024691358024691, "max": 0.6037037037037036 }, "related_data": {} } } } ], "data": { "uuid": "python-3-177", "seg": [ [ [ "python", "总览" ] ] ], "level": { "min": 0.6, "max": 0.6037037037037036 }, "related_data": {} } } }, { "数字对象": { "children": [ { "整数对象": { "children": [ { "PyLongObject对象": { "data": { "uuid": "python-5-611", "seg": [ [ [ "pylongobject", "对象" ] ] ], "level": { "min": 0.6037037037037036, "max": 0.6038800705467371 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "117804070@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "小整数对象": { "data": { "uuid": "python-5-612", "seg": [ [ [ "整数", "对象", "整数对象" ] ] ], "level": { "min": 0.6038800705467371, "max": 0.6040564373897707 }, "related_data": {} } } }, { "大整数对象": { "data": { "uuid": "python-5-613", "seg": [ [ [ "整数", "对象", "整数对象" ] ] ], "level": { "min": 0.6040564373897707, "max": 0.6042328042328041 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7399405_53347740@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1014625_1205099@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451906_53433621@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7431454_53399809@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1015", "seg": [ [ [ "整数", "对象", "整数对象" ] ] ], "level": { "min": 0.6037037037037036, "max": 0.6042328042328041 }, "related_data": {} } } }, { "数字格式化输出": { "data": { "uuid": "python-4-1016", "seg": [ [ [ "数字", "格式化", "输出", "数字格式化" ] ] ], "level": { "min": 0.6042328042328041, "max": 0.6047619047619047 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7449160_53429209@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7455742_53439060@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_887431_1026631@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1089074_1295488@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399243_53346188@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "进制转换": { "data": { "uuid": "python-4-1017", "seg": [ [ [ "进制", "转换" ] ] ], "level": { "min": 0.6047619047619047, "max": 0.6052910052910052 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_812205_908321@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7428884_53395244@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7409673_53360484@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "数字运算": { "children": [ { "四舍五入运算": { "data": { "uuid": "python-5-614", "seg": [ [ [ "四舍五入", "运算" ] ] ], "level": { "min": 0.6052910052910052, "max": 0.6053791887125219 }, "related_data": {} } } }, { "浮点数运算": { "data": { "uuid": "python-5-615", "seg": [ [ [ "浮点数", "运算" ] ] ], "level": { "min": 0.6053791887125219, "max": 0.6054673721340388 }, "related_data": {} } } }, { "复数运算": { "data": { "uuid": "python-5-616", "seg": [ [ [ "复数", "运算" ] ] ], "level": { "min": 0.6054673721340388, "max": 0.6055555555555555 }, "related_data": {} } } }, { "分数运算": { "data": { "uuid": "python-5-617", "seg": [ [ [ "分数", "运算" ] ] ], "level": { "min": 0.6055555555555555, "max": 0.6056437389770722 }, "related_data": {} } } }, { "大型数组运算": { "data": { "uuid": "python-5-618", "seg": [ [ [ "大型", "数组", "运算" ] ] ], "level": { "min": 0.6056437389770722, "max": 0.6057319223985891 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_827445_924449@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "矩阵与线性代数运算": { "data": { "uuid": "python-5-619", "seg": [ [ [ "矩阵" ], [ "线性代数", "运算" ] ] ], "level": { "min": 0.6057319223985891, "max": 0.6058201058201058 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1018", "seg": [ [ [ "数字", "运算" ] ] ], "level": { "min": 0.6052910052910052, "max": 0.6058201058201058 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7403152_53351426@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4646173_29329623@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7398141_53344019@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1052024_1249472@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_2054796_11785133@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_838007_950915@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_756398_811688@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1063635_1261697@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7444281_53422414@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_768749_829097@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1096572_1309008@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_689250_714654@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "字节到大整数的打包与解包": { "data": { "uuid": "python-4-1019", "seg": [ [ [ "字节", "整数", "打包" ], [ "解包" ] ] ], "level": { "min": 0.6058201058201058, "max": 0.6063492063492063 }, "related_data": {} } } }, { "无穷大与NaN": { "data": { "uuid": "python-4-1020", "seg": [ [ [ "无穷大" ], [ "nan" ] ] ], "level": { "min": 0.6063492063492063, "max": 0.6068783068783069 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1084095_1290577@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_685620_545724@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "随机数": { "data": { "uuid": "python-4-1021", "seg": [ [ [ "随机数" ] ] ], "level": { "min": 0.6068783068783069, "max": 0.6074074074074074 }, "related_data": {} } } } ], "data": { "uuid": "python-3-178", "seg": [ [ [ "数字", "对象", "数字对象" ] ] ], "level": { "min": 0.6037037037037036, "max": 0.6074074074074074 }, "related_data": {} } } }, { "字符串": { "children": [ { "字符串对象解析": { "children": [ { "字符串对象的intern机制": { "data": { "uuid": "python-5-620", "seg": [ [ [ "字符串", "对象", "intern", "机制", "字符串对象" ] ] ], "level": { "min": 0.6074074074074074, "max": 0.6076131687242798 }, "related_data": {} } } }, { "字符串操作效率": { "data": { "uuid": "python-5-621", "seg": [ [ [ "字符串", "操作", "效率" ] ] ], "level": { "min": 0.6076131687242798, "max": 0.6078189300411523 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7431026_53398984@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1022", "seg": [ [ [ "字符串", "对象", "解析", "字符串对象" ] ] ], "level": { "min": 0.6074074074074074, "max": 0.6078189300411523 }, "related_data": {} } } }, { "字符串操作": { "children": [ { "字符串分割": { "data": { "uuid": "python-5-622", "seg": [ [ [ "字符串", "分割" ] ] ], "level": { "min": 0.6078189300411523, "max": 0.6078777189888301 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_2021307_10637837@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_768474_828639@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7450334_53430894@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1054489_1251826@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7426188_53389213@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_831823_931516@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7436051_53407155@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7431899_53400605@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1102105_1316509@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438045_53411351@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_724066_725783@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_904828_1040453@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7452032_53433805@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7410873_53361939@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_904727_1040147@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7395634_53339012@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7404063_53352863@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7438915_53412356@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7422676_53381341@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7461782_53447141@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_825246_922155@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769362_832391@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7411887_53362972@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7425693_53387435@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_768488_828656@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408049_53358232@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_965133_1116614@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448058_53428218@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_707010_630804@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1056629_1253787@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_362121_381324@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_767919_827689@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_184803_75294@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "116572494@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "删除不需要的字符": { "data": { "uuid": "python-5-623", "seg": [ [ [ "删除", "字符", "不需要" ] ] ], "level": { "min": 0.6078777189888301, "max": 0.6079365079365079 }, "related_data": {} } } }, { "字符串清理": { "data": { "uuid": "python-5-624", "seg": [ [ [ "字符串", "清理" ] ] ], "level": { "min": 0.6079365079365079, "max": 0.6079952968841857 }, "related_data": {} } } }, { "字符串对齐": { "data": { "uuid": "python-5-625", "seg": [ [ [ "字符串", "对齐" ] ] ], "level": { "min": 0.6079952968841857, "max": 0.6080540858318636 }, "related_data": {} } } }, { "字符串拼接": { "data": { "uuid": "python-5-626", "seg": [ [ [ "字符串", "拼接" ] ] ], "level": { "min": 0.6080540858318636, "max": 0.6081128747795415 }, "related_data": {} } } }, { "字符串插入": { "data": { "uuid": "python-5-627", "seg": [ [ [ "字符串", "插入" ] ] ], "level": { "min": 0.6081128747795415, "max": 0.6081716637272192 }, "related_data": {} } } }, { "字符串格式化": { "data": { "uuid": "python-5-628", "seg": [ [ [ "字符串", "格式化", "字符串格式化" ] ] ], "level": { "min": 0.6081716637272192, "max": 0.6082304526748971 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7444553_53423196@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1023", "seg": [ [ [ "字符串", "操作" ] ] ], "level": { "min": 0.6078189300411523, "max": 0.6082304526748971 }, "related_data": {} } } }, { "字符串匹配": { "children": [ { "字符串开头或结尾匹配": { "data": { "uuid": "python-5-629", "seg": [ [ [ "字符串", "开头", "结尾", "匹配" ] ] ], "level": { "min": 0.6082304526748971, "max": 0.6083333333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1055590_1252784@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408511_53358641@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7404225_53353117@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7448467_53428620@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "用Shell通配符匹配字符串": { "data": { "uuid": "python-5-630", "seg": [ [ [ "shell", "通配符", "匹配", "字符串" ] ] ], "level": { "min": 0.6083333333333333, "max": 0.6084362139917695 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_962559_1112693@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "最短匹配": { "data": { "uuid": "python-5-631", "seg": [ [ [ "短", "匹配" ] ] ], "level": { "min": 0.6084362139917695, "max": 0.6085390946502057 }, "related_data": {} } } }, { "多行匹配": { "data": { "uuid": "python-5-632", "seg": [ [ [ "匹配" ] ] ], "level": { "min": 0.6085390946502057, "max": 0.608641975308642 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_175512_56322@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_4645684_29328641@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_703171_593922@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7427852_53393100@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_391736_436685@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_175708_56810@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_220737_173812@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_761503_819055@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769176_829840@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7407719_53357829@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4645118_29327308@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7450689_53431712@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_795329_884594@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7415903_53369622@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_671178_494707@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_889303_1029125@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_4645253_29327552@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7430771_53398119@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7400405_53348285@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_762482_820931@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1024", "seg": [ [ [ "字符串", "匹配" ] ] ], "level": { "min": 0.6082304526748971, "max": 0.608641975308642 }, "related_data": {} } } }, { "字符串搜索": { "children": [ { "字符串搜索替换": { "data": { "uuid": "python-5-633", "seg": [ [ [ "字符串", "搜索", "替换" ] ] ], "level": { "min": 0.608641975308642, "max": 0.6088477366255144 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_727241_735904@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_739234_772992@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_772758_836208@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1065070_1264112@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "53353713@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "64125850@list@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "字符串忽略大小写的搜索替换": { "data": { "uuid": "python-5-634", "seg": [ [ [ "字符串", "大小写", "搜索", "替换" ] ] ], "level": { "min": 0.6088477366255144, "max": 0.6090534979423868 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428340_53393931@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1025", "seg": [ [ [ "字符串", "搜索" ] ] ], "level": { "min": 0.608641975308642, "max": 0.6090534979423868 }, "related_data": {} } } }, { "将Unicode文本标准化": { "data": { "uuid": "python-4-1026", "seg": [ [ [ "unicode", "文本", "标准化" ] ] ], "level": { "min": 0.6090534979423868, "max": 0.6094650205761316 }, "related_data": {} } } }, { "在正则表达式中使用Unicode字符": { "data": { "uuid": "python-4-1027", "seg": [ [ [ "正则表达式", "unicode", "字符" ] ] ], "level": { "min": 0.6094650205761316, "max": 0.6098765432098765 }, "related_data": {} } } }, { "令牌解析": { "data": { "uuid": "python-4-1028", "seg": [ [ [ "令牌", "解析" ] ] ], "level": { "min": 0.6098765432098765, "max": 0.6102880658436214 }, "related_data": {} } } }, { "简单的递归下降分析器实现": { "data": { "uuid": "python-4-1029", "seg": [ [ [ "递归", "下降", "分析器" ] ] ], "level": { "min": 0.6102880658436214, "max": 0.6106995884773662 }, "related_data": {} } } }, { "字节字符串操作": { "data": { "uuid": "python-4-1030", "seg": [ [ [ "字节", "字符串", "操作", "字节字符串" ] ] ], "level": { "min": 0.6106995884773662, "max": 0.611111111111111 }, "related_data": {} } } } ], "data": { "uuid": "python-3-179", "seg": [ [ [ "字符串" ] ] ], "level": { "min": 0.6074074074074074, "max": 0.611111111111111 }, "related_data": {} } } }, { "数据结构": { "children": [ { "序列": { "children": [ { "序列对象解析": { "data": { "uuid": "python-5-635", "seg": [ [ [ "序列", "对象", "解析", "序列对象" ] ] ], "level": { "min": 0.611111111111111, "max": 0.6111866969009826 }, "related_data": {} } } }, { "序列解压": { "data": { "uuid": "python-5-636", "seg": [ [ [ "序列", "解压" ] ] ], "level": { "min": 0.6111866969009826, "max": 0.611262282690854 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_381898_416048@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7432124_53402042@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_380780_413917@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_765273_824560@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "序列去重并保持顺序": { "data": { "uuid": "python-5-637", "seg": [ [ [ "序列", "重", "顺序" ] ] ], "level": { "min": 0.611262282690854, "max": 0.6113378684807256 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7425671_53387276@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "序列元素统计": { "data": { "uuid": "python-5-638", "seg": [ [ [ "序列", "元素", "统计", "序列元素" ] ] ], "level": { "min": 0.6113378684807256, "max": 0.611413454270597 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1064444_1262681@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "过滤序列元素": { "data": { "uuid": "python-5-639", "seg": [ [ [ "过滤", "序列", "元素", "序列元素" ] ] ], "level": { "min": 0.611413454270597, "max": 0.6114890400604686 }, "related_data": {} } } }, { "序列元素名称映射": { "data": { "uuid": "python-5-640", "seg": [ [ [ "序列", "元素", "名称", "映射", "序列元素", "元素名称" ] ] ], "level": { "min": 0.6114890400604686, "max": 0.61156462585034 }, "related_data": {} } } }, { "转换并计算数据": { "data": { "uuid": "python-5-641", "seg": [ [ [ "转换", "计算", "数据" ] ] ], "level": { "min": 0.61156462585034, "max": 0.6116402116402115 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1065811_1265133@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1031", "seg": [ [ [ "序列" ] ] ], "level": { "min": 0.611111111111111, "max": 0.6116402116402115 }, "related_data": {} } } }, { "字典": { "children": [ { "字典对象解析": { "data": { "uuid": "python-5-642", "seg": [ [ [ "字典", "对象", "解析", "字典对象" ] ] ], "level": { "min": 0.6116402116402115, "max": 0.6117063492063491 }, "related_data": {} } } }, { "字典映射": { "data": { "uuid": "python-5-643", "seg": [ [ [ "字典", "映射" ] ] ], "level": { "min": 0.6117063492063491, "max": 0.6117724867724867 }, "related_data": {} } } }, { "字典排序": { "data": { "uuid": "python-5-644", "seg": [ [ [ "字典", "排序", "字典排序" ] ] ], "level": { "min": 0.6117724867724867, "max": 0.6118386243386242 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_744789_791416@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1108757_1429519@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7459736_53444751@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "字典运算": { "data": { "uuid": "python-5-645", "seg": [ [ [ "字典", "运算" ] ] ], "level": { "min": 0.6118386243386242, "max": 0.6119047619047618 }, "related_data": {} } } }, { "字典查找": { "data": { "uuid": "python-5-646", "seg": [ [ [ "字典", "查找" ] ] ], "level": { "min": 0.6119047619047618, "max": 0.6119708994708994 }, "related_data": {} } } }, { "通过关键字排序字典": { "data": { "uuid": "python-5-647", "seg": [ [ [ "关键字", "排序", "字典", "关键字排序", "排序字典" ] ] ], "level": { "min": 0.6119708994708994, "max": 0.6120370370370369 }, "related_data": {} } } }, { "字典提取": { "data": { "uuid": "python-5-648", "seg": [ [ [ "字典", "提取" ] ] ], "level": { "min": 0.6120370370370369, "max": 0.6121031746031745 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_771129_833454@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1059157_1256447@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451163_53432198@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "字典合并": { "data": { "uuid": "python-5-649", "seg": [ [ [ "字典", "合并" ] ] ], "level": { "min": 0.6121031746031745, "max": 0.6121693121693121 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7399101_53345955@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1032", "seg": [ [ [ "字典" ] ] ], "level": { "min": 0.6116402116402115, "max": 0.6121693121693121 }, "related_data": {} } } }, { "可迭代对象操作": { "children": [ { "可迭代对象解压": { "data": { "uuid": "python-5-650", "seg": [ [ [ "迭代", "对象", "解压" ] ] ], "level": { "min": 0.6121693121693121, "max": 0.6123456790123456 }, "related_data": {} } } }, { "保留最后N个元素": { "data": { "uuid": "python-5-651", "seg": [ [ [ "保留", "n", "元素" ] ] ], "level": { "min": 0.6123456790123456, "max": 0.6125220458553792 }, "related_data": {} } } }, { "记录分组": { "data": { "uuid": "python-5-652", "seg": [ [ [ "记录", "分组" ] ] ], "level": { "min": 0.6125220458553792, "max": 0.6126984126984126 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1033", "seg": [ [ [ "迭代", "对象", "操作" ] ] ], "level": { "min": 0.6121693121693121, "max": 0.6126984126984126 }, "related_data": {} } } }, { "查找最大或最小的N个元素": { "data": { "uuid": "python-4-1034", "seg": [ [ [ "查找", "最小", "n", "元素" ] ] ], "level": { "min": 0.6126984126984126, "max": 0.6132275132275132 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7430534_53397624@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753006_807294@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "实现一个优先级队列": { "data": { "uuid": "python-4-1035", "seg": [ [ [ "优先级", "队列" ] ] ], "level": { "min": 0.6132275132275132, "max": 0.6137566137566137 }, "related_data": {} } } }, { "命名切片": { "data": { "uuid": "python-4-1036", "seg": [ [ [ "命名", "切片", "命名切片" ] ] ], "level": { "min": 0.6137566137566137, "max": 0.6142857142857143 }, "related_data": {} } } }, { "排序不支持原生比较的对象": { "data": { "uuid": "python-4-1037", "seg": [ [ [ "排序", "支持", "原生", "对象", "不支持" ] ] ], "level": { "min": 0.6142857142857143, "max": 0.6148148148148148 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7436992_53415210@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-180", "seg": [ [ [ "数据结构" ] ] ], "level": { "min": 0.611111111111111, "max": 0.6148148148148148 }, "related_data": {} } } }, { "迭代器与生成器": { "children": [ { "迭代操作": { "children": [ { "手动遍历迭代器": { "data": { "uuid": "python-5-653", "seg": [ [ [ "手动", "遍历", "迭代", "器" ] ] ], "level": { "min": 0.6148148148148148, "max": 0.6148765432098765 }, "related_data": {} } } }, { "代理迭代": { "data": { "uuid": "python-5-654", "seg": [ [ [ "代理", "迭代" ] ] ], "level": { "min": 0.6148765432098765, "max": 0.6149382716049383 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1099741_1314792@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_685273_544907@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "实现迭代协议": { "data": { "uuid": "python-5-655", "seg": [ [ [ "迭代", "协议" ] ] ], "level": { "min": 0.6149382716049383, "max": 0.615 }, "related_data": {} } } }, { "反向迭代": { "data": { "uuid": "python-5-656", "seg": [ [ [ "反向", "迭代" ] ] ], "level": { "min": 0.615, "max": 0.6150617283950617 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_688856_555602@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_761376_820721@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "迭代器切片": { "data": { "uuid": "python-5-657", "seg": [ [ [ "迭代", "器", "切片", "器切片" ] ] ], "level": { "min": 0.6150617283950617, "max": 0.6151234567901235 }, "related_data": {} } } }, { "跳过可迭代对象的开始部分": { "data": { "uuid": "python-5-658", "seg": [ [ [ "跳", "迭代", "对象" ] ] ], "level": { "min": 0.6151234567901235, "max": 0.6151851851851852 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_851824_973103@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "排列组合的迭代": { "data": { "uuid": "python-5-659", "seg": [ [ [ "排列组合", "迭代" ] ] ], "level": { "min": 0.6151851851851852, "max": 0.6152469135802469 }, "related_data": {} } } }, { "序列上索引值迭代": { "data": { "uuid": "python-5-660", "seg": [ [ [ "序列", "索引", "值", "迭代", "索引值" ] ] ], "level": { "min": 0.6152469135802469, "max": 0.6153086419753087 }, "related_data": {} } } }, { "多个序列迭代": { "data": { "uuid": "python-5-661", "seg": [ [ [ "序列", "迭代" ] ] ], "level": { "min": 0.6153086419753087, "max": 0.6153703703703703 }, "related_data": {} } } }, { "集合元素的迭代": { "data": { "uuid": "python-5-662", "seg": [ [ [ "集合", "元素", "迭代" ] ] ], "level": { "min": 0.6153703703703703, "max": 0.615432098765432 }, "related_data": {} } } }, { "顺序迭代合并后的排序迭代对象": { "data": { "uuid": "python-5-663", "seg": [ [ [ "顺序", "迭代", "合并", "排序", "对象" ] ] ], "level": { "min": 0.615432098765432, "max": 0.6154938271604938 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7406129_53355534@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "迭代器代替while无限循环": { "data": { "uuid": "python-5-664", "seg": [ [ [ "迭代", "器", "while", "无限", "循环" ] ] ], "level": { "min": 0.6154938271604938, "max": 0.6155555555555555 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1038", "seg": [ [ [ "迭代", "操作" ] ] ], "level": { "min": 0.6148148148148148, "max": 0.6155555555555555 }, "related_data": {} } } }, { "使用生成器创建新的迭代模式": { "data": { "uuid": "python-4-1039", "seg": [ [ [ "生成器", "创建", "迭代", "模式" ] ] ], "level": { "min": 0.6155555555555555, "max": 0.6162962962962962 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_773914_837826@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "带有外部状态的生成器函数": { "data": { "uuid": "python-4-1040", "seg": [ [ [ "带有", "外部", "状态", "生成器", "函数" ] ] ], "level": { "min": 0.6162962962962962, "max": 0.617037037037037 }, "related_data": {} } } }, { "创建数据处理管道": { "data": { "uuid": "python-4-1041", "seg": [ [ [ "创建", "数据处理", "管道", "数据处理管道" ] ] ], "level": { "min": 0.617037037037037, "max": 0.6177777777777778 }, "related_data": {} } } }, { "展开嵌套的序列": { "data": { "uuid": "python-4-1042", "seg": [ [ [ "展开", "嵌套", "序列" ] ] ], "level": { "min": 0.6177777777777778, "max": 0.6185185185185185 }, "related_data": {} } } } ], "data": { "uuid": "python-3-181", "seg": [ [ [ "迭代", "器" ], [ "生成器" ] ] ], "level": { "min": 0.6148148148148148, "max": 0.6185185185185185 }, "related_data": {} } } }, { "文件与I/O": { "children": [ { "读/写操作": { "children": [ { "读/写文本数据": { "data": { "uuid": "python-5-665", "seg": [ [ [ "读", "写", "文本", "数据", "文本数据" ] ] ], "level": { "min": 0.6185185185185185, "max": 0.6186948853615519 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7443142_53420180@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7411280_53362590@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "读/写字节数据": { "data": { "uuid": "python-5-666", "seg": [ [ [ "读", "写", "字节", "数据", "字节数据" ] ] ], "level": { "min": 0.6186948853615519, "max": 0.6188712522045855 }, "related_data": {} } } }, { "读/写压缩文件": { "data": { "uuid": "python-5-667", "seg": [ [ [ "读", "写", "压缩文件" ] ] ], "level": { "min": 0.6188712522045855, "max": 0.619047619047619 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7448187_53428228@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7446337_53425511@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452328_53434256@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7435333_53405891@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_878815_1014828@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_217013_164815@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7451146_53432180@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7447325_53427042@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7434334_53404698@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7447197_53426716@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7448616_53428862@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7456277_53439861@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7446610_53426142@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7425723_53387428@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456187_53439603@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7406540_53356055@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_217171_165101@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7448359_53428518@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452934_53435371@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7451325_53432497@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7441988_53418639@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7452806_53435125@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7455982_53439437@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_727377_736423@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7462081_53447664@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7456665_53440705@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447722_53428548@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7445592_53424253@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_701740_591855@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7414722_53367670@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7437747_53410896@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451709_53433157@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_153168_14667@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_213544_156697@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1094201_1304573@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7452261_53434150@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7398377_53344590@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7462527_53448075@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7415779_53369354@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_770811_832861@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_391802_434673@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "117260436@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1043", "seg": [ [ [ "读", "写", "操作" ] ] ], "level": { "min": 0.6185185185185185, "max": 0.619047619047619 }, "related_data": {} } } }, { "文件操作": { "children": [ { "文件的写入": { "data": { "uuid": "python-5-668", "seg": [ [ [ "文件", "写入" ] ] ], "level": { "min": 0.619047619047619, "max": 0.6190828924162257 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427151_53391208@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "操作文件路径名": { "data": { "uuid": "python-5-669", "seg": [ [ [ "操作", "文件", "路径名", "文件路径名" ] ] ], "level": { "min": 0.6190828924162257, "max": 0.6191181657848324 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7452190_53434090@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1094253_1304319@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "文件检查": { "data": { "uuid": "python-5-670", "seg": [ [ [ "文件", "检查" ] ] ], "level": { "min": 0.6191181657848324, "max": 0.6191534391534391 }, "related_data": {} } } }, { "文件列表获取": { "data": { "uuid": "python-5-671", "seg": [ [ [ "文件", "列表", "获取", "文件列表" ] ] ], "level": { "min": 0.6191534391534391, "max": 0.6191887125220458 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_175803_56934@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "忽略文件名编码": { "data": { "uuid": "python-5-672", "seg": [ [ [ "文件名", "编码", "忽略文件名", "文件名编码" ] ] ], "level": { "min": 0.6191887125220458, "max": 0.6192239858906525 }, "related_data": {} } } }, { "打印不合法的文件名": { "data": { "uuid": "python-5-673", "seg": [ [ [ "打印", "合法", "文件名", "不合法" ] ] ], "level": { "min": 0.6192239858906525, "max": 0.6192592592592592 }, "related_data": {} } } }, { "文件编码变更": { "data": { "uuid": "python-5-674", "seg": [ [ [ "文件", "编码", "变更", "文件编码" ] ] ], "level": { "min": 0.6192592592592592, "max": 0.6192945326278659 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_662504_478250@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7425660_53387249@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "在文本文件中写入字节": { "data": { "uuid": "python-5-675", "seg": [ [ [ "文本文件", "写入", "字节" ] ] ], "level": { "min": 0.6192945326278659, "max": 0.6193298059964726 }, "related_data": {} } } }, { "文件描述符包装": { "data": { "uuid": "python-5-676", "seg": [ [ [ "文件", "描述符", "包装", "文件描述符" ] ] ], "level": { "min": 0.6193298059964726, "max": 0.6193650793650793 }, "related_data": {} } } }, { "创建临时文件和文件夹": { "data": { "uuid": "python-5-677", "seg": [ [ [ "创建", "临时文件" ], [ "文件夹" ] ] ], "level": { "min": 0.6193650793650793, "max": 0.619400352733686 }, "related_data": {} } } }, { "文件迭代": { "data": { "uuid": "python-5-678", "seg": [ [ [ "文件", "迭代" ] ] ], "level": { "min": 0.619400352733686, "max": 0.6194356261022927 }, "related_data": {} } } }, { "二进制文件映射": { "data": { "uuid": "python-5-679", "seg": [ [ [ "二进制", "文件", "映射", "二进制文件" ] ] ], "level": { "min": 0.6194356261022927, "max": 0.6194708994708994 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7395775_53338660@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409941_53360481@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "创建和解压归档文件": { "data": { "uuid": "python-5-680", "seg": [ [ [ "创建" ], [ "解压", "归档文件" ] ] ], "level": { "min": 0.6194708994708994, "max": 0.6195061728395062 }, "related_data": {} } } }, { "文件查找": { "data": { "uuid": "python-5-681", "seg": [ [ [ "文件", "查找" ] ] ], "level": { "min": 0.6195061728395062, "max": 0.6195414462081128 }, "related_data": {} } } }, { "配置文件读取": { "data": { "uuid": "python-5-682", "seg": [ [ [ "配置文件", "读取" ] ] ], "level": { "min": 0.6195414462081128, "max": 0.6195767195767196 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1044", "seg": [ [ [ "文件", "操作" ] ] ], "level": { "min": 0.619047619047619, "max": 0.6195767195767196 }, "related_data": {} } } }, { "使用分隔符或行终止符打印": { "data": { "uuid": "python-4-1045", "seg": [ [ [ "分隔符", "行", "终止符", "打印", "行终止符" ] ] ], "level": { "min": 0.6195767195767196, "max": 0.62010582010582 }, "related_data": {} } } }, { "字符串的I/O操作": { "data": { "uuid": "python-4-1046", "seg": [ [ [ "字符串", "i", "o", "操作" ] ] ], "level": { "min": 0.62010582010582, "max": 0.6206349206349207 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7444320_53422435@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_921754_1057441@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1071986_1274126@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7461650_53446831@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413794_53366168@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "可变缓冲区中二进制数据的读取": { "data": { "uuid": "python-4-1047", "seg": [ [ [ "可变", "缓冲区", "二进制", "数据", "读取", "二进制数据" ] ] ], "level": { "min": 0.6206349206349207, "max": 0.6211640211640211 }, "related_data": {} } } }, { "串行端口的数据通信": { "data": { "uuid": "python-4-1048", "seg": [ [ [ "串行", "端口", "数据通信" ] ] ], "level": { "min": 0.6211640211640211, "max": 0.6216931216931217 }, "related_data": {} } } }, { "对象序列化": { "data": { "uuid": "python-4-1049", "seg": [ [ [ "对象", "序列化", "对象序列化" ] ] ], "level": { "min": 0.6216931216931217, "max": 0.6222222222222222 }, "related_data": {} } } } ], "data": { "uuid": "python-3-182", "seg": [ [ [ "文件" ], [ "i", "o" ] ] ], "level": { "min": 0.6185185185185185, "max": 0.6222222222222222 }, "related_data": {} } } }, { "数据编码及处理": { "children": [ { "数据读/写": { "children": [ { "CSV数据读/写": { "data": { "uuid": "python-5-683", "seg": [ [ [ "csv", "数据", "读", "写" ] ] ], "level": { "min": 0.6222222222222222, "max": 0.6224074074074074 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427532_53393548@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_748584_800598@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "JSON数据读/写": { "data": { "uuid": "python-5-684", "seg": [ [ [ "json", "数据", "读", "写" ] ] ], "level": { "min": 0.6224074074074074, "max": 0.6225925925925926 }, "related_data": {} } } }, { "二进制数组数据读/写": { "data": { "uuid": "python-5-685", "seg": [ [ [ "二进制", "数组", "数据", "读", "写", "二进制数组", "数组数据" ] ] ], "level": { "min": 0.6225925925925926, "max": 0.6227777777777778 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1071215_1273039@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "嵌套和可变长二进制数据读取": { "data": { "uuid": "python-5-686", "seg": [ [ [ "嵌套" ], [ "可变", "长", "二进制", "数据", "读取", "二进制数据" ] ] ], "level": { "min": 0.6227777777777778, "max": 0.6229629629629629 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1050", "seg": [ [ [ "数据", "读", "写" ] ] ], "level": { "min": 0.6222222222222222, "max": 0.6229629629629629 }, "related_data": {} } } }, { "XML数据解析": { "children": [ { "简单XML数据解析": { "data": { "uuid": "python-5-687", "seg": [ [ [ "xml", "数据", "解析" ] ] ], "level": { "min": 0.6229629629629629, "max": 0.6232098765432098 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7121511_51052702@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_743705_788514@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7439463_53414129@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7461228_53446311@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7439766_53414492@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7446011_53425062@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7415926_53369553@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "51472640@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77281231@list@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "解析XML文档": { "data": { "uuid": "python-5-688", "seg": [ [ [ "解析", "xml", "文档" ] ] ], "level": { "min": 0.6232098765432098, "max": 0.6234567901234568 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7742767@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7392440@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7875087@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "修改XML": { "data": { "uuid": "python-5-689", "seg": [ [ [ "修改", "xml" ] ] ], "level": { "min": 0.6234567901234568, "max": 0.6237037037037036 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_372812_403203@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_856683_982292@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "51780637@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "1028334@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84636208@unittest@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8089698@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7886491@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1051", "seg": [ [ [ "xml", "数据", "解析" ] ] ], "level": { "min": 0.6229629629629629, "max": 0.6237037037037036 }, "related_data": {} } } }, { "字典转换为XML": { "data": { "uuid": "python-4-1052", "seg": [ [ [ "字典", "转换", "xml" ] ] ], "level": { "min": 0.6237037037037036, "max": 0.6244444444444445 }, "related_data": {} } } }, { "与关系型数据库的交互": { "data": { "uuid": "python-4-1053", "seg": [ [ [], [ "关系", "数据库", "交互", "关系型" ] ] ], "level": { "min": 0.6244444444444445, "max": 0.6251851851851852 }, "related_data": {} } } }, { "编码/解码": { "children": [ { "十六进制数编码和解码": { "data": { "uuid": "python-5-690", "seg": [ [ [ "十六进制", "数", "编码", "数编码" ], [ "解码" ] ] ], "level": { "min": 0.6251851851851852, "max": 0.6255555555555555 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_350942_359942@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7436880_53409217@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431064_53399025@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1089095_1295967@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445159_53423714@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "编码/解码Base64数据": { "data": { "uuid": "python-5-691", "seg": [ [ [ "编码", "解码", "base64", "数据" ] ] ], "level": { "min": 0.6255555555555555, "max": 0.6259259259259259 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1102246_1316619@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_237152_216885@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_693232_570403@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_716916_709991@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79971667@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1054", "seg": [ [ [ "编码", "解码" ] ] ], "level": { "min": 0.6251851851851852, "max": 0.6259259259259259 }, "related_data": {} } } } ], "data": { "uuid": "python-3-183", "seg": [ [ [ "数据编码" ], [] ] ], "level": { "min": 0.6222222222222222, "max": 0.6259259259259259 }, "related_data": {} } } }, { "函数": { "children": [ { "函数定义": { "children": [ { "有默认参数的函数定义": { "data": { "uuid": "python-5-692", "seg": [ [ [ "默认", "参数", "函数", "定义", "函数定义" ] ] ], "level": { "min": 0.6259259259259259, "max": 0.6261111111111111 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7403514_53352023@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7398553_53344867@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409305_53359690@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_771909_834988@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443075_53420102@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7439664_53414130@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7434731_53405170@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7452461_53434465@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455354_53438228@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_767205_826712@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7439539_53414020@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445174_53423720@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7429355_53396402@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7452969_53435475@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "匿名或内联函数定义": { "data": { "uuid": "python-5-693", "seg": [ [ [ "匿名", "内联", "函数", "定义", "内联函数", "函数定义" ] ] ], "level": { "min": 0.6261111111111111, "max": 0.6262962962962962 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1055", "seg": [ [ [ "函数", "定义", "函数定义" ] ] ], "level": { "min": 0.6259259259259259, "max": 0.6262962962962962 }, "related_data": {} } } }, { "函数的参数": { "children": [ { "接收任意数量参数": { "data": { "uuid": "python-5-694", "seg": [ [ [ "接收", "任意", "数量", "参数", "数量参数" ] ] ], "level": { "min": 0.6262962962962962, "max": 0.6263888888888889 }, "related_data": {} } } }, { "接收关键字参数": { "data": { "uuid": "python-5-695", "seg": [ [ [ "接收", "关键字", "参数", "关键字参数" ] ] ], "level": { "min": 0.6263888888888889, "max": 0.6264814814814814 }, "related_data": {} } } }, { "为参数增加元信息": { "data": { "uuid": "python-5-696", "seg": [ [ [ "参数", "增加", "信息" ] ] ], "level": { "min": 0.6264814814814814, "max": 0.626574074074074 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7436472_53408489@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "减少参数个数": { "data": { "uuid": "python-5-697", "seg": [ [ [ "减少", "参数", "个数", "参数个数" ] ] ], "level": { "min": 0.626574074074074, "max": 0.6266666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1056", "seg": [ [ [ "函数", "参数" ] ] ], "level": { "min": 0.6262962962962962, "max": 0.6266666666666666 }, "related_data": {} } } }, { "返回多个值的函数": { "data": { "uuid": "python-4-1057", "seg": [ [ [ "返回", "值", "函数" ] ] ], "level": { "min": 0.6266666666666666, "max": 0.6270370370370371 }, "related_data": {} } } }, { "类转换为函数": { "data": { "uuid": "python-4-1058", "seg": [ [ [ "类", "转换", "函数" ] ] ], "level": { "min": 0.6270370370370371, "max": 0.6274074074074074 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_5144767_34402885@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "回调函数": { "children": [ { "有额外状态信息的回调函数": { "data": { "uuid": "python-5-698", "seg": [ [ [ "额外", "状态", "信息", "回调", "函数", "状态信息" ] ] ], "level": { "min": 0.6274074074074074, "max": 0.6275925925925926 }, "related_data": {} } } }, { "内联回调函数": { "data": { "uuid": "python-5-699", "seg": [ [ [ "内联", "回调", "函数" ] ] ], "level": { "min": 0.6275925925925926, "max": 0.6277777777777778 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "10182401@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1059", "seg": [ [ [ "回调", "函数" ] ] ], "level": { "min": 0.6274074074074074, "max": 0.6277777777777778 }, "related_data": {} } } }, { "函数的创建和调用": { "children": [ { "创建一个函数": { "data": { "uuid": "python-5-700", "seg": [ [ [ "创建", "函数" ] ] ], "level": { "min": 0.6277777777777778, "max": 0.627962962962963 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_773507_837502@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7426070_53388802@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426068_53388815@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452156_53434000@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_231634_203069@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7419067_53376075@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_771657_834330@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1263418_3475211@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1090287_1297066@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "调用函数": { "data": { "uuid": "python-5-701", "seg": [ [ [ "调用函数" ] ] ], "level": { "min": 0.627962962962963, "max": 0.6281481481481481 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1060", "seg": [ [ [ "函数", "创建" ], [ "调用" ] ] ], "level": { "min": 0.6277777777777778, "max": 0.6281481481481481 }, "related_data": {} } } }, { "参数传递": { "children": [ { "了解形式参数和实际参数": { "data": { "uuid": "python-5-702", "seg": [ [ [ "形式参数" ], [ "参数", "实际参数" ] ] ], "level": { "min": 0.6281481481481481, "max": 0.6282222222222222 }, "related_data": {} } } }, { "位置参数": { "data": { "uuid": "python-5-703", "seg": [ [ [ "位置", "参数" ] ] ], "level": { "min": 0.6282222222222222, "max": 0.6282962962962962 }, "related_data": {} } } }, { "关键字参数": { "data": { "uuid": "python-5-704", "seg": [ [ [ "关键字", "参数", "关键字参数" ] ] ], "level": { "min": 0.6282962962962962, "max": 0.6283703703703704 }, "related_data": {} } } }, { "为参数设置默认值": { "data": { "uuid": "python-5-705", "seg": [ [ [ "参数设置", "默认值" ] ] ], "level": { "min": 0.6283703703703704, "max": 0.6284444444444444 }, "related_data": {} } } }, { "可变参数": { "data": { "uuid": "python-5-706", "seg": [ [ [ "可变", "参数" ] ] ], "level": { "min": 0.6284444444444444, "max": 0.6285185185185185 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1061", "seg": [ [ [ "参数传递" ] ] ], "level": { "min": 0.6281481481481481, "max": 0.6285185185185185 }, "related_data": {} } } }, { "返回值": { "data": { "uuid": "python-4-1062", "seg": [ [ [ "返回值" ] ] ], "level": { "min": 0.6285185185185185, "max": 0.6288888888888889 }, "related_data": {} } } }, { "变量的作用域": { "children": [ { "局部变量": { "data": { "uuid": "python-5-707", "seg": [ [ [ "局部变量" ] ] ], "level": { "min": 0.6288888888888889, "max": 0.6290740740740741 }, "related_data": {} } } }, { "全局变量": { "data": { "uuid": "python-5-708", "seg": [ [ [ "全局变量" ] ] ], "level": { "min": 0.6290740740740741, "max": 0.6292592592592593 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1063", "seg": [ [ [ "变量", "作用域" ] ] ], "level": { "min": 0.6288888888888889, "max": 0.6292592592592593 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433376_53403578@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438894_53412339@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "匿名函数": { "data": { "uuid": "python-4-1064", "seg": [ [ [ "匿名", "函数" ] ] ], "level": { "min": 0.6292592592592593, "max": 0.6296296296296297 }, "related_data": {} } } } ], "data": { "uuid": "python-3-184", "seg": [ [ [ "函数" ] ] ], "level": { "min": 0.6259259259259259, "max": 0.6296296296296297 }, "related_data": {} } } }, { "元编程": { "children": [ { "装饰器": { "children": [ { "函数添加装饰器": { "data": { "uuid": "python-5-709", "seg": [ [ [ "函数", "添加", "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.6296296296296297, "max": 0.629653371320038 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1067953_1268416@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "装饰器中保留函数元信息": { "data": { "uuid": "python-5-710", "seg": [ [ [ "装饰", "器", "保留", "函数", "信息", "装饰器" ] ] ], "level": { "min": 0.629653371320038, "max": 0.6296771130104464 }, "related_data": {} } } }, { "解除装饰器": { "data": { "uuid": "python-5-711", "seg": [ [ [ "解除", "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.6296771130104464, "max": 0.6297008547008547 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_698224_584953@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7412935_53364487@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1082008_1287825@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "77170585@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113577228@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86328388@unittest@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "带参数的装饰器": { "data": { "uuid": "python-5-712", "seg": [ [ [ "带", "参数", "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.6297008547008547, "max": 0.6297245963912631 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1054413_1251678@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7453451_53436168@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7430478_53397565@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "8687811@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "装饰器自定义属性": { "data": { "uuid": "python-5-713", "seg": [ [ [ "装饰", "器", "自定义", "属性", "装饰器" ] ] ], "level": { "min": 0.6297245963912631, "max": 0.6297483380816714 }, "related_data": {} } } }, { "带可选参数的装饰器": { "data": { "uuid": "python-5-714", "seg": [ [ [ "带", "可选", "参数", "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.6297483380816714, "max": 0.6297720797720798 }, "related_data": {} } } }, { "函数的类型检查": { "data": { "uuid": "python-5-715", "seg": [ [ [ "函数", "类型", "检查" ] ] ], "level": { "min": 0.6297720797720798, "max": 0.6297958214624881 }, "related_data": {} } } }, { "类中定义装饰器": { "data": { "uuid": "python-5-716", "seg": [ [ [ "类", "定义", "装饰", "器", "定义装饰", "装饰器" ] ] ], "level": { "min": 0.6297958214624881, "max": 0.6298195631528964 }, "related_data": {} } } }, { "装饰器定义为类": { "data": { "uuid": "python-5-717", "seg": [ [ [ "装饰", "器", "定义", "装饰器", "器定义" ] ] ], "level": { "min": 0.6298195631528964, "max": 0.6298433048433049 }, "related_data": {} } } }, { "类和静态方法的装饰器": { "data": { "uuid": "python-5-718", "seg": [ [ [ "类" ], [ "静态方法", "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.6298433048433049, "max": 0.6298670465337132 }, "related_data": {} } } }, { "给函数增加参数": { "data": { "uuid": "python-5-719", "seg": [ [ [ "函数", "增加", "参数" ] ] ], "level": { "min": 0.6298670465337132, "max": 0.6298907882241216 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_5884522_37226974@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "扩充类的功能": { "data": { "uuid": "python-5-720", "seg": [ [ [ "扩充", "类", "功能" ] ] ], "level": { "min": 0.6298907882241216, "max": 0.6299145299145299 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1065", "seg": [ [ [ "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.6296296296296297, "max": 0.6299145299145299 }, "related_data": {} } } }, { "元类": { "children": [ { "元类定义可选参数": { "data": { "uuid": "python-5-721", "seg": [ [ [ "类", "定义", "参数" ] ] ], "level": { "min": 0.6299145299145299, "max": 0.6301994301994303 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_235866_215290@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1066", "seg": [ [ [ "类" ] ] ], "level": { "min": 0.6299145299145299, "max": 0.6301994301994303 }, "related_data": {} } } }, { "类的属性定义顺序": { "data": { "uuid": "python-4-1067", "seg": [ [ [ "类", "属性", "定义", "顺序", "属性定义", "定义顺序" ] ] ], "level": { "min": 0.6301994301994303, "max": 0.6304843304843305 }, "related_data": {} } } }, { "强制参数签名": { "data": { "uuid": "python-4-1068", "seg": [ [ [ "强制", "参数", "签名" ] ] ], "level": { "min": 0.6304843304843305, "max": 0.6307692307692307 }, "related_data": {} } } }, { "强制使用编程规约": { "data": { "uuid": "python-4-1069", "seg": [ [ [ "强制", "编程", "规约", "编程规约" ] ] ], "level": { "min": 0.6307692307692307, "max": 0.6310541310541311 }, "related_data": {} } } }, { "以编程方式定义类": { "data": { "uuid": "python-4-1070", "seg": [ [ [ "编程", "方式", "定义", "类", "编程方式", "方式定义", "定义类" ] ] ], "level": { "min": 0.6310541310541311, "max": 0.6313390313390314 }, "related_data": {} } } }, { "初始化类的成员": { "data": { "uuid": "python-4-1071", "seg": [ [ [ "初始化", "类", "成员" ] ] ], "level": { "min": 0.6313390313390314, "max": 0.6316239316239316 }, "related_data": {} } } }, { "利用注解实现方法重载": { "data": { "uuid": "python-4-1072", "seg": [ [ [ "利用", "注解", "方法", "重载" ] ] ], "level": { "min": 0.6316239316239316, "max": 0.6319088319088318 }, "related_data": {} } } }, { "避免重复的属性方法": { "data": { "uuid": "python-4-1073", "seg": [ [ [ "重复", "属性", "方法", "属性方法" ] ] ], "level": { "min": 0.6319088319088318, "max": 0.6321937321937322 }, "related_data": {} } } }, { "定义上下文管理器": { "data": { "uuid": "python-4-1074", "seg": [ [ [ "定义", "上下文", "管理器" ] ] ], "level": { "min": 0.6321937321937322, "max": 0.6324786324786325 }, "related_data": {} } } }, { "局部变量域中执行代码": { "data": { "uuid": "python-4-1075", "seg": [ [ [ "局部变量", "域", "执行", "局部变量域" ] ] ], "level": { "min": 0.6324786324786325, "max": 0.6327635327635327 }, "related_data": {} } } }, { "Python源码解析": { "data": { "uuid": "python-4-1076", "seg": [ [ [ "python", "解析" ] ] ], "level": { "min": 0.6327635327635327, "max": 0.6330484330484331 }, "related_data": {} } } }, { "Python字节码拆解": { "data": { "uuid": "python-4-1077", "seg": [ [ [ "python", "字节", "码", "拆解", "字节码" ] ] ], "level": { "min": 0.6330484330484331, "max": 0.6333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-185", "seg": [ [ [ "编程" ] ] ], "level": { "min": 0.6296296296296297, "max": 0.6333333333333333 }, "related_data": {} } } }, { "并发编程": { "children": [ { "线程处理": { "children": [ { "线程的启动与停止": { "data": { "uuid": "python-5-722", "seg": [ [ [ "线程", "启动" ], [ "停止" ] ] ], "level": { "min": 0.6333333333333333, "max": 0.6334089191232048 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7418793_53375289@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "线程判断": { "data": { "uuid": "python-5-723", "seg": [ [ [ "线程", "判断" ] ] ], "level": { "min": 0.6334089191232048, "max": 0.6334845049130763 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7430810_53398326@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7430220_53397261@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7416666_53371061@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7436922_53409437@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "101594705@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "线程间通信": { "data": { "uuid": "python-5-724", "seg": [ [ [ "线程", "间通信", "线程间通信" ] ] ], "level": { "min": 0.6334845049130763, "max": 0.6335600907029478 }, "related_data": {} } } }, { "线程加锁": { "data": { "uuid": "python-5-725", "seg": [ [ [ "线程", "加锁" ] ] ], "level": { "min": 0.6335600907029478, "max": 0.6336356764928193 }, "related_data": {} } } }, { "防止死锁": { "data": { "uuid": "python-5-726", "seg": [ [ [ "死锁" ] ] ], "level": { "min": 0.6336356764928193, "max": 0.6337112622826908 }, "related_data": {} } } }, { "线程状态信息保存": { "data": { "uuid": "python-5-727", "seg": [ [ [ "线程", "状态", "信息", "保存", "线程状态", "状态信息" ] ] ], "level": { "min": 0.6337112622826908, "max": 0.6337868480725622 }, "related_data": {} } } }, { "创建线程池": { "data": { "uuid": "python-5-728", "seg": [ [ [ "创建", "线程", "池", "线程池" ] ] ], "level": { "min": 0.6337868480725622, "max": 0.6338624338624338 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428377_53394095@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1078", "seg": [ [ [ "线程" ] ] ], "level": { "min": 0.6333333333333333, "max": 0.6338624338624338 }, "related_data": {} } } }, { "并行编程": { "data": { "uuid": "python-4-1079", "seg": [ [ [ "并行", "编程" ] ] ], "level": { "min": 0.6338624338624338, "max": 0.6343915343915344 }, "related_data": {} } } }, { "Actor任务定义": { "data": { "uuid": "python-4-1080", "seg": [ [ [ "actor", "定义", "任务定义" ] ] ], "level": { "min": 0.6343915343915344, "max": 0.6349206349206349 }, "related_data": {} } } }, { "消息发布/订阅模型": { "data": { "uuid": "python-4-1081", "seg": [ [ [ "消息", "发布", "订阅", "模型" ] ] ], "level": { "min": 0.6349206349206349, "max": 0.6354497354497354 }, "related_data": {} } } }, { "生成器代替线程": { "data": { "uuid": "python-4-1082", "seg": [ [ [ "生成器", "线程" ] ] ], "level": { "min": 0.6354497354497354, "max": 0.6359788359788359 }, "related_data": {} } } }, { "线程队列轮询": { "data": { "uuid": "python-4-1083", "seg": [ [ [ "线程", "队列", "轮询", "线程队列" ] ] ], "level": { "min": 0.6359788359788359, "max": 0.6365079365079365 }, "related_data": {} } } }, { "守护进程": { "data": { "uuid": "python-4-1084", "seg": [ [ [ "守护", "进程" ] ] ], "level": { "min": 0.6365079365079365, "max": 0.637037037037037 }, "related_data": {} } } } ], "data": { "uuid": "python-3-186", "seg": [ [ [ "并发", "编程" ] ] ], "level": { "min": 0.6333333333333333, "max": 0.637037037037037 }, "related_data": {} } } }, { "脚本编程与系统管理": { "children": [ { "脚本接收": { "data": { "uuid": "python-4-1085", "seg": [ [ [ "脚本", "接收" ] ] ], "level": { "min": 0.637037037037037, "max": 0.6374485596707818 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7460188_53445249@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769484_830444@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "终止程序": { "data": { "uuid": "python-4-1086", "seg": [ [ [ "终止", "程序" ] ] ], "level": { "min": 0.6374485596707818, "max": 0.6378600823045267 }, "related_data": {} } } }, { "解析命令行选项": { "data": { "uuid": "python-4-1087", "seg": [ [ [ "解析", "命令行", "选项", "命令行选项" ] ] ], "level": { "min": 0.6378600823045267, "max": 0.6382716049382715 }, "related_data": {} } } }, { "弹出密码输入提示": { "data": { "uuid": "python-4-1088", "seg": [ [ [ "弹", "出", "密码", "输入", "提示" ] ] ], "level": { "min": 0.6382716049382715, "max": 0.6386831275720164 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7435249_53405757@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7396383_53339905@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451063_53432123@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "执行外部命令": { "data": { "uuid": "python-4-1089", "seg": [ [ [ "执行", "外部命令" ] ] ], "level": { "min": 0.6386831275720164, "max": 0.6390946502057613 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7412807_53364821@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7424160_53385314@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "添加日志": { "children": [ { "脚本增加日志功能": { "data": { "uuid": "python-5-729", "seg": [ [ [ "脚本", "增加", "日志", "功能", "日志功能" ] ] ], "level": { "min": 0.6390946502057613, "max": 0.6393004115226337 }, "related_data": {} } } }, { "函数库增加日志功能": { "data": { "uuid": "python-5-730", "seg": [ [ [ "函数库", "增加", "日志", "功能", "日志功能" ] ] ], "level": { "min": 0.6393004115226337, "max": 0.6395061728395062 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1090", "seg": [ [ [ "添加", "日志" ] ] ], "level": { "min": 0.6390946502057613, "max": 0.6395061728395062 }, "related_data": {} } } }, { "实现计时器": { "data": { "uuid": "python-4-1091", "seg": [ [ [ "计时器" ] ] ], "level": { "min": 0.6395061728395062, "max": 0.639917695473251 }, "related_data": {} } } }, { "内存和CPU监测": { "data": { "uuid": "python-4-1092", "seg": [ [ [ "内存" ], [ "cpu", "监测" ] ] ], "level": { "min": 0.639917695473251, "max": 0.6403292181069958 }, "related_data": {} } } }, { "启动Web浏览器": { "data": { "uuid": "python-4-1093", "seg": [ [ [ "启动", "web", "浏览器" ] ] ], "level": { "min": 0.6403292181069958, "max": 0.6407407407407407 }, "related_data": {} } } } ], "data": { "uuid": "python-3-187", "seg": [ [ [ "脚本", "编程", "脚本编程" ], [ "系统管理" ] ] ], "level": { "min": 0.637037037037037, "max": 0.6407407407407407 }, "related_data": {} } } }, { "Python的内存管理机制": { "children": [ { "Python内存架构": { "data": { "uuid": "python-4-1094", "seg": [ [ [ "python", "内存", "架构", "内存架构" ] ] ], "level": { "min": 0.6407407407407407, "max": 0.6416666666666666 }, "related_data": {} } } }, { "小块空间的内存池": { "children": [ { "block": { "data": { "uuid": "python-5-731", "seg": [ [ [ "block" ] ] ], "level": { "min": 0.6416666666666666, "max": 0.641898148148148 }, "related_data": {} } } }, { "pool": { "data": { "uuid": "python-5-732", "seg": [ [ [ "pool" ] ] ], "level": { "min": 0.641898148148148, "max": 0.6421296296296296 }, "related_data": {} } } }, { "arena": { "data": { "uuid": "python-5-733", "seg": [ [ [ "arena" ] ] ], "level": { "min": 0.6421296296296296, "max": 0.6423611111111112 }, "related_data": {} } } }, { "内存池": { "data": { "uuid": "python-5-734", "seg": [ [ [ "内存", "池", "内存池" ] ] ], "level": { "min": 0.6423611111111112, "max": 0.6425925925925926 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7453010_53435577@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1095", "seg": [ [ [ "空间", "内存", "池", "内存池" ] ] ], "level": { "min": 0.6416666666666666, "max": 0.6425925925925926 }, "related_data": {} } } }, { "循环引用的垃圾收集": { "children": [ { "三色标记模型": { "data": { "uuid": "python-5-735", "seg": [ [ [ "色", "标记", "模型", "色标记", "标记模型" ] ] ], "level": { "min": 0.6425925925925926, "max": 0.6435185185185185 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1096", "seg": [ [ [ "循环", "引用", "垃圾", "收集" ] ] ], "level": { "min": 0.6425925925925926, "max": 0.6435185185185185 }, "related_data": {} } } }, { "Python垃圾收集": { "children": [ { "可收集对象链表": { "data": { "uuid": "python-5-736", "seg": [ [ [ "收集", "对象", "链表", "对象链表" ] ] ], "level": { "min": 0.6435185185185185, "max": 0.6438271604938272 }, "related_data": {} } } }, { "分代垃圾收集": { "data": { "uuid": "python-5-737", "seg": [ [ [ "分代", "垃圾", "收集", "分代垃圾" ] ] ], "level": { "min": 0.6438271604938272, "max": 0.6441358024691357 }, "related_data": {} } } }, { "Python中的标记—清除方法": { "data": { "uuid": "python-5-738", "seg": [ [ [ "python", "标记", "清除", "方法" ] ] ], "level": { "min": 0.6441358024691357, "max": 0.6444444444444444 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1097", "seg": [ [ [ "python", "垃圾", "收集" ] ] ], "level": { "min": 0.6435185185185185, "max": 0.6444444444444444 }, "related_data": {} } } } ], "data": { "uuid": "python-3-188", "seg": [ [ [ "python", "内存", "管理机制", "内存管理机制" ] ] ], "level": { "min": 0.6407407407407407, "max": 0.6444444444444444 }, "related_data": {} } } }, { "性能优化与实践": { "children": [ { "优化的规则": { "children": [ { "先使程序可以正常工作": { "data": { "uuid": "python-5-739", "seg": [ [ [ "程序", "工作", "先使", "正常工作" ] ] ], "level": { "min": 0.6444444444444444, "max": 0.644753086419753 }, "related_data": {} } } }, { "从用户的角度进行": { "data": { "uuid": "python-5-740", "seg": [ [ [ "用户", "角度" ] ] ], "level": { "min": 0.644753086419753, "max": 0.6450617283950617 }, "related_data": {} } } }, { "保证代码易读": { "data": { "uuid": "python-5-741", "seg": [ [ [ "保证", "易读" ] ] ], "level": { "min": 0.6450617283950617, "max": 0.6453703703703704 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1098", "seg": [ [ [ "优化", "规则" ] ] ], "level": { "min": 0.6444444444444444, "max": 0.6453703703703704 }, "related_data": {} } } }, { "优化策略": { "children": [ { "寻找其他原因": { "data": { "uuid": "python-5-742", "seg": [ [ [ "寻找", "原因" ] ] ], "level": { "min": 0.6453703703703704, "max": 0.645679012345679 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7398114_53343976@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7445002_53423579@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413918_53366158@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425006_53386187@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7440009_53414867@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7460903_53446041@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_4646498_29330404@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "度量硬件": { "data": { "uuid": "python-5-743", "seg": [ [ [ "度量", "硬件", "度量硬件" ] ] ], "level": { "min": 0.645679012345679, "max": 0.6459876543209876 }, "related_data": {} } } }, { "编写速度测试代码": { "data": { "uuid": "python-5-744", "seg": [ [ [ "编写", "速度", "测试代码", "速度测试代码" ] ] ], "level": { "min": 0.6459876543209876, "max": 0.6462962962962963 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1099", "seg": [ [ [ "优化", "策略" ] ] ], "level": { "min": 0.6453703703703704, "max": 0.6462962962962963 }, "related_data": {} } } }, { "查找瓶颈": { "children": [ { "剖析CPU使用情况": { "data": { "uuid": "python-5-745", "seg": [ [ [ "剖析", "cpu", "情况" ] ] ], "level": { "min": 0.6462962962962963, "max": 0.6467592592592593 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1064492_1262788@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "剖析内存使用情况": { "data": { "uuid": "python-5-746", "seg": [ [ [ "剖析", "内存", "情况" ] ] ], "level": { "min": 0.6467592592592593, "max": 0.6472222222222221 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1100", "seg": [ [ [ "查找", "瓶颈" ] ] ], "level": { "min": 0.6462962962962963, "max": 0.6472222222222221 }, "related_data": {} } } }, { "降低复杂度": { "children": [ { "测量回路复杂度": { "data": { "uuid": "python-5-747", "seg": [ [ [ "测量", "回路", "复杂度" ] ] ], "level": { "min": 0.6472222222222221, "max": 0.6475308641975308 }, "related_data": {} } } }, { "测量大O记号": { "data": { "uuid": "python-5-748", "seg": [ [ [ "测量", "o", "记号" ] ] ], "level": { "min": 0.6475308641975308, "max": 0.6478395061728395 }, "related_data": {} } } }, { "简化": { "data": { "uuid": "python-5-749", "seg": [ [ [ "简化" ] ] ], "level": { "min": 0.6478395061728395, "max": 0.6481481481481481 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7401718_53349446@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1101", "seg": [ [ [ "降低", "复杂度" ] ] ], "level": { "min": 0.6472222222222221, "max": 0.6481481481481481 }, "related_data": {} } } } ], "data": { "uuid": "python-3-189", "seg": [ [ [ "性能", "优化" ], [ "实践" ] ] ], "level": { "min": 0.6444444444444444, "max": 0.6481481481481481 }, "related_data": {} } } }, { "通用应用主题": { "children": [ { "因特网客户端编程": { "children": [ { "因特网客户端简介": { "data": { "uuid": "python-5-750", "seg": [ [ [ "因特网", "客户端", "简介", "因特网客户端" ] ] ], "level": { "min": 0.6481481481481481, "max": 0.6483539094650206 }, "related_data": {} } } }, { "文件传输": { "children": [ { "文件传输因特网协议": { "data": { "uuid": "python-6-114", "seg": [ [ [ "文件传输", "因特网", "协议", "因特网协议" ] ] ], "level": { "min": 0.6483539094650206, "max": 0.6483882030178326 }, "related_data": {} } } }, { "文件传输协议": { "data": { "uuid": "python-6-115", "seg": [ [ [ "文件传输", "协议" ] ] ], "level": { "min": 0.6483882030178326, "max": 0.6484224965706448 }, "related_data": {} } } }, { "ftplib.FTP类的方法": { "data": { "uuid": "python-6-116", "seg": [ [ [ "ftplib", "ftp", "类", "方法" ] ] ], "level": { "min": 0.6484224965706448, "max": 0.6484567901234568 }, "related_data": {} } } }, { "交互式FTP示例": { "data": { "uuid": "python-6-117", "seg": [ [ [ "交互式", "ftp", "示例" ] ] ], "level": { "min": 0.6484567901234568, "max": 0.6484910836762688 }, "related_data": {} } } }, { "客户端FTP程序示例": { "data": { "uuid": "python-6-118", "seg": [ [ [ "客户端", "ftp", "程序", "示例", "程序示例" ] ] ], "level": { "min": 0.6484910836762688, "max": 0.648525377229081 }, "related_data": {} } } }, { "FTP的其他内容": { "data": { "uuid": "python-6-119", "seg": [ [ [ "ftp", "内容" ] ] ], "level": { "min": 0.648525377229081, "max": 0.648559670781893 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1061625_1259458@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "437387@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-5-751", "seg": [ [ [ "文件传输" ] ] ], "level": { "min": 0.6483539094650206, "max": 0.648559670781893 }, "related_data": {} } } }, { "网络新闻": { "children": [ { "Usenet与新闻组": { "data": { "uuid": "python-6-120", "seg": [ [ [ "usenet" ], [ "新闻组" ] ] ], "level": { "min": 0.648559670781893, "max": 0.6485939643347051 }, "related_data": {} } } }, { "网络新闻传输协议": { "data": { "uuid": "python-6-121", "seg": [ [ [ "网络新闻", "传输", "协议" ] ] ], "level": { "min": 0.6485939643347051, "max": 0.6486282578875172 }, "related_data": {} } } }, { "nntplib.NNTP类方法": { "data": { "uuid": "python-6-122", "seg": [ [ [ "nntplib", "nntp", "类", "方法" ] ] ], "level": { "min": 0.6486282578875172, "max": 0.6486625514403292 }, "related_data": {} } } }, { "交互式NNTP示例": { "data": { "uuid": "python-6-123", "seg": [ [ [ "交互式", "nntp", "示例" ] ] ], "level": { "min": 0.6486625514403292, "max": 0.6486968449931413 }, "related_data": {} } } }, { "客户端程序NNTP示例": { "data": { "uuid": "python-6-124", "seg": [ [ [ "客户端程序", "nntp", "示例" ] ] ], "level": { "min": 0.6486968449931413, "max": 0.6487311385459534 }, "related_data": {} } } }, { "NNTP的其他内容": { "data": { "uuid": "python-6-125", "seg": [ [ [ "nntp", "内容" ] ] ], "level": { "min": 0.6487311385459534, "max": 0.6487654320987655 }, "related_data": {} } } } ], "data": { "uuid": "python-5-752", "seg": [ [ [ "网络新闻" ] ] ], "level": { "min": 0.648559670781893, "max": 0.6487654320987655 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1102", "seg": [ [ [ "因特网", "客户端", "编程", "因特网客户端", "客户端编程" ] ] ], "level": { "min": 0.6481481481481481, "max": 0.6487654320987655 }, "related_data": {} } } }, { "多线程编程": { "children": [ { "thread模块": { "data": { "uuid": "python-5-753", "seg": [ [ [ "thread", "模块" ] ] ], "level": { "min": 0.6487654320987655, "max": 0.648888888888889 }, "related_data": {} } } }, { "threading模块": { "children": [ { "Thread类": { "data": { "uuid": "python-6-126", "seg": [ [ [ "thread", "类" ] ] ], "level": { "min": 0.648888888888889, "max": 0.6489506172839506 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7350420@descriptor@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6158960@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7938435@descriptor@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7983449@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7055025@list@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "threading模块的其他函数": { "data": { "uuid": "python-6-127", "seg": [ [ [ "threading", "模块", "函数" ] ] ], "level": { "min": 0.6489506172839506, "max": 0.6490123456790123 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1090457_1297431@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_225783_187579@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "90408513@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53743116@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82115277@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-5-754", "seg": [ [ [ "threading", "模块" ] ] ], "level": { "min": 0.648888888888889, "max": 0.6490123456790123 }, "related_data": {} } } }, { "单线程和多线程执行对比": { "data": { "uuid": "python-5-755", "seg": [ [ [ "单线程" ], [ "多线程", "执行" ] ] ], "level": { "min": 0.6490123456790123, "max": 0.6491358024691358 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_689219_556764@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "多线程实践": { "children": [ { "图书排名示例": { "data": { "uuid": "python-6-128", "seg": [ [ [ "图书", "排名", "示例" ] ] ], "level": { "min": 0.6491358024691358, "max": 0.6491666666666667 }, "related_data": {} } } }, { "同步原语": { "data": { "uuid": "python-6-129", "seg": [ [ [ "同步", "原语", "同步原语" ] ] ], "level": { "min": 0.6491666666666667, "max": 0.6491975308641975 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7445863_53424952@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "锁示例": { "data": { "uuid": "python-6-130", "seg": [ [ [ "锁", "示例" ] ] ], "level": { "min": 0.6491975308641975, "max": 0.6492283950617284 }, "related_data": {} } } }, { "信号量示例": { "data": { "uuid": "python-6-131", "seg": [ [ [ "信号量", "示例", "信号量示例" ] ] ], "level": { "min": 0.6492283950617284, "max": 0.6492592592592592 }, "related_data": {} } } } ], "data": { "uuid": "python-5-756", "seg": [ [ [ "多线程", "实践" ] ] ], "level": { "min": 0.6491358024691358, "max": 0.6492592592592592 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_688948_555847@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_756864_812080@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_650141_456571@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413180_53364999@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_696441_580397@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "87899772@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "线程的替代方案": { "children": [ { "subprocess模块": { "data": { "uuid": "python-6-132", "seg": [ [ [ "subprocess", "模块" ] ] ], "level": { "min": 0.6492592592592592, "max": 0.6493004115226337 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_938609_1252393@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "4006194@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "multiprocessing模块": { "data": { "uuid": "python-6-133", "seg": [ [ [ "multiprocessing", "模块" ] ] ], "level": { "min": 0.6493004115226337, "max": 0.6493415637860082 }, "related_data": {} } } }, { "concurrent.futures模块": { "data": { "uuid": "python-6-134", "seg": [ [ [ "concurrent", "futures", "模块" ] ] ], "level": { "min": 0.6493415637860082, "max": 0.6493827160493827 }, "related_data": {} } } } ], "data": { "uuid": "python-5-757", "seg": [ [ [ "线程", "方案", "替代方案" ] ] ], "level": { "min": 0.6492592592592592, "max": 0.6493827160493827 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_978246_1136950@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1103", "seg": [ [ [ "多线程", "编程" ] ] ], "level": { "min": 0.6487654320987655, "max": 0.6493827160493827 }, "related_data": {} } } }, { "GUI编程": { "children": [ { "Tkinter示例": { "children": [ { "Label控件": { "data": { "uuid": "python-6-135", "seg": [ [ [ "label", "控件" ] ] ], "level": { "min": 0.6493827160493827, "max": 0.6494341563786008 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1091884_1299540@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "41950975@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70171706@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54696630@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88819387@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85079411@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111166775@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89219655@tkinter@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Button控件": { "data": { "uuid": "python-6-136", "seg": [ [ [ "button", "控件" ] ] ], "level": { "min": 0.6494341563786008, "max": 0.6494855967078189 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7400925_53349070@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_199904_119126@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1093030_1302028@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "85080617@tkinter@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79603579@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6412545@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6871070@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7823765@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7101355@descriptor@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6566317@list@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6400385@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7585905@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7704780@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6706729@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7368157@list@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7446726@list@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6409708@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6645629@list@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Label和Button控件": { "data": { "uuid": "python-6-137", "seg": [ [ [ "label" ], [ "button", "控件" ] ] ], "level": { "min": 0.6494855967078189, "max": 0.649537037037037 }, "related_data": {} } } }, { "Label、Button和Scale控件": { "data": { "uuid": "python-6-138", "seg": [ [ [ "label" ], [ "button" ], [ "scale", "控件" ] ] ], "level": { "min": 0.649537037037037, "max": 0.649588477366255 }, "related_data": {} } } }, { "偏函数应用示例": { "data": { "uuid": "python-6-139", "seg": [ [ [ "偏", "函数", "示例" ] ] ], "level": { "min": 0.649588477366255, "max": 0.6496399176954731 }, "related_data": {} } } }, { "中级Tkinter示例": { "data": { "uuid": "python-6-140", "seg": [ [ [ "中级", "tkinter", "示例" ] ] ], "level": { "min": 0.6496399176954731, "max": 0.6496913580246912 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7409209_53359543@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_227956_193131@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7418023_53373974@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_760153_816728@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7438717_53412138@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7449330_53429401@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1098697_1313417@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7386004_53337209@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7416714_53371058@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_160312_27673@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433101_53402906@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_768234_828208@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_660497_475011@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1063845_1262024@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7408392_53358597@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7431227_53399247@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7415780_53369426@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7461323_53447651@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_714171_705952@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7453379_53436243@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "83475314@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53985080@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78705337@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53983812@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83933484@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107444031@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78267773@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "97137618@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86662104@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88918304@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83043605@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77475635@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "45060737@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82593012@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88270282@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "96093396@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116266252@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89339194@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81057886@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91348889@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116266252@pyqt@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79333987@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "19435081@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78838395@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110864337@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "16361065@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108651316@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78298771@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108367300@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50495942@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85274368@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50441306@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78379523@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86484672@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77508504@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108810248@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89528243@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89855134@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89150105@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78939092@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83719068@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "16361643@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85596217@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85112829@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103757893@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53813152@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54428405@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85272026@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85108316@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103396078@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85108366@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117969073@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85108351@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88817605@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85108309@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104174348@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85274122@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "12845761@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85594760@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "107270408@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46331075@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79331756@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85108328@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "72510927@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79981788@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85108440@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85108303@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85273584@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "72903018@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77938938@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "16821381@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107820351@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50809296@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115981867@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88386231@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84494428@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81211512@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112185106@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109759094@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103214390@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107311197@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106082306@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "93996709@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82497564@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81434720@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79339954@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50776334@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109824836@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88560716@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53513377@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85108467@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79204072@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111413536@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54377919@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "93964322@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85072604@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85930815@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115933118@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91959981@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109259412@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103589246@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82783470@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "110643393@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104190914@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77587985@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79533843@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111406131@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115920226@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "69524485@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70332716@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113393829@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "38434443@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103825624@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88869190@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103341584@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85598325@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104340242@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79632211@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "99616160@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82656958@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83009900@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78639014@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78947971@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85312849@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118088846@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113769981@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81989093@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81947086@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80836955@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118528889@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "42426373@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78759456@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80963688@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113792948@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102837534@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78763208@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107972732@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89527561@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83472581@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115771126@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84555128@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108929765@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91127735@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "46473939@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113769981@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111997254@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108104202@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103551971@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "23717355@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109516828@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114886311@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87212711@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "76836817@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80633786@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103976753@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110508793@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51854084@tkinter@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109467694@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102755663@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109102996@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78974308@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83834580@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103976034@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82988893@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108906112@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118442930@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116036439@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113611720@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117428879@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111602708@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117753621@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51329497@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90250938@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107744054@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82874653@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110789497@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116797652@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100763985@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82319549@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108537289@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103548765@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81293772@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117931360@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108699613@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85286479@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103533279@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84386504@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78456925@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117603167@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80007537@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "49785449@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116403680@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89955166@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108830215@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103855509@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86745185@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83387965@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81297292@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108455438@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114003699@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "73131270@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88103357@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103446917@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81177558@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107373336@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109733120@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87865485@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118459591@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117626773@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118641098@tkinter@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80161637@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115771446@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78389315@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111996255@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117764402@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117764402@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117608286@tkinter@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114066318@selenium@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118861852@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118861852@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114066318@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117449191@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117449191@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81058283@tkinter@python", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-5-758", "seg": [ [ [ "tkinter", "示例" ] ] ], "level": { "min": 0.6493827160493827, "max": 0.6496913580246912 }, "related_data": {} } } }, { "其他GUI简介": { "children": [ { "Tk接口扩展(Tix)": { "data": { "uuid": "python-6-141", "seg": [ [ [ "tk", "接口", "扩展", "tix" ] ] ], "level": { "min": 0.6496913580246912, "max": 0.6497685185185185 }, "related_data": {} } } }, { "Python MegaWidgets(PMW)": { "data": { "uuid": "python-6-142", "seg": [ [ [ "python", "megawidgets", "pmw" ] ] ], "level": { "min": 0.6497685185185185, "max": 0.6498456790123456 }, "related_data": {} } } }, { "GTK+和PyGTK": { "data": { "uuid": "python-6-143", "seg": [ [ [ "gtk" ], [ "pygtk" ] ] ], "level": { "min": 0.6498456790123456, "max": 0.6499228395061727 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "3354595@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Tile/Ttk": { "data": { "uuid": "python-6-144", "seg": [ [ [ "tile", "ttk" ] ] ], "level": { "min": 0.6499228395061727, "max": 0.6499999999999999 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "79868816@tkinter@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100107889@tkinter@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-759", "seg": [ [ [ "gui", "简介" ] ] ], "level": { "min": 0.6496913580246912, "max": 0.6499999999999999 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1104", "seg": [ [ [ "gui", "编程" ] ] ], "level": { "min": 0.6493827160493827, "max": 0.6499999999999999 }, "related_data": {} } } }, { "数据库编程": { "children": [ { "Python的DB-API": { "children": [ { "模块属性": { "data": { "uuid": "python-6-145", "seg": [ [ [ "模块", "属性", "模块属性" ] ] ], "level": { "min": 0.6499999999999999, "max": 0.6500257201646089 }, "related_data": {} } } }, { "Connection对象": { "data": { "uuid": "python-6-146", "seg": [ [ [ "connection", "对象" ] ] ], "level": { "min": 0.6500257201646089, "max": 0.650051440329218 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "89411415@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Cursor对象": { "data": { "uuid": "python-6-147", "seg": [ [ [ "cursor", "对象" ] ] ], "level": { "min": 0.650051440329218, "max": 0.6500771604938271 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_381274_414840@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7437545_53411027@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1092442_1300378@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "关系数据库": { "data": { "uuid": "python-6-148", "seg": [ [ [ "关系数据库" ] ] ], "level": { "min": 0.6500771604938271, "max": 0.6501028806584361 }, "related_data": {} } } }, { "使用数据库适配器的示例": { "data": { "uuid": "python-6-149", "seg": [ [ [ "数据库", "适配器", "示例", "数据库适配器" ] ] ], "level": { "min": 0.6501028806584361, "max": 0.6501286008230451 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "51118836@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "数据库适配器示例应用": { "data": { "uuid": "python-6-150", "seg": [ [ [ "数据库", "适配器", "示例", "数据库适配器", "适配器示例" ] ] ], "level": { "min": 0.6501286008230451, "max": 0.6501543209876542 }, "related_data": {} } } } ], "data": { "uuid": "python-5-760", "seg": [ [ [ "python", "db", "api" ] ] ], "level": { "min": 0.6499999999999999, "max": 0.6501543209876542 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7424761_53386318@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "6918153@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1543285@jython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "ORM": { "children": [ { "考虑对象,而不是SQL": { "data": { "uuid": "python-6-151", "seg": [ [ [ "对象", "sql" ] ] ], "level": { "min": 0.6501543209876542, "max": 0.6501929012345679 }, "related_data": {} } } }, { "员工角色数据库示例": { "data": { "uuid": "python-6-152", "seg": [ [ [ "员工", "角色", "数据库", "示例", "员工角色", "角色数据库", "数据库示例" ] ] ], "level": { "min": 0.6501929012345679, "max": 0.6502314814814814 }, "related_data": {} } } }, { "SQLAlchemy": { "data": { "uuid": "python-6-153", "seg": [ [ [ "sqlalchemy" ] ] ], "level": { "min": 0.6502314814814814, "max": 0.650270061728395 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_666634_487817@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1061585_1259489@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "SQLObject": { "data": { "uuid": "python-6-154", "seg": [ [ [ "sqlobject" ] ] ], "level": { "min": 0.650270061728395, "max": 0.6503086419753086 }, "related_data": {} } } } ], "data": { "uuid": "python-5-761", "seg": [ [ [ "orm" ] ] ], "level": { "min": 0.6501543209876542, "max": 0.6503086419753086 }, "related_data": {} } } }, { "非关系数据库": { "children": [ { "NoSQL介绍": { "data": { "uuid": "python-6-155", "seg": [ [ [ "nosql", "介绍" ] ] ], "level": { "min": 0.6503086419753086, "max": 0.6504629629629629 }, "related_data": {} } } } ], "data": { "uuid": "python-5-762", "seg": [ [ [ "关系数据库", "非关系数据库" ] ] ], "level": { "min": 0.6503086419753086, "max": 0.6504629629629629 }, "related_data": {} } } }, { "相关文献": { "data": { "uuid": "python-5-763", "seg": [ [ [ "相关", "文献" ] ] ], "level": { "min": 0.6504629629629629, "max": 0.6506172839506172 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1105", "seg": [ [ [ "数据库", "编程", "数据库编程" ] ] ], "level": { "min": 0.6499999999999999, "max": 0.6506172839506172 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7453245_53435963@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "*Microsoft Office编程": { "children": [ { "使用Python进行COM客户端编程": { "children": [ { "客户端COM编程": { "data": { "uuid": "python-6-156", "seg": [ [ [ "客户端", "com", "编程" ] ] ], "level": { "min": 0.6506172839506172, "max": 0.6506944444444445 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_675661_510740@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_5649730_36820927@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_693001_569579@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7461686_53446922@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1063618_1261677@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7395899_53338951@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7450467_53431132@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7439332_53413599@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7446542_53425998@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451851_53433627@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7446565_53426157@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7462191_53447630@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_715836_708255@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7447064_53426588@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460508_53445599@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7432048_53400931@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_689744_558428@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7436283_53407855@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7416765_53371146@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7439028_53412543@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7459365_53444391@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7457794_53442307@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1094110_1304075@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "78535393@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113372083@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108412871@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116397004@python@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118344574@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118229192@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118547322@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115683842@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "入门": { "data": { "uuid": "python-6-157", "seg": [ [ [ "入门" ] ] ], "level": { "min": 0.6506944444444445, "max": 0.6507716049382716 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_675807_511796@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_235675_214891@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_737510_767519@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_716392_709149@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_724717_727505@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7400525_53348462@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "72824115@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79243055@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113819017@pyqt@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "4567095@list@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-764", "seg": [ [ [ "python", "com", "客户端", "编程", "客户端编程" ] ] ], "level": { "min": 0.6506172839506172, "max": 0.6507716049382716 }, "related_data": {} } } }, { "入门示例": { "children": [ { "Excel": { "data": { "uuid": "python-6-158", "seg": [ [ [ "excel" ] ] ], "level": { "min": 0.6507716049382716, "max": 0.6508101851851852 }, "related_data": {} } } }, { "Word": { "data": { "uuid": "python-6-159", "seg": [ [ [ "word" ] ] ], "level": { "min": 0.6508101851851852, "max": 0.6508487654320987 }, "related_data": {} } } }, { "PowerPoint": { "data": { "uuid": "python-6-160", "seg": [ [ [ "powerpoint" ] ] ], "level": { "min": 0.6508487654320987, "max": 0.6508873456790123 }, "related_data": {} } } }, { "Outlook": { "data": { "uuid": "python-6-161", "seg": [ [ [ "outlook" ] ] ], "level": { "min": 0.6508873456790123, "max": 0.6509259259259259 }, "related_data": {} } } } ], "data": { "uuid": "python-5-765", "seg": [ [ [ "入门", "示例", "入门示例" ] ] ], "level": { "min": 0.6507716049382716, "max": 0.6509259259259259 }, "related_data": {} } } }, { "中级示例": { "children": [ { "Excel": { "data": { "uuid": "python-6-162", "seg": [ [ [ "excel" ] ] ], "level": { "min": 0.6509259259259259, "max": 0.650977366255144 }, "related_data": {} } } }, { "Outlook": { "data": { "uuid": "python-6-163", "seg": [ [ [ "outlook" ] ] ], "level": { "min": 0.650977366255144, "max": 0.6510288065843621 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7412218_53363657@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "PowerPoint": { "data": { "uuid": "python-6-164", "seg": [ [ [ "powerpoint" ] ] ], "level": { "min": 0.6510288065843621, "max": 0.6510802469135802 }, "related_data": {} } } } ], "data": { "uuid": "python-5-766", "seg": [ [ [ "中级", "示例" ] ] ], "level": { "min": 0.6509259259259259, "max": 0.6510802469135802 }, "related_data": {} } } }, { "相关模块/包": { "data": { "uuid": "python-5-767", "seg": [ [ [ "相关", "模块", "包" ] ] ], "level": { "min": 0.6510802469135802, "max": 0.6512345679012346 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1106", "seg": [ [ [ "microsoft", "office", "编程" ] ] ], "level": { "min": 0.6506172839506172, "max": 0.6512345679012346 }, "related_data": {} } } }, { "扩展Python": { "children": [ { "编写Python扩展": { "children": [ { "根据样板编写封装代码": { "data": { "uuid": "python-6-165", "seg": [ [ [ "样板", "编写", "封装" ] ] ], "level": { "min": 0.6512345679012346, "max": 0.6513374485596708 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1058085_1255346@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7447305_53426973@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1057001_1254146@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_751045_804484@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7446374_53425554@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459778_53444785@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7411744_53363059@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_774528_838506@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_757788_813444@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_895240_1033332@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7398533_53344826@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_995695_1169336@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4645347_29327857@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7447255_53426800@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "编译": { "data": { "uuid": "python-6-166", "seg": [ [ [ "编译" ] ] ], "level": { "min": 0.6513374485596708, "max": 0.651440329218107 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_222179_177658@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_184971_75772@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "导入并测试": { "data": { "uuid": "python-6-167", "seg": [ [ [ "导入" ] ] ], "level": { "min": 0.651440329218107, "max": 0.6515432098765432 }, "related_data": {} } } } ], "data": { "uuid": "python-5-768", "seg": [ [ [ "编写", "python", "扩展" ] ] ], "level": { "min": 0.6512345679012346, "max": 0.6515432098765432 }, "related_data": {} } } }, { "相关主题": { "children": [ { "SWIG": { "data": { "uuid": "python-6-168", "seg": [ [ [ "swig" ] ] ], "level": { "min": 0.6515432098765432, "max": 0.6515946502057613 }, "related_data": {} } } }, { "Pyrex": { "data": { "uuid": "python-6-169", "seg": [ [ [ "pyrex" ] ] ], "level": { "min": 0.6515946502057613, "max": 0.6516460905349795 }, "related_data": {} } } }, { "Cython": { "data": { "uuid": "python-6-170", "seg": [ [ [ "cython" ] ] ], "level": { "min": 0.6516460905349795, "max": 0.6516975308641975 }, "related_data": {} } } }, { "Psyco": { "data": { "uuid": "python-6-171", "seg": [ [ [ "psyco" ] ] ], "level": { "min": 0.6516975308641975, "max": 0.6517489711934156 }, "related_data": {} } } }, { "PyPy": { "data": { "uuid": "python-6-172", "seg": [ [ [ "pypy" ] ] ], "level": { "min": 0.6517489711934156, "max": 0.6518004115226337 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "102993570@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102993570@pip@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "嵌入Python": { "data": { "uuid": "python-6-173", "seg": [ [ [ "嵌入", "python" ] ] ], "level": { "min": 0.6518004115226337, "max": 0.6518518518518518 }, "related_data": {} } } } ], "data": { "uuid": "python-5-769", "seg": [ [ [ "相关", "主题" ] ] ], "level": { "min": 0.6515432098765432, "max": 0.6518518518518518 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_987962_1152055@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_713264_704686@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1107", "seg": [ [ [ "扩展", "python" ] ] ], "level": { "min": 0.6512345679012346, "max": 0.6518518518518518 }, "related_data": {} } } } ], "data": { "uuid": "python-3-190", "seg": [ [ [ "通用", "主题" ] ] ], "level": { "min": 0.6481481481481481, "max": 0.6518518518518518 }, "related_data": {} } } }, { "Python中使用正则表达式": { "children": [ { "正则表达式语法": { "children": [ { "行定位符": { "data": { "uuid": "python-5-770", "seg": [ [ [ "定位", "符" ] ] ], "level": { "min": 0.6518518518518518, "max": 0.6520576131687242 }, "related_data": {} } } }, { "元字符": { "data": { "uuid": "python-5-771", "seg": [ [ [ "元字符" ] ] ], "level": { "min": 0.6520576131687242, "max": 0.6522633744855967 }, "related_data": {} } } }, { "重复": { "data": { "uuid": "python-5-772", "seg": [ [ [ "重复" ] ] ], "level": { "min": 0.6522633744855967, "max": 0.6524691358024691 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7437861_53411104@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "字符类": { "data": { "uuid": "python-5-773", "seg": [ [ [ "字符", "类", "字符类" ] ] ], "level": { "min": 0.6524691358024691, "max": 0.6526748971193416 }, "related_data": {} } } }, { "排除字符": { "data": { "uuid": "python-5-774", "seg": [ [ [ "排除", "字符" ] ] ], "level": { "min": 0.6526748971193416, "max": 0.6528806584362139 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427390_53391786@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_766921_826835@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "选择字符": { "data": { "uuid": "python-5-775", "seg": [ [ [ "选择", "字符" ] ] ], "level": { "min": 0.6528806584362139, "max": 0.6530864197530863 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7457507_53441719@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_730832_746958@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456807_53440866@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "转义字符": { "data": { "uuid": "python-5-776", "seg": [ [ [ "转义字符" ] ] ], "level": { "min": 0.6530864197530863, "max": 0.6532921810699588 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_719808_713934@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753215_807628@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "分组": { "data": { "uuid": "python-5-777", "seg": [ [ [ "分组" ] ] ], "level": { "min": 0.6532921810699588, "max": 0.6534979423868312 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1093359_1302704@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409592_53360063@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "在Python中使用正则": { "data": { "uuid": "python-5-778", "seg": [ [ [ "python", "正则" ] ] ], "level": { "min": 0.6534979423868312, "max": 0.6537037037037037 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427498_53392032@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1095542_1306990@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1108", "seg": [ [ [ "正则表达式", "语法" ] ] ], "level": { "min": 0.6518518518518518, "max": 0.6537037037037037 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_384968_422585@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用re模块实现正则表达式操作": { "children": [ { "替换字符串": { "data": { "uuid": "python-5-779", "seg": [ [ [ "替换", "字符串" ] ] ], "level": { "min": 0.6537037037037037, "max": 0.6546296296296297 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7408377_53358588@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用正则表达式分割字符串": { "data": { "uuid": "python-5-780", "seg": [ [ [ "正则表达式", "分割", "字符串" ] ] ], "level": { "min": 0.6546296296296297, "max": 0.6555555555555556 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7424928_53386111@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753780_808485@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7439878_53414719@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1098397_1312897@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_6648908_47808650@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_760500_817412@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_765641_824604@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_801605_896019@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7422924_53381816@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7452792_53435063@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430743_53398059@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1016729_1208668@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_769289_830001@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413592_53365691@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1045333_1241999@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_366981_392132@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_730800_746823@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7416323_53370383@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7402748_53350875@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_701891_591948@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "104822722@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1109", "seg": [ [ [ "re", "模块", "正则表达式", "操作" ] ] ], "level": { "min": 0.6537037037037037, "max": 0.6555555555555556 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_701803_591846@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-191", "seg": [ [ [ "python", "正则表达式" ] ] ], "level": { "min": 0.6518518518518518, "max": 0.6555555555555556 }, "related_data": {} } } }, { "面向对象程序设计": { "children": [ { "面向对象概述": { "children": [ { "面向对象程序设计的特点": { "data": { "uuid": "python-5-781", "seg": [ [ [ "面向对象", "程序设计", "面向对象程序设计" ] ] ], "level": { "min": 0.6555555555555556, "max": 0.6567901234567901 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7430911_53398729@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_945401_1083942@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455656_53438977@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455567_53438743@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7434174_53404586@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1520230_5575494@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1110", "seg": [ [ [ "面向对象", "概述" ] ] ], "level": { "min": 0.6555555555555556, "max": 0.6567901234567901 }, "related_data": {} } } }, { "类的定义和使用": { "children": [ { "定义类": { "data": { "uuid": "python-5-782", "seg": [ [ [ "定义", "类", "定义类" ] ] ], "level": { "min": 0.6567901234567901, "max": 0.6570987654320988 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_656871_469044@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_738918_772129@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769218_829891@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7458786_53443455@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7419472_53376678@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_919782_1057528@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1078629_1283106@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_810208_905553@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4646919_29330850@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7435709_53406614@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "创建__init__方法": { "data": { "uuid": "python-5-783", "seg": [ [ [ "创建", "init", "方法" ] ] ], "level": { "min": 0.6570987654320988, "max": 0.6574074074074074 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_763888_822482@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1056725_1253780@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "创建类的成员并访问": { "data": { "uuid": "python-5-784", "seg": [ [ [ "创建", "类", "成员", "访问" ] ] ], "level": { "min": 0.6574074074074074, "max": 0.657716049382716 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7420308_53378405@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "访问限制": { "data": { "uuid": "python-5-785", "seg": [ [ [ "访问" ] ] ], "level": { "min": 0.657716049382716, "max": 0.6580246913580247 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_210446_149328@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1111", "seg": [ [ [ "类", "定义" ], [] ] ], "level": { "min": 0.6567901234567901, "max": 0.6580246913580247 }, "related_data": {} } } }, { "继承": { "children": [ { "继承的基本语法": { "data": { "uuid": "python-5-786", "seg": [ [ [ "继承", "语法", "基本语法" ] ] ], "level": { "min": 0.6580246913580247, "max": 0.6584362139917695 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7452833_53435698@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "方法重写": { "data": { "uuid": "python-5-787", "seg": [ [ [ "方法", "重写" ] ] ], "level": { "min": 0.6584362139917695, "max": 0.6588477366255143 }, "related_data": {} } } }, { "派生类中调用基类的__init__方法": { "data": { "uuid": "python-5-788", "seg": [ [ [ "派生类", "调用", "基类", "init", "方法" ] ] ], "level": { "min": 0.6588477366255143, "max": 0.6592592592592592 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1068290_1269304@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1112", "seg": [ [ [ "继承" ] ] ], "level": { "min": 0.6580246913580247, "max": 0.6592592592592592 }, "related_data": {} } } } ], "data": { "uuid": "python-3-192", "seg": [ [ [ "面向对象", "程序设计", "面向对象程序设计" ] ] ], "level": { "min": 0.6555555555555556, "max": 0.6592592592592592 }, "related_data": {} } } }, { "模块": { "children": [ { "模块概述": { "data": { "uuid": "python-4-1113", "seg": [ [ [ "模块", "概述" ] ] ], "level": { "min": 0.6592592592592592, "max": 0.6601851851851852 }, "related_data": {} } } }, { "自定义模块": { "children": [ { "创建模块": { "data": { "uuid": "python-5-789", "seg": [ [ [ "创建", "模块" ] ] ], "level": { "min": 0.6601851851851852, "max": 0.6604166666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_237160_216907@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7400620_53348638@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_757909_813704@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_182255_68056@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_764341_823009@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_983436_1145979@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7429939_53396899@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_5894331_37302528@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_718587_838729@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1093556_1303071@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7419916_53377820@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7396591_53340525@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441732_53418005@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79123275@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102676755@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88145115@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "使用import语句导入模块": { "data": { "uuid": "python-5-790", "seg": [ [ [ "import", "语句", "导入", "模块" ] ] ], "level": { "min": 0.6604166666666667, "max": 0.6606481481481481 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_753204_807821@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_391925_434851@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_695949_579187@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_387570_426747@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460689_53445790@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_686420_548037@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_693168_570182@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_706351_622340@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_717427_710706@8", "cluster_num": 2 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "52415998@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用from…import语句": { "data": { "uuid": "python-5-791", "seg": [ [ [ "from", "…", "import", "语句" ] ] ], "level": { "min": 0.6606481481481481, "max": 0.6608796296296297 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_765078_823975@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "81228492@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90210406@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "96828227@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "99314595@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80678412@pip@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "模块搜索目录": { "data": { "uuid": "python-5-792", "seg": [ [ [ "模块", "搜索", "目录" ] ] ], "level": { "min": 0.6608796296296297, "max": 0.6611111111111111 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1114", "seg": [ [ [ "自定义", "模块" ] ] ], "level": { "min": 0.6601851851851852, "max": 0.6611111111111111 }, "related_data": {} } } }, { "Python中的包": { "children": [ { "Python程序的包结构": { "data": { "uuid": "python-5-793", "seg": [ [ [ "python", "程序", "包", "结构" ] ] ], "level": { "min": 0.6611111111111111, "max": 0.6615740740740741 }, "related_data": {} } } }, { "以主程序的形式执行": { "data": { "uuid": "python-5-794", "seg": [ [ [ "主程序", "形式", "执行" ] ] ], "level": { "min": 0.6615740740740741, "max": 0.662037037037037 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1115", "seg": [ [ [ "python", "包" ] ] ], "level": { "min": 0.6611111111111111, "max": 0.662037037037037 }, "related_data": {} } } }, { "引用其他模块": { "data": { "uuid": "python-4-1116", "seg": [ [ [ "引用", "模块" ] ] ], "level": { "min": 0.662037037037037, "max": 0.662962962962963 }, "related_data": {} } } } ], "data": { "uuid": "python-3-193", "seg": [ [ [ "模块" ] ] ], "level": { "min": 0.6592592592592592, "max": 0.662962962962963 }, "related_data": {} } } }, { "异常处理及程序调试": { "children": [ { "异常概述": { "data": { "uuid": "python-4-1117", "seg": [ [ [ "异常", "概述", "异常概述" ] ] ], "level": { "min": 0.662962962962963, "max": 0.6641975308641975 }, "related_data": {} } } }, { "异常处理语句": { "children": [ { "try…except语句": { "data": { "uuid": "python-5-795", "seg": [ [ [ "try", "…", "except", "语句" ] ] ], "level": { "min": 0.6641975308641975, "max": 0.6645061728395062 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7404249_53353091@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7403646_53352214@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1063517_1261540@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "try…except…else语句": { "data": { "uuid": "python-5-796", "seg": [ [ [ "try", "…", "except", "else", "语句" ] ] ], "level": { "min": 0.6645061728395062, "max": 0.6648148148148147 }, "related_data": {} } } }, { "try…except…finally语句": { "data": { "uuid": "python-5-797", "seg": [ [ [ "try", "…", "except", "finally", "语句" ] ] ], "level": { "min": 0.6648148148148147, "max": 0.6651234567901234 }, "related_data": {} } } }, { "使用raise语句抛出异常": { "data": { "uuid": "python-5-798", "seg": [ [ [ "raise", "语句", "抛出", "异常" ] ] ], "level": { "min": 0.6651234567901234, "max": 0.6654320987654321 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_937139_1072787@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_929826_1085958@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "108318315@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "41575043@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114792440@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1118", "seg": [ [ [ "异常", "语句", "异常处理" ] ] ], "level": { "min": 0.6641975308641975, "max": 0.6654320987654321 }, "related_data": {} } } }, { "程序调试": { "children": [ { "使用自带的IDLE进行程序调试": { "data": { "uuid": "python-5-799", "seg": [ [ [ "自带", "idle", "程序调试" ] ] ], "level": { "min": 0.6654320987654321, "max": 0.6660493827160494 }, "related_data": {} } } }, { "使用assert语句调试程序": { "data": { "uuid": "python-5-800", "seg": [ [ [ "assert", "语句", "调试程序", "语句调试程序" ] ] ], "level": { "min": 0.6660493827160494, "max": 0.6666666666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7456360_53440092@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1119", "seg": [ [ [ "程序调试" ] ] ], "level": { "min": 0.6654320987654321, "max": 0.6666666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-3-194", "seg": [ [ [ "异常", "异常处理" ], [ "程序调试" ] ] ], "level": { "min": 0.662962962962963, "max": 0.6666666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-2-9", "seg": [ [ [] ] ], "level": { "min": 0.6, "max": 0.6666666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-1-1", "seg": [ [ [ "python", "中阶" ] ] ], "level": { "min": 0.3333333333333333, "max": 0.6666666666666666 }, "related_data": {} } } }, { "Python高阶": { "children": [ { "科学计算基础软件包NumPy": { "children": [ { "NumPy概述": { "children": [ { "NumPy的前世今生": { "data": { "uuid": "python-4-1120", "seg": [ [ [ "numpy", "前世", "今生" ] ] ], "level": { "min": 0.6666666666666666, "max": 0.6677083333333333 }, "related_data": {} } } }, { "NumPy数组vs Python列表": { "data": { "uuid": "python-4-1121", "seg": [ [ [ "numpy", "数组", "vs", "python", "列表" ] ] ], "level": { "min": 0.6677083333333333, "max": 0.66875 }, "related_data": {} } } }, { "NumPy数组类型和属性": { "data": { "uuid": "python-4-1122", "seg": [ [ [ "numpy", "数组", "类型", "数组类型" ], [ "属性" ] ] ], "level": { "min": 0.66875, "max": 0.6697916666666667 }, "related_data": {} } } }, { "维、轴、秩": { "data": { "uuid": "python-4-1123", "seg": [ [ [ "维" ], [ "轴" ], [] ] ], "level": { "min": 0.6697916666666667, "max": 0.6708333333333333 }, "related_data": {} } } }, { "广播和矢量化": { "data": { "uuid": "python-4-1124", "seg": [ [ [ "广播" ], [ "矢量化" ] ] ], "level": { "min": 0.6708333333333333, "max": 0.671875 }, "related_data": {} } } } ], "data": { "uuid": "python-3-195", "seg": [ [ [ "numpy", "概述" ] ] ], "level": { "min": 0.6666666666666666, "max": 0.671875 }, "related_data": {} } } }, { "安装配置": { "data": { "uuid": "python-3-196", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.671875, "max": 0.6770833333333333 }, "related_data": {} } } }, { "创建数组": { "data": { "uuid": "python-3-197", "seg": [ [ [ "创建", "数组" ] ] ], "level": { "min": 0.6770833333333333, "max": 0.6822916666666666 }, "related_data": {} } } }, { "操作数组": { "children": [ { "索引": { "data": { "uuid": "python-4-1125", "seg": [ [ [ "索引" ] ] ], "level": { "min": 0.6822916666666666, "max": 0.6828703703703703 }, "related_data": {} } } }, { "切片": { "data": { "uuid": "python-4-1126", "seg": [ [ [ "切片" ] ] ], "level": { "min": 0.6828703703703703, "max": 0.6834490740740741 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7464469_53450889@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_387679_427313@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "改变数组结构": { "data": { "uuid": "python-4-1127", "seg": [ [ [ "改变", "数组", "结构", "数组结构" ] ] ], "level": { "min": 0.6834490740740741, "max": 0.6840277777777778 }, "related_data": {} } } }, { "合并和拆分": { "data": { "uuid": "python-4-1128", "seg": [ [ [ "合并" ], [ "拆分" ] ] ], "level": { "min": 0.6840277777777778, "max": 0.6846064814814815 }, "related_data": {} } } }, { "复制": { "data": { "uuid": "python-4-1129", "seg": [ [ [ "复制" ] ] ], "level": { "min": 0.6846064814814815, "max": 0.6851851851851851 }, "related_data": {} } } }, { "排序": { "data": { "uuid": "python-4-1130", "seg": [ [ [ "排序" ] ] ], "level": { "min": 0.6851851851851851, "max": 0.6857638888888888 }, "related_data": {} } } }, { "查找": { "data": { "uuid": "python-4-1131", "seg": [ [ [ "查找" ] ] ], "level": { "min": 0.6857638888888888, "max": 0.6863425925925926 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7413302_53365170@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7454528_53437206@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "筛选": { "data": { "uuid": "python-4-1132", "seg": [ [ [ "筛选" ] ] ], "level": { "min": 0.6863425925925926, "max": 0.6869212962962963 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_751308_805113@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "数组I/O": { "data": { "uuid": "python-4-1133", "seg": [ [ [ "数组", "i", "o" ] ] ], "level": { "min": 0.6869212962962963, "max": 0.6875 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7419627_53377132@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-198", "seg": [ [ [ "操作", "数组" ] ] ], "level": { "min": 0.6822916666666666, "max": 0.6875 }, "related_data": {} } } }, { "常用函数": { "children": [ { "np.nan和np.inf": { "data": { "uuid": "python-4-1134", "seg": [ [ [ "np", "nan" ], [ "np", "inf" ] ] ], "level": { "min": 0.6875, "max": 0.6882440476190476 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7416417_53370481@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_3535708_23009405@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_772571_835873@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_748937_801649@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "函数命名空间": { "data": { "uuid": "python-4-1135", "seg": [ [ [ "函数", "命名", "空间", "函数命名", "命名空间" ] ] ], "level": { "min": 0.6882440476190476, "max": 0.6889880952380952 }, "related_data": {} } } }, { "数学函数": { "data": { "uuid": "python-4-1136", "seg": [ [ [ "数学", "函数", "数学函数" ] ] ], "level": { "min": 0.6889880952380952, "max": 0.6897321428571428 }, "related_data": {} } } }, { "统计函数": { "data": { "uuid": "python-4-1137", "seg": [ [ [ "统计", "函数" ] ] ], "level": { "min": 0.6897321428571428, "max": 0.6904761904761905 }, "related_data": {} } } }, { "插值函数": { "data": { "uuid": "python-4-1138", "seg": [ [ [ "插值", "函数", "插值函数" ] ] ], "level": { "min": 0.6904761904761905, "max": 0.691220238095238 }, "related_data": {} } } }, { "多项式拟合函数": { "data": { "uuid": "python-4-1139", "seg": [ [ [ "多项式", "拟合", "函数" ] ] ], "level": { "min": 0.691220238095238, "max": 0.6919642857142857 }, "related_data": {} } } }, { "自定义广播函数": { "data": { "uuid": "python-4-1140", "seg": [ [ [ "自定义", "广播", "函数" ] ] ], "level": { "min": 0.6919642857142857, "max": 0.6927083333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-199", "seg": [ [ [ "函数" ] ] ], "level": { "min": 0.6875, "max": 0.6927083333333333 }, "related_data": {} } } }, { "掩码数组": { "children": [ { "创建掩码数组": { "data": { "uuid": "python-4-1141", "seg": [ [ [ "创建", "掩码", "数组", "掩码数组" ] ] ], "level": { "min": 0.6927083333333333, "max": 0.6953125 }, "related_data": {} } } }, { "访问掩码数组": { "data": { "uuid": "python-4-1142", "seg": [ [ [ "访问", "掩码", "数组", "掩码数组" ] ] ], "level": { "min": 0.6953125, "max": 0.6979166666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-3-200", "seg": [ [ [ "掩码", "数组", "掩码数组" ] ] ], "level": { "min": 0.6927083333333333, "max": 0.6979166666666666 }, "related_data": {} } } }, { "矩阵对象": { "children": [ { "创建矩阵": { "data": { "uuid": "python-4-1143", "seg": [ [ [ "创建", "矩阵" ] ] ], "level": { "min": 0.6979166666666666, "max": 0.6996527777777777 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_6546437_46134052@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_714290_706442@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426376_53389966@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "矩阵特有属性": { "data": { "uuid": "python-4-1144", "seg": [ [ [ "矩阵", "特有", "属性" ] ] ], "level": { "min": 0.6996527777777777, "max": 0.7013888888888888 }, "related_data": {} } } }, { "矩阵乘法": { "data": { "uuid": "python-4-1145", "seg": [ [ [ "矩阵", "乘法", "矩阵乘法" ] ] ], "level": { "min": 0.7013888888888888, "max": 0.7031249999999999 }, "related_data": {} } } } ], "data": { "uuid": "python-3-201", "seg": [ [ [ "矩阵", "对象", "矩阵对象" ] ] ], "level": { "min": 0.6979166666666666, "max": 0.7031249999999999 }, "related_data": {} } } }, { "随机抽样子模块": { "children": [ { "随机数": { "data": { "uuid": "python-4-1146", "seg": [ [ [ "随机数" ] ] ], "level": { "min": 0.7031249999999999, "max": 0.7044270833333333 }, "related_data": {} } } }, { "随机抽样": { "data": { "uuid": "python-4-1147", "seg": [ [ [ "随机抽样" ] ] ], "level": { "min": 0.7044270833333333, "max": 0.7057291666666665 }, "related_data": {} } } }, { "正态分布": { "data": { "uuid": "python-4-1148", "seg": [ [ [ "正态分布" ] ] ], "level": { "min": 0.7057291666666665, "max": 0.7070312499999999 }, "related_data": {} } } }, { "伪随机数的深度思考": { "data": { "uuid": "python-4-1149", "seg": [ [ [ "伪", "随机数", "深度", "思考" ] ] ], "level": { "min": 0.7070312499999999, "max": 0.7083333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-202", "seg": [ [ [ "随机抽样", "子", "模块", "子模块" ] ] ], "level": { "min": 0.7031249999999999, "max": 0.7083333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-2-10", "seg": [ [ [ "科学计算", "基础", "软件包", "numpy", "科学计算基础" ] ] ], "level": { "min": 0.6666666666666666, "max": 0.7083333333333333 }, "related_data": {} } } }, { "结构化数据分析工具Pandas": { "children": [ { "Pandas概览": { "children": [ { "Panda的特点": { "data": { "uuid": "python-4-1150", "seg": [ [ [ "panda" ] ] ], "level": { "min": 0.7083333333333333, "max": 0.7135416666666666 }, "related_data": {} } } }, { "安装和使用": { "data": { "uuid": "python-4-1151", "seg": [ [ [ "安装" ], [] ] ], "level": { "min": 0.7135416666666666, "max": 0.71875 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1055649_1252870@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-203", "seg": [ [ [ "pandas", "概览" ] ] ], "level": { "min": 0.7083333333333333, "max": 0.71875 }, "related_data": {} } } }, { "数据结构": { "children": [ { "索引数组Index": { "data": { "uuid": "python-4-1152", "seg": [ [ [ "索引", "数组", "index", "索引数组" ] ] ], "level": { "min": 0.71875, "max": 0.7222222222222222 }, "related_data": {} } } }, { "带标签的一维同构数组Series": { "data": { "uuid": "python-4-1153", "seg": [ [ [ "带", "标签", "同构", "数组", "series", "同构数组" ] ] ], "level": { "min": 0.7222222222222222, "max": 0.7256944444444444 }, "related_data": {} } } }, { "带标签的二维异构表格DataFrame": { "data": { "uuid": "python-4-1154", "seg": [ [ [ "带", "标签", "异构", "表格", "dataframe", "异构表格" ] ] ], "level": { "min": 0.7256944444444444, "max": 0.7291666666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7395384_53338744@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442292_53419716@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-3-204", "seg": [ [ [ "数据结构" ] ] ], "level": { "min": 0.71875, "max": 0.7291666666666666 }, "related_data": {} } } }, { "基本操作": { "children": [ { "数据预览": { "data": { "uuid": "python-4-1155", "seg": [ [ [ "数据", "预览" ] ] ], "level": { "min": 0.7291666666666666, "max": 0.7309027777777777 }, "related_data": {} } } }, { "数据选择": { "data": { "uuid": "python-4-1156", "seg": [ [ [ "数据", "选择" ] ] ], "level": { "min": 0.7309027777777777, "max": 0.7326388888888888 }, "related_data": {} } } }, { "改变数据结构": { "data": { "uuid": "python-4-1157", "seg": [ [ [ "改变", "数据结构" ] ] ], "level": { "min": 0.7326388888888888, "max": 0.734375 }, "related_data": {} } } }, { "改变数据类型": { "data": { "uuid": "python-4-1158", "seg": [ [ [ "改变", "数据类型" ] ] ], "level": { "min": 0.734375, "max": 0.736111111111111 }, "related_data": {} } } }, { "广播与矢量化运算": { "data": { "uuid": "python-4-1159", "seg": [ [ [ "广播" ], [ "矢量化", "运算" ] ] ], "level": { "min": 0.736111111111111, "max": 0.7378472222222221 }, "related_data": {} } } }, { "行列级广播函数": { "data": { "uuid": "python-4-1160", "seg": [ [ [ "行列", "级", "广播", "函数", "行列级" ] ] ], "level": { "min": 0.7378472222222221, "max": 0.7395833333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433504_53403772@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-205", "seg": [ [ [ "基本操作" ] ] ], "level": { "min": 0.7291666666666666, "max": 0.7395833333333333 }, "related_data": {} } } }, { "高级应用": { "children": [ { "分组": { "data": { "uuid": "python-4-1161", "seg": [ [ [ "分组" ] ] ], "level": { "min": 0.7395833333333333, "max": 0.7408854166666666 }, "related_data": {} } } }, { "聚合": { "data": { "uuid": "python-4-1162", "seg": [ [ [ "聚合" ] ] ], "level": { "min": 0.7408854166666666, "max": 0.7421875 }, "related_data": {} } } }, { "层次化索引": { "data": { "uuid": "python-4-1163", "seg": [ [ [ "层次化", "索引", "层次化索引" ] ] ], "level": { "min": 0.7421875, "max": 0.7434895833333333 }, "related_data": {} } } }, { "表级广播函数": { "data": { "uuid": "python-4-1164", "seg": [ [ [ "表级", "广播", "函数" ] ] ], "level": { "min": 0.7434895833333333, "max": 0.7447916666666666 }, "related_data": {} } } }, { "日期时间索引对象": { "data": { "uuid": "python-4-1165", "seg": [ [ [ "日期", "时间", "索引", "对象", "时间索引", "索引对象" ] ] ], "level": { "min": 0.7447916666666666, "max": 0.74609375 }, "related_data": {} } } }, { "透视表": { "data": { "uuid": "python-4-1166", "seg": [ [ [ "透视", "表" ] ] ], "level": { "min": 0.74609375, "max": 0.7473958333333333 }, "related_data": {} } } }, { "数据可视化": { "data": { "uuid": "python-4-1167", "seg": [ [ [ "数据", "可视化", "数据可视化" ] ] ], "level": { "min": 0.7473958333333333, "max": 0.7486979166666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455800_53439138@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7445343_53425952@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460967_53446178@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7454719_53437378@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "109733406@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103852818@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118750480@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "数据I/O": { "data": { "uuid": "python-4-1168", "seg": [ [ [ "数据", "i", "o" ] ] ], "level": { "min": 0.7486979166666666, "max": 0.75 }, "related_data": {} } } } ], "data": { "uuid": "python-3-206", "seg": [ [ [ "高级" ] ] ], "level": { "min": 0.7395833333333333, "max": 0.75 }, "related_data": {} } } } ], "data": { "uuid": "python-2-11", "seg": [ [ [ "结构化", "数据分析", "工具", "pandas" ] ] ], "level": { "min": 0.7083333333333333, "max": 0.75 }, "related_data": {} } } }, { "绘图库Matplotlib": { "children": [ { "安装配置": { "data": { "uuid": "python-3-207", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.75, "max": 0.7583333333333333 }, "related_data": {} } } }, { "Matplotlib快速入门": { "children": [ { "画布": { "data": { "uuid": "python-4-1169", "seg": [ [ [ "画布" ] ] ], "level": { "min": 0.7583333333333333, "max": 0.76 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_4645606_29328454@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "子图与子图布局": { "data": { "uuid": "python-4-1170", "seg": [ [ [ "子图" ], [ "子图", "布局", "子图布局" ] ] ], "level": { "min": 0.76, "max": 0.7616666666666666 }, "related_data": {} } } }, { "坐标轴与刻度的名称": { "data": { "uuid": "python-4-1171", "seg": [ [ [ "坐标轴" ], [ "刻度", "名称" ] ] ], "level": { "min": 0.7616666666666666, "max": 0.7633333333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7414502_53367271@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "图例和文本标注": { "data": { "uuid": "python-4-1172", "seg": [ [ [ "图例" ], [ "文本", "标注" ] ] ], "level": { "min": 0.7633333333333333, "max": 0.7649999999999999 }, "related_data": {} } } }, { "显示和保存": { "data": { "uuid": "python-4-1173", "seg": [ [ [ "显示" ], [ "保存" ] ] ], "level": { "min": 0.7649999999999999, "max": 0.7666666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-3-208", "seg": [ [ [ "matplotlib", "快速", "入门", "快速入门" ] ] ], "level": { "min": 0.7583333333333333, "max": 0.7666666666666666 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "88030935@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "图形绘制": { "children": [ { "曲线图": { "data": { "uuid": "python-4-1174", "seg": [ [ [ "曲线图" ] ] ], "level": { "min": 0.7666666666666666, "max": 0.7678571428571428 }, "related_data": {} } } }, { "散点图": { "data": { "uuid": "python-4-1175", "seg": [ [ [ "散点图" ] ] ], "level": { "min": 0.7678571428571428, "max": 0.769047619047619 }, "related_data": {} } } }, { "直方图": { "data": { "uuid": "python-4-1176", "seg": [ [ [ "直方图" ] ] ], "level": { "min": 0.769047619047619, "max": 0.7702380952380952 }, "related_data": {} } } }, { "饼图": { "data": { "uuid": "python-4-1177", "seg": [ [ [ "饼", "图", "饼图" ] ] ], "level": { "min": 0.7702380952380952, "max": 0.7714285714285715 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_766549_825821@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "箱线图": { "data": { "uuid": "python-4-1178", "seg": [ [ [ "箱", "线图" ] ] ], "level": { "min": 0.7714285714285715, "max": 0.7726190476190476 }, "related_data": {} } } }, { "绘制图像": { "data": { "uuid": "python-4-1179", "seg": [ [ [ "绘制", "图像", "绘制图像" ] ] ], "level": { "min": 0.7726190476190476, "max": 0.7738095238095238 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433020_53402770@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7427408_53391882@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7418814_53375375@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1093243_1302772@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7451295_53432482@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7453232_53435931@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1097130_1310477@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7435618_53406724@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1078202_1282579@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452008_53433875@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "115433017@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117338282@python@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "极坐标绘图": { "data": { "uuid": "python-4-1180", "seg": [ [ [ "极坐标", "绘图", "极坐标绘图" ] ] ], "level": { "min": 0.7738095238095238, "max": 0.775 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7461674_53447324@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-209", "seg": [ [ [ "图形", "绘制", "图形绘制" ] ] ], "level": { "min": 0.7666666666666666, "max": 0.775 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7438475_53411829@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1090113_1296786@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "风格和样式": { "children": [ { "画布设置": { "data": { "uuid": "python-4-1181", "seg": [ [ [ "画布", "设置" ] ] ], "level": { "min": 0.775, "max": 0.7759259259259259 }, "related_data": {} } } }, { "子图布局": { "data": { "uuid": "python-4-1182", "seg": [ [ [ "子图", "布局", "子图布局" ] ] ], "level": { "min": 0.7759259259259259, "max": 0.7768518518518519 }, "related_data": {} } } }, { "颜色": { "data": { "uuid": "python-4-1183", "seg": [ [ [ "颜色" ] ] ], "level": { "min": 0.7768518518518519, "max": 0.7777777777777778 }, "related_data": {} } } }, { "线条和点的样式": { "data": { "uuid": "python-4-1184", "seg": [ [ [ "线条", "和点", "样式", "线条和点" ] ] ], "level": { "min": 0.7777777777777778, "max": 0.7787037037037037 }, "related_data": {} } } }, { "坐标轴": { "data": { "uuid": "python-4-1185", "seg": [ [ [ "坐标轴" ] ] ], "level": { "min": 0.7787037037037037, "max": 0.7796296296296297 }, "related_data": {} } } }, { "刻度": { "data": { "uuid": "python-4-1186", "seg": [ [ [ "刻度" ] ] ], "level": { "min": 0.7796296296296297, "max": 0.7805555555555556 }, "related_data": {} } } }, { "文本": { "data": { "uuid": "python-4-1187", "seg": [ [ [ "文本" ] ] ], "level": { "min": 0.7805555555555556, "max": 0.7814814814814814 }, "related_data": {} } } }, { "图例": { "data": { "uuid": "python-4-1188", "seg": [ [ [ "图例" ] ] ], "level": { "min": 0.7814814814814814, "max": 0.7824074074074074 }, "related_data": {} } } }, { "网格设置": { "data": { "uuid": "python-4-1189", "seg": [ [ [ "网格", "设置" ] ] ], "level": { "min": 0.7824074074074074, "max": 0.7833333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-210", "seg": [ [ [ "风格" ], [ "样式" ] ] ], "level": { "min": 0.775, "max": 0.7833333333333333 }, "related_data": {} } } }, { "Matplotlib扩展": { "children": [ { "使用BaseMap绘制地图": { "data": { "uuid": "python-4-1190", "seg": [ [ [ "basemap", "绘制地图" ] ] ], "level": { "min": 0.7833333333333333, "max": 0.7875 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1090115_1296815@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "3D绘图工具包": { "data": { "uuid": "python-4-1191", "seg": [ [ [ "d", "绘图", "工具包", "绘图工具包" ] ] ], "level": { "min": 0.7875, "max": 0.7916666666666666 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "114058247@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-211", "seg": [ [ [ "matplotlib", "扩展" ] ] ], "level": { "min": 0.7833333333333333, "max": 0.7916666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-2-12", "seg": [ [ [ "绘", "图库", "matplotlib" ] ] ], "level": { "min": 0.75, "max": 0.7916666666666666 }, "related_data": {} } } }, { "科学计算工具包SciPy": { "children": [ { "SciPy概览": { "data": { "uuid": "python-3-212", "seg": [ [ [ "scipy", "概览" ] ] ], "level": { "min": 0.7916666666666666, "max": 0.7954545454545454 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7438221_53412615@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "63683962@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117472152@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100552618@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81164803@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "76718707@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72830289@scipy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79805413@scipy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102889734@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "49323589@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108997231@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79998359@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72830515@scipy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102679196@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "92574229@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79062305@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90802269@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94332213@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82990432@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108613540@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102942165@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53525013@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "47789481@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "97235734@scipy@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "39123171@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82943285@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114360100@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85229365@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89242355@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100882454@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90641150@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108993828@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113142805@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "49515215@scipy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109767017@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85694420@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103378284@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78545382@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "75675574@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82255575@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "39615047@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81477518@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100059943@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "76285479@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82864680@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84329103@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "64442997@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86485817@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115258956@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52747892@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "47908295@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109213584@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108212057@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100060055@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53305595@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "41762945@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88838537@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115107259@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78610388@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115258012@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "95620010@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50257411@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117268158@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91126466@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90267592@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80673288@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52742754@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89149944@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "97777747@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102953287@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91490901@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "97934761@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108633348@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108701422@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109913018@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111158534@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "98351889@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102383111@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114986391@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113975866@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90736793@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85272452@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112597870@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82874719@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107373911@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113904901@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79065194@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117979078@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "47144961@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80612137@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "76273137@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81662431@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116618188@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108480336@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111027134@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "97034126@scipy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83422337@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103302925@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115562443@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107373661@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113904177@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88364167@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "48814183@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115713405@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111472405@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109172690@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117741620@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115911833@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108414015@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108941081@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103689613@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113667348@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113100973@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113759132@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117308736@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90760179@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "49120795@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114295635@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100035301@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109881557@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81477830@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117858016@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108701110@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "98073535@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108090659@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "49074001@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113080181@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108191134@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109040261@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108288892@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81356557@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109663830@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114304996@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108989073@scipy@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "安装配置": { "data": { "uuid": "python-3-213", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.7954545454545454, "max": 0.7992424242424242 }, "related_data": {} } } }, { "数据插值": { "children": [ { "一维插值": { "data": { "uuid": "python-4-1192", "seg": [ [ [ "插值" ] ] ], "level": { "min": 0.7992424242424242, "max": 0.8005050505050505 }, "related_data": {} } } }, { "二维插值": { "data": { "uuid": "python-4-1193", "seg": [ [ [ "插值" ] ] ], "level": { "min": 0.8005050505050505, "max": 0.8017676767676767 }, "related_data": {} } } }, { "离散数据插值到网格": { "data": { "uuid": "python-4-1194", "seg": [ [ [ "离散", "数据", "插值", "网格", "数据插值" ] ] ], "level": { "min": 0.8017676767676767, "max": 0.803030303030303 }, "related_data": {} } } } ], "data": { "uuid": "python-3-214", "seg": [ [ [ "数据", "插值", "数据插值" ] ] ], "level": { "min": 0.7992424242424242, "max": 0.803030303030303 }, "related_data": {} } } }, { "曲线拟合": { "children": [ { "最小二乘法拟合": { "data": { "uuid": "python-4-1195", "seg": [ [ [ "最小", "乘法", "拟合" ] ] ], "level": { "min": 0.803030303030303, "max": 0.8042929292929293 }, "related_data": {} } } }, { "使用curve_fit函数拟合": { "data": { "uuid": "python-4-1196", "seg": [ [ [ "curve", "fit", "函数", "拟合" ] ] ], "level": { "min": 0.8042929292929293, "max": 0.8055555555555555 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455746_53439065@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "108984361@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91052692@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109234582@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88769836@scipy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113151013@scipy@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "多项式拟合函数": { "data": { "uuid": "python-4-1197", "seg": [ [ [ "多项式", "拟合", "函数" ] ] ], "level": { "min": 0.8055555555555555, "max": 0.8068181818181818 }, "related_data": {} } } } ], "data": { "uuid": "python-3-215", "seg": [ [ [ "曲线拟合" ] ] ], "level": { "min": 0.803030303030303, "max": 0.8068181818181818 }, "related_data": {} } } }, { "傅里叶变换": { "children": [ { "时域到频域的转换": { "data": { "uuid": "python-4-1198", "seg": [ [ [ "时域", "频域", "转换" ] ] ], "level": { "min": 0.8068181818181818, "max": 0.8080808080808081 }, "related_data": {} } } }, { "一维傅里叶变换的应用": { "data": { "uuid": "python-4-1199", "seg": [ [ [ "傅里叶", "变换" ] ] ], "level": { "min": 0.8080808080808081, "max": 0.8093434343434343 }, "related_data": {} } } }, { "二维傅里叶变换的应用": { "data": { "uuid": "python-4-1200", "seg": [ [ [ "傅里叶", "变换" ] ] ], "level": { "min": 0.8093434343434343, "max": 0.8106060606060606 }, "related_data": {} } } } ], "data": { "uuid": "python-3-216", "seg": [ [ [ "傅里叶", "变换" ] ] ], "level": { "min": 0.8068181818181818, "max": 0.8106060606060606 }, "related_data": {} } } }, { "图像处理": { "children": [ { "图像卷积": { "data": { "uuid": "python-4-1201", "seg": [ [ [ "图像", "卷积", "图像卷积" ] ] ], "level": { "min": 0.8106060606060606, "max": 0.8115530303030303 }, "related_data": {} } } }, { "边缘检测": { "data": { "uuid": "python-4-1202", "seg": [ [ [ "边缘", "检测" ] ] ], "level": { "min": 0.8115530303030303, "max": 0.8125 }, "related_data": {} } } }, { "侵蚀和膨胀": { "data": { "uuid": "python-4-1203", "seg": [ [ [ "侵蚀" ], [ "膨胀" ] ] ], "level": { "min": 0.8125, "max": 0.8134469696969696 }, "related_data": {} } } }, { "图像测量": { "data": { "uuid": "python-4-1204", "seg": [ [ [ "图像", "测量" ] ] ], "level": { "min": 0.8134469696969696, "max": 0.8143939393939393 }, "related_data": {} } } } ], "data": { "uuid": "python-3-217", "seg": [ [ [ "图像处理" ] ] ], "level": { "min": 0.8106060606060606, "max": 0.8143939393939393 }, "related_data": {} } } }, { "积分": { "children": [ { "对给定函数的定积分": { "data": { "uuid": "python-4-1205", "seg": [ [ [ "给定", "函数", "的定", "积分" ] ] ], "level": { "min": 0.8143939393939393, "max": 0.8156565656565656 }, "related_data": {} } } }, { "对给定样本的定积分": { "data": { "uuid": "python-4-1206", "seg": [ [ [ "给定", "样本", "的定", "积分" ] ] ], "level": { "min": 0.8156565656565656, "max": 0.8169191919191918 }, "related_data": {} } } }, { "二重定积分": { "data": { "uuid": "python-4-1207", "seg": [ [ [ "定", "积分" ] ] ], "level": { "min": 0.8169191919191918, "max": 0.8181818181818181 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7408037_53358350@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-218", "seg": [ [ [ "积分" ] ] ], "level": { "min": 0.8143939393939393, "max": 0.8181818181818181 }, "related_data": {} } } }, { "非线性方程求解": { "children": [ { "非线性方程": { "data": { "uuid": "python-4-1208", "seg": [ [ [ "非线性", "方程" ] ] ], "level": { "min": 0.8181818181818181, "max": 0.8200757575757576 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1053954_1251226@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_652809_460840@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7422761_53381427@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "非线性方程组": { "data": { "uuid": "python-4-1209", "seg": [ [ [ "线性方程组", "非线性方程组" ] ] ], "level": { "min": 0.8200757575757576, "max": 0.8219696969696969 }, "related_data": {} } } } ], "data": { "uuid": "python-3-219", "seg": [ [ [ "非线性", "方程" ] ] ], "level": { "min": 0.8181818181818181, "max": 0.8219696969696969 }, "related_data": {} } } }, { "线性代数": { "children": [ { "计算矩阵的行列式": { "data": { "uuid": "python-4-1210", "seg": [ [ [ "计算", "矩阵", "行列式" ] ] ], "level": { "min": 0.8219696969696969, "max": 0.8227272727272726 }, "related_data": {} } } }, { "求解逆矩阵": { "data": { "uuid": "python-4-1211", "seg": [ [ [ "逆", "矩阵" ] ] ], "level": { "min": 0.8227272727272726, "max": 0.8234848484848484 }, "related_data": {} } } }, { "计算特征向量和特征值": { "data": { "uuid": "python-4-1212", "seg": [ [ [ "计算", "特征向量" ], [ "特征值" ] ] ], "level": { "min": 0.8234848484848484, "max": 0.8242424242424242 }, "related_data": {} } } }, { "矩阵的奇异值分解": { "data": { "uuid": "python-4-1213", "seg": [ [ [ "矩阵", "奇异", "值", "分解" ] ] ], "level": { "min": 0.8242424242424242, "max": 0.825 }, "related_data": {} } } }, { "求解线性方程组": { "data": { "uuid": "python-4-1214", "seg": [ [ [ "线性方程组" ] ] ], "level": { "min": 0.825, "max": 0.8257575757575757 }, "related_data": {} } } } ], "data": { "uuid": "python-3-220", "seg": [ [ [ "线性代数" ] ] ], "level": { "min": 0.8219696969696969, "max": 0.8257575757575757 }, "related_data": {} } } }, { "聚类": { "children": [ { "k-means聚类": { "data": { "uuid": "python-4-1215", "seg": [ [ [ "k", "means", "聚类" ] ] ], "level": { "min": 0.8257575757575757, "max": 0.8276515151515151 }, "related_data": {} } } }, { "层次聚类": { "data": { "uuid": "python-4-1216", "seg": [ [ [ "聚类" ] ] ], "level": { "min": 0.8276515151515151, "max": 0.8295454545454545 }, "related_data": {} } } } ], "data": { "uuid": "python-3-221", "seg": [ [ [ "聚类" ] ] ], "level": { "min": 0.8257575757575757, "max": 0.8295454545454545 }, "related_data": {} } } }, { "空间计算": { "children": [ { "空间旋转的表述": { "data": { "uuid": "python-4-1217", "seg": [ [ [ "空间", "旋转", "表述" ] ] ], "level": { "min": 0.8295454545454545, "max": 0.8314393939393938 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7442345_53419164@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "三维旋转": { "data": { "uuid": "python-4-1218", "seg": [ [ [ "旋转" ] ] ], "level": { "min": 0.8314393939393938, "max": 0.8333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-222", "seg": [ [ [ "空间", "计算" ] ] ], "level": { "min": 0.8295454545454545, "max": 0.8333333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-2-13", "seg": [ [ [ "科学计算", "工具包", "scipy", "科学计算工具包" ] ] ], "level": { "min": 0.7916666666666666, "max": 0.8333333333333333 }, "related_data": {} } } }, { "数据分析": { "children": [ { "Python基础": { "children": [ { "创建Python脚本": { "data": { "uuid": "python-4-1219", "seg": [ [ [ "创建", "python", "脚本" ] ] ], "level": { "min": 0.8333333333333333, "max": 0.8335700757575757 }, "related_data": {} } } }, { "运行Python脚本": { "data": { "uuid": "python-4-1220", "seg": [ [ [ "运行", "python", "脚本" ] ] ], "level": { "min": 0.8335700757575757, "max": 0.8338068181818181 }, "related_data": {} } } }, { "与命令行进行交互的几项技巧": { "data": { "uuid": "python-4-1221", "seg": [ [ [], [ "命令行", "交互", "技巧" ] ] ], "level": { "min": 0.8338068181818181, "max": 0.8340435606060606 }, "related_data": {} } } }, { "Python语言基础要素": { "children": [ { "数值": { "data": { "uuid": "python-5-801", "seg": [ [ [ "数值" ] ] ], "level": { "min": 0.8340435606060606, "max": 0.8340731534090908 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7461142_53446232@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_766031_825095@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7447209_53426721@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "字符串": { "data": { "uuid": "python-5-802", "seg": [ [ [ "字符串" ] ] ], "level": { "min": 0.8340731534090908, "max": 0.8341027462121211 }, "related_data": {} } } }, { "正则表达式与模式匹配": { "data": { "uuid": "python-5-803", "seg": [ [ [ "正则表达式" ], [ "模式匹配" ] ] ], "level": { "min": 0.8341027462121211, "max": 0.8341323390151515 }, "related_data": {} } } }, { "日期": { "data": { "uuid": "python-5-804", "seg": [ [ [ "日期" ] ] ], "level": { "min": 0.8341323390151515, "max": 0.8341619318181818 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_732919_753729@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7440397_53415856@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "列表": { "data": { "uuid": "python-5-805", "seg": [ [ [ "列表" ] ] ], "level": { "min": 0.8341619318181818, "max": 0.834191524621212 }, "related_data": {} } } }, { "元组": { "data": { "uuid": "python-5-806", "seg": [ [ [ "元组" ] ] ], "level": { "min": 0.834191524621212, "max": 0.8342211174242424 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_938910_1074696@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "字典": { "data": { "uuid": "python-5-807", "seg": [ [ [ "字典" ] ] ], "level": { "min": 0.8342211174242424, "max": 0.8342507102272727 }, "related_data": {} } } }, { "控制流": { "data": { "uuid": "python-5-808", "seg": [ [ [ "控制流" ] ] ], "level": { "min": 0.8342507102272727, "max": 0.834280303030303 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1222", "seg": [ [ [ "python", "语言", "基础", "要素", "语言基础", "基础要素" ] ] ], "level": { "min": 0.8340435606060606, "max": 0.834280303030303 }, "related_data": {} } } }, { "读取文本文件": { "children": [ { "创建文本文件": { "data": { "uuid": "python-5-809", "seg": [ [ [ "创建", "文本文件" ] ] ], "level": { "min": 0.834280303030303, "max": 0.8343592171717171 }, "related_data": {} } } }, { "脚本和输入文件在同一位置": { "data": { "uuid": "python-5-810", "seg": [ [ [ "脚本" ], [ "输入", "文件", "位置" ] ] ], "level": { "min": 0.8343592171717171, "max": 0.8344381313131313 }, "related_data": {} } } }, { "读取文件的新型语法": { "data": { "uuid": "python-5-811", "seg": [ [ [ "读取", "文件", "新型", "语法" ] ] ], "level": { "min": 0.8344381313131313, "max": 0.8345170454545454 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1056636_1253701@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_176615_59100@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_763250_821608@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399539_53346808@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1223", "seg": [ [ [ "读取", "文本文件" ] ] ], "level": { "min": 0.834280303030303, "max": 0.8345170454545454 }, "related_data": {} } } }, { "使用glob读取多个文本文件": { "data": { "uuid": "python-4-1224", "seg": [ [ [ "glob", "读取", "文本文件" ] ] ], "level": { "min": 0.8345170454545454, "max": 0.8347537878787878 }, "related_data": {} } } }, { "写入文本文件": { "children": [ { "向first_script.py添加代码": { "data": { "uuid": "python-5-812", "seg": [ [ [ "first", "script", "py", "添加" ] ] ], "level": { "min": 0.8347537878787878, "max": 0.8348721590909091 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1100789_1315555@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "100584892@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113157929@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102013726@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "11576961@jython@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "写入CSV文件": { "data": { "uuid": "python-5-813", "seg": [ [ [ "写入", "csv", "文件" ] ] ], "level": { "min": 0.8348721590909091, "max": 0.8349905303030303 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7458683_53444143@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_663861_480442@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456241_53439713@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1225", "seg": [ [ [ "写入", "文本文件" ] ] ], "level": { "min": 0.8347537878787878, "max": 0.8349905303030303 }, "related_data": {} } } }, { "print语句": { "data": { "uuid": "python-4-1226", "seg": [ [ [ "print", "语句" ] ] ], "level": { "min": 0.8349905303030303, "max": 0.8352272727272727 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_737107_766224@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_698346_585241@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-3-223", "seg": [ [ [ "python", "基础" ] ] ], "level": { "min": 0.8333333333333333, "max": 0.8352272727272727 }, "related_data": {} } } }, { "CSV文件": { "children": [ { "筛选特定的行": { "children": [ { "行中的值满足某个条件": { "data": { "uuid": "python-5-814", "seg": [ [ [ "行", "值", "条件" ] ] ], "level": { "min": 0.8352272727272727, "max": 0.8353174603174603 }, "related_data": {} } } }, { "行中的值属于某个集合": { "data": { "uuid": "python-5-815", "seg": [ [ [ "行", "值", "集合" ] ] ], "level": { "min": 0.8353174603174603, "max": 0.8354076479076479 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7460228_53445301@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7452556_53434573@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7426549_53390031@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451550_53432859@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1058196_1255401@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1064433_1262679@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "115399658@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118615757@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109184405@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "行中的值匹配于某个模式/ 正则表达式": { "data": { "uuid": "python-5-816", "seg": [ [ [ "行", "值", "匹配", "模式", "正则表达式" ] ] ], "level": { "min": 0.8354076479076479, "max": 0.8354978354978355 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "117024328@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1227", "seg": [ [ [ "筛选", "特定", "行" ] ] ], "level": { "min": 0.8352272727272727, "max": 0.8354978354978355 }, "related_data": {} } } }, { "选取特定的列": { "children": [ { "列索引值": { "data": { "uuid": "python-5-817", "seg": [ [ [ "列", "索引", "值", "索引值" ] ] ], "level": { "min": 0.8354978354978355, "max": 0.8356331168831168 }, "related_data": {} } } }, { "列标题": { "data": { "uuid": "python-5-818", "seg": [ [ [ "列", "标题" ] ] ], "level": { "min": 0.8356331168831168, "max": 0.8357683982683982 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7413510_53365581@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1100988_1315645@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409271_53359709@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7405947_53355815@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1228", "seg": [ [ [ "选取", "特定", "列" ] ] ], "level": { "min": 0.8354978354978355, "max": 0.8357683982683982 }, "related_data": {} } } }, { "选取连续的行": { "data": { "uuid": "python-4-1229", "seg": [ [ [ "选取", "连续", "行" ] ] ], "level": { "min": 0.8357683982683982, "max": 0.836038961038961 }, "related_data": {} } } }, { "添加标题行": { "data": { "uuid": "python-4-1230", "seg": [ [ [ "添加", "标题" ] ] ], "level": { "min": 0.836038961038961, "max": 0.8363095238095237 }, "related_data": {} } } }, { "读取多个CSV文件": { "data": { "uuid": "python-4-1231", "seg": [ [ [ "读取", "csv", "文件" ] ] ], "level": { "min": 0.8363095238095237, "max": 0.8365800865800865 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7419585_53377102@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413835_53366111@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7396380_53339913@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_679523_527139@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413102_53364872@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_213101_155349@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7438411_53411862@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_702073_592287@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_884124_1022934@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7405551_53355183@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7402806_53350961@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_713679_705198@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443251_53420924@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7417226_53372016@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_760502_817432@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1095016_1305842@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7410888_53361705@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_5950686_38139211@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_666287_487818@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1055958_1253200@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_774694_838681@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_346673_353417@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7440427_53415600@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_184707_75083@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7417299_53372136@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_323527_314211@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7465041_53451773@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "87092714@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87890989@numpy@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "从多个文件中连接数据": { "data": { "uuid": "python-4-1232", "seg": [ [ [ "文件", "连接", "数据" ] ] ], "level": { "min": 0.8365800865800865, "max": 0.8368506493506492 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_6211752_43388542@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7439435_53414388@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423255_53383105@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "计算每个文件中值的总和与均值": { "data": { "uuid": "python-4-1233", "seg": [ [ [ "计算", "文件", "中值", "总和", "文件中值" ], [ "均值" ] ] ], "level": { "min": 0.8368506493506492, "max": 0.837121212121212 }, "related_data": {} } } } ], "data": { "uuid": "python-3-224", "seg": [ [ [ "csv", "文件" ] ] ], "level": { "min": 0.8352272727272727, "max": 0.837121212121212 }, "related_data": {} } } }, { "Excel文件": { "children": [ { "内省Excel工作簿": { "data": { "uuid": "python-4-1234", "seg": [ [ [ "内省", "excel", "工作", "簿" ] ] ], "level": { "min": 0.837121212121212, "max": 0.8374999999999999 }, "related_data": {} } } }, { "处理单个工作表": { "children": [ { "读写Excel文件": { "data": { "uuid": "python-5-819", "seg": [ [ [ "读写", "excel", "文件" ] ] ], "level": { "min": 0.8374999999999999, "max": 0.8376262626262625 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1062383_1260144@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_807520_903618@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430140_53397149@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7458887_53443770@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7405566_53354833@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7428192_53393641@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1058142_1255605@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7396837_53341154@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1090634_1297677@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7410314_53360933@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7431723_53400541@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_665287_482723@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_774256_838159@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "83104653@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111054157@python@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "筛选特定行": { "data": { "uuid": "python-5-820", "seg": [ [ [ "筛选", "特定" ] ] ], "level": { "min": 0.8376262626262625, "max": 0.8377525252525252 }, "related_data": {} } } }, { "选取特定列": { "data": { "uuid": "python-5-821", "seg": [ [ [ "选取", "特定", "列", "特定列" ] ] ], "level": { "min": 0.8377525252525252, "max": 0.8378787878787878 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1235", "seg": [ [ [ "单个", "工作", "表" ] ] ], "level": { "min": 0.8374999999999999, "max": 0.8378787878787878 }, "related_data": {} } } }, { "读取工作簿中的所有工作表": { "children": [ { "在所有工作表中筛选特定行": { "data": { "uuid": "python-5-822", "seg": [ [ [ "工作", "表中", "筛选", "特定" ] ] ], "level": { "min": 0.8378787878787878, "max": 0.8380681818181818 }, "related_data": {} } } }, { "在所有工作表中选取特定列": { "data": { "uuid": "python-5-823", "seg": [ [ [ "工作", "表中", "选取", "特定", "列", "特定列" ] ] ], "level": { "min": 0.8380681818181818, "max": 0.8382575757575758 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1236", "seg": [ [ [ "读取", "工作", "簿", "表" ] ] ], "level": { "min": 0.8378787878787878, "max": 0.8382575757575758 }, "related_data": {} } } }, { "在Excel工作簿中读取一组工作表": { "data": { "uuid": "python-4-1237", "seg": [ [ [ "excel", "工作", "簿", "读取", "表" ] ] ], "level": { "min": 0.8382575757575758, "max": 0.8386363636363636 }, "related_data": {} } } }, { "处理多个工作簿": { "children": [ { "工作表计数以及每个工作表中的行列计数": { "data": { "uuid": "python-5-824", "seg": [ [ [ "工作", "表", "计数" ], [ "工作", "表中", "行列", "计数", "行列计数" ] ] ], "level": { "min": 0.8386363636363636, "max": 0.8388257575757576 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_699675_587881@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "从多个工作簿中连接数据": { "data": { "uuid": "python-5-825", "seg": [ [ [ "工作", "簿", "连接", "数据" ] ] ], "level": { "min": 0.8388257575757576, "max": 0.8390151515151515 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "117958902@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1238", "seg": [ [ [ "工作", "簿" ] ] ], "level": { "min": 0.8386363636363636, "max": 0.8390151515151515 }, "related_data": {} } } } ], "data": { "uuid": "python-3-225", "seg": [ [ [ "excel", "文件" ] ] ], "level": { "min": 0.837121212121212, "max": 0.8390151515151515 }, "related_data": {} } } }, { "数据库": { "children": [ { "Python内置的sqlite3 模块": { "children": [ { "向表中插入新记录": { "data": { "uuid": "python-5-826", "seg": [ [ [ "表中", "插入", "记录" ] ] ], "level": { "min": 0.8390151515151515, "max": 0.8394886363636362 }, "related_data": {} } } }, { "更新表中记录": { "data": { "uuid": "python-5-827", "seg": [ [ [ "更新", "表中", "记录", "更新表中" ] ] ], "level": { "min": 0.8394886363636362, "max": 0.8399621212121211 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1239", "seg": [ [ [ "python", "内置", "sqlite3", "模块" ] ] ], "level": { "min": 0.8390151515151515, "max": 0.8399621212121211 }, "related_data": {} } } }, { "MySQL数据库": { "children": [ { "向表中插入新记录": { "data": { "uuid": "python-5-828", "seg": [ [ [ "表中", "插入", "记录" ] ] ], "level": { "min": 0.8399621212121211, "max": 0.8402777777777777 }, "related_data": {} } } }, { "查询一个表并将输出写入CSV文件": { "data": { "uuid": "python-5-829", "seg": [ [ [ "查询", "表并", "输出", "写入", "csv", "文件", "将输出" ] ] ], "level": { "min": 0.8402777777777777, "max": 0.8405934343434343 }, "related_data": {} } } }, { "更新表中记录": { "data": { "uuid": "python-5-830", "seg": [ [ [ "更新", "表中", "记录", "更新表中" ] ] ], "level": { "min": 0.8405934343434343, "max": 0.8409090909090908 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1240", "seg": [ [ [ "mysql", "数据库" ] ] ], "level": { "min": 0.8399621212121211, "max": 0.8409090909090908 }, "related_data": {} } } } ], "data": { "uuid": "python-3-226", "seg": [ [ [ "数据库" ] ] ], "level": { "min": 0.8390151515151515, "max": 0.8409090909090908 }, "related_data": {} } } }, { "应用程序": { "children": [ { "为CSV文件中数据的任意数目分类计算统计量": { "data": { "uuid": "python-4-1241", "seg": [ [ [ "csv", "文件", "数据", "任意", "数目", "分类", "计算", "统计", "量", "数目分类" ] ] ], "level": { "min": 0.8409090909090908, "max": 0.8418560606060606 }, "related_data": {} } } }, { "为文本文件中数据的任意数目分类计算统计量": { "data": { "uuid": "python-4-1242", "seg": [ [ [ "文本文件", "数据", "任意", "数目", "分类", "计算", "统计", "量", "数目分类" ] ] ], "level": { "min": 0.8418560606060606, "max": 0.8428030303030303 }, "related_data": {} } } } ], "data": { "uuid": "python-3-227", "seg": [ [ [ "应用程序" ] ] ], "level": { "min": 0.8409090909090908, "max": 0.8428030303030303 }, "related_data": {} } } }, { "图与图表": { "children": [ { "matplotlib": { "children": [ { "条形图": { "data": { "uuid": "python-5-831", "seg": [ [ [ "条形图" ] ] ], "level": { "min": 0.8428030303030303, "max": 0.8428977272727273 }, "related_data": {} } } }, { "直方图": { "data": { "uuid": "python-5-832", "seg": [ [ [ "直方图" ] ] ], "level": { "min": 0.8428977272727273, "max": 0.8429924242424243 }, "related_data": {} } } }, { "折线图": { "data": { "uuid": "python-5-833", "seg": [ [ [ "折线图" ] ] ], "level": { "min": 0.8429924242424243, "max": 0.8430871212121211 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7443534_53420711@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_714759_706840@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7411419_53362345@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425876_53387798@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "散点图": { "data": { "uuid": "python-5-834", "seg": [ [ [ "散点图" ] ] ], "level": { "min": 0.8430871212121211, "max": 0.8431818181818181 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "109896143@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "箱线图": { "data": { "uuid": "python-5-835", "seg": [ [ [ "箱", "线图" ] ] ], "level": { "min": 0.8431818181818181, "max": 0.8432765151515151 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1243", "seg": [ [ [ "matplotlib" ] ] ], "level": { "min": 0.8428030303030303, "max": 0.8432765151515151 }, "related_data": {} } } }, { "pandas": { "data": { "uuid": "python-4-1244", "seg": [ [ [ "pandas" ] ] ], "level": { "min": 0.8432765151515151, "max": 0.84375 }, "related_data": {} } } }, { "ggplot": { "data": { "uuid": "python-4-1245", "seg": [ [ [ "ggplot" ] ] ], "level": { "min": 0.84375, "max": 0.8442234848484848 }, "related_data": {} } } }, { "seaborn": { "data": { "uuid": "python-4-1246", "seg": [ [ [ "seaborn" ] ] ], "level": { "min": 0.8442234848484848, "max": 0.8446969696969696 }, "related_data": {} } } } ], "data": { "uuid": "python-3-228", "seg": [ [ [ "图" ], [ "图表" ] ] ], "level": { "min": 0.8428030303030303, "max": 0.8446969696969696 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "109026076@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "描述性统计与建模": { "children": [ { "数据集": { "children": [ { "葡萄酒质量": { "data": { "uuid": "python-5-836", "seg": [ [ [ "葡萄酒", "质量", "葡萄酒质量" ] ] ], "level": { "min": 0.8446969696969696, "max": 0.8450126262626262 }, "related_data": {} } } }, { "客户流失": { "data": { "uuid": "python-5-837", "seg": [ [ [ "客户", "流失" ] ] ], "level": { "min": 0.8450126262626262, "max": 0.8453282828282828 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1247", "seg": [ [ [ "数据", "集", "数据集" ] ] ], "level": { "min": 0.8446969696969696, "max": 0.8453282828282828 }, "related_data": {} } } }, { "葡萄酒质量": { "children": [ { "描述性统计": { "data": { "uuid": "python-5-838", "seg": [ [ [ "描述性", "统计" ] ] ], "level": { "min": 0.8453282828282828, "max": 0.8454335016835016 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7423980_53384417@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430312_53397395@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455040_53437777@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430120_53397108@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451835_53433466@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1679770_21754919@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "成对变量之间的关系和相关性": { "data": { "uuid": "python-5-839", "seg": [ [ [ "成", "变量", "关系" ], [ "相关性" ] ] ], "level": { "min": 0.8454335016835016, "max": 0.8455387205387205 }, "related_data": {} } } }, { "使用最小二乘估计进行线性回归": { "data": { "uuid": "python-5-840", "seg": [ [ [ "最小", "估计", "线性", "回归" ] ] ], "level": { "min": 0.8455387205387205, "max": 0.8456439393939393 }, "related_data": {} } } }, { "系数解释": { "data": { "uuid": "python-5-841", "seg": [ [ [ "系数" ] ] ], "level": { "min": 0.8456439393939393, "max": 0.8457491582491582 }, "related_data": {} } } }, { "自变量标准化": { "data": { "uuid": "python-5-842", "seg": [ [ [ "自变量", "标准化" ] ] ], "level": { "min": 0.8457491582491582, "max": 0.845854377104377 }, "related_data": {} } } }, { "预测": { "data": { "uuid": "python-5-843", "seg": [ [ [ "预测" ] ] ], "level": { "min": 0.845854377104377, "max": 0.8459595959595959 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1248", "seg": [ [ [ "葡萄酒", "质量", "葡萄酒质量" ] ] ], "level": { "min": 0.8453282828282828, "max": 0.8459595959595959 }, "related_data": {} } } }, { "客户流失": { "children": [ { "逻辑斯蒂回归": { "data": { "uuid": "python-5-844", "seg": [ [ [ "逻辑", "斯蒂", "回归", "逻辑斯蒂" ] ] ], "level": { "min": 0.8459595959595959, "max": 0.8461700336700336 }, "related_data": {} } } }, { "系数解释": { "data": { "uuid": "python-5-845", "seg": [ [ [ "系数" ] ] ], "level": { "min": 0.8461700336700336, "max": 0.8463804713804713 }, "related_data": {} } } }, { "预测": { "data": { "uuid": "python-5-846", "seg": [ [ [ "预测" ] ] ], "level": { "min": 0.8463804713804713, "max": 0.8465909090909091 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1249", "seg": [ [ [ "客户", "流失" ] ] ], "level": { "min": 0.8459595959595959, "max": 0.8465909090909091 }, "related_data": {} } } } ], "data": { "uuid": "python-3-229", "seg": [ [ [ "描述性", "统计" ], [ "建模" ] ] ], "level": { "min": 0.8446969696969696, "max": 0.8465909090909091 }, "related_data": {} } } }, { "按计划自动运行脚本": { "children": [ { "任务计划程序(Windows系统)": { "data": { "uuid": "python-4-1250", "seg": [ [ [ "计划", "程序", "windows", "系统", "任务计划", "计划程序" ] ] ], "level": { "min": 0.8465909090909091, "max": 0.8475378787878787 }, "related_data": {} } } }, { "cron工具(macOS系统和Unix系统)": { "children": [ { "cron表文件:一次性设置": { "data": { "uuid": "python-5-847", "seg": [ [ [ "cron", "表", "文件" ] ], [ [ "一次性", "设置", "一次性设置" ] ] ], "level": { "min": 0.8475378787878787, "max": 0.8480113636363635 }, "related_data": {} } } }, { "向cron表文件中添加cron任务": { "data": { "uuid": "python-5-848", "seg": [ [ [ "cron", "表", "文件", "添加" ] ] ], "level": { "min": 0.8480113636363635, "max": 0.8484848484848484 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1251", "seg": [ [ [ "cron", "工具", "macos", "系统" ], [ "unix", "系统" ] ] ], "level": { "min": 0.8475378787878787, "max": 0.8484848484848484 }, "related_data": {} } } } ], "data": { "uuid": "python-3-230", "seg": [ [ [ "按计划", "自动", "运行", "脚本" ] ] ], "level": { "min": 0.8465909090909091, "max": 0.8484848484848484 }, "related_data": {} } } }, { "从这里启航": { "children": [ { "更多的标准库模块和内置函数": { "children": [ { "Python标准库(PSL):更多的标准模块": { "data": { "uuid": "python-5-849", "seg": [ [ [ "python", "标准", "库", "psl", "标准库" ] ], [ [ "更多", "标准", "模块", "标准模块" ] ] ], "level": { "min": 0.8484848484848484, "max": 0.8487215909090908 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "118407041@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "内置函数": { "data": { "uuid": "python-5-850", "seg": [ [ [ "内置", "函数", "内置函数" ] ] ], "level": { "min": 0.8487215909090908, "max": 0.8489583333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_757704_814547@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1252", "seg": [ [ [ "更多", "标准", "库", "模块", "标准库", "库模块" ], [ "内置", "函数", "内置函数" ] ] ], "level": { "min": 0.8484848484848484, "max": 0.8489583333333333 }, "related_data": {} } } }, { "Python包索引(PyPI):更多的扩展模块": { "children": [ { "NumPy": { "data": { "uuid": "python-5-851", "seg": [ [ [ "numpy" ] ] ], "level": { "min": 0.8489583333333333, "max": 0.8490767045454545 }, "related_data": {} } } }, { "SciPy": { "data": { "uuid": "python-5-852", "seg": [ [ [ "scipy" ] ] ], "level": { "min": 0.8490767045454545, "max": 0.8491950757575757 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428766_53395298@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "53811821@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89842215@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109015445@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90321550@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78149641@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79396296@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "47090299@scipy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80939884@scipy@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "Scikit-Learn": { "data": { "uuid": "python-5-853", "seg": [ [ [ "scikit", "learn" ] ] ], "level": { "min": 0.8491950757575757, "max": 0.8493134469696969 }, "related_data": {} } } }, { "更多的扩展包": { "data": { "uuid": "python-5-854", "seg": [ [ [ "更多", "扩展", "包" ] ] ], "level": { "min": 0.8493134469696969, "max": 0.8494318181818181 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1253", "seg": [ [ [ "python", "包", "索引", "pypi" ] ], [ [ "更多", "扩展", "模块" ] ] ], "level": { "min": 0.8489583333333333, "max": 0.8494318181818181 }, "related_data": {} } } }, { "更多的数据结构": { "children": [ { "栈": { "data": { "uuid": "python-5-855", "seg": [ [ [ "栈" ] ] ], "level": { "min": 0.8494318181818181, "max": 0.8495896464646464 }, "related_data": {} } } }, { "队列": { "data": { "uuid": "python-5-856", "seg": [ [ [ "队列" ] ] ], "level": { "min": 0.8495896464646464, "max": 0.8497474747474747 }, "related_data": {} } } }, { "树": { "data": { "uuid": "python-5-857", "seg": [ [ [ "树" ] ] ], "level": { "min": 0.8497474747474747, "max": 0.849905303030303 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1254", "seg": [ [ [ "更多", "数据结构" ] ] ], "level": { "min": 0.8494318181818181, "max": 0.849905303030303 }, "related_data": {} } } }, { "从这里启航": { "data": { "uuid": "python-4-1255", "seg": [ [ [ "启航" ] ] ], "level": { "min": 0.849905303030303, "max": 0.8503787878787878 }, "related_data": {} } } } ], "data": { "uuid": "python-3-231", "seg": [ [ [ "启航" ] ] ], "level": { "min": 0.8484848484848484, "max": 0.8503787878787878 }, "related_data": {} } } }, { "准备工作": { "children": [ { "本书内容": { "children": [ { "什么类型的数据": { "data": { "uuid": "python-5-858", "seg": [ [ [ "类型", "数据" ] ] ], "level": { "min": 0.8503787878787878, "max": 0.8506944444444444 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427496_53391961@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1256", "seg": [ [ [ "内容" ] ] ], "level": { "min": 0.8503787878787878, "max": 0.8506944444444444 }, "related_data": {} } } }, { "为何利用Python进行数据分析": { "children": [ { "Python作为胶水": { "data": { "uuid": "python-5-859", "seg": [ [ [ "python", "胶水" ] ] ], "level": { "min": 0.8506944444444444, "max": 0.8507996632996633 }, "related_data": {} } } }, { "解决“双语言”难题": { "data": { "uuid": "python-5-860", "seg": [ [ [ "双", "语言", "难题", "双语言" ] ] ], "level": { "min": 0.8507996632996633, "max": 0.8509048821548821 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1087322_1294082@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7450887_53432105@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442971_53419987@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "为何不使用Python": { "data": { "uuid": "python-5-861", "seg": [ [ [ "python", "不使用" ] ] ], "level": { "min": 0.8509048821548821, "max": 0.851010101010101 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1257", "seg": [ [ [ "利用", "python", "数据分析" ] ] ], "level": { "min": 0.8506944444444444, "max": 0.851010101010101 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7444386_53422586@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430372_53397467@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "重要的Python库": { "children": [ { "IPython与Jupyter": { "data": { "uuid": "python-5-862", "seg": [ [ [ "ipython" ], [ "jupyter" ] ] ], "level": { "min": 0.851010101010101, "max": 0.8511679292929293 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_688181_553536@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "88614718@unittest@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "97494240@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79311264@virtualenv@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118026555@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "statsmodels": { "data": { "uuid": "python-5-863", "seg": [ [ [ "statsmodels" ] ] ], "level": { "min": 0.8511679292929293, "max": 0.8513257575757576 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1258", "seg": [ [ [ "python", "库" ] ] ], "level": { "min": 0.851010101010101, "max": 0.8513257575757576 }, "related_data": {} } } }, { "安装与设置": { "children": [ { "Windows": { "data": { "uuid": "python-5-864", "seg": [ [ [ "windows" ] ] ], "level": { "min": 0.8513257575757576, "max": 0.851378367003367 }, "related_data": {} } } }, { "Apple(OS X和macOS)": { "data": { "uuid": "python-5-865", "seg": [ [ [ "apple", "os", "x" ], [ "macos" ] ] ], "level": { "min": 0.851378367003367, "max": 0.8514309764309764 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7436909_53409177@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430452_53397530@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "45443019@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "GNU/Linux": { "data": { "uuid": "python-5-866", "seg": [ [ [ "gnu", "linux" ] ] ], "level": { "min": 0.8514309764309764, "max": 0.8514835858585859 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1079554_1284231@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7013198@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7764073@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "安装及更新Python包": { "data": { "uuid": "python-5-867", "seg": [ [ [ "安装" ], [ "更新", "python", "包" ] ] ], "level": { "min": 0.8514835858585859, "max": 0.8515361952861952 }, "related_data": {} } } }, { "Python 2和Python": { "data": { "uuid": "python-5-868", "seg": [ [ [ "python" ], [ "python" ] ] ], "level": { "min": 0.8515361952861952, "max": 0.8515888047138046 }, "related_data": {} } } }, { "集成开发环境和文本编辑器": { "data": { "uuid": "python-5-869", "seg": [ [ [ "集成", "开发", "环境" ], [ "文本编辑", "器", "文本编辑器" ] ] ], "level": { "min": 0.8515888047138046, "max": 0.851641414141414 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1259", "seg": [ [ [ "安装" ], [ "设置" ] ] ], "level": { "min": 0.8513257575757576, "max": 0.851641414141414 }, "related_data": {} } } }, { "社区和会议": { "data": { "uuid": "python-4-1260", "seg": [ [ [ "社区" ], [ "会议" ] ] ], "level": { "min": 0.851641414141414, "max": 0.8519570707070706 }, "related_data": {} } } }, { "快速浏览本书": { "children": [ { "代码示例": { "data": { "uuid": "python-5-870", "seg": [ [ [ "示例", "代码示例" ] ] ], "level": { "min": 0.8519570707070706, "max": 0.8520359848484848 }, "related_data": {} } } }, { "示例数据": { "data": { "uuid": "python-5-871", "seg": [ [ [ "示例", "数据", "示例数据" ] ] ], "level": { "min": 0.8520359848484848, "max": 0.8521148989898989 }, "related_data": {} } } }, { "导入约定": { "data": { "uuid": "python-5-872", "seg": [ [ [ "导入", "约定" ] ] ], "level": { "min": 0.8521148989898989, "max": 0.852193813131313 }, "related_data": {} } } }, { "术语": { "data": { "uuid": "python-5-873", "seg": [ [ [ "术语" ] ] ], "level": { "min": 0.852193813131313, "max": 0.8522727272727272 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1261", "seg": [ [ [ "快速", "浏览", "快速浏览" ] ] ], "level": { "min": 0.8519570707070706, "max": 0.8522727272727272 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7432807_53433894@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-232", "seg": [ [ [ "工作" ] ] ], "level": { "min": 0.8503787878787878, "max": 0.8522727272727272 }, "related_data": {} } } }, { "内建数据结构、函数及文件": { "children": [ { "数据结构和序列": { "children": [ { "内建序列函数": { "data": { "uuid": "python-5-874", "seg": [ [ [ "建", "序列", "函数", "序列函数" ] ] ], "level": { "min": 0.8522727272727272, "max": 0.8525883838383838 }, "related_data": {} } } }, { "集合": { "data": { "uuid": "python-5-875", "seg": [ [ [ "集合" ] ] ], "level": { "min": 0.8525883838383838, "max": 0.8529040404040403 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1262", "seg": [ [ [ "数据结构" ], [ "序列" ] ] ], "level": { "min": 0.8522727272727272, "max": 0.8529040404040403 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7449231_53430634@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "109683177@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "函数": { "children": [ { "命名空间、作用域和本地函数": { "data": { "uuid": "python-5-876", "seg": [ [ [ "命名", "空间", "命名空间" ], [ "作用域" ], [ "函数" ] ] ], "level": { "min": 0.8529040404040403, "max": 0.852994227994228 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_797744_887910@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "返回多个值": { "data": { "uuid": "python-5-877", "seg": [ [ [ "返回", "值" ] ] ], "level": { "min": 0.852994227994228, "max": 0.8530844155844155 }, "related_data": {} } } }, { "函数是对象": { "data": { "uuid": "python-5-878", "seg": [ [ [ "函数", "对象" ] ] ], "level": { "min": 0.8530844155844155, "max": 0.8531746031746031 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451750_53433211@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_703144_593982@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_356621_372419@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7409903_53360369@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7440948_53416651@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7418387_53374331@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_357891_375207@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_4645846_30317356@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_390227_431620@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435502_53406141@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442092_53418841@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_651841_459414@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_651847_459388@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429570_53396582@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448170_53428204@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7417646_53372960@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7427067_53391074@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7439170_53412856@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_768852_829293@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_695049_576564@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_367058_392183@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430190_53397309@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1086371_1293299@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426638_53390262@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1083465_1289764@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7407189_53357656@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442040_53418734@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435319_53405811@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438187_53412204@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7432986_53402728@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7449560_53429748@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_651612_459029@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414772_53367719@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7395424_53337866@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "81004843@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53443062@python@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "匿名(Lambda)函数": { "data": { "uuid": "python-5-879", "seg": [ [ [ "匿名", "lambda", "函数" ] ] ], "level": { "min": 0.8531746031746031, "max": 0.8532647907647907 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7395146_53337257@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7396015_53339152@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1063329_1261255@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1071676_1273970@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "柯里化:部分参数应用": { "data": { "uuid": "python-5-880", "seg": [ [ [ "柯里化" ] ], [ [ "参数", "部分参数" ] ] ], "level": { "min": 0.8532647907647907, "max": 0.8533549783549783 }, "related_data": {} } } }, { "生成器": { "data": { "uuid": "python-5-881", "seg": [ [ [ "生成器" ] ] ], "level": { "min": 0.8533549783549783, "max": 0.8534451659451658 }, "related_data": {} } } }, { "错误和异常处理": { "data": { "uuid": "python-5-882", "seg": [ [ [], [ "异常", "异常处理" ] ] ], "level": { "min": 0.8534451659451658, "max": 0.8535353535353535 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1263", "seg": [ [ [ "函数" ] ] ], "level": { "min": 0.8529040404040403, "max": 0.8535353535353535 }, "related_data": {} } } }, { "文件与操作系统": { "children": [ { "字节与Unicode文件": { "data": { "uuid": "python-5-883", "seg": [ [ [ "字节" ], [ "unicode", "文件" ] ] ], "level": { "min": 0.8535353535353535, "max": 0.8541666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1264", "seg": [ [ [ "文件" ], [ "操作系统" ] ] ], "level": { "min": 0.8535353535353535, "max": 0.8541666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-3-233", "seg": [ [ [ "建", "数据结构" ], [ "函数" ], [ "文件" ] ] ], "level": { "min": 0.8522727272727272, "max": 0.8541666666666666 }, "related_data": {} } } }, { "NumPy基础:数组与向量化计算": { "children": [ { "NumPy ndarray:多维数组对象": { "children": [ { "生成ndarray": { "data": { "uuid": "python-5-884", "seg": [ [ [ "生成", "ndarray" ] ] ], "level": { "min": 0.8541666666666666, "max": 0.8542053184910328 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7461639_53446928@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_898843_1035505@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1082356_1288345@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "ndarray的数据类型": { "data": { "uuid": "python-5-885", "seg": [ [ [ "ndarray", "数据类型" ] ] ], "level": { "min": 0.8542053184910328, "max": 0.8542439703153989 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_792591_884620@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "117016814@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78517340@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86712889@numpy@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "NumPy数组算术": { "data": { "uuid": "python-5-886", "seg": [ [ [ "numpy", "数组", "算术", "数组算术" ] ] ], "level": { "min": 0.8542439703153989, "max": 0.854282622139765 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1906824_9415288@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7418088_53373929@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_5781159_36547322@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7421145_53379058@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7409349_53359726@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7432142_53401084@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1099671_1314699@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_749709_802350@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7414453_53367218@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_750865_805888@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7457715_53442212@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_719176_713227@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_951756_1094034@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431823_53400766@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7419248_53376474@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7433113_53402965@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_647606_451623@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1083232_1289408@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_685917_546658@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7398569_53344893@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_748006_799676@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7446240_53425485@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1087787_1294407@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7403500_53352041@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_767169_826692@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_891407_1029974@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7436983_53409451@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "78090365@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78283358@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90524020@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54583415@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54583415@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50531684@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103387222@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72828584@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54897250@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79467002@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102720385@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78806827@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78010654@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79806207@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81835310@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "93496508@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80666070@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83594271@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78912667@python@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78083179@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78083895@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51868115@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80816121@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83011056@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81227629@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82949079@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82947017@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "76254442@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79580734@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78119320@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "69936952@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54599306@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78912667@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78700745@numpy@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82118030@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90384226@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87386901@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99676029@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50813948@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "74080768@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "17026011@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79279407@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78150203@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "59111207@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78393836@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "41414809@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80235548@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102898073@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78019596@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "71081165@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50344129@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80017721@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53098624@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52738479@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87931521@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "95027651@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78437224@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78437224@list@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "76176985@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80548360@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53143141@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50458551@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "49204551@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78713663@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78109976@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50592754@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79322103@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80631831@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78149262@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "67633593@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78081959@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "20717163@numpy@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83896645@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83927880@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78867204@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "58220569@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83544853@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80462437@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "46581861@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78397329@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80471119@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51346523@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51853258@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80086480@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82949004@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88931639@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79815800@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77770751@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81106190@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79893747@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78085457@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88559162@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "98472358@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100000373@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "76851291@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "41624151@numpy@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83448878@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "56485177@numpy@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "49383551@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70733893@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72812178@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81106190@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108700665@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90452910@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79929558@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81532855@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "43165053@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "38701209@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115503937@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80205422@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79193770@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78861514@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78934529@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80965274@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51682867@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78645618@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78220080@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51534164@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53055219@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116034510@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82379396@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109023034@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54632047@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109028268@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80079673@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77989287@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53780613@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104997115@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79031693@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "70543952@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78331568@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78300770@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50158975@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78619196@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78548420@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79038544@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80423135@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "96475103@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45539907@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "28910559@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78653774@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "67075291@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50991828@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "98620688@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80501468@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104901610@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72661051@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102712946@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103414961@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100431667@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "62046057@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78738812@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107413305@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "55506896@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52829750@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50814706@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "73380803@python@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "95097924@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117453962@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80762208@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "72397282@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80048688@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78086478@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82956178@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82887820@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "58593682@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "39134747@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51462935@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "71079535@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53436694@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90697743@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87855493@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "73380803@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51378296@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "93889047@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79009618@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53149655@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54352889@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82719987@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79872694@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51234809@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78799926@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "58591936@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87861594@numpy@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52703686@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78245804@numpy@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "110354338@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51462935@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51234809@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80003182@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "47766113@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53642758@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50879130@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78818092@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82887820@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53705964@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80048316@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "25370053@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80375544@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "48274611@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89642041@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77248908@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78245804@scipy@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99622081@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102710405@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "69053585@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78152621@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "96282230@python@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "71076451@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "21875705@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79725646@numpy@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53932645@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "101361583@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117338093@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78712881@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79030994@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82288561@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52507173@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78715140@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109487733@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "96282230@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51942553@numpy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109515189@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80409034@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51982514@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "73395522@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100136800@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109115493@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79850263@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "41844495@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "101361583@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50502415@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54374808@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "62229610@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80889783@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113621787@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109588264@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51942553@scipy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "10054953@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "49310089@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81591686@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77242846@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90762330@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78520798@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90777337@scipy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80012206@scipy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81084153@numpy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53144633@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110676064@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "96462827@numpy@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81462736@numpy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78559091@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79677557@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103581471@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88256524@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "41768407@numpy@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "基础索引与切片": { "data": { "uuid": "python-5-887", "seg": [ [ [ "基础", "索引", "基础索引" ], [ "切片" ] ] ], "level": { "min": 0.854282622139765, "max": 0.854321273964131 }, "related_data": {} } } }, { "布尔索引": { "data": { "uuid": "python-5-888", "seg": [ [ [ "布尔", "索引", "布尔索引" ] ] ], "level": { "min": 0.854321273964131, "max": 0.8543599257884972 }, "related_data": {} } } }, { "神奇索引": { "data": { "uuid": "python-5-889", "seg": [ [ [ "神奇", "索引" ] ] ], "level": { "min": 0.8543599257884972, "max": 0.8543985776128633 }, "related_data": {} } } }, { "数组转置和换轴": { "data": { "uuid": "python-5-890", "seg": [ [ [ "数组", "转置" ], [ "换轴" ] ] ], "level": { "min": 0.8543985776128633, "max": 0.8544372294372294 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7408783_53358999@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_3535547_23009112@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7445364_53424010@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7452581_53434587@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_831996_933928@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_864358_993346@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7418765_53375395@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_701111_590653@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1097325_1310672@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_747864_799424@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1091647_1299219@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7424499_53385537@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "103773539@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1265", "seg": [ [ [ "numpy", "ndarray" ] ], [ [ "数组", "对象", "数组对象" ] ] ], "level": { "min": 0.8541666666666666, "max": 0.8544372294372294 }, "related_data": {} } } }, { "通用函数:快速的逐元素数组函数": { "data": { "uuid": "python-4-1266", "seg": [ [ [ "通用", "函数" ] ], [ [ "快速", "逐", "元素", "数组", "函数", "逐元素", "元素数组", "数组函数" ] ] ], "level": { "min": 0.8544372294372294, "max": 0.8547077922077921 }, "related_data": {} } } }, { "使用数组进行面向数组编程": { "children": [ { "将条件逻辑作为数组操作": { "data": { "uuid": "python-5-891", "seg": [ [ [ "条件逻辑", "数组", "操作" ] ] ], "level": { "min": 0.8547077922077921, "max": 0.8547619047619047 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_768492_828880@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "数学和统计方法": { "data": { "uuid": "python-5-892", "seg": [ [ [ "数学" ], [ "统计", "方法" ] ] ], "level": { "min": 0.8547619047619047, "max": 0.8548160173160173 }, "related_data": {} } } }, { "布尔值数组的方法": { "data": { "uuid": "python-5-893", "seg": [ [ [ "布尔值", "数组", "方法", "布尔值数组" ] ] ], "level": { "min": 0.8548160173160173, "max": 0.8548701298701298 }, "related_data": {} } } }, { "排序": { "data": { "uuid": "python-5-894", "seg": [ [ [ "排序" ] ] ], "level": { "min": 0.8548701298701298, "max": 0.8549242424242424 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_700541_589424@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1063906_1262051@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_217438_165891@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7425372_53386794@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399575_53346992@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "109251836@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "唯一值与其他集合逻辑": { "data": { "uuid": "python-5-895", "seg": [ [ [ "唯一", "值" ], [ "集合", "逻辑" ] ] ], "level": { "min": 0.8549242424242424, "max": 0.854978354978355 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1267", "seg": [ [ [ "数组", "面向", "编程", "面向数组", "数组编程" ] ] ], "level": { "min": 0.8547077922077921, "max": 0.854978354978355 }, "related_data": {} } } }, { "使用数组进行文件输入和输出": { "data": { "uuid": "python-4-1268", "seg": [ [ [ "数组", "文件", "输入" ], [ "输出" ] ] ], "level": { "min": 0.854978354978355, "max": 0.8552489177489178 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7455407_53438285@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_758758_814791@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "线性代数": { "data": { "uuid": "python-4-1269", "seg": [ [ [ "线性代数" ] ] ], "level": { "min": 0.8552489177489178, "max": 0.8555194805194806 }, "related_data": {} } } }, { "伪随机数生成": { "data": { "uuid": "python-4-1270", "seg": [ [ [ "伪", "随机数", "生成" ] ] ], "level": { "min": 0.8555194805194806, "max": 0.8557900432900433 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_702083_592274@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "示例:随机漫步": { "children": [ { "一次性模拟多次随机漫步": { "data": { "uuid": "python-5-896", "seg": [ [ [ "一次性", "模拟", "随机", "漫步", "一次性模拟", "随机漫步" ] ] ], "level": { "min": 0.8557900432900433, "max": 0.8560606060606061 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7461711_53446985@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399272_53346692@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_716715_709624@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7458855_53443612@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7422933_53382743@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097501_1311047@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7465264_53452040@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444725_53423310@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450673_53431696@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7437984_53411246@8", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1271", "seg": [ [ [ "示例" ] ], [ [ "随机", "漫步", "随机漫步" ] ] ], "level": { "min": 0.8557900432900433, "max": 0.8560606060606061 }, "related_data": {} } } } ], "data": { "uuid": "python-3-234", "seg": [ [ [ "numpy", "基础" ] ], [ [ "数组" ], [ "量化", "计算" ] ] ], "level": { "min": 0.8541666666666666, "max": 0.8560606060606061 }, "related_data": {} } } }, { "pandas入门": { "children": [ { "pandas数据结构介绍": { "children": [ { "Series": { "data": { "uuid": "python-5-897", "seg": [ [ [ "series" ] ] ], "level": { "min": 0.8560606060606061, "max": 0.8562710437710438 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_863734_999674@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_770378_832056@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "DataFrame": { "data": { "uuid": "python-5-898", "seg": [ [ [ "dataframe" ] ] ], "level": { "min": 0.8562710437710438, "max": 0.8564814814814815 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7439198_53412993@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7457519_53441741@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7428688_53394804@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7396359_53339924@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7410819_53361621@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7407107_53356857@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_886557_1035772@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_772299_836735@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7431560_53400830@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7416732_53371115@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_703318_594166@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7429229_53395882@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7428067_53393486@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7419952_53377866@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7419631_53377189@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_701045_590964@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7411545_53362528@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_934809_1070629@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7419723_53377238@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769119_829757@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7409644_53360086@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_686103_547205@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7410337_53360989@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7462299_53447773@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7398970_53345672@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_771665_834327@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7452515_53434507@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_807417_902810@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1053071_1250398@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1093895_1303668@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7410517_53361396@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "99292830@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "76168253@numpy@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77892784@numpy@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "索引对象": { "data": { "uuid": "python-5-899", "seg": [ [ [ "索引", "对象", "索引对象" ] ] ], "level": { "min": 0.8564814814814815, "max": 0.8566919191919192 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7410664_53361540@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1272", "seg": [ [ [ "pandas", "数据结构", "介绍" ] ] ], "level": { "min": 0.8560606060606061, "max": 0.8566919191919192 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7432262_53401350@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1060287_1257810@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7407880_53358083@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_714781_706834@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1063561_1261573@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7130867_51214474@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7456702_53440829@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7403605_53352133@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_748074_799761@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_693426_571175@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445192_53423794@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7423080_53382368@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_450194_438923@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_718166_711728@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_754907_810085@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7406221_53355559@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7432057_53401020@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7430578_53397747@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7404118_53352975@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7434489_53404884@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_754958_810242@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448665_53429029@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7407430_53357549@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_774277_838271@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_768407_828554@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_718846_712812@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399572_53346993@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7463696_53449909@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409869_53360395@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "80605909@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115598697@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80959465@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51718840@pip@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "基本功能": { "children": [ { "重建索引": { "data": { "uuid": "python-5-900", "seg": [ [ [ "重建", "索引" ] ] ], "level": { "min": 0.8566919191919192, "max": 0.8567971380471381 }, "related_data": {} } } }, { "轴向上删除条目": { "data": { "uuid": "python-5-901", "seg": [ [ [ "轴", "向上", "删除", "条目", "向上删除" ] ] ], "level": { "min": 0.8567971380471381, "max": 0.8569023569023569 }, "related_data": {} } } }, { "索引、选择与过滤": { "data": { "uuid": "python-5-902", "seg": [ [ [ "索引" ], [ "选择" ], [ "过滤" ] ] ], "level": { "min": 0.8569023569023569, "max": 0.8570075757575757 }, "related_data": {} } } }, { "整数索引": { "data": { "uuid": "python-5-903", "seg": [ [ [ "整数", "索引", "整数索引" ] ] ], "level": { "min": 0.8570075757575757, "max": 0.8571127946127945 }, "related_data": {} } } }, { "算术和数据对齐": { "data": { "uuid": "python-5-904", "seg": [ [ [ "算术" ], [ "数据", "对齐" ] ] ], "level": { "min": 0.8571127946127945, "max": 0.8572180134680134 }, "related_data": {} } } }, { "含有重复标签的轴索引": { "data": { "uuid": "python-5-905", "seg": [ [ [ "含有", "重复", "标签", "轴", "索引", "重复标签", "轴索引" ] ] ], "level": { "min": 0.8572180134680134, "max": 0.8573232323232323 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1273", "seg": [ [ [ "基本功能" ] ] ], "level": { "min": 0.8566919191919192, "max": 0.8573232323232323 }, "related_data": {} } } }, { "描述性统计的概述与计算": { "data": { "uuid": "python-4-1274", "seg": [ [ [ "描述性", "统计", "概述" ], [ "计算" ] ] ], "level": { "min": 0.8573232323232323, "max": 0.8579545454545454 }, "related_data": {} } } } ], "data": { "uuid": "python-3-235", "seg": [ [ [ "pandas", "入门" ] ] ], "level": { "min": 0.8560606060606061, "max": 0.8579545454545454 }, "related_data": {} } } }, { "数据载入、存储及文件格式": { "children": [ { "文本格式数据的读写": { "children": [ { "分块读入文本文件": { "data": { "uuid": "python-5-906", "seg": [ [ [ "分块", "读入", "文本文件" ] ] ], "level": { "min": 0.8579545454545454, "max": 0.8580492424242424 }, "related_data": {} } } }, { "将数据写入文本格式": { "data": { "uuid": "python-5-907", "seg": [ [ [ "数据", "写入", "文本格式", "将数据" ] ] ], "level": { "min": 0.8580492424242424, "max": 0.8581439393939394 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7442555_53419444@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用分隔格式": { "data": { "uuid": "python-5-908", "seg": [ [ [ "分隔", "格式" ] ] ], "level": { "min": 0.8581439393939394, "max": 0.8582386363636363 }, "related_data": {} } } }, { "JSON数据": { "data": { "uuid": "python-5-909", "seg": [ [ [ "json", "数据" ] ] ], "level": { "min": 0.8582386363636363, "max": 0.8583333333333333 }, "related_data": {} } } }, { "XML和HTML:网络抓取": { "data": { "uuid": "python-5-910", "seg": [ [ [ "xml" ], [ "html" ] ], [ [ "网络", "抓取" ] ] ], "level": { "min": 0.8583333333333333, "max": 0.8584280303030303 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_730559_745643@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_770033_831427@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7430854_53398410@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "115917010@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1275", "seg": [ [ [ "文本格式", "数据", "读写", "文本格式数据" ] ] ], "level": { "min": 0.8579545454545454, "max": 0.8584280303030303 }, "related_data": {} } } }, { "二进制格式": { "children": [ { "使用HDF5格式": { "data": { "uuid": "python-5-911", "seg": [ [ [ "hdf5", "格式" ] ] ], "level": { "min": 0.8584280303030303, "max": 0.8586647727272727 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7462874_53448614@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7437528_53410454@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7462767_53448474@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1095306_1306538@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7454103_53436878@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1095307_1306537@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1099026_1313983@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "读取Microsoft Excel文件": { "data": { "uuid": "python-5-912", "seg": [ [ [ "读取", "microsoft", "excel", "文件" ] ] ], "level": { "min": 0.8586647727272727, "max": 0.8589015151515151 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "135568@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1276", "seg": [ [ [ "二进制", "格式", "二进制格式" ] ] ], "level": { "min": 0.8584280303030303, "max": 0.8589015151515151 }, "related_data": {} } } }, { "与Web API交互": { "data": { "uuid": "python-4-1277", "seg": [ [ [], [ "web", "api", "交互" ] ] ], "level": { "min": 0.8589015151515151, "max": 0.859375 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7449539_53429712@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "与数据库交互": { "data": { "uuid": "python-4-1278", "seg": [ [ [], [ "数据库", "交互" ] ] ], "level": { "min": 0.859375, "max": 0.8598484848484849 }, "related_data": {} } } } ], "data": { "uuid": "python-3-236", "seg": [ [ [ "数据", "载入" ], [ "存储" ], [ "文件格式" ] ] ], "level": { "min": 0.8579545454545454, "max": 0.8598484848484849 }, "related_data": {} } } }, { "数据清洗与准备": { "children": [ { "处理缺失值": { "children": [ { "过滤缺失值": { "data": { "uuid": "python-5-913", "seg": [ [ [ "过滤", "缺失", "值" ] ] ], "level": { "min": 0.8598484848484849, "max": 0.8601641414141414 }, "related_data": {} } } }, { "补全缺失值": { "data": { "uuid": "python-5-914", "seg": [ [ [ "补全", "缺失", "值" ] ] ], "level": { "min": 0.8601641414141414, "max": 0.860479797979798 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_762637_820886@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7404260_53353079@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_718744_712541@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7407153_53356945@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1648440_6825009@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1027062_1222172@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1069072_1269890@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_932853_1071898@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1279", "seg": [ [ [ "缺失", "值" ] ] ], "level": { "min": 0.8598484848484849, "max": 0.860479797979798 }, "related_data": {} } } }, { "数据转换": { "children": [ { "删除重复值": { "data": { "uuid": "python-5-915", "seg": [ [ [ "删除", "重复", "值", "重复值" ] ] ], "level": { "min": 0.860479797979798, "max": 0.8605587121212122 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7460165_53445223@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用函数或映射进行数据转换": { "data": { "uuid": "python-5-916", "seg": [ [ [ "函数", "映射", "数据", "转换" ] ] ], "level": { "min": 0.8605587121212122, "max": 0.8606376262626263 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_728331_739411@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427073_53391086@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7395984_53339398@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1101333_1315894@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456552_53440542@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097423_1310921@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7404699_53353694@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1015154_1206793@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4645343_29327952@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1096152_1308171@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7458568_53443207@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1104445_1318654@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_5752069_35663230@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450641_53431613@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7441482_53418054@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_689337_557168@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444041_53421867@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1054803_1252003@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_227540_191982@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453801_53436489@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399962_53347575@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_697488_583157@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399559_53346870@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1059236_1256824@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_5715265_51575775@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_702314_592761@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456205_53439624@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7407304_53357463@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_720116_714579@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7409053_53359315@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_769744_831150@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1060586_1258195@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_671778_499501@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7448572_53428730@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_687419_550996@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7399982_53347649@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7454427_53437138@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7395444_53337948@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7428373_53394246@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7419411_53376558@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_748316_800325@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7404976_53354082@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7422349_53380223@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7411715_53362731@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1050324_1247554@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7457529_53441786@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423524_53384849@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444986_53423581@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7410162_53360812@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1050619_1247800@8", "cluster_num": 2 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "72620983@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107094630@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85124452@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "替代值": { "data": { "uuid": "python-5-917", "seg": [ [ [ "值", "替代值" ] ] ], "level": { "min": 0.8606376262626263, "max": 0.8607165404040404 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_752040_805943@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "重命名轴索引": { "data": { "uuid": "python-5-918", "seg": [ [ [ "重命名", "轴", "索引", "重命名轴", "轴索引" ] ] ], "level": { "min": 0.8607165404040404, "max": 0.8607954545454546 }, "related_data": {} } } }, { "离散化和分箱": { "data": { "uuid": "python-5-919", "seg": [ [ [ "离散", "化" ], [ "分箱" ] ] ], "level": { "min": 0.8607954545454546, "max": 0.8608743686868686 }, "related_data": {} } } }, { "检测和过滤异常值": { "data": { "uuid": "python-5-920", "seg": [ [ [ "检测" ], [ "过滤", "异常", "值", "异常值" ] ] ], "level": { "min": 0.8608743686868686, "max": 0.8609532828282828 }, "related_data": {} } } }, { "置换和随机抽样": { "data": { "uuid": "python-5-921", "seg": [ [ [ "置换" ], [ "随机抽样" ] ] ], "level": { "min": 0.8609532828282828, "max": 0.8610321969696969 }, "related_data": {} } } }, { "计算指标/虚拟变量": { "data": { "uuid": "python-5-922", "seg": [ [ [ "计算", "指标", "虚拟", "变量" ] ] ], "level": { "min": 0.8610321969696969, "max": 0.861111111111111 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1280", "seg": [ [ [ "数据", "转换" ] ] ], "level": { "min": 0.860479797979798, "max": 0.861111111111111 }, "related_data": {} } } }, { "字符串操作": { "children": [ { "字符串对象方法": { "data": { "uuid": "python-5-923", "seg": [ [ [ "字符串", "对象", "方法", "字符串对象", "对象方法" ] ] ], "level": { "min": 0.861111111111111, "max": 0.8614267676767676 }, "related_data": {} } } }, { "pandas中的向量化字符串函数": { "data": { "uuid": "python-5-924", "seg": [ [ [ "pandas", "量化", "字符串", "函数", "字符串函数" ] ] ], "level": { "min": 0.8614267676767676, "max": 0.8617424242424242 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "83032178@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1281", "seg": [ [ [ "字符串", "操作" ] ] ], "level": { "min": 0.861111111111111, "max": 0.8617424242424242 }, "related_data": {} } } } ], "data": { "uuid": "python-3-237", "seg": [ [ [ "数据", "清洗" ], [] ] ], "level": { "min": 0.8598484848484849, "max": 0.8617424242424242 }, "related_data": {} } } }, { "数据规整:连接、联合与重塑": { "children": [ { "分层索引": { "children": [ { "重排序和层级排序": { "data": { "uuid": "python-5-925", "seg": [ [ [ "重", "排序" ], [ "层级", "排序", "层级排序" ] ] ], "level": { "min": 0.8617424242424242, "max": 0.8619528619528619 }, "related_data": {} } } }, { "按层级进行汇总统计": { "data": { "uuid": "python-5-926", "seg": [ [ [ "层级", "汇总", "统计" ] ] ], "level": { "min": 0.8619528619528619, "max": 0.8621632996632996 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "105631682@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用DataFrame的列进行索引": { "data": { "uuid": "python-5-927", "seg": [ [ [ "dataframe", "列", "索引" ] ] ], "level": { "min": 0.8621632996632996, "max": 0.8623737373737373 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_771286_833820@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_770954_833169@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1062510_1260268@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_817993_913246@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426896_53390877@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_968633_1124005@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7411646_53362595@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_963654_1115547@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7425144_53386402@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1096738_1309289@8", "cluster_num": 0 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "105353026@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "41551491@list@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1282", "seg": [ [ [ "分层", "索引", "分层索引" ] ] ], "level": { "min": 0.8617424242424242, "max": 0.8623737373737373 }, "related_data": {} } } }, { "联合与合并数据集": { "children": [ { "数据库风格的DataFrame连接": { "data": { "uuid": "python-5-928", "seg": [ [ [ "数据库", "风格", "dataframe", "连接", "数据库风格" ] ] ], "level": { "min": 0.8623737373737373, "max": 0.8625315656565656 }, "related_data": {} } } }, { "根据索引合并": { "data": { "uuid": "python-5-929", "seg": [ [ [ "索引", "合并" ] ] ], "level": { "min": 0.8625315656565656, "max": 0.8626893939393939 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_773576_837590@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_755008_810341@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7434558_53405056@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "沿轴向连接": { "data": { "uuid": "python-5-930", "seg": [ [ [ "轴向", "连接" ] ] ], "level": { "min": 0.8626893939393939, "max": 0.8628472222222222 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7442665_53421670@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "联合重叠数据": { "data": { "uuid": "python-5-931", "seg": [ [ [ "联合", "重叠", "数据" ] ] ], "level": { "min": 0.8628472222222222, "max": 0.8630050505050505 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1283", "seg": [ [ [ "联合" ], [ "合并", "数据", "集", "数据集" ] ] ], "level": { "min": 0.8623737373737373, "max": 0.8630050505050505 }, "related_data": {} } } }, { "重塑和透视": { "children": [ { "使用多层索引进行重塑": { "data": { "uuid": "python-5-932", "seg": [ [ [ "索引", "重塑" ] ] ], "level": { "min": 0.8630050505050505, "max": 0.8632154882154882 }, "related_data": {} } } }, { "将“长”透视为“宽”": { "data": { "uuid": "python-5-933", "seg": [ [ [ "长", "透视", "宽" ] ] ], "level": { "min": 0.8632154882154882, "max": 0.8634259259259259 }, "related_data": {} } } }, { "将“宽”透视为“长”": { "data": { "uuid": "python-5-934", "seg": [ [ [ "宽", "透视", "长" ] ] ], "level": { "min": 0.8634259259259259, "max": 0.8636363636363636 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1284", "seg": [ [ [ "重塑" ], [ "透视" ] ] ], "level": { "min": 0.8630050505050505, "max": 0.8636363636363636 }, "related_data": {} } } } ], "data": { "uuid": "python-3-238", "seg": [ [ [ "数据", "规整" ] ], [ [ "连接" ], [ "联合" ], [ "重塑" ] ] ], "level": { "min": 0.8617424242424242, "max": 0.8636363636363636 }, "related_data": {} } } }, { "绘图与可视化": { "children": [ { "简明matplotlib API入门": { "children": [ { "图片与子图": { "data": { "uuid": "python-5-935", "seg": [ [ [ "图片" ], [ "子图" ] ] ], "level": { "min": 0.8636363636363636, "max": 0.8637941919191919 }, "related_data": {} } } }, { "颜色、标记和线类型": { "data": { "uuid": "python-5-936", "seg": [ [ [ "颜色" ], [ "标记", "和线", "类型", "标记和线", "和线类型" ] ] ], "level": { "min": 0.8637941919191919, "max": 0.8639520202020202 }, "related_data": {} } } }, { "刻度、标签和图例": { "data": { "uuid": "python-5-937", "seg": [ [ [ "刻度" ], [ "标签" ], [ "图例" ] ] ], "level": { "min": 0.8639520202020202, "max": 0.8641098484848484 }, "related_data": {} } } }, { "注释与子图加工": { "data": { "uuid": "python-5-938", "seg": [ [ [ "注释" ], [ "子图", "加工" ] ] ], "level": { "min": 0.8641098484848484, "max": 0.8642676767676767 }, "related_data": {} } } }, { "将图片保存到文件": { "data": { "uuid": "python-5-939", "seg": [ [ [ "图片", "保存", "文件", "将图片" ] ] ], "level": { "min": 0.8642676767676767, "max": 0.864425505050505 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7434228_53404650@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_692679_568378@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7462884_53448612@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_700726_589781@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426151_53389071@8", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "matplotlib设置": { "data": { "uuid": "python-5-940", "seg": [ [ [ "matplotlib", "设置" ] ] ], "level": { "min": 0.864425505050505, "max": 0.8645833333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_960153_1111954@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7417687_53373559@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7444714_53423223@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7406772_53356401@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_667771_487194@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_719931_714345@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_682823_538009@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_748583_800590@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_748633_800681@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7447499_53427379@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_707280_640957@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426276_53390068@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_922194_1057647@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_749589_802163@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7420056_53378147@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_762307_821027@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_749497_802019@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7406631_53356216@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769831_831027@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_709898_667749@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7424830_53386078@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79595266@pyqt@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115645317@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112540444@pyqt@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52912439@python@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6851541@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7490197@wxpython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82698422@pip@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80444621@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79770507@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6873456@wxpython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79846837@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113755258@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1285", "seg": [ [ [ "简明", "matplotlib", "api", "入门" ] ] ], "level": { "min": 0.8636363636363636, "max": 0.8645833333333333 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "78959038@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "其他Python可视化工具": { "data": { "uuid": "python-4-1286", "seg": [ [ [ "python", "可视化", "工具", "可视化工具" ] ] ], "level": { "min": 0.8645833333333333, "max": 0.865530303030303 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "116023142@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111498852@python@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109709994@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108942044@list@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-3-239", "seg": [ [ [ "绘图" ], [ "可视化" ] ] ], "level": { "min": 0.8636363636363636, "max": 0.865530303030303 }, "related_data": {} } } }, { "数据聚合与分组操作": { "children": [ { "GroupBy机制": { "children": [ { "遍历各分组": { "data": { "uuid": "python-5-941", "seg": [ [ [ "遍历", "分组" ] ] ], "level": { "min": 0.865530303030303, "max": 0.8656486742424242 }, "related_data": {} } } }, { "选择一列或所有列的子集": { "data": { "uuid": "python-5-942", "seg": [ [ [ "选择", "列", "子集" ] ] ], "level": { "min": 0.8656486742424242, "max": 0.8657670454545454 }, "related_data": {} } } }, { "使用函数分组": { "data": { "uuid": "python-5-943", "seg": [ [ [ "函数", "分组" ] ] ], "level": { "min": 0.8657670454545454, "max": 0.8658854166666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7414509_53367569@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "根据索引层级分组": { "data": { "uuid": "python-5-944", "seg": [ [ [ "索引", "层级", "分组", "索引层级" ] ] ], "level": { "min": 0.8658854166666666, "max": 0.8660037878787878 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1287", "seg": [ [ [ "groupby", "机制" ] ] ], "level": { "min": 0.865530303030303, "max": 0.8660037878787878 }, "related_data": {} } } }, { "数据聚合": { "children": [ { "返回不含行索引的聚合数据": { "data": { "uuid": "python-5-945", "seg": [ [ [ "返回", "含行", "索引", "聚合", "数据", "不含行" ] ] ], "level": { "min": 0.8660037878787878, "max": 0.8664772727272727 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1058559_1255894@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_772486_835795@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1288", "seg": [ [ [ "数据", "聚合" ] ] ], "level": { "min": 0.8660037878787878, "max": 0.8664772727272727 }, "related_data": {} } } }, { "应用:通用拆分-应用-联合": { "children": [ { "压缩分组键": { "data": { "uuid": "python-5-946", "seg": [ [ [ "压缩", "分组", "键" ] ] ], "level": { "min": 0.8664772727272727, "max": 0.8667140151515151 }, "related_data": {} } } }, { "分位数与桶分析": { "data": { "uuid": "python-5-947", "seg": [ [ [ "分", "位数" ], [ "桶", "分析" ] ] ], "level": { "min": 0.8667140151515151, "max": 0.8669507575757576 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1289", "seg": [ [ [] ], [ [ "通用", "拆分", "联合" ] ] ], "level": { "min": 0.8664772727272727, "max": 0.8669507575757576 }, "related_data": {} } } }, { "数据透视表与交叉表": { "children": [ { "交叉表:crosstab": { "data": { "uuid": "python-5-948", "seg": [ [ [ "交叉", "表" ] ], [ [ "crosstab" ] ] ], "level": { "min": 0.8669507575757576, "max": 0.8674242424242424 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "17394259@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1290", "seg": [ [ [ "数据", "透视", "表与", "交叉", "表" ] ] ], "level": { "min": 0.8669507575757576, "max": 0.8674242424242424 }, "related_data": {} } } } ], "data": { "uuid": "python-3-240", "seg": [ [ [ "数据", "聚合" ], [ "分组", "操作" ] ] ], "level": { "min": 0.865530303030303, "max": 0.8674242424242424 }, "related_data": {} } } }, { "时间序列": { "children": [ { "时间序列基础": { "children": [ { "含有重复索引的时间序列": { "data": { "uuid": "python-5-949", "seg": [ [ [ "含有", "重复", "索引", "时间", "序列", "重复索引", "时间序列" ] ] ], "level": { "min": 0.8674242424242424, "max": 0.8678030303030303 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_774633_838599@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7400421_53348290@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1291", "seg": [ [ [ "时间", "序列", "基础", "时间序列", "序列基础" ] ] ], "level": { "min": 0.8674242424242424, "max": 0.8678030303030303 }, "related_data": {} } } }, { "时区处理": { "children": [ { "时区的本地化和转换": { "data": { "uuid": "python-5-950", "seg": [ [ [ "时区", "本地化" ], [ "转换" ] ] ], "level": { "min": 0.8678030303030303, "max": 0.8679292929292929 }, "related_data": {} } } }, { "时区感知时间戳对象的操作": { "data": { "uuid": "python-5-951", "seg": [ [ [ "区", "感知", "时间", "戳", "对象", "操作", "时区" ] ] ], "level": { "min": 0.8679292929292929, "max": 0.8680555555555556 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7424729_53385899@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "不同时区间的操作": { "data": { "uuid": "python-5-952", "seg": [ [ [ "区间", "操作" ] ] ], "level": { "min": 0.8680555555555556, "max": 0.8681818181818182 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1292", "seg": [ [ [ "区", "时区" ] ] ], "level": { "min": 0.8678030303030303, "max": 0.8681818181818182 }, "related_data": {} } } }, { "时间区间和区间算术": { "children": [ { "区间频率转换": { "data": { "uuid": "python-5-953", "seg": [ [ [ "区间", "频率", "转换", "区间频率" ] ] ], "level": { "min": 0.8681818181818182, "max": 0.8682765151515152 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7432963_53402848@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "季度区间频率": { "data": { "uuid": "python-5-954", "seg": [ [ [ "季度", "区间", "频率", "季度区间", "区间频率" ] ] ], "level": { "min": 0.8682765151515152, "max": 0.8683712121212122 }, "related_data": {} } } }, { "将时间戳转换为区间(以及逆转换)": { "data": { "uuid": "python-5-955", "seg": [ [ [ "时间", "戳", "转换", "区间", "将时间" ], [ "逆", "转换" ] ] ], "level": { "min": 0.8683712121212122, "max": 0.868465909090909 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_172786_50893@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414677_53367619@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7446043_53426360@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1060909_1258648@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7425370_53411809@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7403382_53351863@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435975_53406996@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435045_53405562@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1102736_1317169@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7447263_53426827@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1060835_1258621@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "从数组生成PeriodIndex": { "data": { "uuid": "python-5-956", "seg": [ [ [ "数组", "生成", "periodindex" ] ] ], "level": { "min": 0.868465909090909, "max": 0.868560606060606 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_915325_1051578@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1293", "seg": [ [ [ "时间", "区间", "时间区间" ], [ "区间", "算术", "区间算术" ] ] ], "level": { "min": 0.8681818181818182, "max": 0.868560606060606 }, "related_data": {} } } }, { "重新采样与频率转换": { "children": [ { "向下采样": { "data": { "uuid": "python-5-957", "seg": [ [ [ "向下", "采样" ] ] ], "level": { "min": 0.868560606060606, "max": 0.8686868686868686 }, "related_data": {} } } }, { "向上采样与插值": { "data": { "uuid": "python-5-958", "seg": [ [ [ "向上", "采样", "向上采样" ], [ "插值" ] ] ], "level": { "min": 0.8686868686868686, "max": 0.8688131313131313 }, "related_data": {} } } }, { "使用区间进行重新采样": { "data": { "uuid": "python-5-959", "seg": [ [ [ "区间", "采样" ] ] ], "level": { "min": 0.8688131313131313, "max": 0.8689393939393939 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1294", "seg": [ [ [ "采样" ], [ "频率", "转换" ] ] ], "level": { "min": 0.868560606060606, "max": 0.8689393939393939 }, "related_data": {} } } }, { "移动窗口函数": { "children": [ { "指数加权函数": { "data": { "uuid": "python-5-960", "seg": [ [ [ "指数", "加权", "函数" ] ] ], "level": { "min": 0.8689393939393939, "max": 0.8690656565656565 }, "related_data": {} } } }, { "二元移动窗口函数": { "data": { "uuid": "python-5-961", "seg": [ [ [ "窗口", "函数" ] ] ], "level": { "min": 0.8690656565656565, "max": 0.8691919191919192 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_751965_805845@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7398232_53344186@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_973697_1131808@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1094223_1304293@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "82703532@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "用户自定义的移动窗口函数": { "data": { "uuid": "python-5-962", "seg": [ [ [ "用户", "自定义", "窗口", "函数" ] ] ], "level": { "min": 0.8691919191919192, "max": 0.8693181818181818 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1295", "seg": [ [ [ "窗口", "函数" ] ] ], "level": { "min": 0.8689393939393939, "max": 0.8693181818181818 }, "related_data": {} } } } ], "data": { "uuid": "python-3-241", "seg": [ [ [ "时间", "序列", "时间序列" ] ] ], "level": { "min": 0.8674242424242424, "max": 0.8693181818181818 }, "related_data": {} } } }, { "高阶pandas": { "children": [ { "分类数据": { "children": [ { "背景和目标": { "data": { "uuid": "python-5-963", "seg": [ [ [ "背景" ], [ "目标" ] ] ], "level": { "min": 0.8693181818181818, "max": 0.86947601010101 }, "related_data": {} } } }, { "pandas中的Categorical类型": { "data": { "uuid": "python-5-964", "seg": [ [ [ "pandas", "categorical", "类型" ] ] ], "level": { "min": 0.86947601010101, "max": 0.8696338383838383 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7445996_53425041@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_760336_817107@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_696322_579899@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7449123_53429206@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_714700_706783@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_783041_859306@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_367253_392691@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7422210_53379622@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_771986_834964@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7419825_53377843@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_755084_810334@8", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "使用Categorical对象进行计算": { "data": { "uuid": "python-5-965", "seg": [ [ [ "categorical", "对象", "计算" ] ] ], "level": { "min": 0.8696338383838383, "max": 0.8697916666666666 }, "related_data": {} } } }, { "分类方法": { "data": { "uuid": "python-5-966", "seg": [ [ [ "分类", "方法", "分类方法" ] ] ], "level": { "min": 0.8697916666666666, "max": 0.8699494949494949 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7435899_53406896@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_717328_710581@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1296", "seg": [ [ [ "分类", "数据", "分类数据" ] ] ], "level": { "min": 0.8693181818181818, "max": 0.8699494949494949 }, "related_data": {} } } }, { "高阶GroupBy应用": { "children": [ { "分组转换和“展开”GroupBy": { "data": { "uuid": "python-5-967", "seg": [ [ [ "分组", "转换" ], [ "展开", "groupby" ] ] ], "level": { "min": 0.8699494949494949, "max": 0.8702651515151515 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7458929_53443895@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_894818_1032542@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7419176_53376165@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "分组的时间重新采样": { "data": { "uuid": "python-5-968", "seg": [ [ [ "分组", "时间", "采样" ] ] ], "level": { "min": 0.8702651515151515, "max": 0.8705808080808081 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1297", "seg": [ [ [ "高阶", "groupby" ] ] ], "level": { "min": 0.8699494949494949, "max": 0.8705808080808081 }, "related_data": {} } } }, { "方法链技术": { "children": [ { "pipe方法": { "data": { "uuid": "python-5-969", "seg": [ [ [ "pipe", "方法" ] ] ], "level": { "min": 0.8705808080808081, "max": 0.8712121212121212 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_754274_809244@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1298", "seg": [ [ [ "方法", "链", "技术", "方法链", "链技术" ] ] ], "level": { "min": 0.8705808080808081, "max": 0.8712121212121212 }, "related_data": {} } } } ], "data": { "uuid": "python-3-242", "seg": [ [ [ "高阶", "pandas" ] ] ], "level": { "min": 0.8693181818181818, "max": 0.8712121212121212 }, "related_data": {} } } }, { "Python建模库介绍": { "children": [ { "使用Patsy创建模型描述": { "children": [ { "Patsy公式中的数据转换": { "data": { "uuid": "python-5-970", "seg": [ [ [ "patsy", "公式", "数据", "转换" ] ] ], "level": { "min": 0.8712121212121212, "max": 0.8716856060606061 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1299", "seg": [ [ [ "patsy", "创建", "模型", "描述" ] ] ], "level": { "min": 0.8712121212121212, "max": 0.8716856060606061 }, "related_data": {} } } }, { "statsmodels介绍": { "children": [ { "评估线性模型": { "data": { "uuid": "python-5-971", "seg": [ [ [ "评估", "线性", "模型", "线性模型" ] ] ], "level": { "min": 0.8716856060606061, "max": 0.8719223484848484 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7431071_53399566@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "评估时间序列处理": { "data": { "uuid": "python-5-972", "seg": [ [ [ "评估", "时间", "序列", "时间序列" ] ] ], "level": { "min": 0.8719223484848484, "max": 0.8721590909090908 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1300", "seg": [ [ [ "statsmodels", "介绍" ] ] ], "level": { "min": 0.8716856060606061, "max": 0.8721590909090908 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "77959932@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "scikit-learn介绍": { "data": { "uuid": "python-4-1301", "seg": [ [ [ "scikit", "learn", "介绍" ] ] ], "level": { "min": 0.8721590909090908, "max": 0.8726325757575757 }, "related_data": {} } } }, { "继续你的教育": { "data": { "uuid": "python-4-1302", "seg": [ [ [ "教育" ] ] ], "level": { "min": 0.8726325757575757, "max": 0.8731060606060606 }, "related_data": {} } } } ], "data": { "uuid": "python-3-243", "seg": [ [ [ "python", "建模", "库", "介绍", "建模库" ] ] ], "level": { "min": 0.8712121212121212, "max": 0.8731060606060606 }, "related_data": {} } } }, { "数据分析示例": { "children": [ { "从Bitly获取1.USA.gov数据": { "children": [ { "纯Python时区计数": { "data": { "uuid": "python-5-973", "seg": [ [ [ "纯", "python", "时区", "计数", "时区计数" ] ] ], "level": { "min": 0.8731060606060606, "max": 0.8732954545454545 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7444593_53422828@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用pandas进行时区计数": { "data": { "uuid": "python-5-974", "seg": [ [ [ "pandas", "区", "计数", "时区", "区计数" ] ] ], "level": { "min": 0.8732954545454545, "max": 0.8734848484848484 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1303", "seg": [ [ [ "bitly", "获取", "usa", "gov", "数据" ] ] ], "level": { "min": 0.8731060606060606, "max": 0.8734848484848484 }, "related_data": {} } } }, { "MovieLens 1M数据集": { "children": [ { "测量评价分歧": { "data": { "uuid": "python-5-975", "seg": [ [ [ "测量", "评价", "分歧", "评价分歧" ] ] ], "level": { "min": 0.8734848484848484, "max": 0.8738636363636363 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1304", "seg": [ [ [ "movielens", "m", "数据", "集", "数据集" ] ] ], "level": { "min": 0.8734848484848484, "max": 0.8738636363636363 }, "related_data": {} } } }, { "美国1880~2010年的婴儿名字": { "children": [ { "分析名字趋势": { "data": { "uuid": "python-5-976", "seg": [ [ [ "分析", "名字", "趋势", "名字趋势" ] ] ], "level": { "min": 0.8738636363636363, "max": 0.8742424242424243 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1305", "seg": [ [ [ "美国", "婴儿", "名字", "婴儿名字" ] ] ], "level": { "min": 0.8738636363636363, "max": 0.8742424242424243 }, "related_data": {} } } }, { "美国农业部食品数据库": { "data": { "uuid": "python-4-1306", "seg": [ [ [ "美国农业部", "食品", "数据库", "美国农业部食品", "食品数据库" ] ] ], "level": { "min": 0.8742424242424243, "max": 0.8746212121212121 }, "related_data": {} } } }, { "2012年联邦选举委员会数据库": { "children": [ { "按职业和雇主的捐献统计": { "data": { "uuid": "python-5-977", "seg": [ [ [ "职业" ], [ "雇主", "捐献", "统计" ] ] ], "level": { "min": 0.8746212121212121, "max": 0.8747474747474747 }, "related_data": {} } } }, { "捐赠金额分桶": { "data": { "uuid": "python-5-978", "seg": [ [ [ "捐赠", "金额" ] ] ], "level": { "min": 0.8747474747474747, "max": 0.8748737373737374 }, "related_data": {} } } }, { "按州进行捐赠统计": { "data": { "uuid": "python-5-979", "seg": [ [ [ "州", "捐赠", "统计" ] ] ], "level": { "min": 0.8748737373737374, "max": 0.875 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1307", "seg": [ [ [ "联邦", "选举", "委员会", "数据库", "委员会数据库" ] ] ], "level": { "min": 0.8746212121212121, "max": 0.875 }, "related_data": {} } } } ], "data": { "uuid": "python-3-244", "seg": [ [ [ "数据分析", "示例" ] ] ], "level": { "min": 0.8731060606060606, "max": 0.875 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_767470_827181@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7461007_53446104@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "113774790@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113810478@python@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-2-14", "seg": [ [ [ "数据分析" ] ] ], "level": { "min": 0.8333333333333333, "max": 0.875 }, "related_data": {} } } }, { "人工智能": { "children": [ { "机器学习工具包Scikit-learn": { "children": [ { "Scikit-learn概览": { "data": { "uuid": "python-4-1308", "seg": [ [ [ "scikit", "learn", "概览" ] ] ], "level": { "min": 0.875, "max": 0.875462962962963 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7407580_53357824@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441502_53417684@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "100175638@numpy@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45828189@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "23615947@scipy@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "101448969@numpy@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "安装配置": { "data": { "uuid": "python-4-1309", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.875462962962963, "max": 0.8759259259259259 }, "related_data": {} } } }, { "数据集": { "children": [ { "Scikit-learn自带的数据集": { "data": { "uuid": "python-5-980", "seg": [ [ [ "scikit", "learn", "自带", "数据", "集", "数据集" ] ] ], "level": { "min": 0.8759259259259259, "max": 0.8760802469135802 }, "related_data": {} } } }, { "样本生成器": { "data": { "uuid": "python-5-981", "seg": [ [ [ "样本", "生成器" ] ] ], "level": { "min": 0.8760802469135802, "max": 0.8762345679012346 }, "related_data": {} } } }, { "加载其他数据集": { "data": { "uuid": "python-5-982", "seg": [ [ [ "加载", "数据", "集", "数据集" ] ] ], "level": { "min": 0.8762345679012346, "max": 0.8763888888888889 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_779329_847674@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7411430_53362368@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_681170_533280@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7414979_53368138@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7406886_53356555@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "85092092@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7328045@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "41929171@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1310", "seg": [ [ [ "数据", "集", "数据集" ] ] ], "level": { "min": 0.8759259259259259, "max": 0.8763888888888889 }, "related_data": {} } } }, { "数据预处理Preprocessing": { "children": [ { "标准化": { "data": { "uuid": "python-5-983", "seg": [ [ [ "标准化" ] ] ], "level": { "min": 0.8763888888888889, "max": 0.8764660493827161 }, "related_data": {} } } }, { "归一化": { "data": { "uuid": "python-5-984", "seg": [ [ [ "归一化" ] ] ], "level": { "min": 0.8764660493827161, "max": 0.8765432098765432 }, "related_data": {} } } }, { "正则化": { "data": { "uuid": "python-5-985", "seg": [ [ [ "正则", "化", "正则化" ] ] ], "level": { "min": 0.8765432098765432, "max": 0.8766203703703703 }, "related_data": {} } } }, { "离散化": { "data": { "uuid": "python-5-986", "seg": [ [ [ "离散", "化" ] ] ], "level": { "min": 0.8766203703703703, "max": 0.8766975308641975 }, "related_data": {} } } }, { "特征编码": { "data": { "uuid": "python-5-987", "seg": [ [ [ "特征", "编码", "特征编码" ] ] ], "level": { "min": 0.8766975308641975, "max": 0.8767746913580248 }, "related_data": {} } } }, { "缺失值补全": { "data": { "uuid": "python-5-988", "seg": [ [ [ "缺失", "值", "补全" ] ] ], "level": { "min": 0.8767746913580248, "max": 0.8768518518518519 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7461275_53446347@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1311", "seg": [ [ [ "数据", "预处理", "preprocessing" ] ] ], "level": { "min": 0.8763888888888889, "max": 0.8768518518518519 }, "related_data": {} } } }, { "分类Classification": { "children": [ { "K-近邻分类": { "data": { "uuid": "python-5-989", "seg": [ [ [ "k", "近邻", "分类" ] ] ], "level": { "min": 0.8768518518518519, "max": 0.8769179894179895 }, "related_data": {} } } }, { "贝叶斯分类": { "data": { "uuid": "python-5-990", "seg": [ [ [ "贝叶斯", "分类", "贝叶斯分类" ] ] ], "level": { "min": 0.8769179894179895, "max": 0.876984126984127 }, "related_data": {} } } }, { "决策树分类": { "data": { "uuid": "python-5-991", "seg": [ [ [ "决策树", "分类", "决策树分类" ] ] ], "level": { "min": 0.876984126984127, "max": 0.8770502645502646 }, "related_data": {} } } }, { "支持向量机分类": { "data": { "uuid": "python-5-992", "seg": [ [ [ "支持", "向量", "机", "分类", "向量机", "机分类" ] ] ], "level": { "min": 0.8770502645502646, "max": 0.8771164021164021 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7413389_53365545@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "随机森林分类": { "data": { "uuid": "python-5-993", "seg": [ [ [ "随机", "森林", "分类", "随机森林", "森林分类" ] ] ], "level": { "min": 0.8771164021164021, "max": 0.8771825396825397 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_755202_810739@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "集成学习Bagging/Boosting": { "data": { "uuid": "python-5-994", "seg": [ [ [ "集成", "学习", "bagging", "boosting" ] ] ], "level": { "min": 0.8771825396825397, "max": 0.8772486772486772 }, "related_data": {} } } }, { "神经网络模型": { "data": { "uuid": "python-5-995", "seg": [ [ [ "神经网络", "模型", "神经网络模型" ] ] ], "level": { "min": 0.8772486772486772, "max": 0.8773148148148148 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1312", "seg": [ [ [ "分类", "class", "if", "ication" ] ] ], "level": { "min": 0.8768518518518519, "max": 0.8773148148148148 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7614822@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "回归Regression": { "children": [ { "线性回归": { "data": { "uuid": "python-5-996", "seg": [ [ [ "线性", "回归" ] ] ], "level": { "min": 0.8773148148148148, "max": 0.8773809523809524 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7461537_53446955@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_692917_569159@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Lasso回归": { "data": { "uuid": "python-5-997", "seg": [ [ [ "lasso", "回归" ] ] ], "level": { "min": 0.8773809523809524, "max": 0.8774470899470899 }, "related_data": {} } } }, { "支持向量机回归": { "data": { "uuid": "python-5-998", "seg": [ [ [ "支持", "向量", "机", "回归", "向量机" ] ] ], "level": { "min": 0.8774470899470899, "max": 0.8775132275132275 }, "related_data": {} } } }, { "K-近邻回归": { "data": { "uuid": "python-5-999", "seg": [ [ [ "k", "近邻", "回归" ] ] ], "level": { "min": 0.8775132275132275, "max": 0.8775793650793651 }, "related_data": {} } } }, { "决策树回归": { "data": { "uuid": "python-5-1000", "seg": [ [ [ "决策树", "回归" ] ] ], "level": { "min": 0.8775793650793651, "max": 0.8776455026455027 }, "related_data": {} } } }, { "随机森林回归": { "data": { "uuid": "python-5-1001", "seg": [ [ [ "随机", "森林", "回归", "随机森林" ] ] ], "level": { "min": 0.8776455026455027, "max": 0.8777116402116402 }, "related_data": {} } } }, { "逻辑回归": { "data": { "uuid": "python-5-1002", "seg": [ [ [ "逻辑", "回归" ] ] ], "level": { "min": 0.8777116402116402, "max": 0.8777777777777778 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7402087_53349695@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443656_53420844@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7406432_53355990@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1313", "seg": [ [ [ "回归", "regression" ] ] ], "level": { "min": 0.8773148148148148, "max": 0.8777777777777778 }, "related_data": {} } } }, { "聚类Clustering": { "children": [ { "K-Means聚类": { "data": { "uuid": "python-5-1003", "seg": [ [ [ "k", "means", "聚类" ] ] ], "level": { "min": 0.8777777777777778, "max": 0.8778703703703704 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_759772_816179@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "50242867@scipy@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "均值漂移聚类": { "data": { "uuid": "python-5-1004", "seg": [ [ [ "均值", "漂移", "聚类" ] ] ], "level": { "min": 0.8778703703703704, "max": 0.877962962962963 }, "related_data": {} } } }, { "基于密度的空间聚类": { "data": { "uuid": "python-5-1005", "seg": [ [ [ "密度", "空间", "聚类", "空间聚类" ] ] ], "level": { "min": 0.877962962962963, "max": 0.8780555555555556 }, "related_data": {} } } }, { "谱聚类": { "data": { "uuid": "python-5-1006", "seg": [ [ [ "谱", "聚类" ] ] ], "level": { "min": 0.8780555555555556, "max": 0.8781481481481481 }, "related_data": {} } } }, { "层次聚类": { "children": [ { "自下而上的方法": { "data": { "uuid": "python-6-174", "seg": [ [ [ "自下而上", "方法" ] ] ], "level": { "min": 0.8781481481481481, "max": 0.8781712962962963 }, "related_data": {} } } }, { "聚类之间的距离": { "data": { "uuid": "python-6-175", "seg": [ [ [ "聚类", "距离" ] ] ], "level": { "min": 0.8781712962962963, "max": 0.8781944444444445 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7409259_53359956@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426748_53390598@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "自上而下的方法": { "data": { "uuid": "python-6-176", "seg": [ [ [ "自上而下", "方法" ] ] ], "level": { "min": 0.8781944444444445, "max": 0.8782175925925926 }, "related_data": {} } } }, { "图论方法": { "data": { "uuid": "python-6-177", "seg": [ [ [ "图论", "方法", "图论方法" ] ] ], "level": { "min": 0.8782175925925926, "max": 0.8782407407407408 }, "related_data": {} } } } ], "data": { "uuid": "python-5-1007", "seg": [ [ [ "聚类" ] ] ], "level": { "min": 0.8781481481481481, "max": 0.8782407407407408 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1314", "seg": [ [ [ "聚类", "clustering" ] ] ], "level": { "min": 0.8777777777777778, "max": 0.8782407407407408 }, "related_data": {} } } }, { "成分分解与降维": { "children": [ { "主成分分析": { "data": { "uuid": "python-5-1008", "seg": [ [ [ "主", "成分", "分析" ] ] ], "level": { "min": 0.8782407407407408, "max": 0.8783564814814815 }, "related_data": {} } } }, { "因子分析": { "data": { "uuid": "python-5-1009", "seg": [ [ [ "因子分析" ] ] ], "level": { "min": 0.8783564814814815, "max": 0.8784722222222222 }, "related_data": {} } } }, { "截断奇异值分解": { "data": { "uuid": "python-5-1010", "seg": [ [ [ "截断", "奇异", "值", "分解" ] ] ], "level": { "min": 0.8784722222222222, "max": 0.8785879629629629 }, "related_data": {} } } }, { "独立成分分析ICA(Independent Component Analysis)": { "data": { "uuid": "python-5-1011", "seg": [ [ [ "独立", "成分", "分析", "ica", "independent", "component", "analysis" ] ] ], "level": { "min": 0.8785879629629629, "max": 0.8787037037037037 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1315", "seg": [ [ [ "成分", "分解" ], [ "降维" ] ] ], "level": { "min": 0.8782407407407408, "max": 0.8787037037037037 }, "related_data": {} } } }, { "模型评估与参数调优": { "children": [ { "估计器得分": { "data": { "uuid": "python-5-1012", "seg": [ [ [ "估计", "器", "得分" ] ] ], "level": { "min": 0.8787037037037037, "max": 0.8787962962962963 }, "related_data": {} } } }, { "交叉验证": { "data": { "uuid": "python-5-1013", "seg": [ [ [ "交叉", "验证" ] ] ], "level": { "min": 0.8787962962962963, "max": 0.8788888888888888 }, "related_data": {} } } }, { "评价指标": { "data": { "uuid": "python-5-1014", "seg": [ [ [ "评价", "指标", "评价指标" ] ] ], "level": { "min": 0.8788888888888888, "max": 0.8789814814814815 }, "related_data": {} } } }, { "参数调优": { "data": { "uuid": "python-5-1015", "seg": [ [ [ "参数", "调优" ] ] ], "level": { "min": 0.8789814814814815, "max": 0.879074074074074 }, "related_data": {} } } }, { "模型持久化": { "data": { "uuid": "python-5-1016", "seg": [ [ [ "模型", "持久", "化" ] ] ], "level": { "min": 0.879074074074074, "max": 0.8791666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1316", "seg": [ [ [ "模型", "评估" ], [ "参数", "调优" ] ] ], "level": { "min": 0.8787037037037037, "max": 0.8791666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-3-245", "seg": [ [ [ "机器", "学习", "工具包", "scikit", "learn" ] ] ], "level": { "min": 0.875, "max": 0.8791666666666667 }, "related_data": {} } } }, { "深度学习": { "children": [ { "神经网络基础知识": { "children": [ { "人工智能发展历史": { "data": { "uuid": "python-5-1017", "seg": [ [ [ "人工智能", "发展", "历史" ] ] ], "level": { "min": 0.8791666666666667, "max": 0.8792410714285714 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "115862550@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "神经元": { "data": { "uuid": "python-5-1018", "seg": [ [ [ "神经元" ] ] ], "level": { "min": 0.8792410714285714, "max": 0.8793154761904762 }, "related_data": {} } } }, { "BP神经网络": { "data": { "uuid": "python-5-1019", "seg": [ [ [ "bp", "神经网络" ] ] ], "level": { "min": 0.8793154761904762, "max": 0.8793898809523809 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_703262_598031@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426962_53390979@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "梯度下降": { "data": { "uuid": "python-5-1020", "seg": [ [ [ "梯度", "下降" ] ] ], "level": { "min": 0.8793898809523809, "max": 0.8794642857142857 }, "related_data": {} } } }, { "激励函数": { "data": { "uuid": "python-5-1021", "seg": [ [ [ "激励函数" ] ] ], "level": { "min": 0.8794642857142857, "max": 0.8795386904761905 }, "related_data": {} } } }, { "过拟合、欠拟合": { "data": { "uuid": "python-5-1022", "seg": [ [ [ "拟合" ], [ "欠", "拟合" ] ] ], "level": { "min": 0.8795386904761905, "max": 0.8796130952380952 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7418071_53373973@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "优化器Optimizer": { "data": { "uuid": "python-5-1023", "seg": [ [ [ "优化", "器", "optimizer" ] ] ], "level": { "min": 0.8796130952380952, "max": 0.8796875 }, "related_data": {} } } }, { "常用开发工具": { "data": { "uuid": "python-5-1024", "seg": [ [ [ "开发工具" ] ] ], "level": { "min": 0.8796875, "max": 0.8797619047619047 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1036983_1233720@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1317", "seg": [ [ [ "神经网络", "基础知识", "神经网络基础知识" ] ] ], "level": { "min": 0.8791666666666667, "max": 0.8797619047619047 }, "related_data": {} } } }, { "环境配置": { "children": [ { "Windows搭建深度学习环境": { "data": { "uuid": "python-5-1025", "seg": [ [ [ "windows", "搭建", "深度", "学习", "环境" ] ] ], "level": { "min": 0.8797619047619047, "max": 0.8799107142857143 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "104702142@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112249592@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54562333@pip@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Linux搭建深度学习环境": { "data": { "uuid": "python-5-1026", "seg": [ [ [ "linux", "搭建", "深度", "学习", "环境" ] ] ], "level": { "min": 0.8799107142857143, "max": 0.8800595238095238 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "83245680@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82262794@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6067258@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7822802@descriptor@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102837712@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103304250@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "56480295@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "114639985@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117111605@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6579139@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106533581@tensorflow@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110675338@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116760610@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108142140@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106187013@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "MacOS搭建深度学习环境": { "data": { "uuid": "python-5-1027", "seg": [ [ [ "macos", "搭建", "深度", "学习", "环境" ] ] ], "level": { "min": 0.8800595238095238, "max": 0.8802083333333333 }, "related_data": {} } } }, { "CPU/GPU环境搭建": { "data": { "uuid": "python-5-1028", "seg": [ [ [ "cpu", "gpu", "环境", "搭建" ] ] ], "level": { "min": 0.8802083333333333, "max": 0.8803571428571428 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_760087_816637@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_770372_832019@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "111666353@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79314118@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "94615133@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1318", "seg": [ [ [ "环境", "配置" ] ] ], "level": { "min": 0.8797619047619047, "max": 0.8803571428571428 }, "related_data": {} } } }, { "Theano": { "children": [ { "Theano基础知识": { "data": { "uuid": "python-5-1029", "seg": [ [ [ "theano", "基础知识" ] ] ], "level": { "min": 0.8803571428571428, "max": 0.8804421768707483 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_172916_51297@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_357792_375114@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "定义Layer": { "data": { "uuid": "python-5-1030", "seg": [ [ [ "定义", "layer" ] ] ], "level": { "min": 0.8804421768707483, "max": 0.8805272108843537 }, "related_data": {} } } }, { "CNN": { "data": { "uuid": "python-5-1031", "seg": [ [ [ "cnn" ] ] ], "level": { "min": 0.8805272108843537, "max": 0.8806122448979592 }, "related_data": {} } } }, { "RNN(GRU/LSTM)": { "data": { "uuid": "python-5-1032", "seg": [ [ [ "rnn", "gru", "lstm" ] ] ], "level": { "min": 0.8806122448979592, "max": 0.8806972789115646 }, "related_data": {} } } }, { "Autoencoder": { "data": { "uuid": "python-5-1033", "seg": [ [ [ "autoencoder" ] ] ], "level": { "min": 0.8806972789115646, "max": 0.8807823129251701 }, "related_data": {} } } }, { "神经网络参数保存": { "data": { "uuid": "python-5-1034", "seg": [ [ [ "神经网络", "参数", "保存", "神经网络参数" ] ] ], "level": { "min": 0.8807823129251701, "max": 0.8808673469387754 }, "related_data": {} } } }, { "神经网络性能评价": { "data": { "uuid": "python-5-1035", "seg": [ [ [ "神经网络", "性能", "评价", "神经网络性能", "性能评价" ] ] ], "level": { "min": 0.8808673469387754, "max": 0.8809523809523809 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1319", "seg": [ [ [ "theano" ] ] ], "level": { "min": 0.8803571428571428, "max": 0.8809523809523809 }, "related_data": {} } } }, { "TensorFlow": { "children": [ { "TensorFlow基础知识": { "data": { "uuid": "python-5-1036", "seg": [ [ [ "tensorflow", "基础知识" ] ] ], "level": { "min": 0.8809523809523809, "max": 0.8809981684981685 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_686850_549462@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1071605_1273636@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7426038_53388709@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_798076_1027813@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_766817_826343@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "80299610@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109061108@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86609997@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78456279@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "107522740@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54292859@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109147117@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52805444@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84780289@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88606284@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82663394@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52152766@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78670710@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79407750@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "60322258@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79603684@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78782804@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52232266@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "74165062@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80701613@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81386521@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109112356@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109473500@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "64128466@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80438970@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53376802@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79140481@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52218551@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "64128466@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81542863@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "70482498@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "71911133@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51762471@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70538051@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89766368@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "73875108@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52181159@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53103979@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109398776@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109167503@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "60462977@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94319019@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "94319019@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113172455@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82989509@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86523446@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103812433@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80560885@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78160886@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100553689@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103152190@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88338181@virtualenv@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83211860@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109323362@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80703896@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100011823@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82459859@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103605988@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108673510@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80391627@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52759104@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109338078@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78571187@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78422372@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80781611@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109326195@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84103503@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79760616@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79472516@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "71079036@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84970776@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83786113@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88377117@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89070315@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78738664@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53648615@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72782593@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102464603@virtualenv@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117600329@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52677412@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "105900283@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109445301@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88087437@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109458264@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102675487@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81197388@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "73498753@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79560731@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72367937@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51645396@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116020801@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70373098@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "105798140@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106600468@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118301209@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117627410@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103658254@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52793183@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81542667@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103806954@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103552191@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79681080@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81254832@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82112029@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78539464@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84875066@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "101034085@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51387161@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81774580@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89646615@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78609323@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112798943@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81914716@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78821216@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "60116021@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116517033@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "105820181@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80076959@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105927085@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89016510@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116269693@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53174558@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117918648@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103647390@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118894270@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79081499@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86420983@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "98334163@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81050359@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80075293@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79793454@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "97945536@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80615433@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81285952@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113862396@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106144270@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82986900@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113805212@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "69230070@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109181339@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80084984@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105886811@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111505064@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105617280@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108130798@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118636117@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52734387@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84199358@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100031142@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78952087@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82853632@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85015611@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80606407@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109315575@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82773677@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82491617@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84373933@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "94617813@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100523017@scipy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104700834@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113936249@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89608058@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85472808@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107338470@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116971552@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "60765441@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "101307562@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79614862@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80712635@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88780278@tensorflow@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102872658@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80341943@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "101307562@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108702408@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108550960@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81434985@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103765484@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113573114@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89082978@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100536462@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85274581@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108986253@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90031937@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79106198@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89004058@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "105977783@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117390672@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109789132@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103181664@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110490974@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88991529@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "98503069@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100071259@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117884440@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117884440@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117884440@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94426458@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Tensor": { "data": { "uuid": "python-5-1037", "seg": [ [ [ "tensor" ] ] ], "level": { "min": 0.8809981684981685, "max": 0.881043956043956 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "88866039@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103320010@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "95737315@tensorflow@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Session": { "data": { "uuid": "python-5-1038", "seg": [ [ [ "session" ] ] ], "level": { "min": 0.881043956043956, "max": 0.8810897435897436 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "53860379@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102859778@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6590700@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6172893@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "2394@jython@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6433753@descriptor@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "Variable": { "data": { "uuid": "python-5-1039", "seg": [ [ [ "variable" ] ] ], "level": { "min": 0.8810897435897436, "max": 0.8811355311355311 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "81228087@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "96134474@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89577480@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78368924@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Placeholder": { "data": { "uuid": "python-5-1040", "seg": [ [ [ "placeholder" ] ] ], "level": { "min": 0.8811355311355311, "max": 0.8811813186813187 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_665271_482693@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "70243127@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Dropout": { "data": { "uuid": "python-5-1041", "seg": [ [ [ "dropout" ] ] ], "level": { "min": 0.8811813186813187, "max": 0.8812271062271062 }, "related_data": {} } } }, { "Tensorboard": { "data": { "uuid": "python-5-1042", "seg": [ [ [ "tensorboard" ] ] ], "level": { "min": 0.8812271062271062, "max": 0.8812728937728938 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "77935539@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "71327740@tensorflow@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80748068@tensorflow@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81223980@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "62433234@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100665921@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77272559@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "CNN": { "data": { "uuid": "python-5-1043", "seg": [ [ [ "cnn" ] ] ], "level": { "min": 0.8812728937728938, "max": 0.8813186813186813 }, "related_data": {} } } }, { "RNN(GRU/LSTM)": { "data": { "uuid": "python-5-1044", "seg": [ [ [ "rnn", "gru", "lstm" ] ] ], "level": { "min": 0.8813186813186813, "max": 0.8813644688644688 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "81707498@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "56969181@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Autoencoder": { "data": { "uuid": "python-5-1045", "seg": [ [ [ "autoencoder" ] ] ], "level": { "min": 0.8813644688644688, "max": 0.8814102564102564 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "81545079@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "GNN": { "data": { "uuid": "python-5-1046", "seg": [ [ [ "gnn" ] ] ], "level": { "min": 0.8814102564102564, "max": 0.8814560439560439 }, "related_data": {} } } }, { "神经网络参数保存": { "data": { "uuid": "python-5-1047", "seg": [ [ [ "神经网络", "参数", "保存", "神经网络参数" ] ] ], "level": { "min": 0.8814560439560439, "max": 0.8815018315018315 }, "related_data": {} } } }, { "神经网络性能评价": { "data": { "uuid": "python-5-1048", "seg": [ [ [ "神经网络", "性能", "评价", "神经网络性能", "性能评价" ] ] ], "level": { "min": 0.8815018315018315, "max": 0.881547619047619 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1320", "seg": [ [ [ "tensorflow" ] ] ], "level": { "min": 0.8809523809523809, "max": 0.881547619047619 }, "related_data": {} } } }, { "Keras": { "children": [ { "Keras基础语法": { "data": { "uuid": "python-5-1049", "seg": [ [ [ "keras", "基础", "语法", "基础语法" ] ] ], "level": { "min": 0.881547619047619, "max": 0.8815934065934066 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_670424_493006@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_670476_493113@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_345355_349502@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7442239_53419032@8", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "兼容Backend": { "data": { "uuid": "python-5-1050", "seg": [ [ [ "兼容", "backend" ] ] ], "level": { "min": 0.8815934065934066, "max": 0.8816391941391941 }, "related_data": {} } } }, { "函数模型和序列模型": { "data": { "uuid": "python-5-1051", "seg": [ [ [ "函数", "模型", "函数模型" ], [ "序列", "模型", "序列模型" ] ] ], "level": { "min": 0.8816391941391941, "max": 0.8816849816849817 }, "related_data": {} } } }, { "定义Layer": { "data": { "uuid": "python-5-1052", "seg": [ [ [ "定义", "layer" ] ] ], "level": { "min": 0.8816849816849817, "max": 0.8817307692307692 }, "related_data": {} } } }, { "CNN": { "data": { "uuid": "python-5-1053", "seg": [ [ [ "cnn" ] ] ], "level": { "min": 0.8817307692307692, "max": 0.8817765567765568 }, "related_data": {} } } }, { "RNN(GRU/LSTM)": { "data": { "uuid": "python-5-1054", "seg": [ [ [ "rnn", "gru", "lstm" ] ] ], "level": { "min": 0.8817765567765568, "max": 0.8818223443223443 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7447581_53427959@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Autoencoder": { "data": { "uuid": "python-5-1055", "seg": [ [ [ "autoencoder" ] ] ], "level": { "min": 0.8818223443223443, "max": 0.8818681318681318 }, "related_data": {} } } }, { "GNN": { "data": { "uuid": "python-5-1056", "seg": [ [ [ "gnn" ] ] ], "level": { "min": 0.8818681318681318, "max": 0.8819139194139194 }, "related_data": {} } } }, { "迁移学习": { "data": { "uuid": "python-5-1057", "seg": [ [ [ "迁移", "学习" ] ] ], "level": { "min": 0.8819139194139194, "max": 0.8819597069597069 }, "related_data": {} } } }, { "BiLSTM-Attention": { "data": { "uuid": "python-5-1058", "seg": [ [ [ "bilstm", "attention" ] ] ], "level": { "min": 0.8819597069597069, "max": 0.8820054945054945 }, "related_data": {} } } }, { "生成对抗网络GAN": { "data": { "uuid": "python-5-1059", "seg": [ [ [ "生成", "对抗", "网络", "gan" ] ] ], "level": { "min": 0.8820054945054945, "max": 0.882051282051282 }, "related_data": {} } } }, { "神经网络参数保存": { "data": { "uuid": "python-5-1060", "seg": [ [ [ "神经网络", "参数", "保存", "神经网络参数" ] ] ], "level": { "min": 0.882051282051282, "max": 0.8820970695970696 }, "related_data": {} } } }, { "神经网络性能评价": { "data": { "uuid": "python-5-1061", "seg": [ [ [ "神经网络", "性能", "评价", "神经网络性能", "性能评价" ] ] ], "level": { "min": 0.8820970695970696, "max": 0.8821428571428571 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1321", "seg": [ [ [ "keras" ] ] ], "level": { "min": 0.881547619047619, "max": 0.8821428571428571 }, "related_data": {} } } }, { "PyTorch": { "children": [ { "PyTorch基础知识": { "data": { "uuid": "python-5-1062", "seg": [ [ [ "pytorch", "基础知识" ] ] ], "level": { "min": 0.8821428571428571, "max": 0.8821886446886447 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "85099449@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80143212@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87708267@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86510990@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84747670@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103870889@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84668269@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89709116@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85019633@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90417308@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81364487@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103965619@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108188126@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "99963586@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86476010@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82806900@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78821428@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94447302@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80334448@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88717678@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100118353@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88117170@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82752224@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85019768@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84867143@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80189889@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113469568@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "105258389@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111053776@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78768991@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84585998@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90260550@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81158777@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "98068190@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80375874@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102926037@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103099589@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "92399359@pytorch@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83302619@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88974361@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80667335@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81265974@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79016980@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "99843368@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91439924@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89946318@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "96705055@pytorch@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83150963@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84261482@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78882532@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84657975@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104006026@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107241543@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115679916@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107592912@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "73500031@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104361829@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118469225@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86742729@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90342082@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87855342@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82111203@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83958518@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84206410@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "73826562@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86742729@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88283138@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84857220@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86028509@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90718310@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88343924@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72464152@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82186666@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109187061@scipy@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78669051@python@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78674543@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118514709@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83786637@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100176888@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78781201@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104434557@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94750649@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109111065@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113919097@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118942281@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118765044@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118857671@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81744485@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "95192856@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84711978@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88399176@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "96837905@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84726504@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "97001895@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89339790@pytorch@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "110675268@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79601643@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95192856@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83990511@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84523989@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86559432@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79609392@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90033909@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108433291@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "114492726@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103414914@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "96423588@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115768888@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104032429@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115027980@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111500415@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107511465@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107465061@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113081408@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109340530@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "105381089@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108398549@tensorflow@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109825118@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90373471@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81293412@pytorch@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108398549@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105310627@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114363141@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108145046@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118736258@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95918829@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118525079@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114685244@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103537633@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104027656@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107452464@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106959304@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83473943@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83542167@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109995456@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108221129@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80400357@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79019328@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "97756378@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87905208@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84424577@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88878629@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102398227@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88426648@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84113177@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80400357@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88934146@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109598717@pytorch@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81262309@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78874977@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104109369@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107362572@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106106463@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114523587@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81071823@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111387501@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79210525@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105198845@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118579431@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82977170@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95498211@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80100891@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87560640@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109138805@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105727722@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "101102075@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "99688839@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103640129@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108229108@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84103834@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94719553@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108860407@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106214657@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102830613@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104043605@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86626446@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109578614@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108093525@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115559917@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115652113@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117383956@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103925071@tensorflow@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103925071@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82108203@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79474735@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83869605@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80688427@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88139435@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90295508@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88867161@tensorflow@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107463417@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115380982@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109583045@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78845947@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109583045@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82918587@tkinter@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86497684@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80454568@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78919282@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100835528@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "99090247@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108949723@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114690434@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107464724@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84072505@pytorch@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "106209388@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117287432@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79211798@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115392229@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103252069@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83892824@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107120805@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111041382@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107136477@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "99958182@tensorflow@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "99958182@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100829920@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100773473@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103694759@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90550890@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90705328@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117336622@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114211796@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103828931@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117736582@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113383390@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "96856217@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95189376@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83959474@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108917889@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "95165265@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109545468@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113129098@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90551513@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Tensor": { "data": { "uuid": "python-5-1063", "seg": [ [ [ "tensor" ] ] ], "level": { "min": 0.8821886446886447, "max": 0.8822344322344322 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "89763168@pytorch@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89010672@pytorch@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "95665418@pytorch@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "101649012@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88972717@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81667211@pytorch@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81840120@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Variable": { "data": { "uuid": "python-5-1064", "seg": [ [ [ "variable" ] ] ], "level": { "min": 0.8822344322344322, "max": 0.8822802197802198 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "89393332@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115359866@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "定义Layer": { "data": { "uuid": "python-5-1065", "seg": [ [ [ "定义", "layer" ] ] ], "level": { "min": 0.8822802197802198, "max": 0.8823260073260073 }, "related_data": {} } } }, { "可视化": { "data": { "uuid": "python-5-1066", "seg": [ [ [ "可视化" ] ] ], "level": { "min": 0.8823260073260073, "max": 0.8823717948717948 }, "related_data": {} } } }, { "CNN(TextCNN)": { "data": { "uuid": "python-5-1067", "seg": [ [ [ "cnn", "textcnn" ] ] ], "level": { "min": 0.8823717948717948, "max": 0.8824175824175824 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "89114502@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91996066@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90722261@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "97915035@pytorch@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78574879@pytorch@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89890330@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81265220@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107452153@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81268222@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88634197@pytorch@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89954740@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "RNN(GRU/LSTM)": { "data": { "uuid": "python-5-1068", "seg": [ [ [ "rnn", "gru", "lstm" ] ] ], "level": { "min": 0.8824175824175824, "max": 0.8824633699633699 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "90675276@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89814697@pytorch@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85139058@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Autoencoder": { "data": { "uuid": "python-5-1069", "seg": [ [ [ "autoencoder" ] ] ], "level": { "min": 0.8824633699633699, "max": 0.8825091575091575 }, "related_data": {} } } }, { "GNN/GCN": { "data": { "uuid": "python-5-1070", "seg": [ [ [ "gnn", "gcn" ] ] ], "level": { "min": 0.8825091575091575, "max": 0.882554945054945 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "116430387@pytorch@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "迁移学习": { "data": { "uuid": "python-5-1071", "seg": [ [ [ "迁移", "学习" ] ] ], "level": { "min": 0.882554945054945, "max": 0.8826007326007326 }, "related_data": {} } } }, { "生成对抗网络GAN": { "data": { "uuid": "python-5-1072", "seg": [ [ [ "生成", "对抗", "网络", "gan" ] ] ], "level": { "min": 0.8826007326007326, "max": 0.8826465201465201 }, "related_data": {} } } }, { "神经网络参数保存": { "data": { "uuid": "python-5-1073", "seg": [ [ [ "神经网络", "参数", "保存", "神经网络参数" ] ] ], "level": { "min": 0.8826465201465201, "max": 0.8826923076923077 }, "related_data": {} } } }, { "神经网络性能评价": { "data": { "uuid": "python-5-1074", "seg": [ [ [ "神经网络", "性能", "评价", "神经网络性能", "性能评价" ] ] ], "level": { "min": 0.8826923076923077, "max": 0.8827380952380952 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1322", "seg": [ [ [ "pytorch" ] ] ], "level": { "min": 0.8821428571428571, "max": 0.8827380952380952 }, "related_data": {} } } }, { "强化学习": { "children": [ { "强化学习概念": { "data": { "uuid": "python-5-1075", "seg": [ [ [ "强化", "学习", "概念" ] ] ], "level": { "min": 0.8827380952380952, "max": 0.8828373015873016 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_668876_489642@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7409408_53359833@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_698520_585596@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7432423_53401546@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1101805_1316392@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7465035_53451747@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7458904_53443682@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7453806_53436503@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1100646_1315443@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7464777_53451335@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7443794_53421085@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_770392_833731@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1090475_1297345@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_710346_668372@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7413993_53366303@8", "cluster_num": 0 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "47107019@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86527317@python@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "45096185@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110152715@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95892118@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "45152131@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45146535@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102802719@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88079011@python@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "71261676@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45165939@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45098695@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116308939@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "45166271@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45147005@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45148717@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117200385@python@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117472629@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117068059@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "45150569@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118966334@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88405151@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116424778@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117458985@python@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "Q-Learning": { "data": { "uuid": "python-5-1076", "seg": [ [ [ "q", "learning" ] ] ], "level": { "min": 0.8828373015873016, "max": 0.8829365079365079 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7424857_53386093@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "5578880@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "93302495@scipy@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Sarsa": { "data": { "uuid": "python-5-1077", "seg": [ [ [ "sarsa" ] ] ], "level": { "min": 0.8829365079365079, "max": 0.8830357142857143 }, "related_data": {} } } }, { "DQN(Deep Q Network)": { "data": { "uuid": "python-5-1078", "seg": [ [ [ "dqn", "deep", "q", "network" ] ] ], "level": { "min": 0.8830357142857143, "max": 0.8831349206349206 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_698492_585767@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7698813@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7025033@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Policy Gradients": { "data": { "uuid": "python-5-1079", "seg": [ [ [ "policy", "gradients" ] ] ], "level": { "min": 0.8831349206349206, "max": 0.883234126984127 }, "related_data": {} } } }, { "Actor Critic": { "data": { "uuid": "python-5-1080", "seg": [ [ [ "actor", "critic" ] ] ], "level": { "min": 0.883234126984127, "max": 0.8833333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1323", "seg": [ [ [ "强化", "学习" ] ] ], "level": { "min": 0.8827380952380952, "max": 0.8833333333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7433033_53402822@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-246", "seg": [ [ [ "深度", "学习" ] ] ], "level": { "min": 0.8791666666666667, "max": 0.8833333333333333 }, "related_data": {} } } }, { "计算机视觉": { "children": [ { "数字图像处理基础": { "children": [ { "数字图像处理": { "data": { "uuid": "python-5-1081", "seg": [ [ [ "数字图像处理" ] ] ], "level": { "min": 0.8833333333333333, "max": 0.8833733974358974 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1077769_1282167@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "图像三要素": { "data": { "uuid": "python-5-1082", "seg": [ [ [ "图像", "三要素" ] ] ], "level": { "min": 0.8833733974358974, "max": 0.8834134615384615 }, "related_data": {} } } }, { "像素及图像类型": { "data": { "uuid": "python-5-1083", "seg": [ [ [ "像素" ], [ "图像", "类型", "图像类型" ] ] ], "level": { "min": 0.8834134615384615, "max": 0.8834535256410256 }, "related_data": {} } } }, { "图像信号数字转换": { "data": { "uuid": "python-5-1084", "seg": [ [ [ "图像", "信号", "数字", "转换", "图像信号", "信号数字" ] ] ], "level": { "min": 0.8834535256410256, "max": 0.8834935897435897 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1324", "seg": [ [ [ "数字图像处理", "基础" ] ] ], "level": { "min": 0.8833333333333333, "max": 0.8834935897435897 }, "related_data": {} } } }, { "OpenCV基础": { "children": [ { "安装配置": { "data": { "uuid": "python-5-1085", "seg": [ [ [ "安装", "配置" ] ] ], "level": { "min": 0.8834935897435897, "max": 0.8835470085470085 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "108889749@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "OpenCV基础语法": { "data": { "uuid": "python-5-1086", "seg": [ [ [ "opencv", "基础", "语法", "基础语法" ] ] ], "level": { "min": 0.8835470085470085, "max": 0.8836004273504273 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7399576_53346884@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1064141_1262348@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427454_53392016@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1067665_1268345@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_702166_592717@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7416441_53370527@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1087249_1295101@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444846_53423389@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_689196_556844@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_345984_350924@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7445138_53423801@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7417161_53371961@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1057900_1255104@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_773934_838190@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_763923_925281@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444954_53423529@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7442770_53419725@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1061885_1259714@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "78586724@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107545960@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116863387@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82709317@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100110495@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81134268@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116903580@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79733208@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89440964@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118463344@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103310666@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109890766@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115421584@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112209719@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7029699@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102611867@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82829979@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109634133@python@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "7453987@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111239805@python@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80394101@pip@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6901762@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103334960@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "75883535@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117842977@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "91347164@python@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78387573@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116792540@python@python", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "几何图形绘制": { "data": { "uuid": "python-5-1087", "seg": [ [ [ "几何图形", "绘制" ] ] ], "level": { "min": 0.8836004273504273, "max": 0.8836538461538461 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1325", "seg": [ [ [ "opencv", "基础" ] ] ], "level": { "min": 0.8834935897435897, "max": 0.8836538461538461 }, "related_data": {} } } }, { "图像处理入门": { "children": [ { "读取显示图像": { "data": { "uuid": "python-5-1088", "seg": [ [ [ "读取", "显示", "图像" ] ] ], "level": { "min": 0.8836538461538461, "max": 0.8836939102564102 }, "related_data": {} } } }, { "读取修改像素": { "data": { "uuid": "python-5-1089", "seg": [ [ [ "读取", "修改", "像素" ] ] ], "level": { "min": 0.8836939102564102, "max": 0.8837339743589743 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7438792_53412229@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "创建复制保存图像": { "data": { "uuid": "python-5-1090", "seg": [ [ [ "创建", "复制", "保存", "图像" ] ] ], "level": { "min": 0.8837339743589743, "max": 0.8837740384615385 }, "related_data": {} } } }, { "获取图像属性及通道": { "data": { "uuid": "python-5-1091", "seg": [ [ [ "获取", "图像", "属性", "图像属性" ], [ "通道" ] ] ], "level": { "min": 0.8837740384615385, "max": 0.8838141025641025 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1326", "seg": [ [ [ "图像处理", "入门", "图像处理入门" ] ] ], "level": { "min": 0.8836538461538461, "max": 0.8838141025641025 }, "related_data": {} } } }, { "图像算数与逻辑运算": { "children": [ { "图像加法运算": { "data": { "uuid": "python-5-1092", "seg": [ [ [ "图像", "加法", "运算" ] ] ], "level": { "min": 0.8838141025641025, "max": 0.8838408119658119 }, "related_data": {} } } }, { "图像减法运算": { "data": { "uuid": "python-5-1093", "seg": [ [ [ "图像", "减法", "运算" ] ] ], "level": { "min": 0.8838408119658119, "max": 0.8838675213675213 }, "related_data": {} } } }, { "图像与运算": { "data": { "uuid": "python-5-1094", "seg": [ [ [ "图像" ], [ "运算" ] ] ], "level": { "min": 0.8838675213675213, "max": 0.8838942307692308 }, "related_data": {} } } }, { "图像或运算": { "data": { "uuid": "python-5-1095", "seg": [ [ [ "图像", "运算" ] ] ], "level": { "min": 0.8838942307692308, "max": 0.8839209401709401 }, "related_data": {} } } }, { "图像异或运算": { "data": { "uuid": "python-5-1096", "seg": [ [ [ "图像", "异或", "运算", "异或运算" ] ] ], "level": { "min": 0.8839209401709401, "max": 0.8839476495726495 }, "related_data": {} } } }, { "图像非运算": { "data": { "uuid": "python-5-1097", "seg": [ [ [ "图像", "运算", "非运算" ] ] ], "level": { "min": 0.8839476495726495, "max": 0.8839743589743589 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1327", "seg": [ [ [ "图像", "算数", "图像算数" ], [ "逻辑运算" ] ] ], "level": { "min": 0.8838141025641025, "max": 0.8839743589743589 }, "related_data": {} } } }, { "图像几何变换": { "children": [ { "平移变换": { "data": { "uuid": "python-5-1098", "seg": [ [ [ "平移变换" ] ] ], "level": { "min": 0.8839743589743589, "max": 0.8840010683760684 }, "related_data": {} } } }, { "缩放变换": { "data": { "uuid": "python-5-1099", "seg": [ [ [ "缩放", "变换" ] ] ], "level": { "min": 0.8840010683760684, "max": 0.8840277777777777 }, "related_data": {} } } }, { "旋转变换": { "data": { "uuid": "python-5-1100", "seg": [ [ [ "旋转变换" ] ] ], "level": { "min": 0.8840277777777777, "max": 0.8840544871794871 }, "related_data": {} } } }, { "镜像变换": { "data": { "uuid": "python-5-1101", "seg": [ [ [ "镜像", "变换" ] ] ], "level": { "min": 0.8840544871794871, "max": 0.8840811965811965 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7402039_53349594@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "仿射变换": { "data": { "uuid": "python-5-1102", "seg": [ [ [ "仿射变换" ] ] ], "level": { "min": 0.8840811965811965, "max": 0.884107905982906 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_765006_823866@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "透视变换": { "data": { "uuid": "python-5-1103", "seg": [ [ [ "透视", "变换" ] ] ], "level": { "min": 0.884107905982906, "max": 0.8841346153846154 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7428101_53393422@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1328", "seg": [ [ [ "图像", "几何变换" ] ] ], "level": { "min": 0.8839743589743589, "max": 0.8841346153846154 }, "related_data": {} } } }, { "图像量化与采样": { "children": [ { "图像量化处理": { "data": { "uuid": "python-5-1104", "seg": [ [ [ "图像", "量化" ] ] ], "level": { "min": 0.8841346153846154, "max": 0.8841746794871794 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_4646124_29329806@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "图像采样处理": { "data": { "uuid": "python-5-1105", "seg": [ [ [ "图像", "采样" ] ] ], "level": { "min": 0.8841746794871794, "max": 0.8842147435897436 }, "related_data": {} } } }, { "图像金字塔": { "data": { "uuid": "python-5-1106", "seg": [ [ [ "图像", "金字塔", "图像金字塔" ] ] ], "level": { "min": 0.8842147435897436, "max": 0.8842548076923077 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7416676_53371092@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "局部马赛克处理": { "data": { "uuid": "python-5-1107", "seg": [ [ [ "局部", "马赛克", "局部马赛克" ] ] ], "level": { "min": 0.8842548076923077, "max": 0.8842948717948718 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1329", "seg": [ [ [ "图像", "量化" ], [ "采样" ] ] ], "level": { "min": 0.8841346153846154, "max": 0.8842948717948718 }, "related_data": {} } } }, { "直方图统计": { "children": [ { "直方图概述": { "data": { "uuid": "python-5-1108", "seg": [ [ [ "直方图", "概述" ] ] ], "level": { "min": 0.8842948717948718, "max": 0.8843269230769231 }, "related_data": {} } } }, { "直方图绘制": { "data": { "uuid": "python-5-1109", "seg": [ [ [ "直方图", "绘制", "直方图绘制" ] ] ], "level": { "min": 0.8843269230769231, "max": 0.8843589743589744 }, "related_data": {} } } }, { "掩膜直方图": { "data": { "uuid": "python-5-1110", "seg": [ [ [ "掩膜", "直方图", "掩膜直方图" ] ] ], "level": { "min": 0.8843589743589744, "max": 0.8843910256410256 }, "related_data": {} } } }, { "H-S直方图": { "data": { "uuid": "python-5-1111", "seg": [ [ [ "h", "s", "直方图" ] ] ], "level": { "min": 0.8843910256410256, "max": 0.8844230769230769 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1094344_1304571@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "直方图对比": { "data": { "uuid": "python-5-1112", "seg": [ [ [ "直方图" ] ] ], "level": { "min": 0.8844230769230769, "max": 0.8844551282051282 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1330", "seg": [ [ [ "直方图", "统计" ] ] ], "level": { "min": 0.8842948717948718, "max": 0.8844551282051282 }, "related_data": {} } } }, { "图像增强": { "children": [ { "图像增强": { "data": { "uuid": "python-5-1113", "seg": [ [ [ "图像增强" ] ] ], "level": { "min": 0.8844551282051282, "max": 0.8844871794871795 }, "related_data": {} } } }, { "直方图均衡化": { "data": { "uuid": "python-5-1114", "seg": [ [ [ "直方图", "均衡化", "直方图均衡化" ] ] ], "level": { "min": 0.8844871794871795, "max": 0.8845192307692308 }, "related_data": {} } } }, { "局部直方图均衡化": { "data": { "uuid": "python-5-1115", "seg": [ [ [ "局部", "直方图", "均衡化", "局部直方图", "直方图均衡化" ] ] ], "level": { "min": 0.8845192307692308, "max": 0.884551282051282 }, "related_data": {} } } }, { "自动色彩均衡化": { "data": { "uuid": "python-5-1116", "seg": [ [ [ "自动", "色彩", "均衡化", "色彩均衡化" ] ] ], "level": { "min": 0.884551282051282, "max": 0.8845833333333333 }, "related_data": {} } } }, { "图像去雾": { "data": { "uuid": "python-5-1117", "seg": [ [ [ "图像", "雾" ] ] ], "level": { "min": 0.8845833333333333, "max": 0.8846153846153846 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1331", "seg": [ [ [ "图像增强" ] ] ], "level": { "min": 0.8844551282051282, "max": 0.8846153846153846 }, "related_data": {} } } }, { "图像平滑": { "children": [ { "图像平滑概述": { "data": { "uuid": "python-5-1118", "seg": [ [ [ "图像", "平滑", "概述" ] ] ], "level": { "min": 0.8846153846153846, "max": 0.884642094017094 }, "related_data": {} } } }, { "均值滤波": { "data": { "uuid": "python-5-1119", "seg": [ [ [ "均值", "滤波", "均值滤波" ] ] ], "level": { "min": 0.884642094017094, "max": 0.8846688034188034 }, "related_data": {} } } }, { "方框滤波": { "data": { "uuid": "python-5-1120", "seg": [ [ [ "方框", "滤波", "方框滤波" ] ] ], "level": { "min": 0.8846688034188034, "max": 0.8846955128205127 }, "related_data": {} } } }, { "高斯滤波": { "data": { "uuid": "python-5-1121", "seg": [ [ [ "高斯", "滤波", "高斯滤波" ] ] ], "level": { "min": 0.8846955128205127, "max": 0.8847222222222222 }, "related_data": {} } } }, { "中值滤波": { "data": { "uuid": "python-5-1122", "seg": [ [ [ "值", "滤波", "值滤波" ] ] ], "level": { "min": 0.8847222222222222, "max": 0.8847489316239316 }, "related_data": {} } } }, { "双边滤波": { "data": { "uuid": "python-5-1123", "seg": [ [ [ "双边", "滤波", "双边滤波" ] ] ], "level": { "min": 0.8847489316239316, "max": 0.884775641025641 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1332", "seg": [ [ [ "图像", "平滑" ] ] ], "level": { "min": 0.8846153846153846, "max": 0.884775641025641 }, "related_data": {} } } }, { "图像锐化及边缘检测": { "children": [ { "一阶微分算法、二阶微分算子": { "data": { "uuid": "python-5-1124", "seg": [ [ [ "阶", "微分", "算法", "阶微分", "微分算法" ], [ "二阶", "微分", "算子", "二阶微分", "微分算子" ] ] ], "level": { "min": 0.884775641025641, "max": 0.8847956730769231 }, "related_data": {} } } }, { "Roberts算子": { "data": { "uuid": "python-5-1125", "seg": [ [ [ "roberts", "算子" ] ] ], "level": { "min": 0.8847956730769231, "max": 0.8848157051282051 }, "related_data": {} } } }, { "Prewitt算子": { "data": { "uuid": "python-5-1126", "seg": [ [ [ "prewitt", "算子" ] ] ], "level": { "min": 0.8848157051282051, "max": 0.8848357371794872 }, "related_data": {} } } }, { "Sobel算子": { "data": { "uuid": "python-5-1127", "seg": [ [ [ "sobel", "算子" ] ] ], "level": { "min": 0.8848357371794872, "max": 0.8848557692307693 }, "related_data": {} } } }, { "Laplacian算子": { "data": { "uuid": "python-5-1128", "seg": [ [ [ "laplacian", "算子" ] ] ], "level": { "min": 0.8848557692307693, "max": 0.8848758012820512 }, "related_data": {} } } }, { "Scharr算子": { "data": { "uuid": "python-5-1129", "seg": [ [ [ "scharr", "算子" ] ] ], "level": { "min": 0.8848758012820512, "max": 0.8848958333333333 }, "related_data": {} } } }, { "Canny算子": { "data": { "uuid": "python-5-1130", "seg": [ [ [ "canny", "算子" ] ] ], "level": { "min": 0.8848958333333333, "max": 0.8849158653846153 }, "related_data": {} } } }, { "LOG算子": { "data": { "uuid": "python-5-1131", "seg": [ [ [ "log", "算子" ] ] ], "level": { "min": 0.8849158653846153, "max": 0.8849358974358974 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_756835_812017@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_754358_809793@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1052443_1250014@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1333", "seg": [ [ [ "图像", "锐化" ], [ "边缘", "检测" ] ] ], "level": { "min": 0.884775641025641, "max": 0.8849358974358974 }, "related_data": {} } } }, { "图像形态学处理": { "children": [ { "图像腐蚀": { "data": { "uuid": "python-5-1132", "seg": [ [ [ "图像", "腐蚀" ] ] ], "level": { "min": 0.8849358974358974, "max": 0.8849587912087912 }, "related_data": {} } } }, { "图像膨胀": { "data": { "uuid": "python-5-1133", "seg": [ [ [ "图像", "膨胀" ] ] ], "level": { "min": 0.8849587912087912, "max": 0.884981684981685 }, "related_data": {} } } }, { "图像开运算": { "data": { "uuid": "python-5-1134", "seg": [ [ [ "图像", "开", "运算" ] ] ], "level": { "min": 0.884981684981685, "max": 0.8850045787545787 }, "related_data": {} } } }, { "图像闭运算": { "data": { "uuid": "python-5-1135", "seg": [ [ [ "图像", "闭", "运算" ] ] ], "level": { "min": 0.8850045787545787, "max": 0.8850274725274725 }, "related_data": {} } } }, { "图像梯度运算": { "data": { "uuid": "python-5-1136", "seg": [ [ [ "图像", "梯度", "运算", "图像梯度" ] ] ], "level": { "min": 0.8850274725274725, "max": 0.8850503663003663 }, "related_data": {} } } }, { "图像顶帽运算": { "data": { "uuid": "python-5-1137", "seg": [ [ [ "图像", "顶帽", "运算", "图像顶帽" ] ] ], "level": { "min": 0.8850503663003663, "max": 0.88507326007326 }, "related_data": {} } } }, { "图像底帽运算": { "data": { "uuid": "python-5-1138", "seg": [ [ [ "图像", "底帽", "运算", "图像底帽" ] ] ], "level": { "min": 0.88507326007326, "max": 0.8850961538461538 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1334", "seg": [ [ [ "图像", "形态学", "图像形态学" ] ] ], "level": { "min": 0.8849358974358974, "max": 0.8850961538461538 }, "related_data": {} } } }, { "图像分割": { "children": [ { "基于阈值的图像分割": { "data": { "uuid": "python-5-1139", "seg": [ [ [ "阈值", "图像", "分割" ] ] ], "level": { "min": 0.8850961538461538, "max": 0.8851161858974359 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1066514_1266204@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7443882_53422124@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444510_53422654@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7439000_53412555@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "基于边缘检测的图像分割": { "data": { "uuid": "python-5-1140", "seg": [ [ [ "边缘", "检测", "图像", "分割" ] ] ], "level": { "min": 0.8851161858974359, "max": 0.8851362179487179 }, "related_data": {} } } }, { "基于纹理背景的图像分割": { "data": { "uuid": "python-5-1141", "seg": [ [ [ "纹理", "背景", "图像", "分割", "纹理背景" ] ] ], "level": { "min": 0.8851362179487179, "max": 0.88515625 }, "related_data": {} } } }, { "基于K-Means聚类的区域分割": { "data": { "uuid": "python-5-1142", "seg": [ [ [ "k", "means", "聚类", "区域分割" ] ] ], "level": { "min": 0.88515625, "max": 0.8851762820512821 }, "related_data": {} } } }, { "基于均值漂移算法的图像分割": { "data": { "uuid": "python-5-1143", "seg": [ [ [ "均值", "漂移", "算法", "图像", "分割" ] ] ], "level": { "min": 0.8851762820512821, "max": 0.885196314102564 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_774401_838444@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "基于分水岭算法的图像分割": { "data": { "uuid": "python-5-1144", "seg": [ [ [ "分水岭", "算法", "图像", "分割", "分水岭算法" ] ] ], "level": { "min": 0.885196314102564, "max": 0.8852163461538461 }, "related_data": {} } } }, { "图像漫水填充分割": { "data": { "uuid": "python-5-1145", "seg": [ [ [ "图像", "漫水", "填充", "分割", "图像漫水" ] ] ], "level": { "min": 0.8852163461538461, "max": 0.8852363782051281 }, "related_data": {} } } }, { "文字区域分割及定位": { "data": { "uuid": "python-5-1146", "seg": [ [ [ "文字", "区域分割", "文字区域分割" ], [ "定位" ] ] ], "level": { "min": 0.8852363782051281, "max": 0.8852564102564102 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1335", "seg": [ [ [ "图像", "分割" ] ] ], "level": { "min": 0.8850961538461538, "max": 0.8852564102564102 }, "related_data": {} } } }, { "傅里叶变换": { "children": [ { "傅里叶变换": { "data": { "uuid": "python-5-1147", "seg": [ [ [ "傅里叶", "变换" ] ] ], "level": { "min": 0.8852564102564102, "max": 0.8852964743589743 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1079568_1284274@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_178178_63074@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "傅里叶逆变换": { "data": { "uuid": "python-5-1148", "seg": [ [ [ "傅里叶", "逆变换" ] ] ], "level": { "min": 0.8852964743589743, "max": 0.8853365384615384 }, "related_data": {} } } }, { "高通滤波器": { "data": { "uuid": "python-5-1149", "seg": [ [ [ "高通", "滤波器", "高通滤波器" ] ] ], "level": { "min": 0.8853365384615384, "max": 0.8853766025641026 }, "related_data": {} } } }, { "低通滤波器": { "data": { "uuid": "python-5-1150", "seg": [ [ [ "低通滤波器" ] ] ], "level": { "min": 0.8853766025641026, "max": 0.8854166666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1336", "seg": [ [ [ "傅里叶", "变换" ] ] ], "level": { "min": 0.8852564102564102, "max": 0.8854166666666666 }, "related_data": {} } } }, { "霍夫变换": { "children": [ { "霍夫变换": { "data": { "uuid": "python-5-1151", "seg": [ [ [ "霍夫", "变换" ] ] ], "level": { "min": 0.8854166666666666, "max": 0.8854700854700854 }, "related_data": {} } } }, { "霍夫线变换": { "data": { "uuid": "python-5-1152", "seg": [ [ [ "霍夫线", "变换" ] ] ], "level": { "min": 0.8854700854700854, "max": 0.8855235042735042 }, "related_data": {} } } }, { "霍夫圆变换": { "data": { "uuid": "python-5-1153", "seg": [ [ [ "霍夫圆", "变换" ] ] ], "level": { "min": 0.8855235042735042, "max": 0.885576923076923 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1337", "seg": [ [ [ "霍夫", "变换" ] ] ], "level": { "min": 0.8854166666666666, "max": 0.885576923076923 }, "related_data": {} } } }, { "图像特效处理": { "children": [ { "图像毛玻璃特效": { "data": { "uuid": "python-5-1154", "seg": [ [ [ "图像", "毛玻璃", "特效", "图像毛玻璃" ] ] ], "level": { "min": 0.885576923076923, "max": 0.8855969551282051 }, "related_data": {} } } }, { "图像浮雕特效": { "data": { "uuid": "python-5-1155", "seg": [ [ [ "图像", "浮雕", "特效", "图像浮雕" ] ] ], "level": { "min": 0.8855969551282051, "max": 0.8856169871794871 }, "related_data": {} } } }, { "图像素描特效": { "data": { "uuid": "python-5-1156", "seg": [ [ [ "图像", "素描", "特效", "图像素描" ] ] ], "level": { "min": 0.8856169871794871, "max": 0.8856370192307692 }, "related_data": {} } } }, { "图像怀旧特效": { "data": { "uuid": "python-5-1157", "seg": [ [ [ "图像", "怀旧", "特效" ] ] ], "level": { "min": 0.8856370192307692, "max": 0.8856570512820512 }, "related_data": {} } } }, { "图像流年特效": { "data": { "uuid": "python-5-1158", "seg": [ [ [ "图像", "流年", "特效", "图像流年" ] ] ], "level": { "min": 0.8856570512820512, "max": 0.8856770833333333 }, "related_data": {} } } }, { "图像滤镜特效": { "data": { "uuid": "python-5-1159", "seg": [ [ [ "图像", "滤镜", "特效", "图像滤镜" ] ] ], "level": { "min": 0.8856770833333333, "max": 0.8856971153846154 }, "related_data": {} } } }, { "图像水波特效": { "data": { "uuid": "python-5-1160", "seg": [ [ [ "图像", "水波", "特效", "图像水波" ] ] ], "level": { "min": 0.8856971153846154, "max": 0.8857171474358974 }, "related_data": {} } } }, { "图像卡通特效": { "data": { "uuid": "python-5-1161", "seg": [ [ [ "图像", "卡通", "特效", "图像卡通" ] ] ], "level": { "min": 0.8857171474358974, "max": 0.8857371794871794 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1338", "seg": [ [ [ "图像", "特效" ] ] ], "level": { "min": 0.885576923076923, "max": 0.8857371794871794 }, "related_data": {} } } }, { "图像分类": { "children": [ { "图像分类概述": { "data": { "uuid": "python-5-1162", "seg": [ [ [ "图像", "分类", "概述", "图像分类" ] ] ], "level": { "min": 0.8857371794871794, "max": 0.8857600732600732 }, "related_data": {} } } }, { "基于机器学习的图像分类": { "data": { "uuid": "python-5-1163", "seg": [ [ [ "机器", "学习", "图像", "分类", "图像分类" ] ] ], "level": { "min": 0.8857600732600732, "max": 0.885782967032967 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_728763_740619@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "82713047@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "基于深度学习的图像分类": { "data": { "uuid": "python-5-1164", "seg": [ [ [ "深度", "学习", "图像", "分类", "图像分类" ] ] ], "level": { "min": 0.885782967032967, "max": 0.8858058608058608 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_789542_875086@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_783782_952834@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "111556622@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103482003@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103482003@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "LeNet": { "data": { "uuid": "python-5-1165", "seg": [ [ [ "lenet" ] ] ], "level": { "min": 0.8858058608058608, "max": 0.8858287545787545 }, "related_data": {} } } }, { "VGG": { "data": { "uuid": "python-5-1166", "seg": [ [ [ "vgg" ] ] ], "level": { "min": 0.8858287545787545, "max": 0.8858516483516483 }, "related_data": {} } } }, { "AlexNet": { "data": { "uuid": "python-5-1167", "seg": [ [ [ "alexnet" ] ] ], "level": { "min": 0.8858516483516483, "max": 0.8858745421245421 }, "related_data": {} } } }, { "ResNet": { "data": { "uuid": "python-5-1168", "seg": [ [ [ "resnet" ] ] ], "level": { "min": 0.8858745421245421, "max": 0.8858974358974359 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7420678_53378824@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1339", "seg": [ [ [ "图像", "分类", "图像分类" ] ] ], "level": { "min": 0.8857371794871794, "max": 0.8858974358974359 }, "related_data": {} } } }, { "人脸识别": { "data": { "uuid": "python-4-1340", "seg": [ [ [ "人脸识别" ] ] ], "level": { "min": 0.8858974358974359, "max": 0.8860576923076923 }, "related_data": {} } } }, { "目标检测": { "children": [ { "目标检测概述": { "data": { "uuid": "python-5-1169", "seg": [ [ [ "目标", "检测", "概述" ] ] ], "level": { "min": 0.8860576923076923, "max": 0.886080586080586 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_748430_800396@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7397574_53343850@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7436818_53408967@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "107302710@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7929348@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "RCNN": { "data": { "uuid": "python-5-1170", "seg": [ [ [ "rcnn" ] ] ], "level": { "min": 0.886080586080586, "max": 0.8861034798534798 }, "related_data": {} } } }, { "Fast-RCNN": { "data": { "uuid": "python-5-1171", "seg": [ [ [ "fast", "rcnn" ] ] ], "level": { "min": 0.8861034798534798, "max": 0.8861263736263736 }, "related_data": {} } } }, { "SPPNet": { "data": { "uuid": "python-5-1172", "seg": [ [ [ "sppnet" ] ] ], "level": { "min": 0.8861263736263736, "max": 0.8861492673992674 }, "related_data": {} } } }, { "Mask-RCNN": { "data": { "uuid": "python-5-1173", "seg": [ [ [ "mask", "rcnn" ] ] ], "level": { "min": 0.8861492673992674, "max": 0.8861721611721611 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1058702_1256112@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1065083_1264127@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "SSD": { "data": { "uuid": "python-5-1174", "seg": [ [ [ "ssd" ] ] ], "level": { "min": 0.8861721611721611, "max": 0.8861950549450549 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "107289289@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "YOLO系列算法": { "data": { "uuid": "python-5-1175", "seg": [ [ [ "yolo", "系列", "算法" ] ] ], "level": { "min": 0.8861950549450549, "max": 0.8862179487179487 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_754662_809846@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1341", "seg": [ [ [ "目标", "检测" ] ] ], "level": { "min": 0.8860576923076923, "max": 0.8862179487179487 }, "related_data": {} } } }, { "深度神经网络概述": { "children": [ { "创建神经网络块": { "data": { "uuid": "python-5-1176", "seg": [ [ [ "创建", "神经网络" ] ] ], "level": { "min": 0.8862179487179487, "max": 0.8862446581196581 }, "related_data": {} } } }, { "TensorFlow介绍": { "data": { "uuid": "python-5-1177", "seg": [ [ [ "tensorflow", "介绍" ] ] ], "level": { "min": 0.8862446581196581, "max": 0.8862713675213675 }, "related_data": {} } } }, { "MNIST数据集介绍": { "data": { "uuid": "python-5-1178", "seg": [ [ [ "mnist", "数据", "集", "介绍", "数据集" ] ] ], "level": { "min": 0.8862713675213675, "max": 0.8862980769230768 }, "related_data": {} } } }, { "Keras深度学习库概述": { "data": { "uuid": "python-5-1179", "seg": [ [ [ "keras", "深度", "学习", "库", "概述" ] ] ], "level": { "min": 0.8862980769230768, "max": 0.8863247863247863 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "118761423@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112352540@python@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "基于Keras和MNIST的手写数字识别": { "children": [ { "训练和测试数据的检索": { "data": { "uuid": "python-6-178", "seg": [ [ [ "训练" ], [ "测试数据", "检索" ] ] ], "level": { "min": 0.8863247863247863, "max": 0.8863301282051281 }, "related_data": {} } } }, { "训练数据的可视化": { "data": { "uuid": "python-6-179", "seg": [ [ [ "训练", "数据", "可视化" ] ] ], "level": { "min": 0.8863301282051281, "max": 0.8863354700854701 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7442181_53419035@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "创建神经网络": { "data": { "uuid": "python-6-180", "seg": [ [ [ "创建", "神经网络" ] ] ], "level": { "min": 0.8863354700854701, "max": 0.8863408119658119 }, "related_data": {} } } }, { "训练神经网络": { "data": { "uuid": "python-6-181", "seg": [ [ [ "训练", "神经网络" ] ] ], "level": { "min": 0.8863408119658119, "max": 0.8863461538461539 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7415944_53369575@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7416109_53370095@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "测试": { "data": { "uuid": "python-6-182", "seg": [ [ [] ] ], "level": { "min": 0.8863461538461539, "max": 0.8863514957264957 }, "related_data": {} } } } ], "data": { "uuid": "python-5-1180", "seg": [ [ [ "keras" ], [ "mnist", "手写", "数字", "识别", "手写数字" ] ] ], "level": { "min": 0.8863247863247863, "max": 0.8863514957264957 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1068540_1269354@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "81071226@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "理解反向传播": { "data": { "uuid": "python-5-1181", "seg": [ [ [ "理解", "反向", "传播" ] ] ], "level": { "min": 0.8863514957264957, "max": 0.8863782051282051 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1342", "seg": [ [ [ "深度", "神经网络", "概述", "深度神经网络" ] ] ], "level": { "min": 0.8862179487179487, "max": 0.8863782051282051 }, "related_data": {} } } }, { "卷积神经网络介绍": { "children": [ { "CNN历史": { "data": { "uuid": "python-5-1182", "seg": [ [ [ "cnn", "历史" ] ] ], "level": { "min": 0.8863782051282051, "max": 0.8864583333333333 }, "related_data": {} } } }, { "卷积神经网络": { "children": [ { "计算机如何解释图像": { "data": { "uuid": "python-6-183", "seg": [ [ [ "计算机", "图像" ] ] ], "level": { "min": 0.8864583333333333, "max": 0.8864716880341881 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7435918_53406922@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "102563699@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "编码实现图像可视化": { "data": { "uuid": "python-6-184", "seg": [ [ [ "编码", "图像", "可视化", "图像可视化" ] ] ], "level": { "min": 0.8864716880341881, "max": 0.8864850427350427 }, "related_data": {} } } }, { "dropout": { "data": { "uuid": "python-6-185", "seg": [ [ [ "dropout" ] ] ], "level": { "min": 0.8864850427350427, "max": 0.8864983974358974 }, "related_data": {} } } }, { "输入层": { "data": { "uuid": "python-6-186", "seg": [ [ [ "输入", "层" ] ] ], "level": { "min": 0.8864983974358974, "max": 0.8865117521367522 }, "related_data": {} } } }, { "卷积层": { "data": { "uuid": "python-6-187", "seg": [ [ [ "卷积", "层", "卷积层" ] ] ], "level": { "min": 0.8865117521367522, "max": 0.8865251068376068 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "118631541@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "池化层": { "data": { "uuid": "python-6-188", "seg": [ [ [ "池化层" ] ] ], "level": { "min": 0.8865251068376068, "max": 0.8865384615384615 }, "related_data": {} } } } ], "data": { "uuid": "python-5-1183", "seg": [ [ [ "卷积", "神经网络", "卷积神经网络" ] ] ], "level": { "min": 0.8864583333333333, "max": 0.8865384615384615 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1343", "seg": [ [ [ "卷积", "神经网络", "介绍", "卷积神经网络" ] ] ], "level": { "min": 0.8863782051282051, "max": 0.8865384615384615 }, "related_data": {} } } }, { "构建CNN并进行性能优化": { "children": [ { "CNN架构和DNN的缺点": { "children": [ { "卷积操作": { "data": { "uuid": "python-6-189", "seg": [ [ [ "卷积", "操作" ] ] ], "level": { "min": 0.8865384615384615, "max": 0.8865584935897435 }, "related_data": {} } } }, { "池化、步长和填充操作": { "data": { "uuid": "python-6-190", "seg": [ [ [ "池化" ], [ "步长" ], [ "填充", "操作" ] ] ], "level": { "min": 0.8865584935897435, "max": 0.8865785256410256 }, "related_data": {} } } } ], "data": { "uuid": "python-5-1184", "seg": [ [ [ "cnn", "架构" ], [ "dnn", "缺点" ] ] ], "level": { "min": 0.8865384615384615, "max": 0.8865785256410256 }, "related_data": {} } } }, { "TensorFlow中的卷积和池化操作": { "children": [ { "在TensorFlow中应用池化操作": { "data": { "uuid": "python-6-191", "seg": [ [ [ "tensorflow", "池化", "操作" ] ] ], "level": { "min": 0.8865785256410256, "max": 0.8865985576923077 }, "related_data": {} } } }, { "TensorFlow中的卷积操作": { "data": { "uuid": "python-6-192", "seg": [ [ [ "tensorflow", "卷积", "操作" ] ] ], "level": { "min": 0.8865985576923077, "max": 0.8866185897435896 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "78695318@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89174493@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88367211@numpy@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88367211@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86075275@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "97298887@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80817129@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116381750@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53130913@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117186183@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54409966@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81155787@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116720400@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104710784@tensorflow@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80667741@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79119839@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104710784@pytorch@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "74507010@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118211253@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116567051@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102906434@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117587326@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118389790@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117395797@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79140840@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117331631@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118938811@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85645195@tensorflow@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "105963930@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115219868@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116460870@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "106748685@python@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106748685@tensorflow@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87855273@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "105571760@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "105571760@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "105914661@tensorflow@python", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-5-1185", "seg": [ [ [ "tensorflow", "卷积", "和池化", "操作", "卷积和池化" ] ] ], "level": { "min": 0.8865785256410256, "max": 0.8866185897435896 }, "related_data": {} } } }, { "训练CNN": { "children": [ { "初始化权重和偏置": { "data": { "uuid": "python-6-193", "seg": [ [ [ "初始化", "权重" ], [ "偏置" ] ] ], "level": { "min": 0.8866185897435896, "max": 0.8866319444444444 }, "related_data": {} } } }, { "正则化": { "data": { "uuid": "python-6-194", "seg": [ [ [ "正则", "化", "正则化" ] ] ], "level": { "min": 0.8866319444444444, "max": 0.8866452991452991 }, "related_data": {} } } }, { "激活函数": { "data": { "uuid": "python-6-195", "seg": [ [ [ "激活", "函数" ] ] ], "level": { "min": 0.8866452991452991, "max": 0.8866586538461538 }, "related_data": {} } } } ], "data": { "uuid": "python-5-1186", "seg": [ [ [ "训练", "cnn" ] ] ], "level": { "min": 0.8866185897435896, "max": 0.8866586538461538 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_769783_830940@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "模型性能优化": { "children": [ { "隐含层数量": { "data": { "uuid": "python-6-196", "seg": [ [ [ "隐含", "层", "数量" ] ] ], "level": { "min": 0.8866586538461538, "max": 0.8866626602564103 }, "related_data": {} } } }, { "每个隐含层的神经元个数": { "data": { "uuid": "python-6-197", "seg": [ [ [ "隐含", "层", "神经元", "个数", "神经元个数" ] ] ], "level": { "min": 0.8866626602564103, "max": 0.8866666666666666 }, "related_data": {} } } }, { "批标准化": { "data": { "uuid": "python-6-198", "seg": [ [ [ "批", "标准化" ] ] ], "level": { "min": 0.8866666666666666, "max": 0.886670673076923 }, "related_data": {} } } }, { "高级正则化及过拟合的避免": { "data": { "uuid": "python-6-199", "seg": [ [ [ "高级", "正则", "化及", "拟合" ] ] ], "level": { "min": 0.886670673076923, "max": 0.8866746794871795 }, "related_data": {} } } }, { "运用哪个优化器": { "data": { "uuid": "python-6-200", "seg": [ [ [ "优化", "器" ] ] ], "level": { "min": 0.8866746794871795, "max": 0.8866786858974358 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_733761_756051@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_158580_23104@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_700898_590152@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_213903_157317@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_4646448_29330064@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "103205745@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "42918869@list@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "内存调优": { "data": { "uuid": "python-6-201", "seg": [ [ [ "内存", "调优" ] ] ], "level": { "min": 0.8866786858974358, "max": 0.8866826923076923 }, "related_data": {} } } }, { "层的位置调优": { "data": { "uuid": "python-6-202", "seg": [ [ [ "层", "位置", "调优" ] ] ], "level": { "min": 0.8866826923076923, "max": 0.8866866987179487 }, "related_data": {} } } }, { "综合所有操作创建第二个CNN": { "data": { "uuid": "python-6-203", "seg": [ [ [ "综合", "操作", "创建", "cnn" ] ] ], "level": { "min": 0.8866866987179487, "max": 0.8866907051282051 }, "related_data": {} } } }, { "数据集描述和预处理": { "data": { "uuid": "python-6-204", "seg": [ [ [ "数据", "集", "描述", "数据集" ], [ "预处理" ] ] ], "level": { "min": 0.8866907051282051, "max": 0.8866947115384615 }, "related_data": {} } } }, { "创建CNN模型": { "data": { "uuid": "python-6-205", "seg": [ [ [ "创建", "cnn", "模型" ] ] ], "level": { "min": 0.8866947115384615, "max": 0.8866987179487179 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7429341_53396131@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7405217_53354621@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-1187", "seg": [ [ [ "模型", "性能", "优化", "模型性能" ] ] ], "level": { "min": 0.8866586538461538, "max": 0.8866987179487179 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "17077425@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1344", "seg": [ [ [ "构建", "cnn", "性能", "优化" ] ] ], "level": { "min": 0.8865384615384615, "max": 0.8866987179487179 }, "related_data": {} } } }, { "经典的CNN模型架构": { "children": [ { "ImageNet介绍": { "data": { "uuid": "python-5-1188", "seg": [ [ [ "imagenet", "介绍" ] ] ], "level": { "min": 0.8866987179487179, "max": 0.8867307692307692 }, "related_data": {} } } }, { "AlexNet架构": { "data": { "uuid": "python-5-1189", "seg": [ [ [ "alexnet", "架构" ] ] ], "level": { "min": 0.8867307692307692, "max": 0.8867628205128205 }, "related_data": {} } } }, { "VGGNet架构": { "data": { "uuid": "python-5-1190", "seg": [ [ [ "vggnet", "架构" ] ] ], "level": { "min": 0.8867628205128205, "max": 0.8867948717948717 }, "related_data": {} } } }, { "GoogLeNet架构": { "children": [ { "架构洞察": { "data": { "uuid": "python-6-206", "seg": [ [ [ "架构", "洞察", "架构洞察" ] ] ], "level": { "min": 0.8867948717948717, "max": 0.8868108974358974 }, "related_data": {} } } }, { "inception模块": { "data": { "uuid": "python-6-207", "seg": [ [ [ "inception", "模块" ] ] ], "level": { "min": 0.8868108974358974, "max": 0.886826923076923 }, "related_data": {} } } } ], "data": { "uuid": "python-5-1191", "seg": [ [ [ "googlenet", "架构" ] ] ], "level": { "min": 0.8867948717948717, "max": 0.886826923076923 }, "related_data": {} } } }, { "ResNet架构": { "data": { "uuid": "python-5-1192", "seg": [ [ [ "resnet", "架构" ] ] ], "level": { "min": 0.886826923076923, "max": 0.8868589743589743 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1345", "seg": [ [ [ "经典", "cnn", "模型", "架构", "模型架构" ] ] ], "level": { "min": 0.8866987179487179, "max": 0.8868589743589743 }, "related_data": {} } } }, { "转移学习": { "children": [ { "特征提取方法": { "children": [ { "目标数据集较小且与原始训练集相似": { "data": { "uuid": "python-6-208", "seg": [ [ [ "目标", "数据", "集", "目标数据", "数据集" ], [ "原始", "训练", "集" ] ] ], "level": { "min": 0.8868589743589743, "max": 0.886872329059829 }, "related_data": {} } } }, { "目标数据集较小且与原始训练集不同": { "data": { "uuid": "python-6-209", "seg": [ [ [ "目标", "数据", "集", "目标数据", "数据集" ], [ "原始", "训练", "集" ] ] ], "level": { "min": 0.886872329059829, "max": 0.8868856837606838 }, "related_data": {} } } }, { "目标数据集很大且与原始训练集相似": { "data": { "uuid": "python-6-210", "seg": [ [ [ "目标", "数据", "集", "很大", "目标数据", "数据集" ], [ "原始", "训练", "集" ] ] ], "level": { "min": 0.8868856837606838, "max": 0.8868990384615384 }, "related_data": {} } } }, { "目标数据集很大且与原始训练集不同": { "data": { "uuid": "python-6-211", "seg": [ [ [ "目标", "数据", "集", "很大", "目标数据", "数据集" ], [ "原始", "训练", "集" ] ] ], "level": { "min": 0.8868990384615384, "max": 0.8869123931623931 }, "related_data": {} } } } ], "data": { "uuid": "python-5-1193", "seg": [ [ [ "特征提取", "方法", "特征提取方法" ] ] ], "level": { "min": 0.8868589743589743, "max": 0.8869123931623931 }, "related_data": {} } } }, { "转移学习示例": { "data": { "uuid": "python-5-1194", "seg": [ [ [ "转移", "学习", "示例" ] ] ], "level": { "min": 0.8869123931623931, "max": 0.8869658119658119 }, "related_data": {} } } }, { "多任务学习": { "data": { "uuid": "python-5-1195", "seg": [ [ [ "多任务", "学习" ] ] ], "level": { "min": 0.8869658119658119, "max": 0.8870192307692307 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1346", "seg": [ [ [ "转移", "学习" ] ] ], "level": { "min": 0.8868589743589743, "max": 0.8870192307692307 }, "related_data": {} } } }, { "CNN自编码器": { "children": [ { "自编码器介绍": { "data": { "uuid": "python-5-1196", "seg": [ [ [ "编码器", "介绍" ] ] ], "level": { "min": 0.8870192307692307, "max": 0.8870726495726495 }, "related_data": {} } } }, { "卷积自编码器": { "data": { "uuid": "python-5-1197", "seg": [ [ [ "卷积", "编码器" ] ] ], "level": { "min": 0.8870726495726495, "max": 0.8871260683760683 }, "related_data": {} } } }, { "应用": { "data": { "uuid": "python-5-1198", "seg": [ [ [] ] ], "level": { "min": 0.8871260683760683, "max": 0.8871794871794871 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1347", "seg": [ [ [ "cnn", "编码器" ] ] ], "level": { "min": 0.8870192307692307, "max": 0.8871794871794871 }, "related_data": {} } } }, { "GAN:使用CNN生成新图像": { "children": [ { "Pix2pix:基于GAN的图像翻译": { "children": [ { "CycleGAN": { "data": { "uuid": "python-6-212", "seg": [ [ [ "cyclegan" ] ] ], "level": { "min": 0.8871794871794871, "max": 0.8872061965811966 }, "related_data": {} } } }, { "训练GAN模型": { "data": { "uuid": "python-6-213", "seg": [ [ [ "训练", "gan", "模型" ] ] ], "level": { "min": 0.8872061965811966, "max": 0.8872329059829059 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_3460891_23009154@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753315_809246@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-1199", "seg": [ [ [ "pix2pix" ] ], [ [ "gan", "图像", "翻译" ] ] ], "level": { "min": 0.8871794871794871, "max": 0.8872329059829059 }, "related_data": {} } } }, { "GAN的代码示例": { "children": [ { "计算损失": { "data": { "uuid": "python-6-214", "seg": [ [ [ "计算", "损失" ] ] ], "level": { "min": 0.8872329059829059, "max": 0.8872596153846153 }, "related_data": {} } } }, { "半监督学习和GAN": { "data": { "uuid": "python-6-215", "seg": [ [ [ "监督", "学习" ], [ "gan" ] ] ], "level": { "min": 0.8872596153846153, "max": 0.8872863247863247 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "84135277@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80113976@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78248066@tensorflow@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80033169@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80861284@pytorch@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-5-1200", "seg": [ [ [ "gan", "示例", "代码示例" ] ] ], "level": { "min": 0.8872329059829059, "max": 0.8872863247863247 }, "related_data": {} } } }, { "特征匹配": { "children": [ { "基于半监督分类的GAN示例": { "data": { "uuid": "python-6-216", "seg": [ [ [ "监督", "分类", "gan", "示例" ] ] ], "level": { "min": 0.8872863247863247, "max": 0.8873130341880342 }, "related_data": {} } } }, { "深度卷积GAN": { "data": { "uuid": "python-6-217", "seg": [ [ [ "深度", "卷积", "gan", "深度卷积" ] ] ], "level": { "min": 0.8873130341880342, "max": 0.8873397435897435 }, "related_data": {} } } } ], "data": { "uuid": "python-5-1201", "seg": [ [ [ "特征", "匹配" ] ] ], "level": { "min": 0.8872863247863247, "max": 0.8873397435897435 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1348", "seg": [ [ [ "gan" ] ], [ [ "cnn", "生成", "图像" ] ] ], "level": { "min": 0.8871794871794871, "max": 0.8873397435897435 }, "related_data": {} } } }, { "CNN和视觉模型的注意力机制": { "children": [ { "图像描述中的注意力机制": { "data": { "uuid": "python-5-1202", "seg": [ [ [ "图像", "描述", "注意力", "机制", "注意力机制" ] ] ], "level": { "min": 0.8873397435897435, "max": 0.8873798076923076 }, "related_data": {} } } }, { "注意力类型": { "children": [ { "硬注意力": { "data": { "uuid": "python-6-218", "seg": [ [ [ "硬", "注意力" ] ] ], "level": { "min": 0.8873798076923076, "max": 0.8873998397435897 }, "related_data": {} } } }, { "软注意力": { "data": { "uuid": "python-6-219", "seg": [ [ [ "软", "注意力" ] ] ], "level": { "min": 0.8873998397435897, "max": 0.8874198717948718 }, "related_data": {} } } } ], "data": { "uuid": "python-5-1203", "seg": [ [ [ "注意力", "类型", "注意力类型" ] ] ], "level": { "min": 0.8873798076923076, "max": 0.8874198717948718 }, "related_data": {} } } }, { "运用注意力改善视觉模型": { "children": [ { "视觉CNN模型次优性能的原因": { "data": { "uuid": "python-6-220", "seg": [ [ [ "视觉", "cnn", "模型", "次优", "性能", "原因" ] ] ], "level": { "min": 0.8874198717948718, "max": 0.8874399038461538 }, "related_data": {} } } }, { "循环视觉注意力模型": { "data": { "uuid": "python-6-221", "seg": [ [ [ "循环", "视觉", "注意力", "模型", "视觉注意力", "注意力模型" ] ] ], "level": { "min": 0.8874399038461538, "max": 0.8874599358974359 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7412643_53364841@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7395881_53339130@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-5-1204", "seg": [ [ [ "注意力", "改善", "视觉", "模型", "视觉模型" ] ] ], "level": { "min": 0.8874198717948718, "max": 0.8874599358974359 }, "related_data": {} } } }, { "参考文献": { "data": { "uuid": "python-5-1205", "seg": [ [ [ "参考文献" ] ] ], "level": { "min": 0.8874599358974359, "max": 0.8875 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1349", "seg": [ [ [ "cnn" ], [ "视觉", "模型", "注意力", "机制", "视觉模型", "注意力机制" ] ] ], "level": { "min": 0.8873397435897435, "max": 0.8875 }, "related_data": {} } } } ], "data": { "uuid": "python-3-247", "seg": [ [ [ "计算机", "视觉", "计算机视觉" ] ] ], "level": { "min": 0.8833333333333333, "max": 0.8875 }, "related_data": {} } } }, { "自然语言处理": { "children": [ { "自然语言处理概览": { "children": [ { "自然语言处理的基本概念": { "data": { "uuid": "python-5-1206", "seg": [ [ [ "自然语言", "基本概念" ] ] ], "level": { "min": 0.8875, "max": 0.8875771604938271 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "117464313@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "自然语言处理的面临困难": { "data": { "uuid": "python-5-1207", "seg": [ [ [ "自然语言", "面临", "困难" ] ] ], "level": { "min": 0.8875771604938271, "max": 0.8876543209876543 }, "related_data": {} } } }, { "自然语言处理的研究现状": { "data": { "uuid": "python-5-1208", "seg": [ [ [ "自然语言", "研究", "现状" ] ] ], "level": { "min": 0.8876543209876543, "max": 0.8877314814814814 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7456720_53440762@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1350", "seg": [ [ [ "自然语言", "概览" ] ] ], "level": { "min": 0.8875, "max": 0.8877314814814814 }, "related_data": {} } } }, { "预备知识": { "children": [ { "概率论基础知识": { "data": { "uuid": "python-5-1209", "seg": [ [ [ "概率论", "基础知识", "概率论基础知识" ] ] ], "level": { "min": 0.8877314814814814, "max": 0.8877480158730158 }, "related_data": {} } } }, { "最大似然估计": { "data": { "uuid": "python-5-1210", "seg": [ [ [ "似然", "估计", "似然估计" ] ] ], "level": { "min": 0.8877480158730158, "max": 0.8877645502645501 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "81809467@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "隐马尔可夫模型": { "data": { "uuid": "python-5-1211", "seg": [ [ [ "隐", "马尔可夫", "模型", "隐马尔可夫", "马尔可夫模型" ] ] ], "level": { "min": 0.8877645502645501, "max": 0.8877810846560846 }, "related_data": {} } } }, { "贝叶斯网络": { "data": { "uuid": "python-5-1212", "seg": [ [ [ "贝叶斯", "网络", "贝叶斯网络" ] ] ], "level": { "min": 0.8877810846560846, "max": 0.887797619047619 }, "related_data": {} } } }, { "条件概率分布": { "data": { "uuid": "python-5-1213", "seg": [ [ [ "条件", "概率分布", "条件概率分布" ] ] ], "level": { "min": 0.887797619047619, "max": 0.8878141534391534 }, "related_data": {} } } }, { "信息论基础知识": { "data": { "uuid": "python-5-1214", "seg": [ [ [ "信息论", "基础知识", "信息论基础知识" ] ] ], "level": { "min": 0.8878141534391534, "max": 0.8878306878306877 }, "related_data": {} } } }, { "熵": { "data": { "uuid": "python-5-1215", "seg": [ [ [ "熵" ] ] ], "level": { "min": 0.8878306878306877, "max": 0.8878472222222222 }, "related_data": {} } } }, { "困惑度": { "data": { "uuid": "python-5-1216", "seg": [ [ [ "困惑" ] ] ], "level": { "min": 0.8878472222222222, "max": 0.8878637566137566 }, "related_data": {} } } }, { "互信息": { "data": { "uuid": "python-5-1217", "seg": [ [ [ "互信息" ] ] ], "level": { "min": 0.8878637566137566, "max": 0.887880291005291 }, "related_data": {} } } }, { "神经网络基础知识": { "data": { "uuid": "python-5-1218", "seg": [ [ [ "神经网络", "基础知识", "神经网络基础知识" ] ] ], "level": { "min": 0.887880291005291, "max": 0.8878968253968254 }, "related_data": {} } } }, { "CRF": { "data": { "uuid": "python-5-1219", "seg": [ [ [ "crf" ] ] ], "level": { "min": 0.8878968253968254, "max": 0.8879133597883597 }, "related_data": {} } } }, { "BiLSTM+Attention": { "data": { "uuid": "python-5-1220", "seg": [ [ [ "bilstm", "attention" ] ] ], "level": { "min": 0.8879133597883597, "max": 0.8879298941798942 }, "related_data": {} } } }, { "迁移学习": { "data": { "uuid": "python-5-1221", "seg": [ [ [ "迁移", "学习" ] ] ], "level": { "min": 0.8879298941798942, "max": 0.8879464285714286 }, "related_data": {} } } }, { "常用语料库和知识库": { "data": { "uuid": "python-5-1222", "seg": [ [ [ "语料库" ], [ "知识库" ] ] ], "level": { "min": 0.8879464285714286, "max": 0.887962962962963 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1351", "seg": [ [ [ "预备", "知识" ] ] ], "level": { "min": 0.8877314814814814, "max": 0.887962962962963 }, "related_data": {} } } }, { "jieba": { "children": [ { "jieba概述": { "data": { "uuid": "python-5-1223", "seg": [ [ [ "jieba", "概述" ] ] ], "level": { "min": 0.887962962962963, "max": 0.8880092592592592 }, "related_data": {} } } }, { "jieba分词": { "data": { "uuid": "python-5-1224", "seg": [ [ [ "jieba", "分词" ] ] ], "level": { "min": 0.8880092592592592, "max": 0.8880555555555555 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7430524_53397631@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1092631_1300730@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "81410142@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "jieba添加自定义词典": { "data": { "uuid": "python-5-1225", "seg": [ [ [ "jieba", "添加", "自定义", "词典" ] ] ], "level": { "min": 0.8880555555555555, "max": 0.8881018518518519 }, "related_data": {} } } }, { "jieba词性标注": { "data": { "uuid": "python-5-1226", "seg": [ [ [ "jieba", "词性", "标注" ] ] ], "level": { "min": 0.8881018518518519, "max": 0.8881481481481481 }, "related_data": {} } } }, { "jieba关键词抽取": { "data": { "uuid": "python-5-1227", "seg": [ [ [ "jieba", "关键词", "抽取" ] ] ], "level": { "min": 0.8881481481481481, "max": 0.8881944444444444 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1352", "seg": [ [ [ "jieba" ] ] ], "level": { "min": 0.887962962962963, "max": 0.8881944444444444 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7438759_53412146@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "nltk": { "children": [ { "nltk概述": { "data": { "uuid": "python-5-1228", "seg": [ [ [ "nltk", "概述" ] ] ], "level": { "min": 0.8881944444444444, "max": 0.8882233796296296 }, "related_data": {} } } }, { "nltk字符串处理": { "data": { "uuid": "python-5-1229", "seg": [ [ [ "nltk", "字符串" ] ] ], "level": { "min": 0.8882233796296296, "max": 0.8882523148148147 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "108891641@nltk@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "nltk词性标注": { "data": { "uuid": "python-5-1230", "seg": [ [ [ "nltk", "词性", "标注" ] ] ], "level": { "min": 0.8882523148148147, "max": 0.8882812499999999 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "79006868@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77932334@nltk@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "41980059@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "76358665@nltk@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54134281@nltk@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80497937@nltk@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80186697@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79217473@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "65626370@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84976056@nltk@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79008816@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70171433@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109497359@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79006798@nltk@python", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "nltk词干提取": { "data": { "uuid": "python-5-1231", "seg": [ [ [ "nltk", "词干", "提取" ] ] ], "level": { "min": 0.8882812499999999, "max": 0.8883101851851851 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "113847364@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79835659@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51713301@nltk@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "nltk命名实体识别": { "data": { "uuid": "python-5-1232", "seg": [ [ [ "nltk", "命名", "实体", "识别", "命名实体" ] ] ], "level": { "min": 0.8883101851851851, "max": 0.8883391203703703 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "50148261@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79009455@nltk@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "nltk分块处理": { "data": { "uuid": "python-5-1233", "seg": [ [ [ "nltk", "分块" ] ] ], "level": { "min": 0.8883391203703703, "max": 0.8883680555555555 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "78215782@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54316910@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "73744237@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78485942@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "70208863@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83787873@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81624170@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "105017811@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109691863@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95060793@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45196505@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79831481@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88593853@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108976551@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "42555257@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78923176@nltk@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78231653@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90609966@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90339346@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108721668@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "40261741@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80158788@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "73603738@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "29367083@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89853733@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111464156@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78666940@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "76724117@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8469491@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118355300@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110428277@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102775980@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "19776985@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78034746@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "47758291@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79154371@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52705227@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90401391@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111563537@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "18316931@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54294974@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51661367@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80654659@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "76342341@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54619884@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "48788111@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79615937@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79122793@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "64144064@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116356181@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46845403@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88912414@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84572888@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "45197187@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81781410@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "76593900@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "48637683@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103895811@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89256578@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "96436736@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54880933@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51065970@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107947593@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82314042@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50972715@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80824231@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108656120@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80234373@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50791468@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "46780069@nltk@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70233454@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "104981037@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113077330@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112669384@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103789082@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108980257@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82767186@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114172750@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81562223@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114481053@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52935550@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110092190@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "68924723@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "17289621@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79814043@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109376955@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111464350@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80771847@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113728883@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "68485604@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102513289@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118979961@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79428564@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111756815@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90605467@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88381650@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109212866@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88148097@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "62424513@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107776572@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112688947@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "12188573@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "47450933@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117720218@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80927725@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108601873@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108570915@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82960305@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114436578@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113804939@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117004698@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117491782@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80299094@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111317521@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118980412@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111659073@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "41653665@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78806898@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116506080@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111872755@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "107704114@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80053307@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80307450@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79005544@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107724499@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115107498@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108525567@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112001223@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80917132@nltk@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117308979@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89458865@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112598211@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80485318@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109534732@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82392403@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112457235@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116869308@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116246867@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116574507@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108289073@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109108120@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88825585@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115191586@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115339690@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108891567@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103448420@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "105963343@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117137542@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113409620@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109376016@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105445806@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117782684@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112911555@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108177960@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112855333@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102883773@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109691534@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80487707@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "107853062@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100012485@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72824921@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72230230@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116077961@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116773836@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118037279@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "74129620@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110729637@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113154205@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78216596@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114769818@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115682890@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108722384@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108289236@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114324090@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79626612@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102823159@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108894213@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81951846@nltk@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116464578@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117309955@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107925176@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113622669@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80325370@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112597986@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114861078@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112914038@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112057122@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107624793@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "111305949@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114529085@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "50576324@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115878403@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117094239@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116022483@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "107502790@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112084803@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113578041@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113533254@nltk@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "nltk文本分类": { "data": { "uuid": "python-5-1234", "seg": [ [ [ "nltk", "文本", "分类", "文本分类" ] ] ], "level": { "min": 0.8883680555555555, "max": 0.8883969907407406 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "89705971@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103997016@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51580310@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82971672@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "12193109@nltk@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54144286@nltk@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77414113@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50667990@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52668801@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80498914@nltk@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102504982@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83179783@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116035724@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117301673@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83145629@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118065714@nltk@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "nltk情感分析": { "data": { "uuid": "python-5-1235", "seg": [ [ [ "nltk", "情感", "分析" ] ] ], "level": { "min": 0.8883969907407406, "max": 0.8884259259259258 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "78646521@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79217337@nltk@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78646612@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "48211499@nltk@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79040102@nltk@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "62056558@nltk@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84846305@nltk@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84787197@nltk@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53760725@nltk@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79004650@nltk@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78754417@nltk@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1353", "seg": [ [ [ "nltk" ] ] ], "level": { "min": 0.8881944444444444, "max": 0.8884259259259258 }, "related_data": {} } } }, { "Genism": { "children": [ { "TF-IDF": { "data": { "uuid": "python-5-1236", "seg": [ [ [ "tf", "idf" ] ] ], "level": { "min": 0.8884259259259258, "max": 0.8884722222222221 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1064889_1267447@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "79564828@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "similarities": { "data": { "uuid": "python-5-1237", "seg": [ [ [ "similarities" ] ] ], "level": { "min": 0.8884722222222221, "max": 0.8885185185185185 }, "related_data": {} } } }, { "LSA": { "data": { "uuid": "python-5-1238", "seg": [ [ [ "lsa" ] ] ], "level": { "min": 0.8885185185185185, "max": 0.8885648148148148 }, "related_data": {} } } }, { "LDA": { "data": { "uuid": "python-5-1239", "seg": [ [ [ "lda" ] ] ], "level": { "min": 0.8885648148148148, "max": 0.8886111111111111 }, "related_data": {} } } }, { "Word2vec": { "data": { "uuid": "python-5-1240", "seg": [ [ [ "word2vec" ] ] ], "level": { "min": 0.8886111111111111, "max": 0.8886574074074074 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1354", "seg": [ [ [ "genism" ] ] ], "level": { "min": 0.8884259259259258, "max": 0.8886574074074074 }, "related_data": {} } } }, { "词法分析": { "children": [ { "分词(英文分词/中文分词)": { "data": { "uuid": "python-5-1241", "seg": [ [ [ "分词", "英文", "中文", "英文分词", "中文分词" ] ] ], "level": { "min": 0.8886574074074074, "max": 0.8887037037037037 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_684854_543508@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "词干提取": { "data": { "uuid": "python-5-1242", "seg": [ [ [ "词干", "提取" ] ] ], "level": { "min": 0.8887037037037037, "max": 0.8887499999999999 }, "related_data": {} } } }, { "词形还原": { "data": { "uuid": "python-5-1243", "seg": [ [ [ "词形", "还原" ] ] ], "level": { "min": 0.8887499999999999, "max": 0.8887962962962963 }, "related_data": {} } } }, { "词性标注": { "data": { "uuid": "python-5-1244", "seg": [ [ [ "词性", "标注" ] ] ], "level": { "min": 0.8887962962962963, "max": 0.8888425925925926 }, "related_data": {} } } }, { "命名实体识别": { "data": { "uuid": "python-5-1245", "seg": [ [ [ "命名", "实体", "识别", "命名实体" ] ] ], "level": { "min": 0.8888425925925926, "max": 0.8888888888888888 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7416936_53371682@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1355", "seg": [ [ [ "词法", "分析" ] ] ], "level": { "min": 0.8886574074074074, "max": 0.8888888888888888 }, "related_data": {} } } }, { "句法分析": { "children": [ { "短语结构分析": { "data": { "uuid": "python-5-1246", "seg": [ [ [ "短语", "结构", "分析", "短语结构" ] ] ], "level": { "min": 0.8888888888888888, "max": 0.8890046296296296 }, "related_data": {} } } }, { "依存句法分析": { "data": { "uuid": "python-5-1247", "seg": [ [ [ "依存", "句法分析" ] ] ], "level": { "min": 0.8890046296296296, "max": 0.8891203703703703 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1356", "seg": [ [ [ "句法分析" ] ] ], "level": { "min": 0.8888888888888888, "max": 0.8891203703703703 }, "related_data": {} } } }, { "语义分析": { "children": [ { "命名实体消歧": { "data": { "uuid": "python-5-1248", "seg": [ [ [ "命名", "实体", "消歧", "命名实体", "实体消歧" ] ] ], "level": { "min": 0.8891203703703703, "max": 0.8891589506172839 }, "related_data": {} } } }, { "指代消解": { "data": { "uuid": "python-5-1249", "seg": [ [ [ "指代", "消解" ] ] ], "level": { "min": 0.8891589506172839, "max": 0.8891975308641975 }, "related_data": {} } } }, { "语义角色标注": { "data": { "uuid": "python-5-1250", "seg": [ [ [ "语义", "角色", "标注", "语义角色" ] ] ], "level": { "min": 0.8891975308641975, "max": 0.8892361111111111 }, "related_data": {} } } }, { "语义关系抽取": { "data": { "uuid": "python-5-1251", "seg": [ [ [ "语义", "关系", "抽取", "语义关系" ] ] ], "level": { "min": 0.8892361111111111, "max": 0.8892746913580246 }, "related_data": {} } } }, { "语义依存分析": { "data": { "uuid": "python-5-1252", "seg": [ [ [ "语义", "依存", "分析" ] ] ], "level": { "min": 0.8892746913580246, "max": 0.8893132716049382 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_751136_804606@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_237019_216584@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7426926_53390903@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_710232_668200@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "8540410@list@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110152915@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116568510@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "抽象语义表示": { "data": { "uuid": "python-5-1253", "seg": [ [ [ "抽象", "语义" ] ] ], "level": { "min": 0.8893132716049382, "max": 0.8893518518518518 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1357", "seg": [ [ [ "语义", "分析" ] ] ], "level": { "min": 0.8891203703703703, "max": 0.8893518518518518 }, "related_data": {} } } }, { "词嵌入": { "children": [ { "Word2Vec": { "data": { "uuid": "python-5-1254", "seg": [ [ [ "word2vec" ] ] ], "level": { "min": 0.8893518518518518, "max": 0.8893904320987654 }, "related_data": {} } } }, { "GloVe": { "data": { "uuid": "python-5-1255", "seg": [ [ [ "glove" ] ] ], "level": { "min": 0.8893904320987654, "max": 0.889429012345679 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7425497_53387049@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "fastText": { "data": { "uuid": "python-5-1256", "seg": [ [ [ "fasttext" ] ] ], "level": { "min": 0.889429012345679, "max": 0.8894675925925926 }, "related_data": {} } } }, { "ELMo": { "data": { "uuid": "python-5-1257", "seg": [ [ [ "elmo" ] ] ], "level": { "min": 0.8894675925925926, "max": 0.8895061728395062 }, "related_data": {} } } }, { "BERT": { "data": { "uuid": "python-5-1258", "seg": [ [ [ "bert" ] ] ], "level": { "min": 0.8895061728395062, "max": 0.8895447530864197 }, "related_data": {} } } }, { "XLNet": { "data": { "uuid": "python-5-1259", "seg": [ [ [ "xlnet" ] ] ], "level": { "min": 0.8895447530864197, "max": 0.8895833333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1358", "seg": [ [ [ "词", "嵌入" ] ] ], "level": { "min": 0.8893518518518518, "max": 0.8895833333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7431208_53399226@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442353_53419216@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "文本挖掘": { "children": [ { "文本相似度计算": { "data": { "uuid": "python-5-1260", "seg": [ [ [ "文本", "计算" ] ] ], "level": { "min": 0.8895833333333333, "max": 0.8896412037037036 }, "related_data": {} } } }, { "文本聚类": { "data": { "uuid": "python-5-1261", "seg": [ [ [ "文本", "聚类", "文本聚类" ] ] ], "level": { "min": 0.8896412037037036, "max": 0.889699074074074 }, "related_data": {} } } }, { "文本分类": { "data": { "uuid": "python-5-1262", "seg": [ [ [ "文本", "分类", "文本分类" ] ] ], "level": { "min": 0.889699074074074, "max": 0.8897569444444444 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "54891204@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "文本摘要": { "data": { "uuid": "python-5-1263", "seg": [ [ [ "文本", "摘要" ] ] ], "level": { "min": 0.8897569444444444, "max": 0.8898148148148147 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_175569_56460@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_773453_837133@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7435587_53407310@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7425164_53386391@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7416671_53371042@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7459336_53444307@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7428287_53393915@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_769177_829885@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7408664_53358837@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7411278_53362127@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1359", "seg": [ [ [ "文本", "挖掘" ] ] ], "level": { "min": 0.8895833333333333, "max": 0.8898148148148147 }, "related_data": {} } } }, { "情感分析": { "children": [ { "基于情感词典的情感分析": { "data": { "uuid": "python-5-1264", "seg": [ [ [ "情感", "词典", "分析", "情感词典" ] ] ], "level": { "min": 0.8898148148148147, "max": 0.8899305555555554 }, "related_data": {} } } }, { "基于深度学习的情感分析": { "data": { "uuid": "python-5-1265", "seg": [ [ [ "深度", "学习", "情感", "分析" ] ] ], "level": { "min": 0.8899305555555554, "max": 0.8900462962962963 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1360", "seg": [ [ [ "情感", "分析" ] ] ], "level": { "min": 0.8898148148148147, "max": 0.8900462962962963 }, "related_data": {} } } }, { "主题模型": { "children": [ { "LSA": { "data": { "uuid": "python-5-1266", "seg": [ [ [ "lsa" ] ] ], "level": { "min": 0.8900462962962963, "max": 0.890162037037037 }, "related_data": {} } } }, { "LDA": { "data": { "uuid": "python-5-1267", "seg": [ [ [ "lda" ] ] ], "level": { "min": 0.890162037037037, "max": 0.8902777777777777 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7427617_53392754@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445702_53424402@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1361", "seg": [ [ [ "主题", "模型", "主题模型" ] ] ], "level": { "min": 0.8900462962962963, "max": 0.8902777777777777 }, "related_data": {} } } }, { "机器翻译": { "children": [ { "IBM统计翻译模型": { "data": { "uuid": "python-5-1268", "seg": [ [ [ "ibm", "统计", "翻译", "模型" ] ] ], "level": { "min": 0.8902777777777777, "max": 0.8903163580246913 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "41306@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7683693@jython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "短语抽取": { "data": { "uuid": "python-5-1269", "seg": [ [ [ "短语", "抽取" ] ] ], "level": { "min": 0.8903163580246913, "max": 0.8903549382716048 }, "related_data": {} } } }, { "语言模型": { "data": { "uuid": "python-5-1270", "seg": [ [ [ "语言", "模型", "语言模型" ] ] ], "level": { "min": 0.8903549382716048, "max": 0.8903935185185184 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_938000_1074700@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_913959_1049059@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_968532_1122119@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_938002_1074698@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1005355_1186937@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_938001_1074699@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_913956_1049167@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_986176_1149650@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_968419_1122345@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1005354_1186938@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_967879_1121086@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7449380_53429640@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "117164747@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "GNMT": { "data": { "uuid": "python-5-1271", "seg": [ [ [ "gnmt" ] ] ], "level": { "min": 0.8903935185185184, "max": 0.8904320987654321 }, "related_data": {} } } }, { "Seq2Seq": { "data": { "uuid": "python-5-1272", "seg": [ [ [ "seq2seq" ] ] ], "level": { "min": 0.8904320987654321, "max": 0.8904706790123456 }, "related_data": {} } } }, { "Transformer": { "data": { "uuid": "python-5-1273", "seg": [ [ [ "trans", "for", "mer" ] ] ], "level": { "min": 0.8904706790123456, "max": 0.8905092592592592 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "74909076@tensorflow@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1362", "seg": [ [ [ "机器翻译" ] ] ], "level": { "min": 0.8902777777777777, "max": 0.8905092592592592 }, "related_data": {} } } }, { "语言模型": { "children": [ { "n-gram": { "data": { "uuid": "python-5-1274", "seg": [ [ [ "n", "gram" ] ] ], "level": { "min": 0.8905092592592592, "max": 0.8905555555555554 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7436006_53407220@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7435995_53407043@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7432940_53402649@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_4646141_29329597@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451396_53432625@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459033_53444899@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7447619_53427557@8", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "Pitman-Yor过程模型": { "data": { "uuid": "python-5-1275", "seg": [ [ [ "pitman", "yor", "过程", "模型", "过程模型" ] ] ], "level": { "min": 0.8905555555555554, "max": 0.8906018518518518 }, "related_data": {} } } }, { "AWD-LSTM": { "data": { "uuid": "python-5-1276", "seg": [ [ [ "awd", "lstm" ] ] ], "level": { "min": 0.8906018518518518, "max": 0.8906481481481481 }, "related_data": {} } } }, { "Transformer-XL": { "data": { "uuid": "python-5-1277", "seg": [ [ [ "trans", "for", "mer", "xl" ] ] ], "level": { "min": 0.8906481481481481, "max": 0.8906944444444445 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "251397@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "15156@jython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Gated CNN": { "data": { "uuid": "python-5-1278", "seg": [ [ [ "gated", "cnn" ] ] ], "level": { "min": 0.8906944444444445, "max": 0.8907407407407407 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1363", "seg": [ [ [ "语言", "模型", "语言模型" ] ] ], "level": { "min": 0.8905092592592592, "max": 0.8907407407407407 }, "related_data": {} } } }, { "智能问答": { "children": [ { "基于知识的问答": { "data": { "uuid": "python-5-1279", "seg": [ [ [ "知识", "问答" ] ] ], "level": { "min": 0.8907407407407407, "max": 0.890798611111111 }, "related_data": {} } } }, { "基于检索的问答": { "data": { "uuid": "python-5-1280", "seg": [ [ [ "检索", "问答" ] ] ], "level": { "min": 0.890798611111111, "max": 0.8908564814814814 }, "related_data": {} } } }, { "阅读理解": { "data": { "uuid": "python-5-1281", "seg": [ [ [ "阅读", "理解" ] ] ], "level": { "min": 0.8908564814814814, "max": 0.8909143518518519 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_742041_783281@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7465161_53451896@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7453990_53436658@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7412159_53363342@8", "cluster_num": 2 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "81253106@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "完形填空": { "data": { "uuid": "python-5-1282", "seg": [ [ [ "完形填空" ] ] ], "level": { "min": 0.8909143518518519, "max": 0.8909722222222222 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1364", "seg": [ [ [ "智能", "问答" ] ] ], "level": { "min": 0.8907407407407407, "max": 0.8909722222222222 }, "related_data": {} } } }, { "智能对话": { "children": [ { "对话行为分类": { "data": { "uuid": "python-5-1283", "seg": [ [ [ "对话", "分类" ] ] ], "level": { "min": 0.8909722222222222, "max": 0.8910108024691358 }, "related_data": {} } } }, { "对话状态跟踪": { "data": { "uuid": "python-5-1284", "seg": [ [ [ "对话", "状态", "跟踪", "对话状态" ] ] ], "level": { "min": 0.8910108024691358, "max": 0.8910493827160493 }, "related_data": {} } } }, { "检索式聊天机器人": { "data": { "uuid": "python-5-1285", "seg": [ [ [ "检索", "聊天", "机器人", "聊天机器人" ] ] ], "level": { "min": 0.8910493827160493, "max": 0.8910879629629629 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "114364504@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "生成式聊天机器人": { "data": { "uuid": "python-5-1286", "seg": [ [ [ "生成式", "聊天", "机器人", "聊天机器人" ] ] ], "level": { "min": 0.8910879629629629, "max": 0.8911265432098765 }, "related_data": {} } } }, { "意图识别": { "data": { "uuid": "python-5-1287", "seg": [ [ [ "意图", "识别" ] ] ], "level": { "min": 0.8911265432098765, "max": 0.89116512345679 }, "related_data": {} } } }, { "槽填充(Slot Filling)": { "data": { "uuid": "python-5-1288", "seg": [ [ [ "槽", "填充", "slot", "filling" ] ] ], "level": { "min": 0.89116512345679, "max": 0.8912037037037036 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1365", "seg": [ [ [ "智能", "对话", "智能对话" ] ] ], "level": { "min": 0.8909722222222222, "max": 0.8912037037037036 }, "related_data": {} } } }, { "语音识别": { "children": [ { "傅里叶变换": { "data": { "uuid": "python-5-1289", "seg": [ [ [ "傅里叶", "变换" ] ] ], "level": { "min": 0.8912037037037036, "max": 0.8912367724867724 }, "related_data": {} } } }, { "声学模型": { "data": { "uuid": "python-5-1290", "seg": [ [ [ "声学", "模型", "声学模型" ] ] ], "level": { "min": 0.8912367724867724, "max": 0.8912698412698412 }, "related_data": {} } } }, { "隐马尔可夫模型": { "data": { "uuid": "python-5-1291", "seg": [ [ [ "隐", "马尔可夫", "模型", "隐马尔可夫", "马尔可夫模型" ] ] ], "level": { "min": 0.8912698412698412, "max": 0.89130291005291 }, "related_data": {} } } }, { "CNN": { "data": { "uuid": "python-5-1292", "seg": [ [ [ "cnn" ] ] ], "level": { "min": 0.89130291005291, "max": 0.8913359788359788 }, "related_data": {} } } }, { "LSTM-HMM": { "data": { "uuid": "python-5-1293", "seg": [ [ [ "lstm", "hmm" ] ] ], "level": { "min": 0.8913359788359788, "max": 0.8913690476190476 }, "related_data": {} } } }, { "神经网络语言模型": { "data": { "uuid": "python-5-1294", "seg": [ [ [ "神经网络", "语言", "模型", "神经网络语言", "语言模型" ] ] ], "level": { "min": 0.8913690476190476, "max": 0.8914021164021164 }, "related_data": {} } } }, { "MFCC": { "data": { "uuid": "python-5-1295", "seg": [ [ [ "mfcc" ] ] ], "level": { "min": 0.8914021164021164, "max": 0.8914351851851852 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1366", "seg": [ [ [ "语音", "识别" ] ] ], "level": { "min": 0.8912037037037036, "max": 0.8914351851851852 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7417263_53372082@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "知识图谱": { "children": [ { "知识图谱构建": { "data": { "uuid": "python-5-1296", "seg": [ [ [ "知识", "图谱", "构建" ] ] ], "level": { "min": 0.8914351851851852, "max": 0.8914930555555556 }, "related_data": {} } } }, { "知识计算": { "data": { "uuid": "python-5-1297", "seg": [ [ [ "知识", "计算" ] ] ], "level": { "min": 0.8914930555555556, "max": 0.8915509259259259 }, "related_data": {} } } }, { "知识存储": { "data": { "uuid": "python-5-1298", "seg": [ [ [ "知识", "存储" ] ] ], "level": { "min": 0.8915509259259259, "max": 0.8916087962962962 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_695112_576951@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443668_53423812@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "知识服务与应用": { "data": { "uuid": "python-5-1299", "seg": [ [ [ "知识", "服务" ], [] ] ], "level": { "min": 0.8916087962962962, "max": 0.8916666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1367", "seg": [ [ [ "知识", "图谱" ] ] ], "level": { "min": 0.8914351851851852, "max": 0.8916666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-3-248", "seg": [ [ [ "自然语言" ] ] ], "level": { "min": 0.8875, "max": 0.8916666666666666 }, "related_data": {} } } }, { "简介": { "children": [ { "为何选择Python": { "data": { "uuid": "python-4-1368", "seg": [ [ [ "选择", "python" ] ] ], "level": { "min": 0.8916666666666666, "max": 0.892361111111111 }, "related_data": {} } } }, { "何时避免使用Python": { "data": { "uuid": "python-4-1369", "seg": [ [ [ "python" ] ] ], "level": { "min": 0.892361111111111, "max": 0.8930555555555555 }, "related_data": {} } } }, { "Python中的面向对象编程": { "data": { "uuid": "python-4-1370", "seg": [ [ [ "python", "面向对象编程" ] ] ], "level": { "min": 0.8930555555555555, "max": 0.8937499999999999 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "109067431@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "在Python中调用其他语言": { "data": { "uuid": "python-4-1371", "seg": [ [ [ "python", "调用", "语言" ] ] ], "level": { "min": 0.8937499999999999, "max": 0.8944444444444444 }, "related_data": {} } } }, { "将Python模型作为微服务": { "data": { "uuid": "python-4-1372", "seg": [ [ [ "python", "模型", "微", "服务" ] ] ], "level": { "min": 0.8944444444444444, "max": 0.8951388888888888 }, "related_data": {} } } }, { "高性能API和并发编程": { "data": { "uuid": "python-4-1373", "seg": [ [ [ "高性能", "api" ], [ "并发", "编程" ] ] ], "level": { "min": 0.8951388888888888, "max": 0.8958333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-249", "seg": [ [ [ "简介" ] ] ], "level": { "min": 0.8916666666666666, "max": 0.8958333333333333 }, "related_data": {} } } }, { "Python结构化数据提取、转换和加载": { "children": [ { "MySQL": { "children": [ { "如何安装MySQLdb": { "data": { "uuid": "python-5-1300", "seg": [ [ [ "安装", "mysqldb" ] ] ], "level": { "min": 0.8958333333333333, "max": 0.8958806818181817 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_689415_557421@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "数据库连接": { "data": { "uuid": "python-5-1301", "seg": [ [ [ "数据库", "连接" ] ] ], "level": { "min": 0.8958806818181817, "max": 0.8959280303030303 }, "related_data": {} } } }, { "INSERT操作": { "data": { "uuid": "python-5-1302", "seg": [ [ [ "insert", "操作" ] ] ], "level": { "min": 0.8959280303030303, "max": 0.8959753787878787 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_751092_804525@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "8348@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "READ操作": { "data": { "uuid": "python-5-1303", "seg": [ [ [ "read", "操作" ] ] ], "level": { "min": 0.8959753787878787, "max": 0.8960227272727272 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_782841_853939@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "DELETE操作": { "data": { "uuid": "python-5-1304", "seg": [ [ [ "delete", "操作" ] ] ], "level": { "min": 0.8960227272727272, "max": 0.8960700757575757 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7484606@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5480347@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "UPDATE操作": { "data": { "uuid": "python-5-1305", "seg": [ [ [ "update", "操作" ] ] ], "level": { "min": 0.8960700757575757, "max": 0.8961174242424241 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7429356_53396206@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7429057_53395503@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "COMMIT操作": { "data": { "uuid": "python-5-1306", "seg": [ [ [ "commit", "操作" ] ] ], "level": { "min": 0.8961174242424241, "max": 0.8961647727272727 }, "related_data": {} } } }, { "ROLL-BACK操作": { "data": { "uuid": "python-5-1307", "seg": [ [ [ "roll", "back", "操作" ] ] ], "level": { "min": 0.8961647727272727, "max": 0.8962121212121211 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1374", "seg": [ [ [ "mysql" ] ] ], "level": { "min": 0.8958333333333333, "max": 0.8962121212121211 }, "related_data": {} } } }, { "Elasticsearch": { "data": { "uuid": "python-4-1375", "seg": [ [ [ "elasticsearch" ] ] ], "level": { "min": 0.8962121212121211, "max": 0.896590909090909 }, "related_data": {} } } }, { "Neo4j Python驱动": { "data": { "uuid": "python-4-1376", "seg": [ [ [ "neo4j", "python", "驱动" ] ] ], "level": { "min": 0.896590909090909, "max": 0.896969696969697 }, "related_data": {} } } }, { "neo4j-rest-client": { "data": { "uuid": "python-4-1377", "seg": [ [ [ "neo4j", "rest", "client" ] ] ], "level": { "min": 0.896969696969697, "max": 0.8973484848484848 }, "related_data": {} } } }, { "内存数据库": { "data": { "uuid": "python-4-1378", "seg": [ [ [ "内存", "数据库", "内存数据库" ] ] ], "level": { "min": 0.8973484848484848, "max": 0.8977272727272727 }, "related_data": {} } } }, { "Python版本MongoDB": { "children": [ { "将数据导入集合": { "data": { "uuid": "python-5-1308", "seg": [ [ [ "数据", "导入", "集合", "将数据" ] ] ], "level": { "min": 0.8977272727272727, "max": 0.897790404040404 }, "related_data": {} } } }, { "使用pymongo创建连接": { "data": { "uuid": "python-5-1309", "seg": [ [ [ "pymongo", "创建", "连接" ] ] ], "level": { "min": 0.897790404040404, "max": 0.8978535353535353 }, "related_data": {} } } }, { "访问数据库对象": { "data": { "uuid": "python-5-1310", "seg": [ [ [ "访问", "数据库", "对象", "数据库对象" ] ] ], "level": { "min": 0.8978535353535353, "max": 0.8979166666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_753300_807726@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "插入数据": { "data": { "uuid": "python-5-1311", "seg": [ [ [ "插入", "数据" ] ] ], "level": { "min": 0.8979166666666667, "max": 0.897979797979798 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_6716309_47578445@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "更新数据": { "data": { "uuid": "python-5-1312", "seg": [ [ [ "更新", "数据", "更新数据" ] ] ], "level": { "min": 0.897979797979798, "max": 0.8980429292929293 }, "related_data": {} } } }, { "删除数据": { "data": { "uuid": "python-5-1313", "seg": [ [ [ "删除", "数据" ] ] ], "level": { "min": 0.8980429292929293, "max": 0.8981060606060606 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_757434_812944@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442837_53419801@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1379", "seg": [ [ [ "python", "版本", "mongodb" ] ] ], "level": { "min": 0.8977272727272727, "max": 0.8981060606060606 }, "related_data": {} } } }, { "Pandas": { "data": { "uuid": "python-4-1380", "seg": [ [ [ "pandas" ] ] ], "level": { "min": 0.8981060606060606, "max": 0.8984848484848484 }, "related_data": {} } } }, { "Python非结构化数据提取、转换和加载": { "children": [ { "电子邮件解析": { "data": { "uuid": "python-5-1314", "seg": [ [ [ "电子邮件", "解析" ] ] ], "level": { "min": 0.8984848484848484, "max": 0.8986742424242424 }, "related_data": {} } } }, { "主题爬取": { "data": { "uuid": "python-5-1315", "seg": [ [ [ "主题", "爬取" ] ] ], "level": { "min": 0.8986742424242424, "max": 0.8988636363636363 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1381", "seg": [ [ [ "python", "非", "结构化", "数据", "提取", "非结构化", "结构化数据" ], [ "转换" ], [ "加载" ] ] ], "level": { "min": 0.8984848484848484, "max": 0.8988636363636363 }, "related_data": {} } } }, { "稳定方差": { "data": { "uuid": "python-4-1382", "seg": [ [ [ "稳定", "方差" ] ] ], "level": { "min": 0.8988636363636363, "max": 0.8992424242424243 }, "related_data": {} } } }, { "使周期效应累加": { "data": { "uuid": "python-4-1383", "seg": [ [ [ "周期", "效应", "累加" ] ] ], "level": { "min": 0.8992424242424243, "max": 0.8996212121212122 }, "related_data": {} } } }, { "使数据呈正态分布": { "data": { "uuid": "python-4-1384", "seg": [ [ [ "数据", "呈", "正态分布" ] ] ], "level": { "min": 0.8996212121212122, "max": 0.9 }, "related_data": {} } } } ], "data": { "uuid": "python-3-250", "seg": [ [ [ "python", "结构化", "数据", "提取", "结构化数据" ], [ "转换" ], [ "加载" ] ] ], "level": { "min": 0.8958333333333333, "max": 0.9 }, "related_data": {} } } }, { "基于Python的监督学习": { "children": [ { "使用Python实现降维": { "children": [ { "相关性分析": { "data": { "uuid": "python-5-1316", "seg": [ [ [ "相关性", "分析" ] ] ], "level": { "min": 0.9, "max": 0.9003472222222222 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1385", "seg": [ [ [ "python", "降维" ] ] ], "level": { "min": 0.9, "max": 0.9003472222222222 }, "related_data": {} } } }, { "使用Python进行分类": { "data": { "uuid": "python-4-1386", "seg": [ [ [ "python", "分类" ] ] ], "level": { "min": 0.9003472222222222, "max": 0.9006944444444445 }, "related_data": {} } } }, { "决策树": { "children": [ { "哪个属性优先": { "data": { "uuid": "python-5-1317", "seg": [ [ [ "属性", "优先" ] ] ], "level": { "min": 0.9006944444444445, "max": 0.9008680555555556 }, "related_data": {} } } }, { "随机森林分类器": { "data": { "uuid": "python-5-1318", "seg": [ [ [ "随机", "森林", "分类器", "随机森林", "森林分类器" ] ] ], "level": { "min": 0.9008680555555556, "max": 0.9010416666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1387", "seg": [ [ [ "决策树" ] ] ], "level": { "min": 0.9006944444444445, "max": 0.9010416666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7425762_53387565@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "朴素贝叶斯分类器": { "data": { "uuid": "python-4-1388", "seg": [ [ [ "朴素", "贝叶斯", "分类器", "朴素贝叶斯", "贝叶斯分类器" ] ] ], "level": { "min": 0.9010416666666667, "max": 0.9013888888888889 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_681473_534568@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "支持向量机": { "data": { "uuid": "python-4-1389", "seg": [ [ [ "支持", "向量", "机", "向量机" ] ] ], "level": { "min": 0.9013888888888889, "max": 0.9017361111111111 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7443094_53420753@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "最近邻分类器": { "data": { "uuid": "python-4-1390", "seg": [ [ [ "邻", "分类器", "邻分类器" ] ] ], "level": { "min": 0.9017361111111111, "max": 0.9020833333333333 }, "related_data": {} } } }, { "情绪分析": { "data": { "uuid": "python-4-1391", "seg": [ [ [ "情绪", "分析" ] ] ], "level": { "min": 0.9020833333333333, "max": 0.9024305555555556 }, "related_data": {} } } }, { "图像识别": { "data": { "uuid": "python-4-1392", "seg": [ [ [ "图像识别" ] ] ], "level": { "min": 0.9024305555555556, "max": 0.9027777777777778 }, "related_data": {} } } }, { "使用Python进行回归": { "children": [ { "最小二乘估计": { "data": { "uuid": "python-5-1319", "seg": [ [ [ "最小", "估计" ] ] ], "level": { "min": 0.9027777777777778, "max": 0.903125 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7425433_53386909@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1393", "seg": [ [ [ "python", "回归" ] ] ], "level": { "min": 0.9027777777777778, "max": 0.903125 }, "related_data": {} } } }, { "分类和回归": { "data": { "uuid": "python-4-1394", "seg": [ [ [ "分类" ], [ "回归" ] ] ], "level": { "min": 0.903125, "max": 0.9034722222222222 }, "related_data": {} } } }, { "使模型高估或低估": { "data": { "uuid": "python-4-1395", "seg": [ [ [ "模型", "高估", "低估" ] ] ], "level": { "min": 0.9034722222222222, "max": 0.9038194444444445 }, "related_data": {} } } }, { "处理分类型数据": { "data": { "uuid": "python-4-1396", "seg": [ [ [ "分", "类型", "数据", "类型数据" ] ] ], "level": { "min": 0.9038194444444445, "max": 0.9041666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-3-251", "seg": [ [ [ "python", "监督", "学习" ] ] ], "level": { "min": 0.9, "max": 0.9041666666666667 }, "related_data": {} } } }, { "无监督学习—聚类": { "children": [ { "K均值聚类": { "data": { "uuid": "python-4-1397", "seg": [ [ [ "k", "均值", "聚类", "均值聚类" ] ] ], "level": { "min": 0.9041666666666667, "max": 0.905 }, "related_data": {} } } }, { "选择K—肘部法则": { "data": { "uuid": "python-4-1398", "seg": [ [ [ "选择", "k", "肘部", "法则", "肘部法则" ] ] ], "level": { "min": 0.905, "max": 0.9058333333333334 }, "related_data": {} } } }, { "距离或相似性度量": { "children": [ { "属性": { "data": { "uuid": "python-5-1320", "seg": [ [ [ "属性" ] ] ], "level": { "min": 0.9058333333333334, "max": 0.9060416666666666 }, "related_data": {} } } }, { "一般及欧氏距离": { "data": { "uuid": "python-5-1321", "seg": [ [ [], [ "欧氏", "距离", "欧氏距离" ] ] ], "level": { "min": 0.9060416666666666, "max": 0.90625 }, "related_data": {} } } }, { "平方欧氏距离": { "data": { "uuid": "python-5-1322", "seg": [ [ [ "平方", "欧氏", "距离", "欧氏距离" ] ] ], "level": { "min": 0.90625, "max": 0.9064583333333334 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7425190_53386476@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "字符串之间的编辑距离": { "data": { "uuid": "python-5-1323", "seg": [ [ [ "字符串", "编辑", "距离", "编辑距离" ] ] ], "level": { "min": 0.9064583333333334, "max": 0.9066666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1399", "seg": [ [ [ "距离", "相似性", "度量", "相似性度量" ] ] ], "level": { "min": 0.9058333333333334, "max": 0.9066666666666666 }, "related_data": {} } } }, { "文档上下文的相似性": { "data": { "uuid": "python-4-1400", "seg": [ [ [ "文档", "上下文", "相似性" ] ] ], "level": { "min": 0.9066666666666666, "max": 0.9075 }, "related_data": {} } } }, { "如何判断聚类结果是否良好": { "data": { "uuid": "python-4-1401", "seg": [ [ [ "判断", "聚类", "聚类结果" ] ] ], "level": { "min": 0.9075, "max": 0.9083333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-252", "seg": [ [ [ "监督", "学习", "聚类" ] ] ], "level": { "min": 0.9041666666666667, "max": 0.9083333333333333 }, "related_data": {} } } }, { "时间序列": { "children": [ { "变化的分类": { "data": { "uuid": "python-4-1402", "seg": [ [ [ "变化", "分类" ] ] ], "level": { "min": 0.9083333333333333, "max": 0.90875 }, "related_data": {} } } }, { "包含趋势的序列分析": { "children": [ { "曲线拟合": { "data": { "uuid": "python-5-1324", "seg": [ [ [ "曲线拟合" ] ] ], "level": { "min": 0.90875, "max": 0.9089583333333333 }, "related_data": {} } } }, { "从时间序列中去除趋势": { "data": { "uuid": "python-5-1325", "seg": [ [ [ "时间", "序列", "去除", "趋势", "时间序列" ] ] ], "level": { "min": 0.9089583333333333, "max": 0.9091666666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7439531_53414091@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1403", "seg": [ [ [ "包含", "趋势", "序列", "分析" ] ] ], "level": { "min": 0.90875, "max": 0.9091666666666667 }, "related_data": {} } } }, { "包含周期性的序列数据分析": { "data": { "uuid": "python-4-1404", "seg": [ [ [ "包含", "周期性", "序列", "数据分析" ] ] ], "level": { "min": 0.9091666666666667, "max": 0.9095833333333333 }, "related_data": {} } } }, { "从时间序列中去除周期性": { "children": [ { "滤波": { "data": { "uuid": "python-5-1326", "seg": [ [ [ "滤波" ] ] ], "level": { "min": 0.9095833333333333, "max": 0.9097916666666667 }, "related_data": {} } } }, { "差分": { "data": { "uuid": "python-5-1327", "seg": [ [ [ "差分" ] ] ], "level": { "min": 0.9097916666666667, "max": 0.91 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1405", "seg": [ [ [ "时间", "序列", "去除", "周期性", "时间序列" ] ] ], "level": { "min": 0.9095833333333333, "max": 0.91 }, "related_data": {} } } }, { "平稳时间序列": { "children": [ { "平稳过程": { "data": { "uuid": "python-5-1328", "seg": [ [ [ "平稳", "过程" ] ] ], "level": { "min": 0.91, "max": 0.9101388888888889 }, "related_data": {} } } }, { "自相关和相关图": { "data": { "uuid": "python-5-1329", "seg": [ [ [ "相关" ], [ "相关", "图" ] ] ], "level": { "min": 0.9101388888888889, "max": 0.9102777777777777 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_772501_835791@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_769960_831242@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452373_53434330@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7432790_53402324@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7415394_53368798@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7396616_53340547@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7422252_53379719@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "111649958@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "自协方差和自相关函数的估计": { "data": { "uuid": "python-5-1330", "seg": [ [ [ "协方差" ], [ "相关", "函数", "估计" ] ] ], "level": { "min": 0.9102777777777777, "max": 0.9104166666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1406", "seg": [ [ [ "平稳", "时间", "序列", "时间序列" ] ] ], "level": { "min": 0.91, "max": 0.9104166666666667 }, "related_data": {} } } }, { "使用Python进行时间序列分析": { "children": [ { "有用的方法": { "data": { "uuid": "python-5-1331", "seg": [ [ [ "有用", "方法" ] ] ], "level": { "min": 0.9104166666666667, "max": 0.9105555555555556 }, "related_data": {} } } }, { "自回归过程": { "data": { "uuid": "python-5-1332", "seg": [ [ [ "回归", "过程" ] ] ], "level": { "min": 0.9105555555555556, "max": 0.9106944444444444 }, "related_data": {} } } }, { "估计AR过程的参数": { "data": { "uuid": "python-5-1333", "seg": [ [ [ "估计", "ar", "过程", "参数" ] ] ], "level": { "min": 0.9106944444444444, "max": 0.9108333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1407", "seg": [ [ [ "python", "时间", "序列", "分析", "时间序列" ] ] ], "level": { "min": 0.9104166666666667, "max": 0.9108333333333333 }, "related_data": {} } } }, { "混合ARMA模型": { "data": { "uuid": "python-4-1408", "seg": [ [ [ "混合", "arma", "模型" ] ] ], "level": { "min": 0.9108333333333333, "max": 0.91125 }, "related_data": {} } } }, { "集成ARMA模型": { "data": { "uuid": "python-4-1409", "seg": [ [ [ "集成", "arma", "模型" ] ] ], "level": { "min": 0.91125, "max": 0.9116666666666666 }, "related_data": {} } } }, { "一个特殊的场景": { "data": { "uuid": "python-4-1410", "seg": [ [ [ "场景" ] ] ], "level": { "min": 0.9116666666666666, "max": 0.9120833333333334 }, "related_data": {} } } }, { "数据缺失": { "data": { "uuid": "python-4-1411", "seg": [ [ [ "数据", "缺失" ] ] ], "level": { "min": 0.9120833333333334, "max": 0.9125 }, "related_data": {} } } } ], "data": { "uuid": "python-3-253", "seg": [ [ [ "时间", "序列", "时间序列" ] ] ], "level": { "min": 0.9083333333333333, "max": 0.9125 }, "related_data": {} } } }, { "大数据分析": { "children": [ { "Hadoop": { "children": [ { "MapReduce编程": { "data": { "uuid": "python-5-1334", "seg": [ [ [ "mapreduce", "编程" ] ] ], "level": { "min": 0.9125, "max": 0.9127083333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7414249_53367702@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7638935@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "partitioning函数": { "data": { "uuid": "python-5-1335", "seg": [ [ [ "partitioning", "函数" ] ] ], "level": { "min": 0.9127083333333333, "max": 0.9129166666666667 }, "related_data": {} } } }, { "combiner函数": { "data": { "uuid": "python-5-1336", "seg": [ [ [ "combiner", "函数" ] ] ], "level": { "min": 0.9129166666666667, "max": 0.913125 }, "related_data": {} } } }, { "HDFS文件系统": { "data": { "uuid": "python-5-1337", "seg": [ [ [ "hdfs", "文件系统" ] ] ], "level": { "min": 0.913125, "max": 0.9133333333333333 }, "related_data": {} } } }, { "MapReduce设计模式": { "data": { "uuid": "python-5-1338", "seg": [ [ [ "mapreduce", "设计模式" ] ] ], "level": { "min": 0.9133333333333333, "max": 0.9135416666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1412", "seg": [ [ [ "hadoop" ] ] ], "level": { "min": 0.9125, "max": 0.9135416666666667 }, "related_data": {} } } }, { "Spark": { "data": { "uuid": "python-4-1413", "seg": [ [ [ "spark" ] ] ], "level": { "min": 0.9135416666666667, "max": 0.9145833333333333 }, "related_data": {} } } }, { "云分析": { "data": { "uuid": "python-4-1414", "seg": [ [ [ "云", "分析" ] ] ], "level": { "min": 0.9145833333333333, "max": 0.9156249999999999 }, "related_data": {} } } }, { "物联网": { "data": { "uuid": "python-4-1415", "seg": [ [ [ "联网" ] ] ], "level": { "min": 0.9156249999999999, "max": 0.9166666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-3-254", "seg": [ [ [ "数据分析" ] ] ], "level": { "min": 0.9125, "max": 0.9166666666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7448381_53428538@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-2-15", "seg": [ [ [ "人工智能" ] ] ], "level": { "min": 0.875, "max": 0.9166666666666666 }, "related_data": {} } } }, { "高级教程": { "children": [ { "原理与哲学": { "children": [ { "Python之禅": { "children": [ { "优美胜于丑陋": { "data": { "uuid": "python-5-1339", "seg": [ [ [ "优美", "胜", "丑陋" ] ] ], "level": { "min": 0.9166666666666666, "max": 0.9166979949874686 }, "related_data": {} } } }, { "明了胜于晦涩": { "data": { "uuid": "python-5-1340", "seg": [ [ [ "明", "胜于", "晦涩" ] ] ], "level": { "min": 0.9166979949874686, "max": 0.9167293233082706 }, "related_data": {} } } }, { "简洁胜于复杂": { "data": { "uuid": "python-5-1341", "seg": [ [ [ "简洁", "胜" ] ] ], "level": { "min": 0.9167293233082706, "max": 0.9167606516290726 }, "related_data": {} } } }, { "复杂胜于难以理解": { "data": { "uuid": "python-5-1342", "seg": [ [ [ "胜", "难以", "理解", "难以理解" ] ] ], "level": { "min": 0.9167606516290726, "max": 0.9167919799498746 }, "related_data": {} } } }, { "扁平胜于嵌套": { "data": { "uuid": "python-5-1343", "seg": [ [ [ "扁平", "胜", "嵌套" ] ] ], "level": { "min": 0.9167919799498746, "max": 0.9168233082706767 }, "related_data": {} } } }, { "宽松胜于紧凑": { "data": { "uuid": "python-5-1344", "seg": [ [ [ "宽松", "胜", "紧凑" ] ] ], "level": { "min": 0.9168233082706767, "max": 0.9168546365914787 }, "related_data": {} } } }, { "可读性很重要": { "data": { "uuid": "python-5-1345", "seg": [ [ [ "可读性" ] ] ], "level": { "min": 0.9168546365914787, "max": 0.9168859649122807 }, "related_data": {} } } }, { "即便是特例,也不可违背这些规则": { "data": { "uuid": "python-5-1346", "seg": [ [ [ "特例", "违背", "规则", "也不可" ] ] ], "level": { "min": 0.9168859649122807, "max": 0.9169172932330827 }, "related_data": {} } } }, { "实用性胜于纯粹性": { "data": { "uuid": "python-5-1347", "seg": [ [ [ "实用性", "胜", "性" ] ] ], "level": { "min": 0.9169172932330827, "max": 0.9169486215538847 }, "related_data": {} } } }, { "错误永远不应该悄无声息地过去": { "data": { "uuid": "python-5-1348", "seg": [ [ [ "永远", "悄无声息", "不应该" ] ] ], "level": { "min": 0.9169486215538847, "max": 0.9169799498746867 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7446667_53426144@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "除非明确地沉默": { "data": { "uuid": "python-5-1349", "seg": [ [ [ "沉默" ] ] ], "level": { "min": 0.9169799498746867, "max": 0.9170112781954887 }, "related_data": {} } } }, { "面对模棱两可的情况,拒绝猜测的诱惑": { "data": { "uuid": "python-5-1350", "seg": [ [ [ "面对", "模棱两可", "情况", "拒绝", "猜测", "诱惑" ] ] ], "level": { "min": 0.9170112781954887, "max": 0.9170426065162907 }, "related_data": {} } } }, { "应该有一种(最好只有一种)显而易见的方法": { "data": { "uuid": "python-5-1351", "seg": [ [ [ "显而易见", "方法" ] ] ], "level": { "min": 0.9170426065162907, "max": 0.9170739348370927 }, "related_data": {} } } }, { "尽管这种方式起初可能并不明显,除非你是荷兰人": { "data": { "uuid": "python-5-1352", "seg": [ [ [ "方式", "荷兰人", "起初可能" ] ] ], "level": { "min": 0.9170739348370927, "max": 0.9171052631578946 }, "related_data": {} } } }, { "做比不做要好": { "data": { "uuid": "python-5-1353", "seg": [ [ [ "做比", "做", "不做" ] ] ], "level": { "min": 0.9171052631578946, "max": 0.9171365914786967 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7449321_53429361@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7435343_53405838@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433477_53403730@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7433911_53404257@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444492_53422658@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7446689_53426255@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441250_53417127@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455044_53437782@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_950378_1091886@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459286_53444141@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7441681_53417944@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442804_53419799@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431171_53399153@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7428451_53394410@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_726244_732376@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7453121_53435664@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433183_53403083@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7452754_53435050@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445987_53425033@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452435_53434522@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7453459_53436284@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438548_53411945@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7438188_53411643@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "不假思索就动手还不如不做": { "data": { "uuid": "python-5-1354", "seg": [ [ [ "不假思索", "动手", "做", "就动手", "不做" ] ] ], "level": { "min": 0.9171365914786967, "max": 0.9171679197994987 }, "related_data": {} } } }, { "如果实现难以解释,那就是一个糟糕的想法": { "data": { "uuid": "python-5-1355", "seg": [ [ [ "难以", "糟糕", "想法", "难以解释" ] ] ], "level": { "min": 0.9171679197994987, "max": 0.9171992481203007 }, "related_data": {} } } }, { "如果实现容易解释,则可能是一个好主意": { "data": { "uuid": "python-5-1356", "seg": [ [ [ "主意", "则可能" ] ] ], "level": { "min": 0.9171992481203007, "max": 0.9172305764411027 }, "related_data": {} } } }, { "命名空间是一个很棒的想法,让我们做更多这样的事情吧": { "data": { "uuid": "python-5-1357", "seg": [ [ [ "命名", "空间", "很棒", "想法", "做", "事情", "命名空间" ] ] ], "level": { "min": 0.9172305764411027, "max": 0.9172619047619047 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1416", "seg": [ [ [ "python", "禅" ] ] ], "level": { "min": 0.9166666666666666, "max": 0.9172619047619047 }, "related_data": {} } } }, { "不要重复自己": { "data": { "uuid": "python-4-1417", "seg": [ [ [ "重复" ] ] ], "level": { "min": 0.9172619047619047, "max": 0.9178571428571428 }, "related_data": {} } } }, { "松耦合": { "data": { "uuid": "python-4-1418", "seg": [ [ [ "松", "耦合" ] ] ], "level": { "min": 0.9178571428571428, "max": 0.9184523809523809 }, "related_data": {} } } }, { "武士原则": { "data": { "uuid": "python-4-1419", "seg": [ [ [ "武士", "原则", "武士原则" ] ] ], "level": { "min": 0.9184523809523809, "max": 0.919047619047619 }, "related_data": {} } } }, { "帕累托原则": { "data": { "uuid": "python-4-1420", "seg": [ [ [ "帕累托", "原则", "帕累托原则" ] ] ], "level": { "min": 0.919047619047619, "max": 0.9196428571428571 }, "related_data": {} } } }, { "稳健性原则": { "data": { "uuid": "python-4-1421", "seg": [ [ [ "稳健性", "原则", "稳健性原则" ] ] ], "level": { "min": 0.9196428571428571, "max": 0.9202380952380952 }, "related_data": {} } } }, { "向后兼容性": { "data": { "uuid": "python-4-1422", "seg": [ [ [ "兼容性" ] ] ], "level": { "min": 0.9202380952380952, "max": 0.9208333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-255", "seg": [ [ [ "原理" ], [ "哲学" ] ] ], "level": { "min": 0.9166666666666666, "max": 0.9208333333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7456886_53440969@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "基础知识": { "children": [ { "总体概念": { "children": [ { "迭代": { "data": { "uuid": "python-5-1358", "seg": [ [ [ "迭代" ] ] ], "level": { "min": 0.9208333333333333, "max": 0.9210648148148147 }, "related_data": {} } } }, { "缓存": { "data": { "uuid": "python-5-1359", "seg": [ [ [ "缓存" ] ] ], "level": { "min": 0.9210648148148147, "max": 0.9212962962962963 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_940317_1078150@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "透明度": { "data": { "uuid": "python-5-1360", "seg": [ [ [ "透明度" ] ] ], "level": { "min": 0.9212962962962963, "max": 0.9215277777777777 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "94036248@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1423", "seg": [ [ [ "总体", "概念", "总体概念" ] ] ], "level": { "min": 0.9208333333333333, "max": 0.9215277777777777 }, "related_data": {} } } }, { "流程控制": { "children": [ { "捕获异常": { "data": { "uuid": "python-5-1361", "seg": [ [ [ "捕获", "异常" ] ] ], "level": { "min": 0.9215277777777777, "max": 0.9216269841269841 }, "related_data": {} } } }, { "异常链": { "data": { "uuid": "python-5-1362", "seg": [ [ [ "异常", "链", "异常链" ] ] ], "level": { "min": 0.9216269841269841, "max": 0.9217261904761904 }, "related_data": {} } } }, { "当一切顺利的时候": { "data": { "uuid": "python-5-1363", "seg": [ [ [ "一切顺利" ] ] ], "level": { "min": 0.9217261904761904, "max": 0.9218253968253968 }, "related_data": {} } } }, { "继续执行,无论异常如何": { "data": { "uuid": "python-5-1364", "seg": [ [ [ "继续执行", "异常" ] ] ], "level": { "min": 0.9218253968253968, "max": 0.9219246031746031 }, "related_data": {} } } }, { "优化循环": { "data": { "uuid": "python-5-1365", "seg": [ [ [ "优化", "循环" ] ] ], "level": { "min": 0.9219246031746031, "max": 0.9220238095238095 }, "related_data": {} } } }, { "with语句": { "data": { "uuid": "python-5-1366", "seg": [ [ [ "with", "语句" ] ] ], "level": { "min": 0.9220238095238095, "max": 0.9221230158730158 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_564848_439784@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_715560_707908@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "条件表达式": { "data": { "uuid": "python-5-1367", "seg": [ [ [ "条件", "表达式", "条件表达式" ] ] ], "level": { "min": 0.9221230158730158, "max": 0.9222222222222222 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1424", "seg": [ [ [ "流程", "控制" ] ] ], "level": { "min": 0.9215277777777777, "max": 0.9222222222222222 }, "related_data": {} } } }, { "迭代": { "children": [ { "序列解包": { "data": { "uuid": "python-5-1368", "seg": [ [ [ "序列", "解包" ] ] ], "level": { "min": 0.9222222222222222, "max": 0.9223214285714285 }, "related_data": {} } } }, { "列表解析式": { "data": { "uuid": "python-5-1369", "seg": [ [ [ "列表", "解析" ] ] ], "level": { "min": 0.9223214285714285, "max": 0.9224206349206349 }, "related_data": {} } } }, { "生成器表达式": { "data": { "uuid": "python-5-1370", "seg": [ [ [ "生成器", "表达式" ] ] ], "level": { "min": 0.9224206349206349, "max": 0.9225198412698412 }, "related_data": {} } } }, { "集合解析式": { "data": { "uuid": "python-5-1371", "seg": [ [ [ "集合", "解析" ] ] ], "level": { "min": 0.9225198412698412, "max": 0.9226190476190476 }, "related_data": {} } } }, { "字典解析式": { "data": { "uuid": "python-5-1372", "seg": [ [ [ "字典", "解析" ] ] ], "level": { "min": 0.9226190476190476, "max": 0.9227182539682539 }, "related_data": {} } } }, { "将迭代器链接在一起": { "data": { "uuid": "python-5-1373", "seg": [ [ [ "迭代", "器", "链接", "将迭代", "器链接" ] ] ], "level": { "min": 0.9227182539682539, "max": 0.9228174603174603 }, "related_data": {} } } }, { "将迭代器压缩在一起": { "data": { "uuid": "python-5-1374", "seg": [ [ [ "迭代", "器", "压缩", "将迭代" ] ] ], "level": { "min": 0.9228174603174603, "max": 0.9229166666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1425", "seg": [ [ [ "迭代" ] ] ], "level": { "min": 0.9222222222222222, "max": 0.9229166666666666 }, "related_data": {} } } }, { "容器数据类型": { "children": [ { "集合": { "data": { "uuid": "python-5-1375", "seg": [ [ [ "集合" ] ] ], "level": { "min": 0.9229166666666666, "max": 0.9230902777777777 }, "related_data": {} } } }, { "命名元组": { "data": { "uuid": "python-5-1376", "seg": [ [ [ "命名", "元组", "命名元组" ] ] ], "level": { "min": 0.9230902777777777, "max": 0.9232638888888889 }, "related_data": {} } } }, { "有序字典": { "data": { "uuid": "python-5-1377", "seg": [ [ [ "有序", "字典", "有序字典" ] ] ], "level": { "min": 0.9232638888888889, "max": 0.9234374999999999 }, "related_data": {} } } }, { "带有默认值的字典": { "data": { "uuid": "python-5-1378", "seg": [ [ [ "带有", "默认值", "字典" ] ] ], "level": { "min": 0.9234374999999999, "max": 0.923611111111111 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7453924_53436598@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1426", "seg": [ [ [ "容器", "数据类型", "容器数据类型" ] ] ], "level": { "min": 0.9229166666666666, "max": 0.923611111111111 }, "related_data": {} } } }, { "导入代码": { "children": [ { "回退(备用)导入": { "data": { "uuid": "python-5-1379", "seg": [ [ [ "回退", "备用", "导入" ] ] ], "level": { "min": 0.923611111111111, "max": 0.9237268518518518 }, "related_data": {} } } }, { "从即将发布的版本中导入": { "data": { "uuid": "python-5-1380", "seg": [ [ [ "发布", "版本", "导入", "即将发布" ] ] ], "level": { "min": 0.9237268518518518, "max": 0.9238425925925925 }, "related_data": {} } } }, { "使用__all__进行自定义导入": { "data": { "uuid": "python-5-1381", "seg": [ [ [ "all", "自定义", "导入" ] ] ], "level": { "min": 0.9238425925925925, "max": 0.9239583333333332 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_4644978_29327026@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "相对导入": { "data": { "uuid": "python-5-1382", "seg": [ [ [ "导入", "相对导入" ] ] ], "level": { "min": 0.9239583333333332, "max": 0.924074074074074 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_760899_818200@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "__import__函数": { "data": { "uuid": "python-5-1383", "seg": [ [ [ "import", "函数" ] ] ], "level": { "min": 0.924074074074074, "max": 0.9241898148148148 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "102766325@scipy@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100047808@scipy@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "importlib模块": { "data": { "uuid": "python-5-1384", "seg": [ [ [ "importlib", "模块" ] ] ], "level": { "min": 0.9241898148148148, "max": 0.9243055555555555 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1427", "seg": [ [ [ "导入" ] ] ], "level": { "min": 0.923611111111111, "max": 0.9243055555555555 }, "related_data": {} } } }, { "令人兴奋的Python扩展:NIST的随机数信标": { "children": [ { "如何安装NIST信标库": { "data": { "uuid": "python-5-1385", "seg": [ [ [ "安装", "nist", "信标", "库", "信标库" ] ] ], "level": { "min": 0.9243055555555555, "max": 0.9243312757201645 }, "related_data": {} } } }, { "示例:获取值": { "data": { "uuid": "python-5-1386", "seg": [ [ [ "示例" ] ], [ [ "获取", "值" ] ] ], "level": { "min": 0.9243312757201645, "max": 0.9243569958847736 }, "related_data": {} } } }, { "示例:模拟抛硬币并记录每次正反面的结果": { "data": { "uuid": "python-5-1387", "seg": [ [ [ "示例" ] ], [ [ "模拟", "硬币", "记录", "正反面" ] ] ], "level": { "min": 0.9243569958847736, "max": 0.9243827160493826 }, "related_data": {} } } }, { "安装Pandas和matplotlib": { "data": { "uuid": "python-5-1388", "seg": [ [ [ "安装", "pandas" ], [ "matplotlib" ] ] ], "level": { "min": 0.9243827160493826, "max": 0.9244084362139917 }, "related_data": {} } } }, { "创建文本文件": { "data": { "uuid": "python-5-1389", "seg": [ [ [ "创建", "文本文件" ] ] ], "level": { "min": 0.9244084362139917, "max": 0.9244341563786007 }, "related_data": {} } } }, { "使用Pandas显示数据": { "data": { "uuid": "python-5-1390", "seg": [ [ [ "pandas", "显示", "数据" ] ] ], "level": { "min": 0.9244341563786007, "max": 0.9244598765432098 }, "related_data": {} } } }, { "进行一些数据分析": { "data": { "uuid": "python-5-1391", "seg": [ [ [ "数据分析" ] ] ], "level": { "min": 0.9244598765432098, "max": 0.9244855967078188 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "81157884@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用matplotlib进行绘图": { "data": { "uuid": "python-5-1392", "seg": [ [ [ "matplotlib", "绘图" ] ] ], "level": { "min": 0.9244855967078188, "max": 0.9245113168724279 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "82799573@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "图表的类型": { "data": { "uuid": "python-5-1393", "seg": [ [ [ "图表", "类型" ] ] ], "level": { "min": 0.9245113168724279, "max": 0.9245370370370369 }, "related_data": {} } } }, { "安装Scrapy": { "data": { "uuid": "python-5-1394", "seg": [ [ [ "安装", "scrapy" ] ] ], "level": { "min": 0.9245370370370369, "max": 0.924562757201646 }, "related_data": {} } } }, { "运行Scrapy": { "data": { "uuid": "python-5-1395", "seg": [ [ [ "运行", "scrapy" ] ] ], "level": { "min": 0.924562757201646, "max": 0.924588477366255 }, "related_data": {} } } }, { "使用Scrapy获取Web数据": { "data": { "uuid": "python-5-1396", "seg": [ [ [ "scrapy", "获取", "web", "数据" ] ] ], "level": { "min": 0.924588477366255, "max": 0.9246141975308642 }, "related_data": {} } } }, { "通过Scrapy浏览网页": { "data": { "uuid": "python-5-1397", "seg": [ [ [ "scrapy", "浏览", "网页" ] ] ], "level": { "min": 0.9246141975308642, "max": 0.9246399176954732 }, "related_data": {} } } }, { "shell选项": { "data": { "uuid": "python-5-1398", "seg": [ [ [ "shell", "选项" ] ] ], "level": { "min": 0.9246399176954732, "max": 0.9246656378600823 }, "related_data": {} } } }, { "安装Beautiful Soup": { "data": { "uuid": "python-5-1399", "seg": [ [ [ "安装", "beaut", "if", "ul", "soup" ] ] ], "level": { "min": 0.9246656378600823, "max": 0.9246913580246913 }, "related_data": {} } } }, { "使用Beautiful Soup": { "data": { "uuid": "python-5-1400", "seg": [ [ [ "beaut", "if", "ul", "soup" ] ] ], "level": { "min": 0.9246913580246913, "max": 0.9247170781893004 }, "related_data": {} } } }, { "如何安装feedparser库": { "data": { "uuid": "python-5-1401", "seg": [ [ [ "安装", "feedparser", "库" ] ] ], "level": { "min": 0.9247170781893004, "max": 0.9247427983539094 }, "related_data": {} } } }, { "如何使用feedparser库": { "data": { "uuid": "python-5-1402", "seg": [ [ [ "feedparser", "库" ] ] ], "level": { "min": 0.9247427983539094, "max": 0.9247685185185185 }, "related_data": {} } } }, { "安装NumPy": { "data": { "uuid": "python-5-1403", "seg": [ [ [ "安装", "numpy" ] ] ], "level": { "min": 0.9247685185185185, "max": 0.9247942386831275 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "78491288@numpy@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用NumPy": { "data": { "uuid": "python-5-1404", "seg": [ [ [ "numpy" ] ] ], "level": { "min": 0.9247942386831275, "max": 0.9248199588477366 }, "related_data": {} } } }, { "使用NumPy数组": { "data": { "uuid": "python-5-1405", "seg": [ [ [ "numpy", "数组" ] ] ], "level": { "min": 0.9248199588477366, "max": 0.9248456790123456 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "51445390@numpy@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "统计度量": { "data": { "uuid": "python-5-1406", "seg": [ [ [ "统计", "度量" ] ] ], "level": { "min": 0.9248456790123456, "max": 0.9248713991769547 }, "related_data": {} } } }, { "如何安装Pillow库": { "data": { "uuid": "python-5-1407", "seg": [ [ [ "安装", "pillow", "库" ] ] ], "level": { "min": 0.9248713991769547, "max": 0.9248971193415637 }, "related_data": {} } } }, { "图像显示:确定文件的大小和类型并显示": { "data": { "uuid": "python-5-1408", "seg": [ [ [ "图像", "显示" ] ], [ [ "文件", "大小" ], [ "类型", "显示" ] ] ], "level": { "min": 0.9248971193415637, "max": 0.9249228395061728 }, "related_data": {} } } }, { "图像处理:裁剪图像的一部分": { "data": { "uuid": "python-5-1409", "seg": [ [ [ "图像处理" ] ], [ [ "裁剪", "图像" ] ] ], "level": { "min": 0.9249228395061728, "max": 0.9249485596707818 }, "related_data": {} } } }, { "随机数": { "data": { "uuid": "python-5-1410", "seg": [ [ [ "随机数" ] ] ], "level": { "min": 0.9249485596707818, "max": 0.9249742798353909 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7436311_53407961@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_757801_813436@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "密码生成器": { "data": { "uuid": "python-5-1411", "seg": [ [ [ "密码", "生成器" ] ] ], "level": { "min": 0.9249742798353909, "max": 0.9249999999999999 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1428", "seg": [ [ [ "令人兴奋", "python", "扩展" ] ], [ [ "nist", "随机数", "信标" ] ] ], "level": { "min": 0.9243055555555555, "max": 0.9249999999999999 }, "related_data": {} } } } ], "data": { "uuid": "python-3-256", "seg": [ [ [ "基础知识" ] ] ], "level": { "min": 0.9208333333333333, "max": 0.9249999999999999 }, "related_data": {} } } }, { "函数": { "children": [ { "参数": { "children": [ { "规划时的灵活性": { "data": { "uuid": "python-5-1412", "seg": [ [ [ "规划", "灵活性", "规划时" ] ] ], "level": { "min": 0.9249999999999999, "max": 0.9250992063492063 }, "related_data": {} } } }, { "可变位置参数": { "data": { "uuid": "python-5-1413", "seg": [ [ [ "可变", "位置", "参数" ] ] ], "level": { "min": 0.9250992063492063, "max": 0.9251984126984126 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7425110_53386302@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456545_53440359@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7399447_53346657@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "可变关键字参数": { "data": { "uuid": "python-5-1414", "seg": [ [ [ "可变", "关键字", "参数", "关键字参数" ] ] ], "level": { "min": 0.9251984126984126, "max": 0.925297619047619 }, "related_data": {} } } }, { "组合不同类型的参数": { "data": { "uuid": "python-5-1415", "seg": [ [ [ "组合", "类型", "参数" ] ] ], "level": { "min": 0.925297619047619, "max": 0.9253968253968253 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7414950_53368159@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "调用具有可变参数的函数": { "data": { "uuid": "python-5-1416", "seg": [ [ [ "调用", "可变", "参数", "函数" ] ] ], "level": { "min": 0.9253968253968253, "max": 0.9254960317460317 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_697921_584217@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7400569_53348550@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "传递参数": { "data": { "uuid": "python-5-1417", "seg": [ [ [ "传递", "参数" ] ] ], "level": { "min": 0.9254960317460317, "max": 0.925595238095238 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_661908_477269@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_683841_540603@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426094_53388825@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408842_53359041@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7462931_53448753@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7436298_53407886@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1102041_1316448@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_665808_483661@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1101907_1316391@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_691682_564613@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7447049_53427678@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7427981_53393276@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1101607_1316107@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "自省": { "data": { "uuid": "python-5-1418", "seg": [ [ [] ] ], "level": { "min": 0.925595238095238, "max": 0.9256944444444444 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1429", "seg": [ [ [ "参数" ] ] ], "level": { "min": 0.9249999999999999, "max": 0.9256944444444444 }, "related_data": {} } } }, { "装饰器": { "children": [ { "闭包": { "data": { "uuid": "python-5-1419", "seg": [ [ [ "闭", "包" ] ] ], "level": { "min": 0.9256944444444444, "max": 0.9258680555555555 }, "related_data": {} } } }, { "包装器": { "data": { "uuid": "python-5-1420", "seg": [ [ [ "包装", "器" ] ] ], "level": { "min": 0.9258680555555555, "max": 0.9260416666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7456975_53441583@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "112996678@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "带参数的装饰器": { "data": { "uuid": "python-5-1421", "seg": [ [ [ "带", "参数", "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.9260416666666667, "max": 0.9262152777777777 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7439759_53414855@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "带参数或不带参数的装饰器": { "data": { "uuid": "python-5-1422", "seg": [ [ [ "带", "参数", "装饰", "器", "不带", "装饰器" ] ] ], "level": { "min": 0.9262152777777777, "max": 0.9263888888888888 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1430", "seg": [ [ [ "装饰", "器", "装饰器" ] ] ], "level": { "min": 0.9256944444444444, "max": 0.9263888888888888 }, "related_data": {} } } }, { "函数注解": { "children": [ { "提取样板": { "data": { "uuid": "python-5-1423", "seg": [ [ [ "提取", "样板" ] ] ], "level": { "min": 0.9263888888888888, "max": 0.926736111111111 }, "related_data": {} } } }, { "用装饰器进行注解": { "data": { "uuid": "python-5-1424", "seg": [ [ [ "装饰", "器", "注解", "装饰器" ] ] ], "level": { "min": 0.926736111111111, "max": 0.9270833333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1431", "seg": [ [ [ "函数", "注解" ] ] ], "level": { "min": 0.9263888888888888, "max": 0.9270833333333333 }, "related_data": {} } } }, { "生成器": { "data": { "uuid": "python-4-1432", "seg": [ [ [ "生成器" ] ] ], "level": { "min": 0.9270833333333333, "max": 0.9277777777777777 }, "related_data": {} } } }, { "lambda": { "data": { "uuid": "python-4-1433", "seg": [ [ [ "lambda" ] ] ], "level": { "min": 0.9277777777777777, "max": 0.9284722222222221 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_695393_577863@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "自省": { "children": [ { "标识对象类型": { "data": { "uuid": "python-5-1425", "seg": [ [ [ "标识", "对象", "类型", "标识对象", "对象类型" ] ] ], "level": { "min": 0.9284722222222221, "max": 0.9287037037037036 }, "related_data": {} } } }, { "模块和软件包": { "data": { "uuid": "python-5-1426", "seg": [ [ [ "模块" ], [ "软件包" ] ] ], "level": { "min": 0.9287037037037036, "max": 0.9289351851851851 }, "related_data": {} } } }, { "文档字符串": { "children": [ { "描述函数的作用": { "data": { "uuid": "python-6-222", "seg": [ [ [ "描述", "函数", "作用" ] ] ], "level": { "min": 0.9289351851851851, "max": 0.9290123456790123 }, "related_data": {} } } }, { "返回值": { "data": { "uuid": "python-6-223", "seg": [ [ [ "返回值" ] ] ], "level": { "min": 0.9290123456790123, "max": 0.9290895061728395 }, "related_data": {} } } }, { "包含预期的异常": { "data": { "uuid": "python-6-224", "seg": [ [ [ "包含", "预期", "异常" ] ] ], "level": { "min": 0.9290895061728395, "max": 0.9291666666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7443370_53420823@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-5-1427", "seg": [ [ [ "文档", "字符串", "文档字符串" ] ] ], "level": { "min": 0.9289351851851851, "max": 0.9291666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1434", "seg": [ [ [] ] ], "level": { "min": 0.9284722222222221, "max": 0.9291666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-3-257", "seg": [ [ [ "函数" ] ] ], "level": { "min": 0.9249999999999999, "max": 0.9291666666666666 }, "related_data": {} } } }, { "类": { "children": [ { "继承": { "children": [ { "多重继承": { "data": { "uuid": "python-5-1428", "seg": [ [ [ "继承" ] ] ], "level": { "min": 0.9291666666666666, "max": 0.929375 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7426882_53390933@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399787_53347321@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7419306_53376360@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "100515469@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "方法解析顺序": { "data": { "uuid": "python-5-1429", "seg": [ [ [ "方法", "解析", "顺序" ] ] ], "level": { "min": 0.929375, "max": 0.9295833333333332 }, "related_data": {} } } }, { "使用super函数将控制权传递给其他类": { "data": { "uuid": "python-5-1430", "seg": [ [ [ "super", "函数", "控制权", "传递", "类", "将控制权" ] ] ], "level": { "min": 0.9295833333333332, "max": 0.9297916666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1091303_1298651@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "自省": { "data": { "uuid": "python-5-1431", "seg": [ [ [] ] ], "level": { "min": 0.9297916666666666, "max": 0.9299999999999999 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1435", "seg": [ [ [ "继承" ] ] ], "level": { "min": 0.9291666666666666, "max": 0.9299999999999999 }, "related_data": {} } } }, { "如何创建类": { "children": [ { "在运行时创建类": { "data": { "uuid": "python-5-1432", "seg": [ [ [ "运行", "创建", "类" ] ] ], "level": { "min": 0.9299999999999999, "max": 0.9302777777777778 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7396298_53339736@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7425487_53386943@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7431278_53399484@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7421178_53379518@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_695356_577765@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448147_53428159@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1056927_1254094@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "元类": { "data": { "uuid": "python-5-1433", "seg": [ [ [ "类" ] ] ], "level": { "min": 0.9302777777777778, "max": 0.9305555555555555 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_697693_583641@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426705_53390621@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452227_53434357@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_733469_800699@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455352_53438211@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1080794_1286361@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_730467_745426@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7443007_53420032@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_178099_61937@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7426568_53390093@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7411443_53362376@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7445429_53424022@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_699774_588509@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1069717_1270907@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1051666_1249005@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_228225_193858@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_671202_494719@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426566_53390084@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425679_53387283@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441321_53417409@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_354847_367584@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "80716295@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83213947@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118421093@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "控制命名空间": { "data": { "uuid": "python-5-1434", "seg": [ [ [ "控制", "命名", "空间", "命名空间" ] ] ], "level": { "min": 0.9305555555555555, "max": 0.9308333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1436", "seg": [ [ [ "创建", "类" ] ] ], "level": { "min": 0.9299999999999999, "max": 0.9308333333333333 }, "related_data": {} } } }, { "成员变量": { "children": [ { "属性": { "data": { "uuid": "python-5-1435", "seg": [ [ [ "属性" ] ] ], "level": { "min": 0.9308333333333333, "max": 0.9312499999999999 }, "related_data": {} } } }, { "描述器": { "data": { "uuid": "python-5-1436", "seg": [ [ [ "描述", "器" ] ] ], "level": { "min": 0.9312499999999999, "max": 0.9316666666666665 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7436146_53407436@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1437", "seg": [ [ [ "成员", "变量" ] ] ], "level": { "min": 0.9308333333333333, "max": 0.9316666666666665 }, "related_data": {} } } }, { "方法": { "children": [ { "非绑定方法": { "data": { "uuid": "python-5-1437", "seg": [ [ [ "绑定", "方法", "非绑定" ] ] ], "level": { "min": 0.9316666666666665, "max": 0.9320833333333332 }, "related_data": {} } } }, { "绑定方法": { "data": { "uuid": "python-5-1438", "seg": [ [ [ "绑定", "方法" ] ] ], "level": { "min": 0.9320833333333332, "max": 0.9324999999999999 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7424567_53385666@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7427174_53391248@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433452_53403694@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7396716_53340826@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_830555_929770@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453021_53435572@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7460684_53445858@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7463001_53448767@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413490_53365497@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_752458_806553@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1053040_1250363@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7446829_53426978@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_901216_1037609@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_750416_803434@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_978353_1139537@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399774_53347561@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_747867_799434@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7405008_53354226@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1091052_1298336@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452414_53434411@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1438", "seg": [ [ [ "方法" ] ] ], "level": { "min": 0.9316666666666665, "max": 0.9324999999999999 }, "related_data": {} } } }, { "魔术方法": { "children": [ { "处理成员变量": { "data": { "uuid": "python-5-1439", "seg": [ [ [ "成员", "变量" ] ] ], "level": { "min": 0.9324999999999999, "max": 0.9329166666666666 }, "related_data": {} } } }, { "字符串表示": { "children": [ { "字节字符串": { "children": [ { "借助chr和ord进行简单的转换": { "data": { "uuid": "python-7-34", "seg": [ [ [ "借助", "chr" ], [ "ord", "转换" ] ] ], "level": { "min": 0.9329166666666666, "max": 0.9329687499999999 }, "related_data": {} } } }, { "借助struct模块进行复杂的转换": { "data": { "uuid": "python-7-35", "seg": [ [ [ "借助", "struct", "模块", "转换" ] ] ], "level": { "min": 0.9329687499999999, "max": 0.9330208333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-6-225", "seg": [ [ [ "字节", "字符串", "字节字符串" ] ] ], "level": { "min": 0.9329166666666666, "max": 0.9330208333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_856351_981509@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "文本": { "children": [ { "Unicode": { "data": { "uuid": "python-7-36", "seg": [ [ [ "unicode" ] ] ], "level": { "min": 0.9330208333333333, "max": 0.9330729166666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_200319_120483@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7431338_53399569@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_717036_710275@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7414933_53368053@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } }, { "编码": { "data": { "uuid": "python-7-37", "seg": [ [ [ "编码" ] ] ], "level": { "min": 0.9330729166666667, "max": 0.933125 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7450298_53430844@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-6-226", "seg": [ [ [ "文本" ] ] ], "level": { "min": 0.9330208333333333, "max": 0.933125 }, "related_data": {} } } }, { "简单的替换": { "data": { "uuid": "python-6-227", "seg": [ [ [ "替换" ] ] ], "level": { "min": 0.933125, "max": 0.9332291666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_2165_5043@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1084382_1290976@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460867_53445985@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "格式化": { "children": [ { "在对象中查找值": { "data": { "uuid": "python-7-38", "seg": [ [ [ "对象", "查找", "值" ] ] ], "level": { "min": 0.9332291666666666, "max": 0.9332499999999999 }, "related_data": {} } } }, { "区分字符串类型": { "data": { "uuid": "python-7-39", "seg": [ [ [ "区分", "字符串", "类型", "区分字符串", "字符串类型" ] ] ], "level": { "min": 0.9332499999999999, "max": 0.9332708333333333 }, "related_data": {} } } }, { "标准格式规范": { "data": { "uuid": "python-7-40", "seg": [ [ [ "标准", "格式", "规范", "标准格式", "格式规范" ] ] ], "level": { "min": 0.9332708333333333, "max": 0.9332916666666665 }, "related_data": {} } } }, { "为文本文档制作目录": { "data": { "uuid": "python-7-41", "seg": [ [ [ "文本文档", "制作", "目录" ] ] ], "level": { "min": 0.9332916666666665, "max": 0.9333124999999999 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451087_53432172@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_760554_817954@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "116984250@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "自定义格式规范": { "data": { "uuid": "python-7-42", "seg": [ [ [ "自定义", "格式", "规范", "格式规范" ] ] ], "level": { "min": 0.9333124999999999, "max": 0.9333333333333332 }, "related_data": {} } } } ], "data": { "uuid": "python-6-228", "seg": [ [ [ "格式化" ] ] ], "level": { "min": 0.9332291666666666, "max": 0.9333333333333332 }, "related_data": {} } } } ], "data": { "uuid": "python-5-1440", "seg": [ [ [ "字符串" ] ] ], "level": { "min": 0.9329166666666666, "max": 0.9333333333333332 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1439", "seg": [ [ [ "魔术", "方法", "魔术方法" ] ] ], "level": { "min": 0.9324999999999999, "max": 0.9333333333333332 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7416213_53370263@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-258", "seg": [ [ [ "类" ] ] ], "level": { "min": 0.9291666666666666, "max": 0.9333333333333332 }, "related_data": {} } } }, { "通用协议": { "children": [ { "基本运算": { "children": [ { "数学运算": { "data": { "uuid": "python-5-1441", "seg": [ [ [ "数学", "运算" ] ] ], "level": { "min": 0.9333333333333332, "max": 0.9335317460317459 }, "related_data": {} } } }, { "按位运算": { "data": { "uuid": "python-5-1442", "seg": [ [ [ "位", "运算" ] ] ], "level": { "min": 0.9335317460317459, "max": 0.9337301587301586 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7440608_53416042@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7449500_53429646@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430509_53397609@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7449351_53429676@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "运算符的变体": { "data": { "uuid": "python-5-1443", "seg": [ [ [ "运算符", "变体" ] ] ], "level": { "min": 0.9337301587301586, "max": 0.9339285714285713 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1440", "seg": [ [ [ "运算" ] ] ], "level": { "min": 0.9333333333333332, "max": 0.9339285714285713 }, "related_data": {} } } }, { "数字": { "children": [ { "符号运算": { "data": { "uuid": "python-5-1444", "seg": [ [ [ "符号", "运算" ] ] ], "level": { "min": 0.9339285714285713, "max": 0.9342261904761904 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7425125_53386330@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442730_53419672@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "比较运算": { "data": { "uuid": "python-5-1445", "seg": [ [ [ "运算", "比较运算" ] ] ], "level": { "min": 0.9342261904761904, "max": 0.9345238095238094 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1441", "seg": [ [ [ "数字" ] ] ], "level": { "min": 0.9339285714285713, "max": 0.9345238095238094 }, "related_data": {} } } }, { "可迭代对象": { "data": { "uuid": "python-4-1442", "seg": [ [ [ "迭代", "对象" ] ] ], "level": { "min": 0.9345238095238094, "max": 0.9351190476190475 }, "related_data": {} } } }, { "序列": { "data": { "uuid": "python-4-1443", "seg": [ [ [ "序列" ] ] ], "level": { "min": 0.9351190476190475, "max": 0.9357142857142857 }, "related_data": {} } } }, { "映射": { "data": { "uuid": "python-4-1444", "seg": [ [ [ "映射" ] ] ], "level": { "min": 0.9357142857142857, "max": 0.9363095238095238 }, "related_data": {} } } }, { "_call_方法": { "data": { "uuid": "python-4-1445", "seg": [ [ [ "call", "方法" ] ] ], "level": { "min": 0.9363095238095238, "max": 0.9369047619047619 }, "related_data": {} } } }, { "上下文管理器": { "data": { "uuid": "python-4-1446", "seg": [ [ [ "上下文", "管理器" ] ] ], "level": { "min": 0.9369047619047619, "max": 0.9375 }, "related_data": {} } } } ], "data": { "uuid": "python-3-259", "seg": [ [ [ "通用", "协议" ] ] ], "level": { "min": 0.9333333333333332, "max": 0.9375 }, "related_data": {} } } }, { "对象管理": { "children": [ { "命名空间字典": { "data": { "uuid": "python-4-1447", "seg": [ [ [ "命名", "空间", "字典", "命名空间", "空间字典" ] ] ], "level": { "min": 0.9375, "max": 0.9385416666666666 }, "related_data": {} } } }, { "垃圾回收": { "children": [ { "引用计数": { "data": { "uuid": "python-5-1446", "seg": [ [ [ "引用", "计数" ] ] ], "level": { "min": 0.9385416666666666, "max": 0.9388888888888889 }, "related_data": {} } } }, { "循环引用": { "data": { "uuid": "python-5-1447", "seg": [ [ [ "循环", "引用" ] ] ], "level": { "min": 0.9388888888888889, "max": 0.939236111111111 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_728538_740043@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "弱引用": { "data": { "uuid": "python-5-1448", "seg": [ [ [ "弱", "引用" ] ] ], "level": { "min": 0.939236111111111, "max": 0.9395833333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1448", "seg": [ [ [ "垃圾", "回收" ] ] ], "level": { "min": 0.9385416666666666, "max": 0.9395833333333333 }, "related_data": {} } } }, { "Python对象的序列化": { "data": { "uuid": "python-4-1449", "seg": [ [ [ "python", "对象", "序列化" ] ] ], "level": { "min": 0.9395833333333333, "max": 0.940625 }, "related_data": {} } } }, { "复制": { "children": [ { "浅层复制": { "data": { "uuid": "python-5-1449", "seg": [ [ [ "浅层", "复制" ] ] ], "level": { "min": 0.940625, "max": 0.9411458333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7435153_53405695@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "118718440@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "深层复制": { "data": { "uuid": "python-5-1450", "seg": [ [ [ "深层", "复制" ] ] ], "level": { "min": 0.9411458333333333, "max": 0.9416666666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_168687_44115@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1450", "seg": [ [ [ "复制" ] ] ], "level": { "min": 0.940625, "max": 0.9416666666666667 }, "related_data": {} } } } ], "data": { "uuid": "python-3-260", "seg": [ [ [ "对象", "管理" ] ] ], "level": { "min": 0.9375, "max": 0.9416666666666667 }, "related_data": {} } } }, { "文档的编写": { "children": [ { "恰当地命名": { "data": { "uuid": "python-4-1451", "seg": [ [ [ "恰当", "命名" ] ] ], "level": { "min": 0.9416666666666667, "max": 0.9427083333333333 }, "related_data": {} } } }, { "注释": { "data": { "uuid": "python-4-1452", "seg": [ [ [ "注释" ] ] ], "level": { "min": 0.9427083333333333, "max": 0.94375 }, "related_data": {} } } }, { "代码之外的文档": { "children": [ { "安装与配置": { "data": { "uuid": "python-5-1451", "seg": [ [ [ "安装" ], [ "配置" ] ] ], "level": { "min": 0.94375, "max": 0.9440972222222223 }, "related_data": {} } } }, { "教程": { "data": { "uuid": "python-5-1452", "seg": [ [ [ "教程" ] ] ], "level": { "min": 0.9440972222222223, "max": 0.9444444444444444 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1095911_1308616@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441964_53418595@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "78347433@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "参考文档": { "data": { "uuid": "python-5-1453", "seg": [ [ [ "参考", "文档" ] ] ], "level": { "min": 0.9444444444444444, "max": 0.9447916666666667 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1078235_1282634@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_750535_803650@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444935_53423492@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1078229_1282604@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7671161@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1453", "seg": [ [ [ "之外", "文档" ] ] ], "level": { "min": 0.94375, "max": 0.9447916666666667 }, "related_data": {} } } }, { "用于编写文档的实用工具": { "children": [ { "链接": { "data": { "uuid": "python-5-1454", "seg": [ [ [ "链接" ] ] ], "level": { "min": 0.9447916666666667, "max": 0.9453125 }, "related_data": {} } } }, { "Sphinx": { "data": { "uuid": "python-5-1455", "seg": [ [ [ "sphinx" ] ] ], "level": { "min": 0.9453125, "max": 0.9458333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1454", "seg": [ [ [ "用于", "编写", "文档", "实用工具" ] ] ], "level": { "min": 0.9447916666666667, "max": 0.9458333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-261", "seg": [ [ [ "文档", "编写" ] ] ], "level": { "min": 0.9416666666666667, "max": 0.9458333333333333 }, "related_data": {} } } }, { "测试": { "children": [ { "测试驱动开发": { "data": { "uuid": "python-4-1455", "seg": [ [ [ "驱动", "开发" ] ] ], "level": { "min": 0.9458333333333333, "max": 0.9468749999999999 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7451499_53432790@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "doctest": { "children": [ { "格式化代码": { "data": { "uuid": "python-5-1456", "seg": [ [ [ "格式化", "格式化代码" ] ] ], "level": { "min": 0.9468749999999999, "max": 0.9471354166666666 }, "related_data": {} } } }, { "呈现输出": { "data": { "uuid": "python-5-1457", "seg": [ [ [ "呈现", "输出" ] ] ], "level": { "min": 0.9471354166666666, "max": 0.9473958333333332 }, "related_data": {} } } }, { "与文档集成": { "data": { "uuid": "python-5-1458", "seg": [ [ [], [ "文档", "集成" ] ] ], "level": { "min": 0.9473958333333332, "max": 0.94765625 }, "related_data": {} } } }, { "运行测试": { "data": { "uuid": "python-5-1459", "seg": [ [ [ "运行" ] ] ], "level": { "min": 0.94765625, "max": 0.9479166666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1456", "seg": [ [ [ "doctest" ] ] ], "level": { "min": 0.9468749999999999, "max": 0.9479166666666666 }, "related_data": {} } } }, { "unittest模块": { "children": [ { "初始化配置": { "data": { "uuid": "python-5-1460", "seg": [ [ [ "初始化", "配置" ] ] ], "level": { "min": 0.9479166666666666, "max": 0.9480902777777778 }, "related_data": {} } } }, { "编写测试": { "data": { "uuid": "python-5-1461", "seg": [ [ [ "编写" ] ] ], "level": { "min": 0.9480902777777778, "max": 0.9482638888888889 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_990484_1157810@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7440561_53415905@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7454419_53437139@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7446343_53425495@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447759_53427705@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452866_53435291@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7438286_53411981@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443024_53420059@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450559_53431245@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7443021_53420061@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7464663_53451172@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450445_53431106@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452871_53435343@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1092200_1300011@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7447788_53427743@8", "cluster_num": 0 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "80039609@unittest@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "其他比较": { "data": { "uuid": "python-5-1462", "seg": [ [ [] ] ], "level": { "min": 0.9482638888888889, "max": 0.9484375 }, "related_data": {} } } }, { "测试异常": { "data": { "uuid": "python-5-1463", "seg": [ [ [ "异常" ] ] ], "level": { "min": 0.9484375, "max": 0.9486111111111111 }, "related_data": {} } } }, { "测试对象标识": { "data": { "uuid": "python-5-1464", "seg": [ [ [ "对象", "标识", "对象标识" ] ] ], "level": { "min": 0.9486111111111111, "max": 0.9487847222222222 }, "related_data": {} } } }, { "释放资源": { "data": { "uuid": "python-5-1465", "seg": [ [ [ "释放", "资源" ] ] ], "level": { "min": 0.9487847222222222, "max": 0.9489583333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1457", "seg": [ [ [ "unittest", "模块" ] ] ], "level": { "min": 0.9479166666666666, "max": 0.9489583333333333 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "82026245@unittest@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "54311861@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "45100265@unittest@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81265891@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78753225@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "97395621@unittest@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86149535@unittest@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "提供自定义的测试类": { "data": { "uuid": "python-4-1458", "seg": [ [ [ "提供", "自定义", "类" ] ] ], "level": { "min": 0.9489583333333333, "max": 0.95 }, "related_data": {} } } } ], "data": { "uuid": "python-3-262", "seg": [ [ [] ] ], "level": { "min": 0.9458333333333333, "max": 0.95 }, "related_data": {} } } }, { "发布": { "children": [ { "许可证": { "children": [ { "GNU通用公共许可证": { "data": { "uuid": "python-5-1466", "seg": [ [ [ "gnu", "通用", "公共", "许可证" ] ] ], "level": { "min": 0.95, "max": 0.9502777777777778 }, "related_data": {} } } }, { "Affero通用公共许可证": { "data": { "uuid": "python-5-1467", "seg": [ [ [ "affero", "通用", "公共", "许可证" ] ] ], "level": { "min": 0.9502777777777778, "max": 0.9505555555555555 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_717031_835269@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "GNU宽通用公共许可证": { "data": { "uuid": "python-5-1468", "seg": [ [ [ "gnu", "宽", "通用", "公共", "许可证" ] ] ], "level": { "min": 0.9505555555555555, "max": 0.9508333333333333 }, "related_data": {} } } }, { "伯克利软件发行许可证": { "data": { "uuid": "python-5-1469", "seg": [ [ [ "伯克利", "软件", "发行", "许可证", "伯克利软件" ] ] ], "level": { "min": 0.9508333333333333, "max": 0.951111111111111 }, "related_data": {} } } }, { "其他许可证": { "data": { "uuid": "python-5-1470", "seg": [ [ [ "许可证" ] ] ], "level": { "min": 0.951111111111111, "max": 0.9513888888888888 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1459", "seg": [ [ [ "许可证" ] ] ], "level": { "min": 0.95, "max": 0.9513888888888888 }, "related_data": {} } } }, { "打包": { "children": [ { "setup.py": { "data": { "uuid": "python-5-1471", "seg": [ [ [ "setup", "py" ] ] ], "level": { "min": 0.9513888888888888, "max": 0.9518518518518518 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7398362_53344427@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460526_53445603@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_662603_478562@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7398986_53345718@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456539_53440726@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_72609_36651@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7406993_53356714@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_699289_587335@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1060961_1258745@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_648615_453820@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_218216_168069@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_218210_168070@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1026845_1221105@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1104890_1319076@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1082006_1287820@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1100606_1315435@8", "cluster_num": 0 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "103163724@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "72638425@jython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "MANIFEST.in": { "data": { "uuid": "python-5-1472", "seg": [ [ [ "manifest", "in" ] ] ], "level": { "min": 0.9518518518518518, "max": 0.9523148148148147 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7414886_53368020@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7408921_53359142@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_648746_456316@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_869416_1249590@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1093416_1302840@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "110674292@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "4363097@jython@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "sdist命令": { "data": { "uuid": "python-5-1473", "seg": [ [ [ "sdist", "命令" ] ] ], "level": { "min": 0.9523148148148147, "max": 0.9527777777777777 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1460", "seg": [ [ [ "打包" ] ] ], "level": { "min": 0.9513888888888888, "max": 0.9527777777777777 }, "related_data": {} } } }, { "发布": { "data": { "uuid": "python-4-1461", "seg": [ [ [ "发布" ] ] ], "level": { "min": 0.9527777777777777, "max": 0.9541666666666666 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "118498128@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-263", "seg": [ [ [ "发布" ] ] ], "level": { "min": 0.95, "max": 0.9541666666666666 }, "related_data": {} } } }, { "构建CSV框架sheets": { "children": [ { "构建声明性框架": { "children": [ { "声明性编程简介": { "data": { "uuid": "python-5-1474", "seg": [ [ [ "声明", "性", "编程", "简介", "声明性", "性编程" ] ] ], "level": { "min": 0.9541666666666666, "max": 0.9545833333333333 }, "related_data": {} } } }, { "是否构建声明性框架": { "data": { "uuid": "python-5-1475", "seg": [ [ [ "构建", "声明", "性", "框架", "声明性", "性框架" ] ] ], "level": { "min": 0.9545833333333333, "max": 0.955 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "113755633@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1462", "seg": [ [ [ "构建", "声明", "性", "框架", "声明性", "性框架" ] ] ], "level": { "min": 0.9541666666666666, "max": 0.955 }, "related_data": {} } } }, { "构建框架": { "children": [ { "管理选项": { "data": { "uuid": "python-5-1476", "seg": [ [ [ "管理", "选项" ] ] ], "level": { "min": 0.955, "max": 0.9551666666666666 }, "related_data": {} } } }, { "定义字段": { "data": { "uuid": "python-5-1477", "seg": [ [ [ "定义", "字", "段", "定义字", "字段" ] ] ], "level": { "min": 0.9551666666666666, "max": 0.9553333333333333 }, "related_data": {} } } }, { "将字段附加到类": { "data": { "uuid": "python-5-1478", "seg": [ [ [ "将字段", "附加", "类" ] ] ], "level": { "min": 0.9553333333333333, "max": 0.9555 }, "related_data": {} } } }, { "添加元类": { "data": { "uuid": "python-5-1479", "seg": [ [ [ "添加", "类" ] ] ], "level": { "min": 0.9555, "max": 0.9556666666666667 }, "related_data": {} } } }, { "整合": { "data": { "uuid": "python-5-1480", "seg": [ [ [ "整合" ] ] ], "level": { "min": 0.9556666666666667, "max": 0.9558333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1463", "seg": [ [ [ "构建", "框架" ] ] ], "level": { "min": 0.955, "max": 0.9558333333333333 }, "related_data": {} } } }, { "字段排序": { "children": [ { "DeclarativeMeta.__prepare__": { "data": { "uuid": "python-5-1481", "seg": [ [ [ "declarativemeta", "prepare" ] ] ], "level": { "min": 0.9558333333333333, "max": 0.956 }, "related_data": {} } } }, { "Column.__init__": { "data": { "uuid": "python-5-1482", "seg": [ [ [ "column", "init" ] ] ], "level": { "min": 0.956, "max": 0.9561666666666666 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_159666_29307@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447913_53427859@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_680514_530615@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "Column.__new__": { "data": { "uuid": "python-5-1483", "seg": [ [ [ "column", "new" ] ] ], "level": { "min": 0.9561666666666666, "max": 0.9563333333333333 }, "related_data": {} } } }, { "CounterMeta.__call__": { "data": { "uuid": "python-5-1484", "seg": [ [ [ "countermeta", "call" ] ] ], "level": { "min": 0.9563333333333333, "max": 0.9564999999999999 }, "related_data": {} } } }, { "挑选选项": { "data": { "uuid": "python-5-1485", "seg": [ [ [ "挑选", "选项" ] ] ], "level": { "min": 0.9564999999999999, "max": 0.9566666666666666 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1464", "seg": [ [ [ "字", "段", "排序", "字段" ] ] ], "level": { "min": 0.9558333333333333, "max": 0.9566666666666666 }, "related_data": {} } } }, { "构建字段库": { "children": [ { "StringField(字符串字段)": { "data": { "uuid": "python-5-1486", "seg": [ [ [ "stringfield", "字符串", "字", "段", "字符串字", "字段" ] ] ], "level": { "min": 0.9566666666666666, "max": 0.9568333333333332 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_770447_832258@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7462309_53448015@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7414144_53366632@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7423529_53383414@8", "cluster_num": 1 }, "cluster_num": 2 } ] } } } } }, { "IntegerColumn(整数列)": { "data": { "uuid": "python-5-1487", "seg": [ [ [ "integercolumn", "整数", "列" ] ] ], "level": { "min": 0.9568333333333332, "max": 0.9569999999999999 }, "related_data": {} } } }, { "FloatColumn(浮点数列)": { "data": { "uuid": "python-5-1488", "seg": [ [ [ "floatcolumn", "浮点数", "列" ] ] ], "level": { "min": 0.9569999999999999, "max": 0.9571666666666666 }, "related_data": {} } } }, { "DecimalColumn(小数列)": { "data": { "uuid": "python-5-1489", "seg": [ [ [ "decimalcolumn" ] ] ], "level": { "min": 0.9571666666666666, "max": 0.9573333333333333 }, "related_data": {} } } }, { "DateColumn(日期列)": { "data": { "uuid": "python-5-1490", "seg": [ [ [ "datecolumn", "日期", "列" ] ] ], "level": { "min": 0.9573333333333333, "max": 0.9574999999999999 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1465", "seg": [ [ [ "构建", "字段", "库", "字段库" ] ] ], "level": { "min": 0.9566666666666666, "max": 0.9574999999999999 }, "related_data": {} } } }, { "回到CSV": { "children": [ { "检查参数": { "data": { "uuid": "python-5-1491", "seg": [ [ [ "检查", "参数" ] ] ], "level": { "min": 0.9574999999999999, "max": 0.9577083333333333 }, "related_data": {} } } }, { "填充值": { "data": { "uuid": "python-5-1492", "seg": [ [ [ "填充", "值" ] ] ], "level": { "min": 0.9577083333333333, "max": 0.9579166666666665 }, "related_data": {} } } }, { "读取器": { "data": { "uuid": "python-5-1493", "seg": [ [ [ "读取器" ] ] ], "level": { "min": 0.9579166666666665, "max": 0.9581249999999999 }, "related_data": {} } } }, { "写入器": { "data": { "uuid": "python-5-1494", "seg": [ [ [ "写入", "器" ] ] ], "level": { "min": 0.9581249999999999, "max": 0.9583333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1466", "seg": [ [ [ "回到", "csv" ] ] ], "level": { "min": 0.9574999999999999, "max": 0.9583333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-3-264", "seg": [ [ [ "构建", "csv", "框架", "sheets" ] ] ], "level": { "min": 0.9541666666666666, "max": 0.9583333333333333 }, "related_data": {} } } } ], "data": { "uuid": "python-2-16", "seg": [ [ [ "高级", "教程" ] ] ], "level": { "min": 0.9166666666666666, "max": 0.9583333333333333 }, "related_data": {} } } }, { "其他": { "children": [ { "GUI界面编程": { "children": [ { "初识GUI": { "children": [ { "什么是GUI": { "data": { "uuid": "python-5-1495", "seg": [ [ [ "gui" ] ] ], "level": { "min": 0.9583333333333333, "max": 0.9587301587301587 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7434802_53405206@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451673_53433125@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7418406_53374329@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7439039_53416120@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_668350_488565@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_713129_704299@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_718217_711805@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1100557_1315375@8", "cluster_num": 0 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "16362813@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109168463@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90339054@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84201259@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100190866@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "49102077@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51002407@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78967918@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103284772@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99670625@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79292568@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91041827@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86618963@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "72598651@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110236353@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102889177@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102704301@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81777543@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6907960@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77435187@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6436903@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8184085@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78877159@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78364873@tkinter@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51620765@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79437732@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106221598@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "107726775@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103916371@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78989872@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109641057@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78852552@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82765707@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5383096@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83623079@pyqt@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52045360@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103091303@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87560110@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108878391@unittest@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "75948266@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7353321@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "4066828@jython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103396064@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87088669@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82229361@wxpython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7232514@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110676076@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78400646@wxpython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6599019@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90477749@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "66477559@wxpython@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52048462@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78850221@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106847426@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86512698@wxpython@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "5131261@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110739511@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103000417@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87643718@pyqt@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108332184@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81974925@wxpython@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109643607@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80725829@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "73609029@pyqt@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79440595@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "66974510@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116673344@django@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "110336258@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "105757396@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "常用的GUI框架": { "data": { "uuid": "python-5-1496", "seg": [ [ [ "gui", "框架" ] ] ], "level": { "min": 0.9587301587301587, "max": 0.959126984126984 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7964593@jython@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "61414683@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89819033@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "7518881@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52077209@pyqt@python", "cluster_num": 2 }, "cluster_num": 1 } ] } } } } }, { "安装wxPython": { "data": { "uuid": "python-5-1497", "seg": [ [ [ "安装", "wxpython" ] ] ], "level": { "min": 0.959126984126984, "max": 0.9595238095238094 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "46454107@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1467", "seg": [ [ [ "初识", "gui" ] ] ], "level": { "min": 0.9583333333333333, "max": 0.9595238095238094 }, "related_data": {} } } }, { "创建应用程序": { "children": [ { "创建一个wx.App的子类": { "data": { "uuid": "python-5-1498", "seg": [ [ [ "创建", "wx", "app", "子类" ] ] ], "level": { "min": 0.9595238095238094, "max": 0.9599206349206348 }, "related_data": {} } } }, { "直接使用wx.App": { "data": { "uuid": "python-5-1499", "seg": [ [ [ "wx", "app" ] ] ], "level": { "min": 0.9599206349206348, "max": 0.9603174603174602 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "85134153@wxpython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用wx.Frame框架": { "data": { "uuid": "python-5-1500", "seg": [ [ [ "wx", "frame", "框架" ] ] ], "level": { "min": 0.9603174603174602, "max": 0.9607142857142856 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1468", "seg": [ [ [ "创建", "应用程序" ] ] ], "level": { "min": 0.9595238095238094, "max": 0.9607142857142856 }, "related_data": {} } } }, { "常用控件": { "children": [ { "StaticText文本类": { "data": { "uuid": "python-5-1501", "seg": [ [ [ "statictext", "文本", "类", "文本类" ] ] ], "level": { "min": 0.9607142857142856, "max": 0.961111111111111 }, "related_data": {} } } }, { "TextCtrl输入文本类": { "data": { "uuid": "python-5-1502", "seg": [ [ [ "textctrl", "输入", "文本", "类", "文本类" ] ] ], "level": { "min": 0.961111111111111, "max": 0.9615079365079364 }, "related_data": {} } } }, { "Button按钮类": { "data": { "uuid": "python-5-1503", "seg": [ [ [ "button", "按钮", "类", "按钮类" ] ] ], "level": { "min": 0.9615079365079364, "max": 0.9619047619047618 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7616734@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1469", "seg": [ [ [ "控件" ] ] ], "level": { "min": 0.9607142857142856, "max": 0.9619047619047618 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_736669_765029@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "BoxSizer布局": { "children": [ { "什么是BoxSizer": { "data": { "uuid": "python-5-1504", "seg": [ [ [ "boxsizer" ] ] ], "level": { "min": 0.9619047619047618, "max": 0.9624999999999999 }, "related_data": {} } } }, { "使用BoxSizer布局": { "data": { "uuid": "python-5-1505", "seg": [ [ [ "boxsizer", "布局" ] ] ], "level": { "min": 0.9624999999999999, "max": 0.963095238095238 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1078148_1282521@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "52130923@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1470", "seg": [ [ [ "boxsizer", "布局" ] ] ], "level": { "min": 0.9619047619047618, "max": 0.963095238095238 }, "related_data": {} } } }, { "事件处理": { "children": [ { "什么是事件": { "data": { "uuid": "python-5-1506", "seg": [ [ [ "事件" ] ] ], "level": { "min": 0.963095238095238, "max": 0.9636904761904761 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "84913280@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "绑定事件": { "data": { "uuid": "python-5-1507", "seg": [ [ [ "绑定", "事件" ] ] ], "level": { "min": 0.9636904761904761, "max": 0.9642857142857142 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7432708_53402390@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1471", "seg": [ [ [ "事件处理" ] ] ], "level": { "min": 0.963095238095238, "max": 0.9642857142857142 }, "related_data": {} } } } ], "data": { "uuid": "python-3-265", "seg": [ [ [ "gui", "界面", "编程", "界面编程" ] ] ], "level": { "min": 0.9583333333333333, "max": 0.9642857142857142 }, "related_data": {} } } }, { "Pygame游戏编程": { "children": [ { "初识Pygame": { "children": [ { "安装Pygame": { "data": { "uuid": "python-5-1508", "seg": [ [ [ "安装", "pygame" ] ] ], "level": { "min": 0.9642857142857142, "max": 0.9652777777777777 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "51942150@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72629158@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103187269@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79107735@pygame@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81268342@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102463241@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "49454633@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85943101@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83784087@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53413852@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52980317@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85943101@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78103754@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88083452@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "93161107@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80213634@pygame@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79983019@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87180480@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80213634@pip@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89303803@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102890731@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90373365@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102890731@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88354802@pygame@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "99709934@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90111542@pygame@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "Pygame常用模块": { "data": { "uuid": "python-5-1509", "seg": [ [ [ "pygame", "模块" ] ] ], "level": { "min": 0.9652777777777777, "max": 0.9662698412698412 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "94577177@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79300801@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84027873@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113768010@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95603438@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85014780@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112055778@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85883188@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102633620@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "101228671@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88419702@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84193317@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86163561@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79467649@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85010562@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103741989@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90349251@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "97648556@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86538354@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78512990@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82564395@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86539390@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "73477698@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114000494@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8201542@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108940295@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85345409@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53048910@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8973288@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106105325@python@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79414524@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "114442595@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86749253@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99058332@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112071924@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88416419@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108904188@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80041913@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80040710@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88376553@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "106105325@pygame@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85881826@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104174773@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80718380@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104684429@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106853332@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116152621@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "65443534@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103626489@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103702934@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108967208@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116212353@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106853332@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86557558@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "107968782@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "89078434@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "110383746@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88393734@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113802812@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116091351@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103334725@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112589601@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109204923@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99344046@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88912705@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104441657@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81875119@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "83153696@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102935867@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80366526@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "53053013@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117886708@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86683780@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "101716752@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "98968659@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118997672@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118799343@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118975592@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117422342@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86720716@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "107835294@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "109213602@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82857186@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103038300@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81904180@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82944210@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78814940@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90042927@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86758126@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104170578@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82117981@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113793230@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83345750@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86573875@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86574649@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86546722@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "104710746@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86713598@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88874461@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111562741@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117375711@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78306692@pygame@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109357112@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112579924@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84891444@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79783778@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88666692@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103069882@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "56483487@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "99084622@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111199837@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85111036@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113818281@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "9368213@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102538247@pygame@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "98514615@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87944776@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80195777@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116297241@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86591375@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "50975139@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116242306@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103101236@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80797605@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112227813@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "65629062@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99290883@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115278806@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116093189@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84190867@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "108909486@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "68921194@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86713527@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "109751266@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112280481@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113790167@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80794695@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117952065@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90586006@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106485574@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111088527@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102810230@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79310039@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87861522@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "100559194@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83616110@pygame@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84191201@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52220988@pygame@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103436959@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86736904@pygame@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111244512@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87364864@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "77895084@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114269391@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116299668@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103358565@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "94360630@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116301811@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110395731@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118056748@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117743322@pygame@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108381821@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88554716@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "107644972@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118758413@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87825972@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "90082741@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79421843@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81115836@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83542526@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102079236@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117231108@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115672270@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111173205@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102535333@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118514070@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117231108@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112168246@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113815691@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111115014@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116357264@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116976913@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117465249@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "98176441@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "86713350@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117454103@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "92007881@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116467649@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111602662@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "85774889@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111881455@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103326875@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "110602251@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88790592@pygame@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112093640@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "106958808@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "107679494@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91344825@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114657658@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "112386871@wxpython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86506587@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81096048@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112386871@pygame@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117765694@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116305295@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117186303@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "118196483@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "99327318@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116918550@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117765694@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116305295@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78634190@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117296159@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115827323@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78436705@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "81125576@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115682970@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115463625@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117338769@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "79933922@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117369220@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83870249@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79605264@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "111662044@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103100614@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88923771@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118247334@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113548530@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117219296@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "114239154@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100059765@pygame@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113355109@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118936201@pygame@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116499191@pygame@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84945501@pygame@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117261390@pygame@python", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1472", "seg": [ [ [ "初识", "pygame" ] ] ], "level": { "min": 0.9642857142857142, "max": 0.9662698412698412 }, "related_data": {} } } }, { "Pygame基本使用": { "data": { "uuid": "python-4-1473", "seg": [ [ [ "pygame" ] ] ], "level": { "min": 0.9662698412698412, "max": 0.9682539682539683 }, "related_data": {} } } }, { "开发Flappy Bird游戏": { "children": [ { "游戏简介": { "data": { "uuid": "python-5-1510", "seg": [ [ [ "游戏", "简介" ] ] ], "level": { "min": 0.9682539682539683, "max": 0.9685374149659864 }, "related_data": {} } } }, { "游戏分析": { "data": { "uuid": "python-5-1511", "seg": [ [ [ "游戏", "分析" ] ] ], "level": { "min": 0.9685374149659864, "max": 0.9688208616780045 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_769876_831094@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_354570_367108@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1048722_1246232@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7443194_53420304@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1069179_1270459@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459761_53444790@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_931363_1066446@8", "cluster_num": 2 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "115798632@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "93834432@python@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105714745@python@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100129768@python@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118527944@python@python", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "6802444@list@python", "cluster_num": 0 }, "cluster_num": 2 } ] } } } } }, { "搭建主框架": { "data": { "uuid": "python-5-1512", "seg": [ [ [ "搭建", "主", "框架" ] ] ], "level": { "min": 0.9688208616780045, "max": 0.9691043083900227 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_361578_379570@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "创建小鸟类": { "data": { "uuid": "python-5-1513", "seg": [ [ [ "创建", "鸟类" ] ] ], "level": { "min": 0.9691043083900227, "max": 0.9693877551020408 }, "related_data": {} } } }, { "创建管道类": { "data": { "uuid": "python-5-1514", "seg": [ [ [ "创建", "管道", "类", "管道类" ] ] ], "level": { "min": 0.9693877551020408, "max": 0.969671201814059 }, "related_data": {} } } }, { "计算得分": { "data": { "uuid": "python-5-1515", "seg": [ [ [ "计算", "得分" ] ] ], "level": { "min": 0.969671201814059, "max": 0.969954648526077 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7454572_53437253@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "碰撞检测": { "data": { "uuid": "python-5-1516", "seg": [ [ [ "碰撞检测" ] ] ], "level": { "min": 0.969954648526077, "max": 0.9702380952380952 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1474", "seg": [ [ [ "开发", "flappy", "bird", "游戏" ] ] ], "level": { "min": 0.9682539682539683, "max": 0.9702380952380952 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "112305127@pygame@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-3-266", "seg": [ [ [ "pygame", "游戏", "编程", "游戏编程" ] ] ], "level": { "min": 0.9642857142857142, "max": 0.9702380952380952 }, "related_data": {} } } }, { "网络爬虫开发": { "children": [ { "初识网络爬虫": { "children": [ { "网络爬虫概述": { "data": { "uuid": "python-5-1517", "seg": [ [ [ "网络", "爬虫", "概述", "网络爬虫" ] ] ], "level": { "min": 0.9702380952380952, "max": 0.9708994708994709 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_716511_709361@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_955242_1099793@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1079567_1284316@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "78123502@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112100932@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116196585@python@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "52864720@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "网络爬虫的分类": { "data": { "uuid": "python-5-1518", "seg": [ [ [ "网络", "爬虫", "分类", "网络爬虫" ] ] ], "level": { "min": 0.9708994708994709, "max": 0.9715608465608465 }, "related_data": {} } } }, { "网络爬虫的基本原理": { "data": { "uuid": "python-5-1519", "seg": [ [ [ "网络", "爬虫", "基本原理", "网络爬虫" ] ] ], "level": { "min": 0.9715608465608465, "max": 0.9722222222222222 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1475", "seg": [ [ [ "初识", "网络", "爬虫", "初识网络", "网络爬虫" ] ] ], "level": { "min": 0.9702380952380952, "max": 0.9722222222222222 }, "related_data": {} } } }, { "网络爬虫的常用技术": { "children": [ { "Python的网络请求": { "data": { "uuid": "python-5-1520", "seg": [ [ [ "python", "网络" ] ] ], "level": { "min": 0.9722222222222222, "max": 0.9726190476190476 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_687492_805179@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413367_53365304@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_179454_64784@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1101412_1315915@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "110175789@pip@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "请求headers处理": { "data": { "uuid": "python-5-1521", "seg": [ [ [ "headers" ] ] ], "level": { "min": 0.9726190476190476, "max": 0.973015873015873 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7407825_53357988@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "网络超时": { "data": { "uuid": "python-5-1522", "seg": [ [ [ "网络", "超时" ] ] ], "level": { "min": 0.973015873015873, "max": 0.9734126984126984 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7412356_53363856@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "代理服务": { "data": { "uuid": "python-5-1523", "seg": [ [ [ "代理服务" ] ] ], "level": { "min": 0.9734126984126984, "max": 0.9738095238095238 }, "related_data": {} } } }, { "HTML解析之BeautifulSoup": { "data": { "uuid": "python-5-1524", "seg": [ [ [ "html", "解析", "beaut", "if", "ulsoup" ] ] ], "level": { "min": 0.9738095238095238, "max": 0.9742063492063492 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1050574_1247876@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1056290_1253439@8", "cluster_num": 1 }, "cluster_num": 1 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "118187068@python@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116943336@python@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115915722@python@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1476", "seg": [ [ [ "网络", "爬虫", "技术", "网络爬虫" ] ] ], "level": { "min": 0.9722222222222222, "max": 0.9742063492063492 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7438596_53412262@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "网络爬虫开发常用框架": { "children": [ { "Scrapy爬虫框架": { "data": { "uuid": "python-5-1525", "seg": [ [ [ "scrapy", "爬虫", "框架", "爬虫框架" ] ] ], "level": { "min": 0.9742063492063492, "max": 0.9748677248677249 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1090245_1296983@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "Crawley爬虫框架": { "data": { "uuid": "python-5-1526", "seg": [ [ [ "crawley", "爬虫", "框架", "爬虫框架" ] ] ], "level": { "min": 0.9748677248677249, "max": 0.9755291005291005 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_4645514_29328195@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "88768412@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "PySpider爬虫框架": { "data": { "uuid": "python-5-1527", "seg": [ [ [ "pyspider", "爬虫", "框架", "爬虫框架" ] ] ], "level": { "min": 0.9755291005291005, "max": 0.9761904761904762 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1477", "seg": [ [ [ "网络", "爬虫", "开发", "框架", "网络爬虫" ] ] ], "level": { "min": 0.9742063492063492, "max": 0.9761904761904762 }, "related_data": {} } } } ], "data": { "uuid": "python-3-267", "seg": [ [ [ "网络", "爬虫", "开发", "网络爬虫" ] ] ], "level": { "min": 0.9702380952380952, "max": 0.9761904761904762 }, "related_data": {} } } }, { "使用进程和线程": { "children": [ { "什么是进程": { "data": { "uuid": "python-4-1478", "seg": [ [ [ "进程" ] ] ], "level": { "min": 0.9761904761904762, "max": 0.9771825396825397 }, "related_data": {} } } }, { "创建进程的常用方式": { "children": [ { "使用multiprocessing模块创建进程": { "data": { "uuid": "python-5-1528", "seg": [ [ [ "multiprocessing", "模块", "创建", "进程" ] ] ], "level": { "min": 0.9771825396825397, "max": 0.9775132275132274 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1070935_1272556@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用Process子类创建进程": { "data": { "uuid": "python-5-1529", "seg": [ [ [ "process", "子类", "创建", "进程" ] ] ], "level": { "min": 0.9775132275132274, "max": 0.9778439153439153 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7395380_53338562@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7098188@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用进程池Pool创建进程": { "data": { "uuid": "python-5-1530", "seg": [ [ [ "进程", "池", "pool", "创建", "进程池" ] ] ], "level": { "min": 0.9778439153439153, "max": 0.9781746031746031 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_715115_707357@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441008_53416756@8", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1479", "seg": [ [ [ "创建", "进程", "方式" ] ] ], "level": { "min": 0.9771825396825397, "max": 0.9781746031746031 }, "related_data": {} } } }, { "进程间通信": { "children": [ { "队列简介": { "data": { "uuid": "python-5-1531", "seg": [ [ [ "队列", "简介" ] ] ], "level": { "min": 0.9781746031746031, "max": 0.9785052910052909 }, "related_data": {} } } }, { "多进程队列的使用": { "data": { "uuid": "python-5-1532", "seg": [ [ [ "进程", "队列", "进程队列" ] ] ], "level": { "min": 0.9785052910052909, "max": 0.9788359788359788 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_677429_519257@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1008246_1191962@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7415431_53368956@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_3669054_24091150@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7429887_53396833@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "103779788@python@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用队列在进程间通信": { "data": { "uuid": "python-5-1533", "seg": [ [ [ "队列", "进程", "间通信", "进程间通信" ] ] ], "level": { "min": 0.9788359788359788, "max": 0.9791666666666666 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "80138836@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5130947@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "9073895@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6627260@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "6642463@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1480", "seg": [ [ [ "进程", "间通信", "进程间通信" ] ] ], "level": { "min": 0.9781746031746031, "max": 0.9791666666666666 }, "related_data": {} } } }, { "什么是线程": { "data": { "uuid": "python-4-1481", "seg": [ [ [ "线程" ] ] ], "level": { "min": 0.9791666666666666, "max": 0.9801587301587301 }, "related_data": {} } } }, { "创建线程": { "children": [ { "使用threading模块创建线程": { "data": { "uuid": "python-5-1534", "seg": [ [ [ "threading", "模块", "创建", "线程" ] ] ], "level": { "min": 0.9801587301587301, "max": 0.9806547619047619 }, "related_data": {} } } }, { "使用Thread子类创建线程": { "data": { "uuid": "python-5-1535", "seg": [ [ [ "thread", "子类", "创建", "线程" ] ] ], "level": { "min": 0.9806547619047619, "max": 0.9811507936507936 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7417012_53371621@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "7704898@descriptor@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78206494@list@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "51306021@list@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80843088@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88739092@pyqt@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-4-1482", "seg": [ [ [ "创建", "线程" ] ] ], "level": { "min": 0.9801587301587301, "max": 0.9811507936507936 }, "related_data": {} } } }, { "线程间通信": { "children": [ { "什么是互斥锁": { "data": { "uuid": "python-5-1536", "seg": [ [ [ "互斥", "锁" ] ] ], "level": { "min": 0.9811507936507936, "max": 0.9814814814814814 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_783342_855029@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "使用互斥锁": { "data": { "uuid": "python-5-1537", "seg": [ [ [ "互斥", "锁" ] ] ], "level": { "min": 0.9814814814814814, "max": 0.9818121693121693 }, "related_data": {} } } }, { "使用队列在线程间通信": { "data": { "uuid": "python-5-1538", "seg": [ [ [ "队列", "程", "间通信", "程间通信" ] ] ], "level": { "min": 0.9818121693121693, "max": 0.9821428571428571 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1483", "seg": [ [ [ "线程", "间通信", "线程间通信" ] ] ], "level": { "min": 0.9811507936507936, "max": 0.9821428571428571 }, "related_data": {} } } } ], "data": { "uuid": "python-3-268", "seg": [ [ [ "进程" ], [ "线程" ] ] ], "level": { "min": 0.9761904761904762, "max": 0.9821428571428571 }, "related_data": {} } } }, { "网络编程": { "children": [ { "网络基础": { "children": [ { "TCP/IP简介": { "data": { "uuid": "python-5-1539", "seg": [ [ [ "tcp", "ip", "简介" ] ] ], "level": { "min": 0.9821428571428571, "max": 0.9828042328042328 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_676347_515186@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_5718088_37910519@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_338334_336135@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_680488_530507@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_338259_335932@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423350_53383664@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1070868_1272507@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_932639_1072137@8", "cluster_num": 1 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "114041955@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6227384@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "UDP简介": { "data": { "uuid": "python-5-1540", "seg": [ [ [ "udp", "简介" ] ] ], "level": { "min": 0.9828042328042328, "max": 0.9834656084656084 }, "related_data": {} } } }, { "Socket简介": { "data": { "uuid": "python-5-1541", "seg": [ [ [ "socket", "简介" ] ] ], "level": { "min": 0.9834656084656084, "max": 0.9841269841269841 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "7627894@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5971616@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } } ], "data": { "uuid": "python-4-1484", "seg": [ [ [ "网络", "基础", "网络基础" ] ] ], "level": { "min": 0.9821428571428571, "max": 0.9841269841269841 }, "related_data": {} } } }, { "TCP编程": { "children": [ { "创建TCP服务器": { "data": { "uuid": "python-5-1542", "seg": [ [ [ "创建", "tcp", "服务器" ] ] ], "level": { "min": 0.9841269841269841, "max": 0.9847883597883598 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "116535650@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6579232@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117402515@pip@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "创建TCP客户端": { "data": { "uuid": "python-5-1543", "seg": [ [ [ "创建", "tcp", "客户端" ] ] ], "level": { "min": 0.9847883597883598, "max": 0.9854497354497354 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_157702_20946@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "5085869@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116895294@pip@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108365338@tkinter@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105723697@pip@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5753749@descriptor@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110693455@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "106627403@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115861934@pip@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84947753@wxpython@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "5490242@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "79505892@pyqt@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84864353@wxpython@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "4971843@descriptor@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115356254@pip@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "116356740@pip@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "执行TCP服务器和客户端": { "data": { "uuid": "python-5-1544", "seg": [ [ [ "执行", "tcp", "服务器" ], [ "客户端" ] ] ], "level": { "min": 0.9854497354497354, "max": 0.986111111111111 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1485", "seg": [ [ [ "tcp", "编程" ] ] ], "level": { "min": 0.9841269841269841, "max": 0.986111111111111 }, "related_data": {} } } }, { "UDP编程": { "children": [ { "创建UDP服务器": { "data": { "uuid": "python-5-1545", "seg": [ [ [ "创建", "udp", "服务器" ] ] ], "level": { "min": 0.986111111111111, "max": 0.9867724867724867 }, "related_data": {} } } }, { "创建UDP客户端": { "data": { "uuid": "python-5-1546", "seg": [ [ [ "创建", "udp", "客户端" ] ] ], "level": { "min": 0.9867724867724867, "max": 0.9874338624338623 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_338042_335582@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_338236_336117@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_338203_335798@8", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } }, { "执行UDP服务器和客户端": { "data": { "uuid": "python-5-1547", "seg": [ [ [ "执行", "udp", "服务器" ], [ "客户端" ] ] ], "level": { "min": 0.9874338624338623, "max": 0.988095238095238 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1486", "seg": [ [ [ "udp", "编程" ] ] ], "level": { "min": 0.986111111111111, "max": 0.988095238095238 }, "related_data": {} } } } ], "data": { "uuid": "python-3-269", "seg": [ [ [ "网络", "编程", "网络编程" ] ] ], "level": { "min": 0.9821428571428571, "max": 0.988095238095238 }, "related_data": {} } } }, { "Web编程": { "children": [ { "Web基础": { "children": [ { "HTTP协议": { "data": { "uuid": "python-5-1548", "seg": [ [ [ "http", "协议" ] ] ], "level": { "min": 0.988095238095238, "max": 0.9885912698412698 }, "related_data": {} } } }, { "Web服务器": { "data": { "uuid": "python-5-1549", "seg": [ [ [ "web", "服务器" ] ] ], "level": { "min": 0.9885912698412698, "max": 0.9890873015873015 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "19492963@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82147440@django@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "78471993@tornado@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "6704485@jython@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "前端基础": { "data": { "uuid": "python-5-1550", "seg": [ [ [ "前端", "基础" ] ] ], "level": { "min": 0.9890873015873015, "max": 0.9895833333333333 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7462783_53448445@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1086913_1293689@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7419234_53376254@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7432239_53401270@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_3115086_19903244@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7396843_53341099@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429035_53395492@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7457696_53442118@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7413309_53365200@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_645972_448043@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7441257_53417132@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7447395_53427274@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460173_53445232@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_381873_416028@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7451337_53432630@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7435373_53405931@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435357_53405872@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435990_53406993@8", "cluster_num": 1 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "101673308@python@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78324464@list@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115298556@list@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "102559913@python@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115622253@python@python", "cluster_num": 0 }, "cluster_num": 1 } ] } } } } }, { "静态服务器": { "data": { "uuid": "python-5-1551", "seg": [ [ [ "静态", "服务器", "静态服务器" ] ] ], "level": { "min": 0.9895833333333333, "max": 0.990079365079365 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1487", "seg": [ [ [ "web", "基础" ] ] ], "level": { "min": 0.988095238095238, "max": 0.990079365079365 }, "related_data": {} } } }, { "WSGI接口": { "children": [ { "CGI简介": { "data": { "uuid": "python-5-1552", "seg": [ [ [ "cgi", "简介" ] ] ], "level": { "min": 0.990079365079365, "max": 0.9905753968253967 }, "related_data": {} } } }, { "WSGI简介": { "data": { "uuid": "python-5-1553", "seg": [ [ [ "wsgi", "简介" ] ] ], "level": { "min": 0.9905753968253967, "max": 0.9910714285714286 }, "related_data": {} } } }, { "定义WSGI接口": { "data": { "uuid": "python-5-1554", "seg": [ [ [ "定义", "wsgi", "接口" ] ] ], "level": { "min": 0.9910714285714286, "max": 0.9915674603174603 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7419076_53376267@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1080533_1311692@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_773322_836985@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "78871295@list@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "运行WSGI服务": { "data": { "uuid": "python-5-1555", "seg": [ [ [ "运行", "wsgi", "服务" ] ] ], "level": { "min": 0.9915674603174603, "max": 0.9920634920634921 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1488", "seg": [ [ [ "wsgi", "接口" ] ] ], "level": { "min": 0.990079365079365, "max": 0.9920634920634921 }, "related_data": {} } } }, { "Web框架": { "children": [ { "什么是Web框架": { "data": { "uuid": "python-5-1556", "seg": [ [ [ "web", "框架" ] ] ], "level": { "min": 0.9920634920634921, "max": 0.9930555555555556 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7463420_53449301@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_746367_795737@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1064165_1262345@8", "cluster_num": 2 }, "cluster_num": 2 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "45936499@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78253382@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "71081209@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "76551260@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52004088@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "25560003@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "85231674@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82526278@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "49383575@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82526278@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7886423@jython@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "78767724@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "7657547@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78409763@tornado@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "25559749@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "100865091@virtualenv@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50548073@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "94022561@selenium@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "94577854@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "96281879@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52183301@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "47134433@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "25532601@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80973767@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "1636030@jython@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "70182416@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88352261@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "38510113@tornado@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89743027@django@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87729412@selenium@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "87729412@unittest@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102531756@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "38314435@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "118530390@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116405520@django@python", "cluster_num": 1 }, "cluster_num": 1 } ] } } } } }, { "Python中常用的Web框架": { "data": { "uuid": "python-5-1557", "seg": [ [ [ "python", "web", "框架" ] ] ], "level": { "min": 0.9930555555555556, "max": 0.9940476190476191 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1489", "seg": [ [ [ "web", "框架" ] ] ], "level": { "min": 0.9920634920634921, "max": 0.9940476190476191 }, "related_data": {} } } } ], "data": { "uuid": "python-3-270", "seg": [ [ [ "web", "编程" ] ] ], "level": { "min": 0.988095238095238, "max": 0.9940476190476191 }, "related_data": {} } } }, { "Flask框架": { "children": [ { "Flask简介": { "children": [ { "安装虚拟环境": { "data": { "uuid": "python-5-1558", "seg": [ [ [ "安装", "虚拟环境" ] ] ], "level": { "min": 0.9940476190476191, "max": 0.9945436507936508 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "79159418@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "安装Flask": { "data": { "uuid": "python-5-1559", "seg": [ [ [ "安装", "flask" ] ] ], "level": { "min": 0.9945436507936508, "max": 0.9950396825396826 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_7440563_53415893@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_192123_94728@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_653829_463556@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7422859_53384260@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_190182_90995@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7440885_53416551@8", "cluster_num": 0 }, "cluster_num": 0 } ] }, "blog": { "data_id": [ { "sample_id": { "sample_id": "78730600@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80466916@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77532510@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85172653@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78074104@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84930159@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "40857877@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80378095@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "40016235@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115921398@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80005995@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "90270965@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81361150@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "51638358@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80368733@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111721293@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "86623320@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78809693@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83795154@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86485477@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "44070567@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88191225@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "98684413@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79777637@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "83752430@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "95948882@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "95047890@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103360317@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77816942@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82768510@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84590282@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81383103@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "54429629@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88070967@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82783723@flask@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80790929@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "82560092@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109542530@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "114367729@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "72876109@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81272575@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109105352@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103011940@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "80878342@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "47731903@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82599381@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80341644@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109816058@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91129147@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109035166@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80490137@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "53955828@virtualenv@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90746977@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89199793@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "54342120@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "109129147@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118751265@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108899757@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116095462@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "92000197@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89511393@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117196684@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "76064225@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52304119@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "53767114@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103278459@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "52107749@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "113757411@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91492574@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "79607344@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88860052@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80934185@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103857030@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "51890756@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "46126625@virtualenv@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117303051@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81085874@tornado@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "105507785@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "50682988@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "93880833@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "81349270@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80536375@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "115246977@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80372815@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "71108147@flask@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80301478@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "99102124@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "92600235@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "87882067@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89363973@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "86699817@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113436366@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "41943211@tornado@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "102529442@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85319116@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103269687@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "108842854@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113485505@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "84959755@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80399384@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112769207@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103519479@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "73222027@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "116405227@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "80304482@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "84960207@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "83451321@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115378692@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "99469079@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "103520834@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118712337@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87909424@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "94433582@virtualenv@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "103519479@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "87909424@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "92622236@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88020819@tornado@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "78991442@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111192179@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88591681@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102958059@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "99880602@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "76732337@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "89705820@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89362959@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "118226708@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "89705569@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "82781556@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "82793976@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "98776060@flask@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "99715591@unittest@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "98054074@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "88364254@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "84497881@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "101271759@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80375492@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "45843283@flask@python", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "115399296@tornado@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "94344398@virtualenv@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "100106204@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "80526634@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "102642762@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "111695750@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "116400600@flask@python", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "46049197@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "77451041@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "96175571@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85334634@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "52861197@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "112250549@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "90287987@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "40541949@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91459831@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "88758395@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "117391676@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "91045074@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "88050574@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "95613050@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "85052240@flask@python", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "117442980@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "81112210@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117001705@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117730712@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117001705@django@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "114002887@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108361873@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "97884119@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "91881751@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "103712131@flask@python", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "第一个Flask程序": { "data": { "uuid": "python-5-1560", "seg": [ [ [ "flask", "程序" ] ] ], "level": { "min": 0.9950396825396826, "max": 0.9955357142857143 }, "related_data": { "blog": { "data_id": [ { "sample_id": { "sample_id": "83018317@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "77602167@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "110516671@flask@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "108866703@flask@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "110516671@django@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "70184351@flask@python", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "112916576@flask@python", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113488301@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "117930599@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113482002@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "115393407@flask@python", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "104896701@flask@python", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "113093614@flask@python", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "113730970@flask@python", "cluster_num": 2 }, "cluster_num": 2 } ] } } } } } ], "data": { "uuid": "python-4-1490", "seg": [ [ [ "flask", "简介" ] ] ], "level": { "min": 0.9940476190476191, "max": 0.9955357142857143 }, "related_data": {} } } }, { "Flask基础": { "children": [ { "开启调试模式": { "data": { "uuid": "python-5-1561", "seg": [ [ [ "开启", "调试模式" ] ] ], "level": { "min": 0.9955357142857143, "max": 0.9959077380952381 }, "related_data": {} } } }, { "路由": { "data": { "uuid": "python-5-1562", "seg": [ [ [ "路由" ] ] ], "level": { "min": 0.9959077380952381, "max": 0.9962797619047619 }, "related_data": {} } } }, { "静态文件": { "data": { "uuid": "python-5-1563", "seg": [ [ [ "静态", "文件", "静态文件" ] ] ], "level": { "min": 0.9962797619047619, "max": 0.9966517857142857 }, "related_data": {} } } }, { "蓝图": { "data": { "uuid": "python-5-1564", "seg": [ [ [ "蓝图" ] ] ], "level": { "min": 0.9966517857142857, "max": 0.9970238095238095 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1491", "seg": [ [ [ "flask", "基础" ] ] ], "level": { "min": 0.9955357142857143, "max": 0.9970238095238095 }, "related_data": {} } } }, { "模板": { "children": [ { "渲染模板": { "data": { "uuid": "python-5-1565", "seg": [ [ [ "渲染", "模板" ] ] ], "level": { "min": 0.9970238095238095, "max": 0.9975198412698413 }, "related_data": {} } } }, { "变量": { "data": { "uuid": "python-5-1566", "seg": [ [ [ "变量" ] ] ], "level": { "min": 0.9975198412698413, "max": 0.998015873015873 }, "related_data": {} } } }, { "控制结构": { "data": { "uuid": "python-5-1567", "seg": [ [ [ "控制结构" ] ] ], "level": { "min": 0.998015873015873, "max": 0.9985119047619048 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1492", "seg": [ [ [ "模板" ] ] ], "level": { "min": 0.9970238095238095, "max": 0.9985119047619048 }, "related_data": {} } } }, { "Web表单": { "children": [ { "CSRF保护和验证": { "data": { "uuid": "python-5-1568", "seg": [ [ [ "csrf", "保护" ], [ "验证" ] ] ], "level": { "min": 0.9985119047619048, "max": 0.9990079365079365 }, "related_data": {} } } }, { "表单类": { "data": { "uuid": "python-5-1569", "seg": [ [ [ "表单", "类", "表单类" ] ] ], "level": { "min": 0.9990079365079365, "max": 0.9995039682539683 }, "related_data": {} } } }, { "把表单渲染成HTML": { "data": { "uuid": "python-5-1570", "seg": [ [ [ "表单", "渲染", "成", "html" ] ] ], "level": { "min": 0.9995039682539683, "max": 1.0 }, "related_data": {} } } } ], "data": { "uuid": "python-4-1493", "seg": [ [ [ "web", "表单" ] ] ], "level": { "min": 0.9985119047619048, "max": 1.0 }, "related_data": {} } } } ], "data": { "uuid": "python-3-271", "seg": [ [ [ "flask", "框架" ] ] ], "level": { "min": 0.9940476190476191, "max": 1.0 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_356834_375068@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-2-17", "seg": [ [ [] ] ], "level": { "min": 0.9583333333333333, "max": 1.0 }, "related_data": {} } } } ], "data": { "uuid": "python-1-2", "seg": [ [ [ "python", "高阶" ] ] ], "level": { "min": 0.6666666666666666, "max": 1.0 }, "related_data": {} } } }, { "其他": { "children": [ { "其他类别标签问题": { "data": { "uuid": "python-2-18", "seg": [ [ [ "类别", "标签", "类别标签", "标签问题" ] ] ], "level": { "min": 0, "max": 0 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_769637_830593@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1090983_1298161@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_720114_714420@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_772034_835058@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_6840189_50887868@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413270_53365115@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_738459_770368@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097042_1310014@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_772242_835898@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1054372_1251698@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_929366_1064421@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_738399_770103@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451514_53432828@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7432211_53401251@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_719856_714005@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_724715_727496@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097471_1311006@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7441698_53418627@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_219584_171100@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_780627_850442@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7437424_53410223@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_910415_1047258@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1102432_1316840@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1058525_1255886@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7403775_53352375@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_781090_850960@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_375093_411355@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7436489_53408360@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_3036016_19289139@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_172154_49641@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_768536_829021@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_871866_1022763@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7398547_53344865@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7404895_53353970@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7445708_53424407@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_775519_840074@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_748728_800790@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7455931_53439272@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7407679_53357928@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1059334_1256703@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408741_53358908@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7423714_53383642@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7417205_53372021@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_378756_410319@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7410808_53361610@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7453830_53436934@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_777577_859725@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7397709_53343008@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7451370_53432802@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_649321_454876@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_765138_824572@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7431601_53400094@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_215318_161140@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_718025_713392@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1057138_1254257@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_716991_710108@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7463213_53449095@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7440019_53414889@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7409377_53359797@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_4647267_29331534@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_771397_833923@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_750198_803366@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1062353_1260086@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_748326_800225@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7460962_53446076@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_752186_806268@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397393_53342292@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7405107_53354254@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_720323_756485@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7440089_53420196@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7437145_53410151@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_716458_709190@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_346937_352557@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1100858_1315581@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_698659_585869@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_786979_862311@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_776470_842328@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7430909_53398796@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7419722_53377963@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435525_53406381@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1095526_1306936@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426138_53389797@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_724349_731613@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7396152_53339417@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7437789_53411026@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1099199_1314154@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7447022_53432109@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7436609_53408549@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7453044_53435682@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7431502_53399856@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_752966_807253@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7415513_53368978@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_749260_801927@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_763405_823774@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_753401_807877@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_709557_667368@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1104910_1319091@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1051880_1249432@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_756701_811858@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7422862_53381796@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_779409_849996@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7444159_53422050@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_701471_592770@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7442698_53419675@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7437144_53409769@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397430_53342375@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7432777_53402359@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7445214_53423802@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_720382_714866@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_338768_337624@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7407075_53356845@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_753392_807858@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_750460_805096@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7408422_53358696@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_693773_572078@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_718231_711823@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_723014_722546@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_759386_815631@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7423286_53383078@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7395953_53339037@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7450869_53431979@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7440525_53415899@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7406668_53356177@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7450604_53431332@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7412044_53363250@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_685562_545595@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425470_53386902@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7400090_53348724@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_383797_419497@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7427861_53393105@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1068513_1269294@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_647140_450252@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_725723_730736@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_750750_804020@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459963_53444981@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_883697_1022260@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_756676_813433@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7427068_53391094@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1090088_1296755@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1054055_1251336@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_161947_35482@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7403550_53352421@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7325529_53337412@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7425648_53389053@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7405594_53354889@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1055593_1252787@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7444188_53422151@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_757524_813111@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_686732_548895@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_759285_815531@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_740325_777448@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7414063_53366549@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_769306_832260@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_783947_858294@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_767245_826793@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7403523_53416978@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7403587_53352313@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7412178_53363412@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7414987_53368161@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7435931_53406950@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7406219_53355638@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7395960_53339089@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_5890129_37648406@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7395951_53339034@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_771410_834065@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_738065_769049@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7413240_53365600@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_719167_713135@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_750172_803051@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7436003_53407044@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7426567_53390104@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1057361_1254460@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7400069_53347819@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_751212_804824@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453891_53436561@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7417906_53373690@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_750847_804435@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_717575_710889@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429013_53395429@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413969_53366323@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_699984_588560@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_4645111_29327472@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7431404_53399712@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7419495_53379583@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_760908_818199@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_768170_1262140@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_3474325_22966983@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451373_53432611@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_752957_807314@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7439784_53414563@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_672337_504347@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_2132278_11565556@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427670_53392318@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1053133_1250478@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_747676_799165@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_382469_417072@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1091130_1298406@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_681770_534959@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7406242_53355655@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_682267_536522@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1075020_1279516@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425511_53387181@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_886666_1026046@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_660939_475725@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1090871_1301678@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_754171_809059@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1068594_1270374@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1064307_1262543@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7414304_53366914@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413941_53366209@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_747793_826913@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_769839_831245@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_771196_833628@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_238418_220212@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_823925_924538@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_679122_525424@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_770992_833235@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_736383_763829@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_767035_826993@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1002100_1182622@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397222_53344462@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7403475_53352322@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7424151_53384823@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7440502_53415795@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_838328_945680@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7416045_53369715@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_747398_807996@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_677708_520155@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7400945_53348965@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_733943_756486@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_770578_832584@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7399595_53346956@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1080222_1285341@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_753030_807664@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1097019_1309995@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_717028_835271@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7458687_53443426@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_646738_449892@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7423840_53384042@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7443155_53420195@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7403624_53352187@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7414503_53367421@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1056755_1253798@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1051945_1249400@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443729_53422353@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433734_53404041@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1062593_1260376@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7434970_53405445@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_899155_1037254@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7406967_53356664@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1065892_1265201@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7428416_53394243@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7422419_53381110@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7417014_53371686@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7403110_53351344@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_731439_749041@8", "cluster_num": 0 }, "cluster_num": 0 } ] } } } } }, { "应用类问题": { "data": { "uuid": "python-2-19", "seg": [ [ [ "类" ] ] ], "level": { "min": 0, "max": 0 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_838954_947554@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1099978_1314903@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445785_53424616@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_768584_830176@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7399295_53346285@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7456509_53440302@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_770050_831384@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_718014_711556@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_703307_594118@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_356720_372635@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433771_53404077@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7398264_53344269@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7445961_53425020@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7398390_53344521@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1098575_1313193@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7418557_53375133@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_692623_568170@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1098606_1313266@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7450803_53431870@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453894_53436600@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_760875_818181@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7449318_53429357@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7433638_53404088@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_729197_742035@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_923471_1059684@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1922021_9486176@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427438_53391906@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1057587_1254676@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7427156_53391201@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7406285_53355703@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425448_53386901@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1097311_1310625@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455053_53437808@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_677102_517959@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7460276_53445341@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397120_53341633@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1061921_1259753@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_2658126_18711013@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1057137_1254274@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_736663_765003@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7454429_53437134@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_177753_61216@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7454010_53436672@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397248_53342024@8", "cluster_num": 1 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7407596_53357646@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7399377_53346506@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1062852_1260770@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7437937_53411207@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_770870_832950@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7427909_53394494@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_776907_842444@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7398889_53345533@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443697_53420901@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_372949_400512@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_718601_712349@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1094491_1304811@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1058771_1256120@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7458985_53443742@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7398574_53344915@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1069374_1270338@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7455421_53438491@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429504_53396416@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7440102_53415030@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7431299_53399549@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7418595_53374806@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7448320_53428462@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_660270_474466@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7449559_53429740@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7444432_53422613@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7431753_53400314@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1008781_1194495@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_770221_831714@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_774148_838933@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426291_53389542@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425694_53387324@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_653966_463224@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7407164_53357008@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7463843_53450040@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7448010_53428084@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7452991_53435529@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7440177_53415264@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_748261_800121@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7456262_53439801@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_169285_73109@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7398298_53344849@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438455_53411808@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7412582_53363910@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_675072_805180@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455558_53438681@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7438983_53412448@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_677082_517901@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7427398_53391915@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1097113_1311219@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_896893_1042454@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7400621_53348651@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7455084_53437831@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1094429_1304706@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1058764_1256108@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7426783_53390676@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7445872_53425025@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7431084_53399087@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1097096_1310204@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7449000_53429138@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448304_53428527@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7417168_53371991@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459976_53446099@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431923_53400791@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_757623_813204@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_710202_668137@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7431766_53400697@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7447873_53427834@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_262953_276656@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_760985_818242@8", "cluster_num": 2 }, "cluster_num": 0 } ] } } } } }, { "第三方包问题": { "data": { "uuid": "python-2-20", "seg": [ [ [ "包" ] ] ], "level": { "min": 0, "max": 0 }, "related_data": { "qa": { "data_id": [ { "sample_id": { "sample_id": "8_1077828_1282264@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_985644_1149188@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1059883_1257278@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_688018_552849@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448039_53428034@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_783398_855452@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442196_53419008@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7451545_53432836@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7457671_53442092@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7419404_53376575@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409139_53359412@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7418195_53374076@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_756376_811492@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1058577_1255916@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1091394_1301376@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_649167_503996@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7462076_53447448@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1051172_1248448@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399414_53347370@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7430289_53397411@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7429560_53396452@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_930452_1067054@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_774704_838795@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7440256_53415325@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_647176_450342@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7396706_53340797@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7464538_53450975@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413624_53365767@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7406008_53358241@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_358731_377392@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1054403_1251657@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_750174_803158@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_680082_529056@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7440933_53416647@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433703_53404366@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7437523_53410602@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442942_53419960@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7425021_53386207@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7416862_53371255@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7431465_53399847@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7438392_53411732@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7429407_53396356@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7464982_53451707@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1024957_1219806@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7457144_53441232@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1090032_1296711@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7405579_53355000@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7443201_53420259@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7429693_53396683@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7423218_53382804@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7409488_53359946@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_720386_714865@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413487_53365471@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7440668_53416106@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_759146_815215@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7415558_53369039@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_724862_727886@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_713359_705036@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_242332_809332@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444457_53422602@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7408792_53359001@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7396539_53342142@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_200035_119635@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_392884_436912@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_716602_709437@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459531_53444495@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_724194_726179@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1060267_1257814@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7459991_53445013@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7461369_53446450@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_749912_805178@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7418606_53375519@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_970929_1126092@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_768305_828529@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_3463532_22802000@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_750060_805176@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1058605_1258306@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7417391_53372871@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7457056_53441179@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7453116_53435668@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_723303_723456@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_240084_224061@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1052206_1249822@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_677712_520185@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_714658_706637@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_758810_814905@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_168803_44355@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7408715_53358929@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7428962_53395326@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_948180_1098370@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7448294_53428420@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7417341_53372342@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_754632_809747@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7454796_53437778@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7403753_53352360@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_695557_578312@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7423263_53382942@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442534_53419408@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397657_53344036@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1086076_1296885@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7460093_53445662@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442694_53420086@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_762713_820997@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_201995_126576@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_679830_808940@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7450723_53431693@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_687427_550986@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7417560_53372879@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_987545_1151390@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_212886_155460@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_770388_832060@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1068222_1269411@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7463172_53448963@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1051431_1248759@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7457843_53442327@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7446659_53426164@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1053770_1250946@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_753798_808504@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1094606_1304996@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1051881_1249238@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7410097_53360721@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_713649_705182@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1090247_1302135@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1104831_1319047@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_685260_544871@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7424031_53384470@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_942305_1083006@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7419012_53375660@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7424697_53385872@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_753421_807896@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1077269_1281652@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7460995_53446102@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1102735_1317483@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7415339_53368923@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_699662_588175@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7433835_53404451@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769585_1308660@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_799753_898225@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_942303_1079150@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_1050516_1247686@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7399676_53347284@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7418504_53375370@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_758073_813795@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1088976_1295901@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7412934_53364525@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_749913_802652@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_866010_1008919@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_688664_555077@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_945081_1083479@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_379297_411214@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442051_53418922@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_835863_940770@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_694802_575730@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7454346_53437057@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7444000_53421592@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_717032_710171@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_821592_931567@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455671_53441041@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_701749_591729@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441718_53417986@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1053316_1250645@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_764418_823092@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_748308_812913@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_724159_726168@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_675576_510182@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_770124_831542@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7433597_53403892@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1008670_1192877@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1094983_1305623@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_242502_229856@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_935462_1071743@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441932_53418506@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_701256_591239@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1058403_1255842@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1049427_1246900@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_683438_539605@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7433001_53402774@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_687469_551025@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_668383_488718@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7463452_53449381@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_923866_1058688@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1100773_1315554@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7418598_53374968@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_701750_591816@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1053662_1250912@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_367135_392478@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7403540_53352394@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_368109_394872@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7425960_53388320@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_965453_1117350@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7415713_53369334@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7442776_53419732@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7454601_53440122@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7404738_53353684@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1049426_1246901@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1094908_1305494@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_766602_825979@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1098127_1312554@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_720306_714740@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_719451_713521@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_386713_425179@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7435240_53405748@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_782837_862188@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7397896_53343402@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_775414_841174@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7418503_53374481@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_748965_801229@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1093352_1302753@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7408489_53358613@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7418361_53374328@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_925588_1061236@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_185768_78014@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_965029_1116252@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_688657_555042@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7441306_53417263@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_769840_831023@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_725716_730727@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7455061_53437795@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7413159_53364954@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_967664_1120562@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7399696_53347153@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7413599_53365687@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7449487_53429604@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7451492_53432819@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_828151_924221@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7417486_53372788@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_672189_509734@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1097649_1311417@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7034524_50877339@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_726639_733721@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_363352_384132@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7427279_53391480@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_1058579_1255911@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7441662_53417922@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7413287_53365194@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_691257_563228@8", "cluster_num": 0 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_962890_1123018@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_375447_411359@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_868544_999380@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_644849_445983@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_4645692_29328606@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1071293_1274019@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7446990_53427911@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_737292_766779@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_784772_861356@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1053004_1250347@8", "cluster_num": 2 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_7434751_53405134@8", "cluster_num": 1 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_696051_579293@8", "cluster_num": 1 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_1063789_1261969@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_683473_539707@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_7424107_53384699@8", "cluster_num": 2 }, "cluster_num": 2 }, { "sample_id": { "sample_id": "8_7443293_53420350@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_765225_824173@8", "cluster_num": 0 }, "cluster_num": 1 }, { "sample_id": { "sample_id": "8_767044_826620@8", "cluster_num": 2 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_719842_713990@8", "cluster_num": 0 }, "cluster_num": 0 }, { "sample_id": { "sample_id": "8_983671_1149183@8", "cluster_num": 1 }, "cluster_num": 0 } ] } } } } } ], "data": { "uuid": "python-1-3", "seg": [ [ [] ] ], "level": { "min": 0, "max": 0 }, "related_data": {} } } } ], "data": { "uuid": "python-0-0", "seg": [ [ [ "csdn", "roadmap", "python", "revised" ] ] ], "level": { "min": 0, "max": 1 }, "related_data": {} } } }