diff --git a/data/highs_lows.py b/data/highs_lows.py deleted file mode 100644 index 6b32ddf8550e848278a739727931bf43059f0d11..0000000000000000000000000000000000000000 --- a/data/highs_lows.py +++ /dev/null @@ -1,7 +0,0 @@ -import csv - -filename = 'sitka_weather_07-2014.csv' -with open(filename) as f: - reader = csv.reader(f) - header_row = next(reader) - print(header_row) \ No newline at end of file diff --git a/matplotlib_dataScience/Ipynb_importer.py b/matplotlib_dataScience/Ipynb_importer.py new file mode 100644 index 0000000000000000000000000000000000000000..1b5261915354bc37b3d6438c968fb781d46f47fd --- /dev/null +++ b/matplotlib_dataScience/Ipynb_importer.py @@ -0,0 +1,92 @@ +#!/usr/bin/env python +# coding: utf-8 + +# In[ ]: + + +import io, os,sys,types +from IPython import get_ipython +from nbformat import read +from IPython.core.interactiveshell import InteractiveShell + +class NotebookFinder(object): + """Module finder that locates Jupyter Notebooks""" + def __init__(self): + self.loaders = {} + + def find_module(self, fullname, path=None): + nb_path = find_notebook(fullname, path) + if not nb_path: + return + + key = path + if path: + # lists aren't hashable + key = os.path.sep.join(path) + + if key not in self.loaders: + self.loaders[key] = NotebookLoader(path) + return self.loaders[key] + +def find_notebook(fullname, path=None): + """find a notebook, given its fully qualified name and an optional path + + This turns "foo.bar" into "foo/bar.ipynb" + and tries turning "Foo_Bar" into "Foo Bar" if Foo_Bar + does not exist. + """ + name = fullname.rsplit('.', 1)[-1] + if not path: + path = [''] + for d in path: + nb_path = os.path.join(d, name + ".ipynb") + if os.path.isfile(nb_path): + return nb_path + # let import Notebook_Name find "Notebook Name.ipynb" + nb_path = nb_path.replace("_", " ") + if os.path.isfile(nb_path): + return nb_path + +class NotebookLoader(object): + """Module Loader for Jupyter Notebooks""" + def __init__(self, path=None): + self.shell = InteractiveShell.instance() + self.path = path + + def load_module(self, fullname): + """import a notebook as a module""" + path = find_notebook(fullname, self.path) + + print ("importing Jupyter notebook from %s" % path) + + # load the notebook object + with io.open(path, 'r', encoding='utf-8') as f: + nb = read(f, 4) + + + # create the module and add it to sys.modules + # if name in sys.modules: + # return sys.modules[name] + mod = types.ModuleType(fullname) + mod.__file__ = path + mod.__loader__ = self + mod.__dict__['get_ipython'] = get_ipython + sys.modules[fullname] = mod + + # extra work to ensure that magics that would affect the user_ns + # actually affect the notebook module's ns + save_user_ns = self.shell.user_ns + self.shell.user_ns = mod.__dict__ + + try: + for cell in nb.cells: + if cell.cell_type == 'code': + # transform the input to executable Python + code = self.shell.input_transformer_manager.transform_cell(cell.source) + # run the code in themodule + exec(code, mod.__dict__) + finally: + self.shell.user_ns = save_user_ns + return mod +sys.meta_path.append(NotebookFinder()) + diff --git a/matplotlib_dataScience/btc_close_2017.ipynb b/matplotlib_dataScience/btc_close_2017.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..3731c51c1756990f1d936f1462323ff9af9d83fc --- /dev/null +++ b/matplotlib_dataScience/btc_close_2017.ipynb @@ -0,0 +1,647 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "1a6da5bb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2017-01-01 is month 1 week 52, Sunday ,the close price is 6928 RMB\n", + "2017-01-02 is month 1 week 1, Monday ,the close price is 7070 RMB\n", + "2017-01-03 is month 1 week 1, Tuesday ,the close price is 7175 RMB\n", + "2017-01-04 is month 1 week 1, Wednesday ,the close price is 7835 RMB\n", + "2017-01-05 is month 1 week 1, Thursday ,the close price is 6928 RMB\n", + "2017-01-06 is month 1 week 1, Friday ,the close price is 6196 RMB\n", + "2017-01-07 is month 1 week 1, Saturday ,the close price is 6262 RMB\n", + "2017-01-08 is month 1 week 1, Sunday ,the close price is 6319 RMB\n", + "2017-01-09 is month 1 week 2, Monday ,the close price is 6239 RMB\n", + "2017-01-10 is month 1 week 2, Tuesday ,the close price is 6263 RMB\n", + "2017-01-11 is month 1 week 2, Wednesday ,the close price is 5383 RMB\n", + "2017-01-12 is month 1 week 2, Thursday ,the close price is 5566 RMB\n", + "2017-01-13 is month 1 week 2, Friday ,the close price is 5700 RMB\n", + "2017-01-14 is month 1 week 2, Saturday ,the close price is 5648 RMB\n", + "2017-01-15 is month 1 week 2, Sunday ,the close price is 5674 RMB\n", + "2017-01-16 is month 1 week 3, Monday ,the close price is 5730 RMB\n", + "2017-01-17 is month 1 week 3, Tuesday ,the close price is 6202 RMB\n", + "2017-01-18 is month 1 week 3, Wednesday ,the close price is 6047 RMB\n", + "2017-01-19 is month 1 week 3, Thursday ,the close price is 6170 RMB\n", + "2017-01-20 is month 1 week 3, Friday ,the close price is 6131 RMB\n", + "2017-01-21 is month 1 week 3, Saturday ,the close price is 6326 RMB\n", + "2017-01-22 is month 1 week 3, Sunday ,the close price is 6362 RMB\n", + "2017-01-23 is month 1 week 4, Monday ,the close price is 6255 RMB\n", + "2017-01-24 is month 1 week 4, Tuesday ,the close price is 6074 RMB\n", + "2017-01-25 is month 1 week 4, Wednesday ,the close price is 6154 RMB\n", + "2017-01-26 is month 1 week 4, Thursday ,the close price is 6295 RMB\n", + "2017-01-27 is month 1 week 4, Friday ,the close price is 6320 RMB\n", + "2017-01-28 is month 1 week 4, Saturday ,the close price is 6332 RMB\n", + "2017-01-29 is month 1 week 4, Sunday ,the close price is 6289 RMB\n", + "2017-01-30 is month 1 week 5, Monday ,the close price is 6332 RMB\n", + "2017-01-31 is month 1 week 5, Tuesday ,the close price is 6657 RMB\n", + "2017-02-01 is month 2 week 5, Wednesday ,the close price is 6793 RMB\n", + "2017-02-02 is month 2 week 5, Thursday ,the close price is 6934 RMB\n", + "2017-02-03 is month 2 week 5, Friday ,the close price is 6995 RMB\n", + "2017-02-04 is month 2 week 5, Saturday ,the close price is 7102 RMB\n", + "2017-02-05 is month 2 week 5, Sunday ,the close price is 6965 RMB\n", + "2017-02-06 is month 2 week 6, Monday ,the close price is 7034 RMB\n", + "2017-02-07 is month 2 week 6, Tuesday ,the close price is 7245 RMB\n", + "2017-02-08 is month 2 week 6, Wednesday ,the close price is 7246 RMB\n", + "2017-02-09 is month 2 week 6, Thursday ,the close price is 6811 RMB\n", + "2017-02-10 is month 2 week 6, Friday ,the close price is 6833 RMB\n", + "2017-02-11 is month 2 week 6, Saturday ,the close price is 6946 RMB\n", + "2017-02-12 is month 2 week 6, Sunday ,the close price is 6883 RMB\n", + "2017-02-13 is month 2 week 7, Monday ,the close price is 6858 RMB\n", + "2017-02-14 is month 2 week 7, Tuesday ,the close price is 6930 RMB\n", + "2017-02-15 is month 2 week 7, Wednesday ,the close price is 6935 RMB\n", + "2017-02-16 is month 2 week 7, Thursday ,the close price is 7088 RMB\n", + "2017-02-17 is month 2 week 7, Friday ,the close price is 7229 RMB\n", + "2017-02-18 is month 2 week 7, Saturday ,the close price is 7267 RMB\n", + "2017-02-19 is month 2 week 7, Sunday ,the close price is 7220 RMB\n", + "2017-02-20 is month 2 week 8, Monday ,the close price is 7450 RMB\n", + "2017-02-21 is month 2 week 8, Tuesday ,the close price is 7732 RMB\n", + "2017-02-22 is month 2 week 8, Wednesday ,the close price is 7716 RMB\n", + "2017-02-23 is month 2 week 8, Thursday ,the close price is 8092 RMB\n", + "2017-02-24 is month 2 week 8, Friday ,the close price is 8109 RMB\n", + "2017-02-25 is month 2 week 8, Saturday ,the close price is 7908 RMB\n", + "2017-02-26 is month 2 week 8, Sunday ,the close price is 8137 RMB\n", + "2017-02-27 is month 2 week 9, Monday ,the close price is 8206 RMB\n", + "2017-02-28 is month 2 week 9, Tuesday ,the close price is 8176 RMB\n", + "2017-03-01 is month 3 week 9, Wednesday ,the close price is 8464 RMB\n", + "2017-03-02 is month 3 week 9, Thursday ,the close price is 8688 RMB\n", + "2017-03-03 is month 3 week 9, Friday ,the close price is 8900 RMB\n", + "2017-03-04 is month 3 week 9, Saturday ,the close price is 8741 RMB\n", + "2017-03-05 is month 3 week 9, Sunday ,the close price is 8816 RMB\n", + "2017-03-06 is month 3 week 10, Monday ,the close price is 8832 RMB\n", + "2017-03-07 is month 3 week 10, Tuesday ,the close price is 8504 RMB\n", + "2017-03-08 is month 3 week 10, Wednesday ,the close price is 7953 RMB\n", + "2017-03-09 is month 3 week 10, Thursday ,the close price is 8235 RMB\n", + "2017-03-10 is month 3 week 10, Friday ,the close price is 7716 RMB\n", + "2017-03-11 is month 3 week 10, Saturday ,the close price is 8161 RMB\n", + "2017-03-12 is month 3 week 10, Sunday ,the close price is 8441 RMB\n", + "2017-03-13 is month 3 week 11, Monday ,the close price is 8595 RMB\n", + "2017-03-14 is month 3 week 11, Tuesday ,the close price is 8616 RMB\n", + "2017-03-15 is month 3 week 11, Wednesday ,the close price is 8711 RMB\n", + "2017-03-16 is month 3 week 11, Thursday ,the close price is 8091 RMB\n", + "2017-03-17 is month 3 week 11, Friday ,the close price is 7379 RMB\n", + "2017-03-18 is month 3 week 11, Saturday ,the close price is 6694 RMB\n", + "2017-03-19 is month 3 week 11, Sunday ,the close price is 7028 RMB\n", + "2017-03-20 is month 3 week 12, Monday ,the close price is 7196 RMB\n", + "2017-03-21 is month 3 week 12, Tuesday ,the close price is 7680 RMB\n", + "2017-03-22 is month 3 week 12, Wednesday ,the close price is 7139 RMB\n", + "2017-03-23 is month 3 week 12, Thursday ,the close price is 7092 RMB\n", + "2017-03-24 is month 3 week 12, Friday ,the close price is 6437 RMB\n", + "2017-03-25 is month 3 week 12, Saturday ,the close price is 6640 RMB\n", + "2017-03-26 is month 3 week 12, Sunday ,the close price is 6623 RMB\n", + "2017-03-27 is month 3 week 13, Monday ,the close price is 7151 RMB\n", + "2017-03-28 is month 3 week 13, Tuesday ,the close price is 7184 RMB\n", + "2017-03-29 is month 3 week 13, Wednesday ,the close price is 7168 RMB\n", + "2017-03-30 is month 3 week 13, Thursday ,the close price is 7146 RMB\n", + "2017-03-31 is month 3 week 13, Friday ,the close price is 7439 RMB\n", + "2017-04-01 is month 4 week 13, Saturday ,the close price is 7506 RMB\n", + "2017-04-02 is month 4 week 13, Sunday ,the close price is 7566 RMB\n", + "2017-04-03 is month 4 week 14, Monday ,the close price is 7903 RMB\n", + "2017-04-04 is month 4 week 14, Tuesday ,the close price is 7874 RMB\n", + "2017-04-05 is month 4 week 14, Wednesday ,the close price is 7827 RMB\n", + "2017-04-06 is month 4 week 14, Thursday ,the close price is 8212 RMB\n", + "2017-04-07 is month 4 week 14, Friday ,the close price is 8236 RMB\n", + "2017-04-08 is month 4 week 14, Saturday ,the close price is 8180 RMB\n", + "2017-04-09 is month 4 week 14, Sunday ,the close price is 8354 RMB\n", + "2017-04-10 is month 4 week 15, Monday ,the close price is 8375 RMB\n", + "2017-04-11 is month 4 week 15, Tuesday ,the close price is 8442 RMB\n", + "2017-04-12 is month 4 week 15, Wednesday ,the close price is 8382 RMB\n", + "2017-04-13 is month 4 week 15, Thursday ,the close price is 8117 RMB\n", + "2017-04-14 is month 4 week 15, Friday ,the close price is 8151 RMB\n", + "2017-04-15 is month 4 week 15, Saturday ,the close price is 8129 RMB\n", + "2017-04-16 is month 4 week 15, Sunday ,the close price is 8167 RMB\n", + "2017-04-17 is month 4 week 16, Monday ,the close price is 8267 RMB\n", + "2017-04-18 is month 4 week 16, Tuesday ,the close price is 8379 RMB\n", + "2017-04-19 is month 4 week 16, Wednesday ,the close price is 8436 RMB\n", + "2017-04-20 is month 4 week 16, Thursday ,the close price is 8639 RMB\n", + "2017-04-21 is month 4 week 16, Friday ,the close price is 8654 RMB\n", + "2017-04-22 is month 4 week 16, Saturday ,the close price is 8567 RMB\n", + "2017-04-23 is month 4 week 16, Sunday ,the close price is 8458 RMB\n", + "2017-04-24 is month 4 week 17, Monday ,the close price is 8594 RMB\n", + "2017-04-25 is month 4 week 17, Tuesday ,the close price is 8700 RMB\n", + "2017-04-26 is month 4 week 17, Wednesday ,the close price is 8857 RMB\n", + "2017-04-27 is month 4 week 17, Thursday ,the close price is 9167 RMB\n", + "2017-04-28 is month 4 week 17, Friday ,the close price is 9101 RMB\n", + "2017-04-29 is month 4 week 17, Saturday ,the close price is 9149 RMB\n", + "2017-04-30 is month 4 week 17, Sunday ,the close price is 9325 RMB\n", + "2017-05-01 is month 5 week 18, Monday ,the close price is 9665 RMB\n", + "2017-05-02 is month 5 week 18, Tuesday ,the close price is 9944 RMB\n", + "2017-05-03 is month 5 week 18, Wednesday ,the close price is 10292 RMB\n", + "2017-05-04 is month 5 week 18, Thursday ,the close price is 10452 RMB\n", + "2017-05-05 is month 5 week 18, Friday ,the close price is 10439 RMB\n", + "2017-05-06 is month 5 week 18, Saturday ,the close price is 10688 RMB\n", + "2017-05-07 is month 5 week 18, Sunday ,the close price is 10660 RMB\n", + "2017-05-08 is month 5 week 19, Monday ,the close price is 11317 RMB\n", + "2017-05-09 is month 5 week 19, Tuesday ,the close price is 11794 RMB\n", + "2017-05-10 is month 5 week 19, Wednesday ,the close price is 12126 RMB\n", + "2017-05-11 is month 5 week 19, Thursday ,the close price is 12478 RMB\n", + "2017-05-12 is month 5 week 19, Friday ,the close price is 11569 RMB\n", + "2017-05-13 is month 5 week 19, Saturday ,the close price is 12141 RMB\n", + "2017-05-14 is month 5 week 19, Sunday ,the close price is 12229 RMB\n", + "2017-05-15 is month 5 week 20, Monday ,the close price is 11701 RMB\n", + "2017-05-16 is month 5 week 20, Tuesday ,the close price is 11835 RMB\n", + "2017-05-17 is month 5 week 20, Wednesday ,the close price is 12403 RMB\n", + "2017-05-18 is month 5 week 20, Thursday ,the close price is 13002 RMB\n", + "2017-05-19 is month 5 week 20, Friday ,the close price is 13549 RMB\n", + "2017-05-20 is month 5 week 20, Saturday ,the close price is 14127 RMB\n", + "2017-05-21 is month 5 week 20, Sunday ,the close price is 14091 RMB\n", + "2017-05-22 is month 5 week 21, Monday ,the close price is 14731 RMB\n", + "2017-05-23 is month 5 week 21, Tuesday ,the close price is 15784 RMB\n", + "2017-05-24 is month 5 week 21, Wednesday ,the close price is 17061 RMB\n", + "2017-05-25 is month 5 week 21, Thursday ,the close price is 16190 RMB\n", + "2017-05-26 is month 5 week 21, Friday ,the close price is 15402 RMB\n", + "2017-05-27 is month 5 week 21, Saturday ,the close price is 14440 RMB\n", + "2017-05-28 is month 5 week 21, Sunday ,the close price is 15139 RMB\n", + "2017-05-29 is month 5 week 22, Monday ,the close price is 15700 RMB\n", + "2017-05-30 is month 5 week 22, Tuesday ,the close price is 15064 RMB\n", + "2017-05-31 is month 5 week 22, Wednesday ,the close price is 15869 RMB\n", + "2017-06-01 is month 6 week 22, Thursday ,the close price is 16693 RMB\n", + "2017-06-02 is month 6 week 22, Friday ,the close price is 17149 RMB\n", + "2017-06-03 is month 6 week 22, Saturday ,the close price is 17410 RMB\n", + "2017-06-04 is month 6 week 22, Sunday ,the close price is 17399 RMB\n", + "2017-06-05 is month 6 week 23, Monday ,the close price is 18621 RMB\n", + "2017-06-06 is month 6 week 23, Tuesday ,the close price is 19797 RMB\n", + "2017-06-07 is month 6 week 23, Wednesday ,the close price is 18205 RMB\n", + "2017-06-08 is month 6 week 23, Thursday ,the close price is 19209 RMB\n", + "2017-06-09 is month 6 week 23, Friday ,the close price is 19218 RMB\n", + "2017-06-10 is month 6 week 23, Saturday ,the close price is 20004 RMB\n", + "2017-06-11 is month 6 week 23, Sunday ,the close price is 20472 RMB\n", + "2017-06-12 is month 6 week 24, Monday ,the close price is 18234 RMB\n", + "2017-06-13 is month 6 week 24, Tuesday ,the close price is 18615 RMB\n", + "2017-06-14 is month 6 week 24, Wednesday ,the close price is 16946 RMB\n", + "2017-06-15 is month 6 week 24, Thursday ,the close price is 16724 RMB\n", + "2017-06-16 is month 6 week 24, Friday ,the close price is 17217 RMB\n", + "2017-06-17 is month 6 week 24, Saturday ,the close price is 18142 RMB\n", + "2017-06-18 is month 6 week 24, Sunday ,the close price is 17535 RMB\n", + "2017-06-19 is month 6 week 25, Monday ,the close price is 18015 RMB\n", + "2017-06-20 is month 6 week 25, Tuesday ,the close price is 18975 RMB\n", + "2017-06-21 is month 6 week 25, Wednesday ,the close price is 18522 RMB\n", + "2017-06-22 is month 6 week 25, Thursday ,the close price is 18733 RMB\n", + "2017-06-23 is month 6 week 25, Friday ,the close price is 18720 RMB\n", + "2017-06-24 is month 6 week 25, Saturday ,the close price is 17906 RMB\n", + "2017-06-25 is month 6 week 25, Sunday ,the close price is 17734 RMB\n", + "2017-06-26 is month 6 week 26, Monday ,the close price is 17001 RMB\n", + "2017-06-27 is month 6 week 26, Tuesday ,the close price is 17666 RMB\n", + "2017-06-28 is month 6 week 26, Wednesday ,the close price is 17575 RMB\n", + "2017-06-29 is month 6 week 26, Thursday ,the close price is 17385 RMB\n", + "2017-06-30 is month 6 week 26, Friday ,the close price is 16943 RMB\n", + "2017-07-01 is month 7 week 26, Saturday ,the close price is 16674 RMB\n", + "2017-07-02 is month 7 week 26, Sunday ,the close price is 17150 RMB\n", + "2017-07-03 is month 7 week 27, Monday ,the close price is 17549 RMB\n", + "2017-07-04 is month 7 week 27, Tuesday ,the close price is 17851 RMB\n", + "2017-07-05 is month 7 week 27, Wednesday ,the close price is 17812 RMB\n", + "2017-07-06 is month 7 week 27, Thursday ,the close price is 17813 RMB\n", + "2017-07-07 is month 7 week 27, Friday ,the close price is 17156 RMB\n", + "2017-07-08 is month 7 week 27, Saturday ,the close price is 17557 RMB\n", + "2017-07-09 is month 7 week 27, Sunday ,the close price is 17189 RMB\n", + "2017-07-10 is month 7 week 28, Monday ,the close price is 16137 RMB\n", + "2017-07-11 is month 7 week 28, Tuesday ,the close price is 15865 RMB\n", + "2017-07-12 is month 7 week 28, Wednesday ,the close price is 16446 RMB\n", + "2017-07-13 is month 7 week 28, Thursday ,the close price is 16036 RMB\n", + "2017-07-14 is month 7 week 28, Friday ,the close price is 15132 RMB\n", + "2017-07-15 is month 7 week 28, Saturday ,the close price is 13510 RMB\n", + "2017-07-16 is month 7 week 28, Sunday ,the close price is 13075 RMB\n", + "2017-07-17 is month 7 week 29, Monday ,the close price is 15192 RMB\n", + "2017-07-18 is month 7 week 29, Tuesday ,the close price is 15706 RMB\n", + "2017-07-19 is month 7 week 29, Wednesday ,the close price is 15491 RMB\n", + "2017-07-20 is month 7 week 29, Thursday ,the close price is 19449 RMB\n", + "2017-07-21 is month 7 week 29, Friday ,the close price is 18231 RMB\n", + "2017-07-22 is month 7 week 29, Saturday ,the close price is 19210 RMB\n", + "2017-07-23 is month 7 week 29, Sunday ,the close price is 18585 RMB\n", + "2017-07-24 is month 7 week 30, Monday ,the close price is 18762 RMB\n", + "2017-07-25 is month 7 week 30, Tuesday ,the close price is 17489 RMB\n", + "2017-07-26 is month 7 week 30, Wednesday ,the close price is 17219 RMB\n", + "2017-07-27 is month 7 week 30, Thursday ,the close price is 18188 RMB\n", + "2017-07-28 is month 7 week 30, Friday ,the close price is 18898 RMB\n", + "2017-07-29 is month 7 week 30, Saturday ,the close price is 18326 RMB\n", + "2017-07-30 is month 7 week 30, Sunday ,the close price is 18499 RMB\n", + "2017-07-31 is month 7 week 31, Monday ,the close price is 19334 RMB\n", + "2017-08-01 is month 8 week 31, Tuesday ,the close price is 18376 RMB\n", + "2017-08-02 is month 8 week 31, Wednesday ,the close price is 18305 RMB\n", + "2017-08-03 is month 8 week 31, Thursday ,the close price is 18901 RMB\n", + "2017-08-04 is month 8 week 31, Friday ,the close price is 19412 RMB\n", + "2017-08-05 is month 8 week 31, Saturday ,the close price is 22227 RMB\n", + "2017-08-06 is month 8 week 31, Sunday ,the close price is 22027 RMB\n", + "2017-08-07 is month 8 week 32, Monday ,the close price is 23063 RMB\n", + "2017-08-08 is month 8 week 32, Tuesday ,the close price is 23332 RMB\n", + "2017-08-09 is month 8 week 32, Wednesday ,the close price is 22541 RMB\n", + "2017-08-10 is month 8 week 32, Thursday ,the close price is 22904 RMB\n", + "2017-08-11 is month 8 week 32, Friday ,the close price is 24526 RMB\n", + "2017-08-12 is month 8 week 32, Saturday ,the close price is 26109 RMB\n", + "2017-08-13 is month 8 week 32, Sunday ,the close price is 27390 RMB\n", + "2017-08-14 is month 8 week 33, Monday ,the close price is 29237 RMB\n", + "2017-08-15 is month 8 week 33, Tuesday ,the close price is 28073 RMB\n", + "2017-08-16 is month 8 week 33, Wednesday ,the close price is 29612 RMB\n", + "2017-08-17 is month 8 week 33, Thursday ,the close price is 28816 RMB\n", + "2017-08-18 is month 8 week 33, Friday ,the close price is 27752 RMB\n", + "2017-08-19 is month 8 week 33, Saturday ,the close price is 28062 RMB\n", + "2017-08-20 is month 8 week 33, Sunday ,the close price is 27416 RMB\n", + "2017-08-21 is month 8 week 34, Monday ,the close price is 26919 RMB\n", + "2017-08-22 is month 8 week 34, Tuesday ,the close price is 27565 RMB\n", + "2017-08-23 is month 8 week 34, Wednesday ,the close price is 27907 RMB\n", + "2017-08-24 is month 8 week 34, Thursday ,the close price is 29063 RMB\n", + "2017-08-25 is month 8 week 34, Friday ,the close price is 29305 RMB\n", + "2017-08-26 is month 8 week 34, Saturday ,the close price is 29168 RMB\n", + "2017-08-27 is month 8 week 34, Sunday ,the close price is 28945 RMB\n", + "2017-08-28 is month 8 week 35, Monday ,the close price is 29340 RMB\n", + "2017-08-29 is month 8 week 35, Tuesday ,the close price is 30656 RMB\n", + "2017-08-30 is month 8 week 35, Wednesday ,the close price is 30532 RMB\n", + "2017-08-31 is month 8 week 35, Thursday ,the close price is 31391 RMB\n", + "2017-09-01 is month 9 week 35, Friday ,the close price is 32482 RMB\n", + "2017-09-02 is month 9 week 35, Saturday ,the close price is 30470 RMB\n", + "2017-09-03 is month 9 week 35, Sunday ,the close price is 30336 RMB\n", + "2017-09-04 is month 9 week 36, Monday ,the close price is 28208 RMB\n", + "2017-09-05 is month 9 week 36, Tuesday ,the close price is 28918 RMB\n", + "2017-09-06 is month 9 week 36, Wednesday ,the close price is 30181 RMB\n", + "2017-09-07 is month 9 week 36, Thursday ,the close price is 30089 RMB\n", + "2017-09-08 is month 9 week 36, Friday ,the close price is 27976 RMB\n", + "2017-09-09 is month 9 week 36, Saturday ,the close price is 27818 RMB\n", + "2017-09-10 is month 9 week 36, Sunday ,the close price is 27359 RMB\n", + "2017-09-11 is month 9 week 37, Monday ,the close price is 27351 RMB\n", + "2017-09-12 is month 9 week 37, Tuesday ,the close price is 27111 RMB\n", + "2017-09-13 is month 9 week 37, Wednesday ,the close price is 25354 RMB\n", + "2017-09-14 is month 9 week 37, Thursday ,the close price is 21152 RMB\n", + "2017-09-15 is month 9 week 37, Friday ,the close price is 24164 RMB\n", + "2017-09-16 is month 9 week 37, Saturday ,the close price is 24111 RMB\n", + "2017-09-17 is month 9 week 37, Sunday ,the close price is 24057 RMB\n", + "2017-09-18 is month 9 week 38, Monday ,the close price is 26737 RMB\n", + "2017-09-19 is month 9 week 38, Tuesday ,the close price is 25652 RMB\n", + "2017-09-20 is month 9 week 38, Wednesday ,the close price is 25361 RMB\n", + "2017-09-21 is month 9 week 38, Thursday ,the close price is 23804 RMB\n", + "2017-09-22 is month 9 week 38, Friday ,the close price is 23761 RMB\n", + "2017-09-23 is month 9 week 38, Saturday ,the close price is 24908 RMB\n", + "2017-09-24 is month 9 week 38, Sunday ,the close price is 24216 RMB\n", + "2017-09-25 is month 9 week 39, Monday ,the close price is 26007 RMB\n", + "2017-09-26 is month 9 week 39, Tuesday ,the close price is 25869 RMB\n", + "2017-09-27 is month 9 week 39, Wednesday ,the close price is 27955 RMB\n", + "2017-09-28 is month 9 week 39, Thursday ,the close price is 27882 RMB\n", + "2017-09-29 is month 9 week 39, Friday ,the close price is 27711 RMB\n", + "2017-09-30 is month 9 week 39, Saturday ,the close price is 28969 RMB\n", + "2017-10-01 is month 10 week 39, Sunday ,the close price is 29264 RMB\n", + "2017-10-02 is month 10 week 40, Monday ,the close price is 29295 RMB\n", + "2017-10-03 is month 10 week 40, Tuesday ,the close price is 28743 RMB\n", + "2017-10-04 is month 10 week 40, Wednesday ,the close price is 28120 RMB\n", + "2017-10-05 is month 10 week 40, Thursday ,the close price is 28764 RMB\n", + "2017-10-06 is month 10 week 40, Friday ,the close price is 29084 RMB\n", + "2017-10-07 is month 10 week 40, Saturday ,the close price is 29521 RMB\n", + "2017-10-08 is month 10 week 40, Sunday ,the close price is 30583 RMB\n", + "2017-10-09 is month 10 week 41, Monday ,the close price is 31622 RMB\n", + "2017-10-10 is month 10 week 41, Tuesday ,the close price is 31243 RMB\n", + "2017-10-11 is month 10 week 41, Wednesday ,the close price is 31830 RMB\n", + "2017-10-12 is month 10 week 41, Thursday ,the close price is 35833 RMB\n", + "2017-10-13 is month 10 week 41, Friday ,the close price is 37106 RMB\n", + "2017-10-14 is month 10 week 41, Saturday ,the close price is 38222 RMB\n", + "2017-10-15 is month 10 week 41, Sunday ,the close price is 37517 RMB\n", + "2017-10-16 is month 10 week 42, Monday ,the close price is 37917 RMB\n", + "2017-10-17 is month 10 week 42, Tuesday ,the close price is 37060 RMB\n", + "2017-10-18 is month 10 week 42, Wednesday ,the close price is 36928 RMB\n", + "2017-10-19 is month 10 week 42, Thursday ,the close price is 37704 RMB\n", + "2017-10-20 is month 10 week 42, Friday ,the close price is 39634 RMB\n", + "2017-10-21 is month 10 week 42, Saturday ,the close price is 39827 RMB\n", + "2017-10-22 is month 10 week 42, Sunday ,the close price is 39673 RMB\n", + "2017-10-23 is month 10 week 43, Monday ,the close price is 39144 RMB\n", + "2017-10-24 is month 10 week 43, Tuesday ,the close price is 36611 RMB\n", + "2017-10-25 is month 10 week 43, Wednesday ,the close price is 38067 RMB\n", + "2017-10-26 is month 10 week 43, Thursday ,the close price is 39108 RMB\n", + "2017-10-27 is month 10 week 43, Friday ,the close price is 38353 RMB\n", + "2017-10-28 is month 10 week 43, Saturday ,the close price is 38122 RMB\n", + "2017-10-29 is month 10 week 43, Sunday ,the close price is 40925 RMB\n", + "2017-10-30 is month 10 week 44, Monday ,the close price is 40682 RMB\n", + "2017-10-31 is month 10 week 44, Tuesday ,the close price is 42779 RMB\n", + "2017-11-01 is month 11 week 44, Wednesday ,the close price is 44572 RMB\n", + "2017-11-02 is month 11 week 44, Thursday ,the close price is 46462 RMB\n", + "2017-11-03 is month 11 week 44, Friday ,the close price is 47518 RMB\n", + "2017-11-04 is month 11 week 44, Saturday ,the close price is 49047 RMB\n", + "2017-11-05 is month 11 week 44, Sunday ,the close price is 48907 RMB\n", + "2017-11-06 is month 11 week 45, Monday ,the close price is 46159 RMB\n", + "2017-11-07 is month 11 week 45, Tuesday ,the close price is 47249 RMB\n", + "2017-11-08 is month 11 week 45, Wednesday ,the close price is 49427 RMB\n", + "2017-11-09 is month 11 week 45, Thursday ,the close price is 47448 RMB\n", + "2017-11-10 is month 11 week 45, Friday ,the close price is 43637 RMB\n", + "2017-11-11 is month 11 week 45, Saturday ,the close price is 42085 RMB\n", + "2017-11-12 is month 11 week 45, Sunday ,the close price is 38904 RMB\n", + "2017-11-13 is month 11 week 46, Monday ,the close price is 43279 RMB\n", + "2017-11-14 is month 11 week 46, Tuesday ,the close price is 43801 RMB\n", + "2017-11-15 is month 11 week 46, Wednesday ,the close price is 48232 RMB\n", + "2017-11-16 is month 11 week 46, Thursday ,the close price is 52012 RMB\n", + "2017-11-17 is month 11 week 46, Friday ,the close price is 50973 RMB\n", + "2017-11-18 is month 11 week 46, Saturday ,the close price is 51542 RMB\n", + "2017-11-19 is month 11 week 46, Sunday ,the close price is 53279 RMB\n", + "2017-11-20 is month 11 week 47, Monday ,the close price is 54656 RMB\n", + "2017-11-21 is month 11 week 47, Tuesday ,the close price is 53673 RMB\n", + "2017-11-22 is month 11 week 47, Wednesday ,the close price is 54403 RMB\n", + "2017-11-23 is month 11 week 47, Thursday ,the close price is 52676 RMB\n", + "2017-11-24 is month 11 week 47, Friday ,the close price is 54136 RMB\n", + "2017-11-25 is month 11 week 47, Saturday ,the close price is 57851 RMB\n", + "2017-11-26 is month 11 week 47, Sunday ,the close price is 60980 RMB\n", + "2017-11-27 is month 11 week 48, Monday ,the close price is 64246 RMB\n", + "2017-11-28 is month 11 week 48, Tuesday ,the close price is 65458 RMB\n", + "2017-11-29 is month 11 week 48, Wednesday ,the close price is 64890 RMB\n", + "2017-11-30 is month 11 week 48, Thursday ,the close price is 65583 RMB\n", + "2017-12-01 is month 12 week 48, Friday ,the close price is 71825 RMB\n", + "2017-12-02 is month 12 week 48, Saturday ,the close price is 72079 RMB\n", + "2017-12-03 is month 12 week 48, Sunday ,the close price is 74007 RMB\n", + "2017-12-04 is month 12 week 49, Monday ,the close price is 76852 RMB\n", + "2017-12-05 is month 12 week 49, Tuesday ,the close price is 77398 RMB\n", + "2017-12-06 is month 12 week 49, Wednesday ,the close price is 90679 RMB\n", + "2017-12-07 is month 12 week 49, Thursday ,the close price is 111589 RMB\n", + "2017-12-08 is month 12 week 49, Friday ,the close price is 106233 RMB\n", + "2017-12-09 is month 12 week 49, Saturday ,the close price is 98676 RMB\n", + "2017-12-10 is month 12 week 49, Sunday ,the close price is 99525 RMB\n", + "2017-12-11 is month 12 week 50, Monday ,the close price is 110642 RMB\n", + "2017-12-12 is month 12 week 50, Tuesday ,the close price is 113732 RMB\n" + ] + } + ], + "source": [ + "import Ipynb_importer\n", + "\n", + "import json\n", + "\n", + "#将数据加载到一个列表中\n", + "filename = 'btc_close_2017.json'\n", + "with open(filename) as f:\n", + " btc_data = json.load(f)\n", + "#print(btc_data)\n", + "#打印每一天的信息\n", + "for btc_dict in btc_data:\n", + " date = btc_dict['date']\n", + " month = int(btc_dict['month'])\n", + " week = int(btc_dict['week'])\n", + " weekday = btc_dict['weekday']\n", + " close = int(float(btc_dict['close']))\n", + " print(\"{} is month {} week {}, {} ,the close price is {} RMB\".format(date, month, week, weekday, close))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "0f332a0e", + "metadata": {}, + "outputs": [], + "source": [ + "import Ipynb_importer\n", + "\n", + "import json\n", + "import pygal\n", + "import math\n", + "\n", + "#将数据加载到一个列表中\n", + "filename = 'btc_close_2017.json'\n", + "with open(filename) as f:\n", + " btc_data = json.load(f)\n", + "#print(btc_data)\n", + "\n", + "#创建5个列表，分别储存日期和收盘价\n", + "dates = []\n", + "months = []\n", + "weeks = []\n", + "weekdays = []\n", + "close = []\n", + "#打印每一天的信息\n", + "for btc_dict in btc_data:\n", + " dates.append(btc_dict['date'])\n", + " months.append(int(btc_dict['month']))\n", + " weeks.append(int(btc_dict['week']))\n", + " weekdays.append(btc_dict['weekday'])\n", + " close.append(int(float(btc_dict['close'])))\n", + " #print(\"{} is month {} week {}, {} ,the close price is {} RMB\".format(date, month, week, weekday, close))\n", + " \n", + "line_chart = pygal.Line(x_label_rotation=20, show_minor_x_labels=False)\n", + "line_chart.title = '收盘价（￥）'\n", + "line_chart.x_labels = dates\n", + "N = 20 # x轴坐标每隔20天显示一次\n", + "line_chart.x_labels_major = dates[::N]\n", + "close_log = [math.log10(_) for _ in close]\n", + "line_chart.add('log收盘价', close_log)\n", + "line_chart.render_to_file('收盘价对数变换折线图（￥）.svg')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5ccdab3f", + "metadata": {}, + "outputs": [], + "source": [ + "import Ipynb_importer\n", + "\n", + "import json\n", + "import pygal\n", + "import math\n", + "\n", + "from itertools import groupby\n", + "\n", + "#将数据加载到一个列表中\n", + "filename = 'btc_close_2017.json'\n", + "with open(filename) as f:\n", + " btc_data = json.load(f)\n", + "#print(btc_data)\n", + "\n", + "#创建5个列表，分别储存日期和收盘价\n", + "dates = []\n", + "months = []\n", + "weeks = []\n", + "weekdays = []\n", + "close = []\n", + "#打印每一天的信息\n", + "for btc_dict in btc_data:\n", + " dates.append(btc_dict['date'])\n", + " months.append(int(btc_dict['month']))\n", + " weeks.append(int(btc_dict['week']))\n", + " weekdays.append(btc_dict['weekday'])\n", + " close.append(int(float(btc_dict['close'])))\n", + " \n", + "def draw_line(x_data, y_data, title, y_legend):\n", + " xy_map = []\n", + " for x, y in groupby(sorted(zip(x_data, y_data)), key=lambda _: _[0]):\n", + " y_list = [v for _, v in y]\n", + " xy_map.append([x, sum(y_list) / len(y_list)])\n", + " \n", + " x_unique, y_mean = [*zip(*xy_map)]\n", + " line_chart = pygal.Line()\n", + " line_chart.title = title \n", + " line_chart.x_labels = x_unique\n", + " line_chart.add(y_legend, y_mean)\n", + " line_chart.render_to_file(title+' .svg')\n", + " return line_chart" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f6bf8ad8", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'cairosvg'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32mD:\\Program Files (x86)\\anaconda3\\lib\\site-packages\\IPython\\core\\formatters.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, obj)\u001b[0m\n\u001b[0;32m 343\u001b[0m \u001b[0mmethod\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mget_real_method\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprint_method\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 344\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mmethod\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 345\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mmethod\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 346\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 347\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32mD:\\Program Files (x86)\\anaconda3\\lib\\site-packages\\pygal\\graph\\base.py\u001b[0m in \u001b[0;36m_repr_png_\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 233\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_repr_png_\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 234\u001b[0m \u001b[1;34m\"\"\"Display png in IPython notebook\"\"\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 235\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrender_to_png\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[1;32mD:\\Program Files (x86)\\anaconda3\\lib\\site-packages\\pygal\\graph\\public.py\u001b[0m in \u001b[0;36mrender_to_png\u001b[1;34m(self, filename, dpi, **kwargs)\u001b[0m\n\u001b[0;32m 116\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mrender_to_png\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfilename\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdpi\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m72\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 117\u001b[0m \u001b[1;34m\"\"\"Render the graph, convert it to png and write it to filename\"\"\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 118\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mcairosvg\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 119\u001b[0m return cairosvg.svg2png(\n\u001b[0;32m 120\u001b[0m \u001b[0mbytestring\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrender\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mwrite_to\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mfilename\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdpi\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mdpi\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'cairosvg'" + ] + }, + { + "data": { + "image/svg+xml": "收盘价月日均值 （￥）100001000020000200003000030000400004000050000500001234567891011收盘价月日均值 （￥）6285.87096812.776923076923076504.1153846153846417315.71428676.66153846153847492.842363091391327789.032258140.54615384615386487.6612606878698638390.466667204.43076923076922481.07775141503083412963.93548268.31538461538463431.01497825729825518092.16667332.2374.87958416891144617146.16129396.08461538461535385.23488655640205726092.64516459.9692307692307287.30357653921516826865.63333523.8538461538461278.84218037422386935460.67742587.7384615384616184.757851923016231051436.16667651.62307692307689.88461538461541511月日均值", + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "idx_month = dates.index('2017-12-01')\n", + "line_chart_month = draw_line(months[:idx_month], close[:idx_month], '收盘价月日均值 （￥）',\n", + " '月日均值')\n", + "line_chart_month" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "fb49e10c", + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'cairosvg'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32mD:\\Program Files (x86)\\anaconda3\\lib\\site-packages\\IPython\\core\\formatters.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, obj)\u001b[0m\n\u001b[0;32m 343\u001b[0m \u001b[0mmethod\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mget_real_method\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprint_method\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 344\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mmethod\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 345\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mmethod\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 346\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 347\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32mD:\\Program Files (x86)\\anaconda3\\lib\\site-packages\\pygal\\graph\\base.py\u001b[0m in \u001b[0;36m_repr_png_\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 233\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_repr_png_\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 234\u001b[0m \u001b[1;34m\"\"\"Display png in IPython notebook\"\"\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 235\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrender_to_png\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[1;32mD:\\Program Files (x86)\\anaconda3\\lib\\site-packages\\pygal\\graph\\public.py\u001b[0m in \u001b[0;36mrender_to_png\u001b[1;34m(self, filename, dpi, **kwargs)\u001b[0m\n\u001b[0;32m 116\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mrender_to_png\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfilename\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdpi\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m72\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 117\u001b[0m \u001b[1;34m\"\"\"Render the graph, convert it to png and write it to filename\"\"\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 118\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mcairosvg\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 119\u001b[0m return cairosvg.svg2png(\n\u001b[0;32m 120\u001b[0m \u001b[0mbytestring\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrender\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mwrite_to\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mfilename\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdpi\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mdpi\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'cairosvg'" + ] + }, + { + "data": { + "image/svg+xml": "收盘价周日均值（￥）10000100002000020000300003000040000400005000050000600006000070000700008000080000900009000012345678910111213141516171819202122232425262728293031323334353637383940414243444546474849收盘价周日均值（￥）6826.42857112.776923076923076498.29114981514915781.85714326.086217948717948504.1153846153846426138.28571439.39551282051281502.1280397266280636245.57142952.704807692307696501.5298449324572546825.42857166.01410256410256498.296725532271856999.71428679.32339743589743497.324957690875867075.28571492.6326923076923496.9035927825983777877.714286105.94198717948717492.4294780570891788570.142857119.25128205128203488.5686922150839698263.142857132.56057692307692490.28043737177245107873.428571145.86987179487178492.4533739876153116972.428571159.17916666666665497.4770951152255127308.571429172.48846153846154495.6028576309593138083.714286185.7977564102564491.2808803297998148251.857143199.1070512820513490.3433633221579158485.714286212.41634615384615489.03944204644876168984.714286225.725641025641486.25715920218961710305.71429239.0349358974359478.89163688301851811950.57143252.34423076923076469.720378747089571912958.28571265.65352564102557464.10164894937872015535.28571278.9628205128205449.733025924016262116469.14286292.2721153846154444.52610266237242219360.85714305.58141025641027428.40272180537442317630.42857318.8907051282051438.05110202080852418372.14286332.2433.91551297775282517199.14286345.5092948717949440.45582916275482617561358.81858974358965438.43821609533182715171.57143372.1278846153846451.760993894667252817409.14286385.4371794871795439.28492856697442918197.28571398.74647435897435434.890466943218943019797.42857412.0557692307692425.96852301577933124266.42857425.36506410256413401.050643194147653228424438.67435897435894377.869200990748253328410.28571451.9836538461538377.945667968431853430743.85714465.2929487179487364.93433379695373528649.85714478.6022435897436376.609885452021163624757.14286491.91153846153844398.31455914890573724919.85714505.2208333333333397.40731031993033827665.28571518.5301282051281382.099577224890943929158.57143531.839423076923373.77343849856954034767.57143545.148717948718342.499241156987074138391.85714558.4580128205127322.291249242055764238618.57143571.7673076923077321.02715451722354345709.57143585.0766025641026281.48974439970514444987598.3858974358974285.51859828641084549016.85714611.6951923076923263.049254812694655482.14286625.0044871794872227.000650551986724768298.28571638.313782051282155.541463375627874894421.71429651.62307692307689.88461538461541549周日均值", + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "idx_week = dates.index('2017-12-11')\n", + "line_chart_week = draw_line(weeks[1:idx_week], close[1:idx_week],\n", + " '收盘价周日均值（￥）', '周日均值')\n", + "line_chart_week" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "38ec0202", + "metadata": {}, + "outputs": [], + "source": [ + "idx_week = dates.index('2017-12-11')\n", + "wd = ['Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', 'Sunday']\n", + "weekdays_int = [wd.index(w) + 1 for w in weekdays[1:idx_week]]\n", + "line_chart_weekday = draw_line(weekdays_int, close[1:idx_week], \n", + " '收盘价星期均值（￥）', '星期均值')\n", + "line_chart_weekday.x_labels = ['周一', '周二', '周三', '周四', '周五', '周六', '周日']\n", + "line_chart_weekday.render_to_file('收盘价星期均值（￥）.svg')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "9786ffc6", + "metadata": {}, + "outputs": [], + "source": [ + "with open('收盘价Dashboard.html', 'w', encoding='utf8') as html_file:\n", + " html_file.write('收盘价Dashboard\\n')\n", + " for svg in [\n", + " '收盘价折线图（￥）.svg', '收盘价对数变换折线图（￥）.svg',\n", + " '收盘价月日均值 （￥） .svg','收盘价周日均值（￥） .svg',\n", + " '收盘价星期均值（￥） .svg'\n", + " ]:\n", + " html_file.write(' \\n'.format(svg))\n", + " html_file.write('')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1c7ebfbb", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fb7608c2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "aa516833", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "99b47886", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10 (default, Jun 22 2022, 20:18:18) \n[GCC 9.4.0]" + }, + "vscode": { + "interpreter": { + "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/matplotlib_dataScience/btc_close_2017.json b/matplotlib_dataScience/btc_close_2017.json new file mode 100644 index 0000000000000000000000000000000000000000..3a4f15caa1d15cfaffcffafef0937e8f88efb4c8 --- /dev/null +++ b/matplotlib_dataScience/btc_close_2017.json @@ -0,0 +1,2422 @@ +[{ + "date": "2017-01-01", + "month": "01", + "week": "52", + "weekday": "Sunday", + "close": "6928.6492" +}, +{ + "date": "2017-01-02", + "month": "01", + "week": "1", + "weekday": "Monday", + "close": "7070.2554" +}, +{ + "date": "2017-01-03", + "month": "01", + "week": "1", + "weekday": "Tuesday", + "close": "7175.1082" +}, +{ + "date": "2017-01-04", + "month": "01", + "week": "1", + "weekday": "Wednesday", + "close": "7835.7615" +}, +{ + "date": "2017-01-05", + "month": "01", + "week": "1", + "weekday": "Thursday", + "close": "6928.7578" +}, +{ + "date": "2017-01-06", + "month": "01", + "week": "1", + "weekday": "Friday", + "close": "6196.6928" +}, +{ + "date": "2017-01-07", + "month": "01", + "week": "1", + "weekday": "Saturday", + "close": "6262.1471" +}, +{ + "date": "2017-01-08", + "month": "01", + "week": "1", + "weekday": "Sunday", + "close": "6319.9404" +}, +{ + "date": "2017-01-09", + "month": "01", + "week": "2", + "weekday": "Monday", + "close": "6239.1506" +}, +{ + "date": "2017-01-10", + "month": "01", + "week": "2", + "weekday": "Tuesday", + "close": "6263.1548" +}, +{ + "date": "2017-01-11", + "month": "01", + "week": "2", + "weekday": "Wednesday", + "close": "5383.0598" +}, +{ + "date": "2017-01-12", + "month": "01", + "week": "2", + "weekday": "Thursday", + "close": "5566.7345" +}, +{ + "date": "2017-01-13", + "month": "01", + "week": "2", + "weekday": "Friday", + "close": "5700.0716" +}, +{ + "date": "2017-01-14", + "month": "01", + "week": "2", + "weekday": "Saturday", + "close": "5648.6897" +}, +{ + "date": "2017-01-15", + "month": "01", + "week": "2", + "weekday": "Sunday", + "close": "5674.7977" +}, +{ + "date": "2017-01-16", + "month": "01", + "week": "3", + "weekday": "Monday", + "close": "5730.0658" +}, +{ + "date": "2017-01-17", + "month": "01", + "week": "3", + "weekday": "Tuesday", + "close": "6202.9704" +}, +{ + "date": "2017-01-18", + "month": "01", + "week": "3", + "weekday": "Wednesday", + "close": "6047.6601" +}, +{ + "date": "2017-01-19", + "month": "01", + "week": "3", + "weekday": "Thursday", + "close": "6170.8433" +}, +{ + "date": "2017-01-20", + "month": "01", + "week": "3", + "weekday": "Friday", + "close": "6131.2511" +}, +{ + "date": "2017-01-21", + "month": "01", + "week": "3", + "weekday": "Saturday", + "close": "6326.3657" +}, +{ + "date": "2017-01-22", + "month": "01", + "week": "3", + "weekday": "Sunday", + "close": "6362.9482" +}, +{ + "date": "2017-01-23", + "month": "01", + "week": "4", + "weekday": "Monday", + "close": "6255.5602" +}, +{ + "date": "2017-01-24", + "month": "01", + "week": "4", + "weekday": "Tuesday", + "close": "6074.8333" +}, +{ + "date": "2017-01-25", + "month": "01", + "week": "4", + "weekday": "Wednesday", + "close": "6154.6958" +}, +{ + "date": "2017-01-26", + "month": "01", + "week": "4", + "weekday": "Thursday", + "close": "6295.3388" +}, +{ + "date": "2017-01-27", + "month": "01", + "week": "4", + "weekday": "Friday", + "close": "6320.7206" +}, +{ + "date": "2017-01-28", + "month": "01", + "week": "4", + "weekday": "Saturday", + "close": "6332.5389" +}, +{ + "date": "2017-01-29", + "month": "01", + "week": "4", + "weekday": "Sunday", + "close": "6289.1698" +}, +{ + "date": "2017-01-30", + "month": "01", + "week": "5", + "weekday": "Monday", + "close": "6332.8246" +}, +{ + "date": "2017-01-31", + "month": "01", + "week": "5", + "weekday": "Tuesday", + "close": "6657.8667" +}, +{ + "date": "2017-02-01", + "month": "02", + "week": "5", + "weekday": "Wednesday", + "close": "6793.7077" +}, +{ + "date": "2017-02-02", + "month": "02", + "week": "5", + "weekday": "Thursday", + "close": "6934.3856" +}, +{ + "date": "2017-02-03", + "month": "02", + "week": "5", + "weekday": "Friday", + "close": "6995.2901" +}, +{ + "date": "2017-02-04", + "month": "02", + "week": "5", + "weekday": "Saturday", + "close": "7102.0714" +}, +{ + "date": "2017-02-05", + "month": "02", + "week": "5", + "weekday": "Sunday", + "close": "6965.9773" +}, +{ + "date": "2017-02-06", + "month": "02", + "week": "6", + "weekday": "Monday", + "close": "7034.2211" +}, +{ + "date": "2017-02-07", + "month": "02", + "week": "6", + "weekday": "Tuesday", + "close": "7245.8877" +}, +{ + "date": "2017-02-08", + "month": "02", + "week": "6", + "weekday": "Wednesday", + "close": "7246.6303" +}, +{ + "date": "2017-02-09", + "month": "02", + "week": "6", + "weekday": "Thursday", + "close": "6811.6794" +}, +{ + "date": "2017-02-10", + "month": "02", + "week": "6", + "weekday": "Friday", + "close": "6833.4884" +}, +{ + "date": "2017-02-11", + "month": "02", + "week": "6", + "weekday": "Saturday", + "close": "6946.09" +}, +{ + "date": "2017-02-12", + "month": "02", + "week": "6", + "weekday": "Sunday", + "close": "6883.9424" +}, +{ + "date": "2017-02-13", + "month": "02", + "week": "7", + "weekday": "Monday", + "close": "6858.5789" +}, +{ + "date": "2017-02-14", + "month": "02", + "week": "7", + "weekday": "Tuesday", + "close": "6930.882" +}, +{ + "date": "2017-02-15", + "month": "02", + "week": "7", + "weekday": "Wednesday", + "close": "6935.3788" +}, +{ + "date": "2017-02-16", + "month": "02", + "week": "7", + "weekday": "Thursday", + "close": "7088.8535" +}, +{ + "date": "2017-02-17", + "month": "02", + "week": "7", + "weekday": "Friday", + "close": "7229.5808" +}, +{ + "date": "2017-02-18", + "month": "02", + "week": "7", + "weekday": "Saturday", + "close": "7267.5468" +}, +{ + "date": "2017-02-19", + "month": "02", + "week": "7", + "weekday": "Sunday", + "close": "7220.5385" +}, +{ + "date": "2017-02-20", + "month": "02", + "week": "8", + "weekday": "Monday", + "close": "7450.2901" +}, +{ + "date": "2017-02-21", + "month": "02", + "week": "8", + "weekday": "Tuesday", + "close": "7732.4979" +}, +{ + "date": "2017-02-22", + "month": "02", + "week": "8", + "weekday": "Wednesday", + "close": "7716.2218" +}, +{ + "date": "2017-02-23", + "month": "02", + "week": "8", + "weekday": "Thursday", + "close": "8092.0221" +}, +{ + "date": "2017-02-24", + "month": "02", + "week": "8", + "weekday": "Friday", + "close": "8109.1867" +}, +{ + "date": "2017-02-25", + "month": "02", + "week": "8", + "weekday": "Saturday", + "close": "7908.54" +}, +{ + "date": "2017-02-26", + "month": "02", + "week": "8", + "weekday": "Sunday", + "close": "8137.4131" +}, +{ + "date": "2017-02-27", + "month": "02", + "week": "9", + "weekday": "Monday", + "close": "8206.1829" +}, +{ + "date": "2017-02-28", + "month": "02", + "week": "9", + "weekday": "Tuesday", + "close": "8176.3692" +}, +{ + "date": "2017-03-01", + "month": "03", + "week": "9", + "weekday": "Wednesday", + "close": "8464.3549" +}, +{ + "date": "2017-03-02", + "month": "03", + "week": "9", + "weekday": "Thursday", + "close": "8688.7751" +}, +{ + "date": "2017-03-03", + "month": "03", + "week": "9", + "weekday": "Friday", + "close": "8900.4858" +}, +{ + "date": "2017-03-04", + "month": "03", + "week": "9", + "weekday": "Saturday", + "close": "8741.0338" +}, +{ + "date": "2017-03-05", + "month": "03", + "week": "9", + "weekday": "Sunday", + "close": "8816.6651" +}, +{ + "date": "2017-03-06", + "month": "03", + "week": "10", + "weekday": "Monday", + "close": "8832.9615" +}, +{ + "date": "2017-03-07", + "month": "03", + "week": "10", + "weekday": "Tuesday", + "close": "8504.1113" +}, +{ + "date": "2017-03-08", + "month": "03", + "week": "10", + "weekday": "Wednesday", + "close": "7953.9243" +}, +{ + "date": "2017-03-09", + "month": "03", + "week": "10", + "weekday": "Thursday", + "close": "8235.799" +}, +{ + "date": "2017-03-10", + "month": "03", + "week": "10", + "weekday": "Friday", + "close": "7716.1296" +}, +{ + "date": "2017-03-11", + "month": "03", + "week": "10", + "weekday": "Saturday", + "close": "8161.7404" +}, +{ + "date": "2017-03-12", + "month": "03", + "week": "10", + "weekday": "Sunday", + "close": "8441.5353" +}, +{ + "date": "2017-03-13", + "month": "03", + "week": "11", + "weekday": "Monday", + "close": "8595.5263" +}, +{ + "date": "2017-03-14", + "month": "03", + "week": "11", + "weekday": "Tuesday", + "close": "8616.949" +}, +{ + "date": "2017-03-15", + "month": "03", + "week": "11", + "weekday": "Wednesday", + "close": "8711.306" +}, +{ + "date": "2017-03-16", + "month": "03", + "week": "11", + "weekday": "Thursday", + "close": "8091.7411" +}, +{ + "date": "2017-03-17", + "month": "03", + "week": "11", + "weekday": "Friday", + "close": "7379.6562" +}, +{ + "date": "2017-03-18", + "month": "03", + "week": "11", + "weekday": "Saturday", + "close": "6694.36" +}, +{ + "date": "2017-03-19", + "month": "03", + "week": "11", + "weekday": "Sunday", + "close": "7028.0107" +}, +{ + "date": "2017-03-20", + "month": "03", + "week": "12", + "weekday": "Monday", + "close": "7196.3568" +}, +{ + "date": "2017-03-21", + "month": "03", + "week": "12", + "weekday": "Tuesday", + "close": "7680.723" +}, +{ + "date": "2017-03-22", + "month": "03", + "week": "12", + "weekday": "Wednesday", + "close": "7139.7016" +}, +{ + "date": "2017-03-23", + "month": "03", + "week": "12", + "weekday": "Thursday", + "close": "7092.2246" +}, +{ + "date": "2017-03-24", + "month": "03", + "week": "12", + "weekday": "Friday", + "close": "6437.3431" +}, +{ + "date": "2017-03-25", + "month": "03", + "week": "12", + "weekday": "Saturday", + "close": "6640.554" +}, +{ + "date": "2017-03-26", + "month": "03", + "week": "12", + "weekday": "Sunday", + "close": "6623.5896" +}, +{ + "date": "2017-03-27", + "month": "03", + "week": "13", + "weekday": "Monday", + "close": "7151.8202" +}, +{ + "date": "2017-03-28", + "month": "03", + "week": "13", + "weekday": "Tuesday", + "close": "7184.6725" +}, +{ + "date": "2017-03-29", + "month": "03", + "week": "13", + "weekday": "Wednesday", + "close": "7168.8792" +}, +{ + "date": "2017-03-30", + "month": "03", + "week": "13", + "weekday": "Thursday", + "close": "7146.3119" +}, +{ + "date": "2017-03-31", + "month": "03", + "week": "13", + "weekday": "Friday", + "close": "7439.1397" +}, +{ + "date": "2017-04-01", + "month": "04", + "week": "13", + "weekday": "Saturday", + "close": "7506.4038" +}, +{ + "date": "2017-04-02", + "month": "04", + "week": "13", + "weekday": "Sunday", + "close": "7566.0156" +}, +{ + "date": "2017-04-03", + "month": "04", + "week": "14", + "weekday": "Monday", + "close": "7903.6773" +}, +{ + "date": "2017-04-04", + "month": "04", + "week": "14", + "weekday": "Tuesday", + "close": "7874.9773" +}, +{ + "date": "2017-04-05", + "month": "04", + "week": "14", + "weekday": "Wednesday", + "close": "7827.8202" +}, +{ + "date": "2017-04-06", + "month": "04", + "week": "14", + "weekday": "Thursday", + "close": "8212.9762" +}, +{ + "date": "2017-04-07", + "month": "04", + "week": "14", + "weekday": "Friday", + "close": "8236.9016" +}, +{ + "date": "2017-04-08", + "month": "04", + "week": "14", + "weekday": "Saturday", + "close": "8180.3212" +}, +{ + "date": "2017-04-09", + "month": "04", + "week": "14", + "weekday": "Sunday", + "close": "8354.8293" +}, +{ + "date": "2017-04-10", + "month": "04", + "week": "15", + "weekday": "Monday", + "close": "8375.1346" +}, +{ + "date": "2017-04-11", + "month": "04", + "week": "15", + "weekday": "Tuesday", + "close": "8442.2186" +}, +{ + "date": "2017-04-12", + "month": "04", + "week": "15", + "weekday": "Wednesday", + "close": "8382.4873" +}, +{ + "date": "2017-04-13", + "month": "04", + "week": "15", + "weekday": "Thursday", + "close": "8117.4785" +}, +{ + "date": "2017-04-14", + "month": "04", + "week": "15", + "weekday": "Friday", + "close": "8151.1798" +}, +{ + "date": "2017-04-15", + "month": "04", + "week": "15", + "weekday": "Saturday", + "close": "8129.5847" +}, +{ + "date": "2017-04-16", + "month": "04", + "week": "15", + "weekday": "Sunday", + "close": "8167.0471" +}, +{ + "date": "2017-04-17", + "month": "04", + "week": "16", + "weekday": "Monday", + "close": "8267.104" +}, +{ + "date": "2017-04-18", + "month": "04", + "week": "16", + "weekday": "Tuesday", + "close": "8379.7232" +}, +{ + "date": "2017-04-19", + "month": "04", + "week": "16", + "weekday": "Wednesday", + "close": "8436.3248" +}, +{ + "date": "2017-04-20", + "month": "04", + "week": "16", + "weekday": "Thursday", + "close": "8639.4949" +}, +{ + "date": "2017-04-21", + "month": "04", + "week": "16", + "weekday": "Friday", + "close": "8654.9971" +}, +{ + "date": "2017-04-22", + "month": "04", + "week": "16", + "weekday": "Saturday", + "close": "8567.1483" +}, +{ + "date": "2017-04-23", + "month": "04", + "week": "16", + "weekday": "Sunday", + "close": "8458.4188" +}, +{ + "date": "2017-04-24", + "month": "04", + "week": "17", + "weekday": "Monday", + "close": "8594.2345" +}, +{ + "date": "2017-04-25", + "month": "04", + "week": "17", + "weekday": "Tuesday", + "close": "8700.0125" +}, +{ + "date": "2017-04-26", + "month": "04", + "week": "17", + "weekday": "Wednesday", + "close": "8857.1946" +}, +{ + "date": "2017-04-27", + "month": "04", + "week": "17", + "weekday": "Thursday", + "close": "9167.2508" +}, +{ + "date": "2017-04-28", + "month": "04", + "week": "17", + "weekday": "Friday", + "close": "9101.0934" +}, +{ + "date": "2017-04-29", + "month": "04", + "week": "17", + "weekday": "Saturday", + "close": "9149.9325" +}, +{ + "date": "2017-04-30", + "month": "04", + "week": "17", + "weekday": "Sunday", + "close": "9325.1119" +}, +{ + "date": "2017-05-01", + "month": "05", + "week": "18", + "weekday": "Monday", + "close": "9665.7551" +}, +{ + "date": "2017-05-02", + "month": "05", + "week": "18", + "weekday": "Tuesday", + "close": "9944.3653" +}, +{ + "date": "2017-05-03", + "month": "05", + "week": "18", + "weekday": "Wednesday", + "close": "10292.3296" +}, +{ + "date": "2017-05-04", + "month": "05", + "week": "18", + "weekday": "Thursday", + "close": "10452.0037" +}, +{ + "date": "2017-05-05", + "month": "05", + "week": "18", + "weekday": "Friday", + "close": "10439.0799" +}, +{ + "date": "2017-05-06", + "month": "05", + "week": "18", + "weekday": "Saturday", + "close": "10688.1301" +}, +{ + "date": "2017-05-07", + "month": "05", + "week": "18", + "weekday": "Sunday", + "close": "10660.1939" +}, +{ + "date": "2017-05-08", + "month": "05", + "week": "19", + "weekday": "Monday", + "close": "11317.8009" +}, +{ + "date": "2017-05-09", + "month": "05", + "week": "19", + "weekday": "Tuesday", + "close": "11794.8949" +}, +{ + "date": "2017-05-10", + "month": "05", + "week": "19", + "weekday": "Wednesday", + "close": "12126.2961" +}, +{ + "date": "2017-05-11", + "month": "05", + "week": "19", + "weekday": "Thursday", + "close": "12478.0838" +}, +{ + "date": "2017-05-12", + "month": "05", + "week": "19", + "weekday": "Friday", + "close": "11569.4125" +}, +{ + "date": "2017-05-13", + "month": "05", + "week": "19", + "weekday": "Saturday", + "close": "12141.797" +}, +{ + "date": "2017-05-14", + "month": "05", + "week": "19", + "weekday": "Sunday", + "close": "12229.3176" +}, +{ + "date": "2017-05-15", + "month": "05", + "week": "20", + "weekday": "Monday", + "close": "11701.2204" +}, +{ + "date": "2017-05-16", + "month": "05", + "week": "20", + "weekday": "Tuesday", + "close": "11835.218" +}, +{ + "date": "2017-05-17", + "month": "05", + "week": "20", + "weekday": "Wednesday", + "close": "12403.3024" +}, +{ + "date": "2017-05-18", + "month": "05", + "week": "20", + "weekday": "Thursday", + "close": "13002.0625" +}, +{ + "date": "2017-05-19", + "month": "05", + "week": "20", + "weekday": "Friday", + "close": "13549.3033" +}, +{ + "date": "2017-05-20", + "month": "05", + "week": "20", + "weekday": "Saturday", + "close": "14127.3239" +}, +{ + "date": "2017-05-21", + "month": "05", + "week": "20", + "weekday": "Sunday", + "close": "14091.8068" +}, +{ + "date": "2017-05-22", + "month": "05", + "week": "21", + "weekday": "Monday", + "close": "14731.8028" +}, +{ + "date": "2017-05-23", + "month": "05", + "week": "21", + "weekday": "Tuesday", + "close": "15784.8432" +}, +{ + "date": "2017-05-24", + "month": "05", + "week": "21", + "weekday": "Wednesday", + "close": "17061.8818" +}, +{ + "date": "2017-05-25", + "month": "05", + "week": "21", + "weekday": "Thursday", + "close": "16190.3931" +}, +{ + "date": "2017-05-26", + "month": "05", + "week": "21", + "weekday": "Friday", + "close": "15402.2219" +}, +{ + "date": "2017-05-27", + "month": "05", + "week": "21", + "weekday": "Saturday", + "close": "14440.0015" +}, +{ + "date": "2017-05-28", + "month": "05", + "week": "21", + "weekday": "Sunday", + "close": "15139.4071" +}, +{ + "date": "2017-05-29", + "month": "05", + "week": "22", + "weekday": "Monday", + "close": "15700.3794" +}, +{ + "date": "2017-05-30", + "month": "05", + "week": "22", + "weekday": "Tuesday", + "close": "15064.5355" +}, +{ + "date": "2017-05-31", + "month": "05", + "week": "22", + "weekday": "Wednesday", + "close": "15869.5798" +}, +{ + "date": "2017-06-01", + "month": "06", + "week": "22", + "weekday": "Thursday", + "close": "16693.6332" +}, +{ + "date": "2017-06-02", + "month": "06", + "week": "22", + "weekday": "Friday", + "close": "17149.9736" +}, +{ + "date": "2017-06-03", + "month": "06", + "week": "22", + "weekday": "Saturday", + "close": "17410.0077" +}, +{ + "date": "2017-06-04", + "month": "06", + "week": "22", + "weekday": "Sunday", + "close": "17399.0513" +}, +{ + "date": "2017-06-05", + "month": "06", + "week": "23", + "weekday": "Monday", + "close": "18621.161" +}, +{ + "date": "2017-06-06", + "month": "06", + "week": "23", + "weekday": "Tuesday", + "close": "19797.8391" +}, +{ + "date": "2017-06-07", + "month": "06", + "week": "23", + "weekday": "Wednesday", + "close": "18205.3747" +}, +{ + "date": "2017-06-08", + "month": "06", + "week": "23", + "weekday": "Thursday", + "close": "19209.0831" +}, +{ + "date": "2017-06-09", + "month": "06", + "week": "23", + "weekday": "Friday", + "close": "19218.5925" +}, +{ + "date": "2017-06-10", + "month": "06", + "week": "23", + "weekday": "Saturday", + "close": "20004.1207" +}, +{ + "date": "2017-06-11", + "month": "06", + "week": "23", + "weekday": "Sunday", + "close": "20472.3611" +}, +{ + "date": "2017-06-12", + "month": "06", + "week": "24", + "weekday": "Monday", + "close": "18234.4754" +}, +{ + "date": "2017-06-13", + "month": "06", + "week": "24", + "weekday": "Tuesday", + "close": "18615.1877" +}, +{ + "date": "2017-06-14", + "month": "06", + "week": "24", + "weekday": "Wednesday", + "close": "16946.0339" +}, +{ + "date": "2017-06-15", + "month": "06", + "week": "24", + "weekday": "Thursday", + "close": "16724.4891" +}, +{ + "date": "2017-06-16", + "month": "06", + "week": "24", + "weekday": "Friday", + "close": "17217.0095" +}, +{ + "date": "2017-06-17", + "month": "06", + "week": "24", + "weekday": "Saturday", + "close": "18142.6219" +}, +{ + "date": "2017-06-18", + "month": "06", + "week": "24", + "weekday": "Sunday", + "close": "17535.8535" +}, +{ + "date": "2017-06-19", + "month": "06", + "week": "25", + "weekday": "Monday", + "close": "18015.1039" +}, +{ + "date": "2017-06-20", + "month": "06", + "week": "25", + "weekday": "Tuesday", + "close": "18975.7796" +}, +{ + "date": "2017-06-21", + "month": "06", + "week": "25", + "weekday": "Wednesday", + "close": "18522.6802" +}, +{ + "date": "2017-06-22", + "month": "06", + "week": "25", + "weekday": "Thursday", + "close": "18733.2802" +}, +{ + "date": "2017-06-23", + "month": "06", + "week": "25", + "weekday": "Friday", + "close": "18720.4229" +}, +{ + "date": "2017-06-24", + "month": "06", + "week": "25", + "weekday": "Saturday", + "close": "17906.1295" +}, +{ + "date": "2017-06-25", + "month": "06", + "week": "25", + "weekday": "Sunday", + "close": "17734.3884" +}, +{ + "date": "2017-06-26", + "month": "06", + "week": "26", + "weekday": "Monday", + "close": "17001.592" +}, +{ + "date": "2017-06-27", + "month": "06", + "week": "26", + "weekday": "Tuesday", + "close": "17666.3417" +}, +{ + "date": "2017-06-28", + "month": "06", + "week": "26", + "weekday": "Wednesday", + "close": "17575.261" +}, +{ + "date": "2017-06-29", + "month": "06", + "week": "26", + "weekday": "Thursday", + "close": "17385.3171" +}, +{ + "date": "2017-06-30", + "month": "06", + "week": "26", + "weekday": "Friday", + "close": "16943.0147" +}, +{ + "date": "2017-07-01", + "month": "07", + "week": "26", + "weekday": "Saturday", + "close": "16674.129" +}, +{ + "date": "2017-07-02", + "month": "07", + "week": "26", + "weekday": "Sunday", + "close": "17150.7103" +}, +{ + "date": "2017-07-03", + "month": "07", + "week": "27", + "weekday": "Monday", + "close": "17549.3179" +}, +{ + "date": "2017-07-04", + "month": "07", + "week": "27", + "weekday": "Tuesday", + "close": "17851.5456" +}, +{ + "date": "2017-07-05", + "month": "07", + "week": "27", + "weekday": "Wednesday", + "close": "17812.6481" +}, +{ + "date": "2017-07-06", + "month": "07", + "week": "27", + "weekday": "Thursday", + "close": "17813.1077" +}, +{ + "date": "2017-07-07", + "month": "07", + "week": "27", + "weekday": "Friday", + "close": "17156.6351" +}, +{ + "date": "2017-07-08", + "month": "07", + "week": "27", + "weekday": "Saturday", + "close": "17557.352" +}, +{ + "date": "2017-07-09", + "month": "07", + "week": "27", + "weekday": "Sunday", + "close": "17189.5013" +}, +{ + "date": "2017-07-10", + "month": "07", + "week": "28", + "weekday": "Monday", + "close": "16137.2933" +}, +{ + "date": "2017-07-11", + "month": "07", + "week": "28", + "weekday": "Tuesday", + "close": "15865.7291" +}, +{ + "date": "2017-07-12", + "month": "07", + "week": "28", + "weekday": "Wednesday", + "close": "16446.9487" +}, +{ + "date": "2017-07-13", + "month": "07", + "week": "28", + "weekday": "Thursday", + "close": "16036.6222" +}, +{ + "date": "2017-07-14", + "month": "07", + "week": "28", + "weekday": "Friday", + "close": "15132.8235" +}, +{ + "date": "2017-07-15", + "month": "07", + "week": "28", + "weekday": "Saturday", + "close": "13510.2081" +}, +{ + "date": "2017-07-16", + "month": "07", + "week": "28", + "weekday": "Sunday", + "close": "13075.9378" +}, +{ + "date": "2017-07-17", + "month": "07", + "week": "29", + "weekday": "Monday", + "close": "15192.6798" +}, +{ + "date": "2017-07-18", + "month": "07", + "week": "29", + "weekday": "Tuesday", + "close": "15706.0407" +}, +{ + "date": "2017-07-19", + "month": "07", + "week": "29", + "weekday": "Wednesday", + "close": "15491.8987" +}, +{ + "date": "2017-07-20", + "month": "07", + "week": "29", + "weekday": "Thursday", + "close": "19449.5488" +}, +{ + "date": "2017-07-21", + "month": "07", + "week": "29", + "weekday": "Friday", + "close": "18231.0571" +}, +{ + "date": "2017-07-22", + "month": "07", + "week": "29", + "weekday": "Saturday", + "close": "19210.2278" +}, +{ + "date": "2017-07-23", + "month": "07", + "week": "29", + "weekday": "Sunday", + "close": "18585.2759" +}, +{ + "date": "2017-07-24", + "month": "07", + "week": "30", + "weekday": "Monday", + "close": "18762.6589" +}, +{ + "date": "2017-07-25", + "month": "07", + "week": "30", + "weekday": "Tuesday", + "close": "17489.6893" +}, +{ + "date": "2017-07-26", + "month": "07", + "week": "30", + "weekday": "Wednesday", + "close": "17219.7355" +}, +{ + "date": "2017-07-27", + "month": "07", + "week": "30", + "weekday": "Thursday", + "close": "18188.4669" +}, +{ + "date": "2017-07-28", + "month": "07", + "week": "30", + "weekday": "Friday", + "close": "18898.2088" +}, +{ + "date": "2017-07-29", + "month": "07", + "week": "30", + "weekday": "Saturday", + "close": "18326.2673" +}, +{ + "date": "2017-07-30", + "month": "07", + "week": "30", + "weekday": "Sunday", + "close": "18499.4572" +}, +{ + "date": "2017-07-31", + "month": "07", + "week": "31", + "weekday": "Monday", + "close": "19334.0151" +}, +{ + "date": "2017-08-01", + "month": "08", + "week": "31", + "weekday": "Tuesday", + "close": "18376.5093" +}, +{ + "date": "2017-08-02", + "month": "08", + "week": "31", + "weekday": "Wednesday", + "close": "18305.9985" +}, +{ + "date": "2017-08-03", + "month": "08", + "week": "31", + "weekday": "Thursday", + "close": "18901.8131" +}, +{ + "date": "2017-08-04", + "month": "08", + "week": "31", + "weekday": "Friday", + "close": "19412.7978" +}, +{ + "date": "2017-08-05", + "month": "08", + "week": "31", + "weekday": "Saturday", + "close": "22227.2745" +}, +{ + "date": "2017-08-06", + "month": "08", + "week": "31", + "weekday": "Sunday", + "close": "22027.9885" +}, +{ + "date": "2017-08-07", + "month": "08", + "week": "32", + "weekday": "Monday", + "close": "23063.1732" +}, +{ + "date": "2017-08-08", + "month": "08", + "week": "32", + "weekday": "Tuesday", + "close": "23332.6502" +}, +{ + "date": "2017-08-09", + "month": "08", + "week": "32", + "weekday": "Wednesday", + "close": "22541.6557" +}, +{ + "date": "2017-08-10", + "month": "08", + "week": "32", + "weekday": "Thursday", + "close": "22904.393" +}, +{ + "date": "2017-08-11", + "month": "08", + "week": "32", + "weekday": "Friday", + "close": "24526.2402" +}, +{ + "date": "2017-08-12", + "month": "08", + "week": "32", + "weekday": "Saturday", + "close": "26109.954" +}, +{ + "date": "2017-08-13", + "month": "08", + "week": "32", + "weekday": "Sunday", + "close": "27390.8412" +}, +{ + "date": "2017-08-14", + "month": "08", + "week": "33", + "weekday": "Monday", + "close": "29237.7752" +}, +{ + "date": "2017-08-15", + "month": "08", + "week": "33", + "weekday": "Tuesday", + "close": "28073.6691" +}, +{ + "date": "2017-08-16", + "month": "08", + "week": "33", + "weekday": "Wednesday", + "close": "29612.7553" +}, +{ + "date": "2017-08-17", + "month": "08", + "week": "33", + "weekday": "Thursday", + "close": "28816.4854" +}, +{ + "date": "2017-08-18", + "month": "08", + "week": "33", + "weekday": "Friday", + "close": "27752.9395" +}, +{ + "date": "2017-08-19", + "month": "08", + "week": "33", + "weekday": "Saturday", + "close": "28062.8866" +}, +{ + "date": "2017-08-20", + "month": "08", + "week": "33", + "weekday": "Sunday", + "close": "27416.633" +}, +{ + "date": "2017-08-21", + "month": "08", + "week": "34", + "weekday": "Monday", + "close": "26919.0691" +}, +{ + "date": "2017-08-22", + "month": "08", + "week": "34", + "weekday": "Tuesday", + "close": "27565.3902" +}, +{ + "date": "2017-08-23", + "month": "08", + "week": "34", + "weekday": "Wednesday", + "close": "27907.3345" +}, +{ + "date": "2017-08-24", + "month": "08", + "week": "34", + "weekday": "Thursday", + "close": "29063.2438" +}, +{ + "date": "2017-08-25", + "month": "08", + "week": "34", + "weekday": "Friday", + "close": "29305.655" +}, +{ + "date": "2017-08-26", + "month": "08", + "week": "34", + "weekday": "Saturday", + "close": "29168.7202" +}, +{ + "date": "2017-08-27", + "month": "08", + "week": "34", + "weekday": "Sunday", + "close": "28945.352" +}, +{ + "date": "2017-08-28", + "month": "08", + "week": "35", + "weekday": "Monday", + "close": "29340.152" +}, +{ + "date": "2017-08-29", + "month": "08", + "week": "35", + "weekday": "Tuesday", + "close": "30656.5006" +}, +{ + "date": "2017-08-30", + "month": "08", + "week": "35", + "weekday": "Wednesday", + "close": "30532.943" +}, +{ + "date": "2017-08-31", + "month": "08", + "week": "35", + "weekday": "Thursday", + "close": "31391.9005" +}, +{ + "date": "2017-09-01", + "month": "09", + "week": "35", + "weekday": "Friday", + "close": "32482.9375" +}, +{ + "date": "2017-09-02", + "month": "09", + "week": "35", + "weekday": "Saturday", + "close": "30470.2819" +}, +{ + "date": "2017-09-03", + "month": "09", + "week": "35", + "weekday": "Sunday", + "close": "30336.7" +}, +{ + "date": "2017-09-04", + "month": "09", + "week": "36", + "weekday": "Monday", + "close": "28208.2898" +}, +{ + "date": "2017-09-05", + "month": "09", + "week": "36", + "weekday": "Tuesday", + "close": "28918.0205" +}, +{ + "date": "2017-09-06", + "month": "09", + "week": "36", + "weekday": "Wednesday", + "close": "30181.6445" +}, +{ + "date": "2017-09-07", + "month": "09", + "week": "36", + "weekday": "Thursday", + "close": "30089.0416" +}, +{ + "date": "2017-09-08", + "month": "09", + "week": "36", + "weekday": "Friday", + "close": "27976.5645" +}, +{ + "date": "2017-09-09", + "month": "09", + "week": "36", + "weekday": "Saturday", + "close": "27818.6782" +}, +{ + "date": "2017-09-10", + "month": "09", + "week": "36", + "weekday": "Sunday", + "close": "27359.9317" +}, +{ + "date": "2017-09-11", + "month": "09", + "week": "37", + "weekday": "Monday", + "close": "27351.0555" +}, +{ + "date": "2017-09-12", + "month": "09", + "week": "37", + "weekday": "Tuesday", + "close": "27111.147" +}, +{ + "date": "2017-09-13", + "month": "09", + "week": "37", + "weekday": "Wednesday", + "close": "25354.506" +}, +{ + "date": "2017-09-14", + "month": "09", + "week": "37", + "weekday": "Thursday", + "close": "21152.8443" +}, +{ + "date": "2017-09-15", + "month": "09", + "week": "37", + "weekday": "Friday", + "close": "24164.8636" +}, +{ + "date": "2017-09-16", + "month": "09", + "week": "37", + "weekday": "Saturday", + "close": "24111.3645" +}, +{ + "date": "2017-09-17", + "month": "09", + "week": "37", + "weekday": "Sunday", + "close": "24057.8213" +}, +{ + "date": "2017-09-18", + "month": "09", + "week": "38", + "weekday": "Monday", + "close": "26737.3742" +}, +{ + "date": "2017-09-19", + "month": "09", + "week": "38", + "weekday": "Tuesday", + "close": "25652.4813" +}, +{ + "date": "2017-09-20", + "month": "09", + "week": "38", + "weekday": "Wednesday", + "close": "25361.3238" +}, +{ + "date": "2017-09-21", + "month": "09", + "week": "38", + "weekday": "Thursday", + "close": "23804.5608" +}, +{ + "date": "2017-09-22", + "month": "09", + "week": "38", + "weekday": "Friday", + "close": "23761.1198" +}, +{ + "date": "2017-09-23", + "month": "09", + "week": "38", + "weekday": "Saturday", + "close": "24908.4204" +}, +{ + "date": "2017-09-24", + "month": "09", + "week": "38", + "weekday": "Sunday", + "close": "24216.5269" +}, +{ + "date": "2017-09-25", + "month": "09", + "week": "39", + "weekday": "Monday", + "close": "26007.1112" +}, +{ + "date": "2017-09-26", + "month": "09", + "week": "39", + "weekday": "Tuesday", + "close": "25869.3194" +}, +{ + "date": "2017-09-27", + "month": "09", + "week": "39", + "weekday": "Wednesday", + "close": "27955.6252" +}, +{ + "date": "2017-09-28", + "month": "09", + "week": "39", + "weekday": "Thursday", + "close": "27882.4195" +}, +{ + "date": "2017-09-29", + "month": "09", + "week": "39", + "weekday": "Friday", + "close": "27711.6948" +}, +{ + "date": "2017-09-30", + "month": "09", + "week": "39", + "weekday": "Saturday", + "close": "28969.0962" +}, +{ + "date": "2017-10-01", + "month": "10", + "week": "39", + "weekday": "Sunday", + "close": "29264.4926" +}, +{ + "date": "2017-10-02", + "month": "10", + "week": "40", + "weekday": "Monday", + "close": "29295.7562" +}, +{ + "date": "2017-10-03", + "month": "10", + "week": "40", + "weekday": "Tuesday", + "close": "28743.0928" +}, +{ + "date": "2017-10-04", + "month": "10", + "week": "40", + "weekday": "Wednesday", + "close": "28120.5656" +}, +{ + "date": "2017-10-05", + "month": "10", + "week": "40", + "weekday": "Thursday", + "close": "28764.0436" +}, +{ + "date": "2017-10-06", + "month": "10", + "week": "40", + "weekday": "Friday", + "close": "29084.1981" +}, +{ + "date": "2017-10-07", + "month": "10", + "week": "40", + "weekday": "Saturday", + "close": "29521.3602" +}, +{ + "date": "2017-10-08", + "month": "10", + "week": "40", + "weekday": "Sunday", + "close": "30583.2886" +}, +{ + "date": "2017-10-09", + "month": "10", + "week": "41", + "weekday": "Monday", + "close": "31622.869" +}, +{ + "date": "2017-10-10", + "month": "10", + "week": "41", + "weekday": "Tuesday", + "close": "31243.3645" +}, +{ + "date": "2017-10-11", + "month": "10", + "week": "41", + "weekday": "Wednesday", + "close": "31830.4848" +}, +{ + "date": "2017-10-12", + "month": "10", + "week": "41", + "weekday": "Thursday", + "close": "35833.2539" +}, +{ + "date": "2017-10-13", + "month": "10", + "week": "41", + "weekday": "Friday", + "close": "37106.6814" +}, +{ + "date": "2017-10-14", + "month": "10", + "week": "41", + "weekday": "Saturday", + "close": "38222.2666" +}, +{ + "date": "2017-10-15", + "month": "10", + "week": "41", + "weekday": "Sunday", + "close": "37517.0856" +}, +{ + "date": "2017-10-16", + "month": "10", + "week": "42", + "weekday": "Monday", + "close": "37917.9925" +}, +{ + "date": "2017-10-17", + "month": "10", + "week": "42", + "weekday": "Tuesday", + "close": "37060.3182" +}, +{ + "date": "2017-10-18", + "month": "10", + "week": "42", + "weekday": "Wednesday", + "close": "36928.632" +}, +{ + "date": "2017-10-19", + "month": "10", + "week": "42", + "weekday": "Thursday", + "close": "37704.4579" +}, +{ + "date": "2017-10-20", + "month": "10", + "week": "42", + "weekday": "Friday", + "close": "39634.3994" +}, +{ + "date": "2017-10-21", + "month": "10", + "week": "42", + "weekday": "Saturday", + "close": "39827.4189" +}, +{ + "date": "2017-10-22", + "month": "10", + "week": "42", + "weekday": "Sunday", + "close": "39673.3776" +}, +{ + "date": "2017-10-23", + "month": "10", + "week": "43", + "weekday": "Monday", + "close": "39144.7834" +}, +{ + "date": "2017-10-24", + "month": "10", + "week": "43", + "weekday": "Tuesday", + "close": "36611.829" +}, +{ + "date": "2017-10-25", + "month": "10", + "week": "43", + "weekday": "Wednesday", + "close": "38067.9613" +}, +{ + "date": "2017-10-26", + "month": "10", + "week": "43", + "weekday": "Thursday", + "close": "39108.6475" +}, +{ + "date": "2017-10-27", + "month": "10", + "week": "43", + "weekday": "Friday", + "close": "38353.9173" +}, +{ + "date": "2017-10-28", + "month": "10", + "week": "43", + "weekday": "Saturday", + "close": "38122.1385" +}, +{ + "date": "2017-10-29", + "month": "10", + "week": "43", + "weekday": "Sunday", + "close": "40925.4142" +}, +{ + "date": "2017-10-30", + "month": "10", + "week": "44", + "weekday": "Monday", + "close": "40682.7268" +}, +{ + "date": "2017-10-31", + "month": "10", + "week": "44", + "weekday": "Tuesday", + "close": "42779.3067" +}, +{ + "date": "2017-11-01", + "month": "11", + "week": "44", + "weekday": "Wednesday", + "close": "44572.0627" +}, +{ + "date": "2017-11-02", + "month": "11", + "week": "44", + "weekday": "Thursday", + "close": "46462.0654" +}, +{ + "date": "2017-11-03", + "month": "11", + "week": "44", + "weekday": "Friday", + "close": "47518.0205" +}, +{ + "date": "2017-11-04", + "month": "11", + "week": "44", + "weekday": "Saturday", + "close": "49047.8253" +}, +{ + "date": "2017-11-05", + "month": "11", + "week": "44", + "weekday": "Sunday", + "close": "48907.9843" +}, +{ + "date": "2017-11-06", + "month": "11", + "week": "45", + "weekday": "Monday", + "close": "46159.7307" +}, +{ + "date": "2017-11-07", + "month": "11", + "week": "45", + "weekday": "Tuesday", + "close": "47249.3415" +}, +{ + "date": "2017-11-08", + "month": "11", + "week": "45", + "weekday": "Wednesday", + "close": "49427.7048" +}, +{ + "date": "2017-11-09", + "month": "11", + "week": "45", + "weekday": "Thursday", + "close": "47448.9118" +}, +{ + "date": "2017-11-10", + "month": "11", + "week": "45", + "weekday": "Friday", + "close": "43637.0596" +}, +{ + "date": "2017-11-11", + "month": "11", + "week": "45", + "weekday": "Saturday", + "close": "42085.6019" +}, +{ + "date": "2017-11-12", + "month": "11", + "week": "45", + "weekday": "Sunday", + "close": "38904.304" +}, +{ + "date": "2017-11-13", + "month": "11", + "week": "46", + "weekday": "Monday", + "close": "43279.9771" +}, +{ + "date": "2017-11-14", + "month": "11", + "week": "46", + "weekday": "Tuesday", + "close": "43801.9668" +}, +{ + "date": "2017-11-15", + "month": "11", + "week": "46", + "weekday": "Wednesday", + "close": "48232.4671" +}, +{ + "date": "2017-11-16", + "month": "11", + "week": "46", + "weekday": "Thursday", + "close": "52012.2859" +}, +{ + "date": "2017-11-17", + "month": "11", + "week": "46", + "weekday": "Friday", + "close": "50973.7739" +}, +{ + "date": "2017-11-18", + "month": "11", + "week": "46", + "weekday": "Saturday", + "close": "51542.0595" +}, +{ + "date": "2017-11-19", + "month": "11", + "week": "46", + "weekday": "Sunday", + "close": "53279.4604" +}, +{ + "date": "2017-11-20", + "month": "11", + "week": "47", + "weekday": "Monday", + "close": "54656.3545" +}, +{ + "date": "2017-11-21", + "month": "11", + "week": "47", + "weekday": "Tuesday", + "close": "53673.7877" +}, +{ + "date": "2017-11-22", + "month": "11", + "week": "47", + "weekday": "Wednesday", + "close": "54403.2305" +}, +{ + "date": "2017-11-23", + "month": "11", + "week": "47", + "weekday": "Thursday", + "close": "52676.5845" +}, +{ + "date": "2017-11-24", + "month": "11", + "week": "47", + "weekday": "Friday", + "close": "54136.6166" +}, +{ + "date": "2017-11-25", + "month": "11", + "week": "47", + "weekday": "Saturday", + "close": "57851.0594" +}, +{ + "date": "2017-11-26", + "month": "11", + "week": "47", + "weekday": "Sunday", + "close": "60980.0178" +}, +{ + "date": "2017-11-27", + "month": "11", + "week": "48", + "weekday": "Monday", + "close": "64246.5971" +}, +{ + "date": "2017-11-28", + "month": "11", + "week": "48", + "weekday": "Tuesday", + "close": "65458.8612" +}, +{ + "date": "2017-11-29", + "month": "11", + "week": "48", + "weekday": "Wednesday", + "close": "64890.9642" +}, +{ + "date": "2017-11-30", + "month": "11", + "week": "48", + "weekday": "Thursday", + "close": "65583.2597" +}, +{ + "date": "2017-12-01", + "month": "12", + "week": "48", + "weekday": "Friday", + "close": "71825.6883" +}, +{ + "date": "2017-12-02", + "month": "12", + "week": "48", + "weekday": "Saturday", + "close": "72079.2312" +}, +{ + "date": "2017-12-03", + "month": "12", + "week": "48", + "weekday": "Sunday", + "close": "74007.4136" +}, +{ + "date": "2017-12-04", + "month": "12", + "week": "49", + "weekday": "Monday", + "close": "76852.0129" +}, +{ + "date": "2017-12-05", + "month": "12", + "week": "49", + "weekday": "Tuesday", + "close": "77398.8752" +}, +{ + "date": "2017-12-06", + "month": "12", + "week": "49", + "weekday": "Wednesday", + "close": "90679.5487" +}, +{ + "date": "2017-12-07", + "month": "12", + "week": "49", + "weekday": "Thursday", + "close": "111589.9776" +}, +{ + "date": "2017-12-08", + "month": "12", + "week": "49", + "weekday": "Friday", + "close": "106233.201" +}, +{ + "date": "2017-12-09", + "month": "12", + "week": "49", + "weekday": "Saturday", + "close": "98676.7747" +}, +{ + "date": "2017-12-10", + "month": "12", + "week": "49", + "weekday": "Sunday", + "close": "99525.1027" +}, +{ + "date": "2017-12-11", + "month": "12", + "week": "50", + "weekday": "Monday", + "close": "110642.88" +}, +{ + "date": "2017-12-12", + "month": "12", + "week": "50", + "weekday": "Tuesday", + "close": "113732.6745" +}] \ No newline at end of file diff --git a/matplotlib_dataScience/btc_close_2017_request.json b/matplotlib_dataScience/btc_close_2017_request.json new file mode 100644 index 0000000000000000000000000000000000000000..3a4f15caa1d15cfaffcffafef0937e8f88efb4c8 --- /dev/null +++ b/matplotlib_dataScience/btc_close_2017_request.json @@ -0,0 +1,2422 @@ +[{ + "date": "2017-01-01", + "month": "01", + "week": "52", + "weekday": "Sunday", + "close": "6928.6492" +}, +{ + "date": "2017-01-02", + "month": "01", + "week": "1", + "weekday": "Monday", + "close": "7070.2554" +}, +{ + "date": "2017-01-03", + "month": "01", + "week": "1", + "weekday": "Tuesday", + "close": "7175.1082" +}, +{ + "date": "2017-01-04", + "month": "01", + "week": "1", + "weekday": "Wednesday", + "close": "7835.7615" +}, +{ + "date": "2017-01-05", + "month": "01", + "week": "1", + "weekday": "Thursday", + "close": "6928.7578" +}, +{ + "date": "2017-01-06", + "month": "01", + "week": "1", + "weekday": "Friday", + "close": "6196.6928" +}, +{ + "date": "2017-01-07", + "month": "01", + "week": "1", + "weekday": "Saturday", + "close": "6262.1471" +}, +{ + "date": "2017-01-08", + "month": "01", + "week": "1", + "weekday": "Sunday", + "close": "6319.9404" +}, +{ + "date": "2017-01-09", + "month": "01", + "week": "2", + "weekday": "Monday", + "close": "6239.1506" +}, +{ + "date": "2017-01-10", + "month": "01", + "week": "2", + "weekday": "Tuesday", + "close": "6263.1548" +}, +{ + "date": "2017-01-11", + "month": "01", + "week": "2", + "weekday": "Wednesday", + "close": "5383.0598" +}, +{ + "date": "2017-01-12", + "month": "01", + "week": "2", + "weekday": "Thursday", + "close": "5566.7345" +}, +{ + "date": "2017-01-13", + "month": "01", + "week": "2", + "weekday": "Friday", + "close": "5700.0716" +}, +{ + "date": "2017-01-14", + "month": "01", + "week": "2", + "weekday": "Saturday", + "close": "5648.6897" +}, +{ + "date": "2017-01-15", + "month": "01", + "week": "2", + "weekday": "Sunday", + "close": "5674.7977" +}, +{ + "date": "2017-01-16", + "month": "01", + "week": "3", + "weekday": "Monday", + "close": "5730.0658" +}, +{ + "date": "2017-01-17", + "month": "01", + "week": "3", + "weekday": "Tuesday", + "close": "6202.9704" +}, +{ + "date": "2017-01-18", + "month": "01", + "week": "3", + "weekday": "Wednesday", + "close": "6047.6601" +}, +{ + "date": "2017-01-19", + "month": "01", + "week": "3", + "weekday": "Thursday", + "close": "6170.8433" +}, +{ + "date": "2017-01-20", + "month": "01", + "week": "3", + "weekday": "Friday", + "close": "6131.2511" +}, +{ + "date": "2017-01-21", + "month": "01", + "week": "3", + "weekday": "Saturday", + "close": "6326.3657" +}, +{ + "date": "2017-01-22", + "month": "01", + "week": "3", + "weekday": "Sunday", + "close": "6362.9482" +}, +{ + "date": "2017-01-23", + "month": "01", + "week": "4", + "weekday": "Monday", + "close": "6255.5602" +}, +{ + "date": "2017-01-24", + "month": "01", + "week": "4", + "weekday": "Tuesday", + "close": "6074.8333" +}, +{ + "date": "2017-01-25", + "month": "01", + "week": "4", + "weekday": "Wednesday", + "close": "6154.6958" +}, +{ + "date": "2017-01-26", + "month": "01", + "week": "4", + "weekday": "Thursday", + "close": "6295.3388" +}, +{ + "date": "2017-01-27", + "month": "01", + "week": "4", + "weekday": "Friday", + "close": "6320.7206" +}, +{ + "date": "2017-01-28", + "month": "01", + "week": "4", + "weekday": "Saturday", + "close": "6332.5389" +}, +{ + "date": "2017-01-29", + "month": "01", + "week": "4", + "weekday": "Sunday", + "close": "6289.1698" +}, +{ + "date": "2017-01-30", + "month": "01", + "week": "5", + "weekday": "Monday", + "close": "6332.8246" +}, +{ + "date": "2017-01-31", + "month": "01", + "week": "5", + "weekday": "Tuesday", + "close": "6657.8667" +}, +{ + "date": "2017-02-01", + "month": "02", + "week": "5", + "weekday": "Wednesday", + "close": "6793.7077" +}, +{ + "date": "2017-02-02", + "month": "02", + "week": "5", + "weekday": "Thursday", + "close": "6934.3856" +}, +{ + "date": "2017-02-03", + "month": "02", + "week": "5", + "weekday": "Friday", + "close": "6995.2901" +}, +{ + "date": "2017-02-04", + "month": "02", + "week": "5", + "weekday": "Saturday", + "close": "7102.0714" +}, +{ + "date": "2017-02-05", + "month": "02", + "week": "5", + "weekday": "Sunday", + "close": "6965.9773" +}, +{ + "date": "2017-02-06", + "month": "02", + "week": "6", + "weekday": "Monday", + "close": "7034.2211" +}, +{ + "date": "2017-02-07", + "month": "02", + "week": "6", + "weekday": "Tuesday", + "close": "7245.8877" +}, +{ + "date": "2017-02-08", + "month": "02", + "week": "6", + "weekday": "Wednesday", + "close": "7246.6303" +}, +{ + "date": "2017-02-09", + "month": "02", + "week": "6", + "weekday": "Thursday", + "close": "6811.6794" +}, +{ + "date": "2017-02-10", + "month": "02", + "week": "6", + "weekday": "Friday", + "close": "6833.4884" +}, +{ + "date": "2017-02-11", + "month": "02", + "week": "6", + "weekday": "Saturday", + "close": "6946.09" +}, +{ + "date": "2017-02-12", + "month": "02", + "week": "6", + "weekday": "Sunday", + "close": "6883.9424" +}, +{ + "date": "2017-02-13", + "month": "02", + "week": "7", + "weekday": "Monday", + "close": "6858.5789" +}, +{ + "date": "2017-02-14", + "month": "02", + "week": "7", + "weekday": "Tuesday", + "close": "6930.882" +}, +{ + "date": "2017-02-15", + "month": "02", + "week": "7", + "weekday": "Wednesday", + "close": "6935.3788" +}, +{ + "date": "2017-02-16", + "month": "02", + "week": "7", + "weekday": "Thursday", + "close": "7088.8535" +}, +{ + "date": "2017-02-17", + "month": "02", + "week": "7", + "weekday": "Friday", + "close": "7229.5808" +}, +{ + "date": "2017-02-18", + "month": "02", + "week": "7", + "weekday": "Saturday", + "close": "7267.5468" +}, +{ + "date": "2017-02-19", + "month": "02", + "week": "7", + "weekday": "Sunday", + "close": "7220.5385" +}, +{ + "date": "2017-02-20", + "month": "02", + "week": "8", + "weekday": "Monday", + "close": "7450.2901" +}, +{ + "date": "2017-02-21", + "month": "02", + "week": "8", + "weekday": "Tuesday", + "close": "7732.4979" +}, +{ + "date": "2017-02-22", + "month": "02", + "week": "8", + "weekday": "Wednesday", + "close": "7716.2218" +}, +{ + "date": "2017-02-23", + "month": "02", + "week": "8", + "weekday": "Thursday", + "close": "8092.0221" +}, +{ + "date": "2017-02-24", + "month": "02", + "week": "8", + "weekday": "Friday", + "close": "8109.1867" +}, +{ + "date": "2017-02-25", + "month": "02", + "week": "8", + "weekday": "Saturday", + "close": "7908.54" +}, +{ + "date": "2017-02-26", + "month": "02", + "week": "8", + "weekday": "Sunday", + "close": "8137.4131" +}, +{ + "date": "2017-02-27", + "month": "02", + "week": "9", + "weekday": "Monday", + "close": "8206.1829" +}, +{ + "date": "2017-02-28", + "month": "02", + "week": "9", + "weekday": "Tuesday", + "close": "8176.3692" +}, +{ + "date": "2017-03-01", + "month": "03", + "week": "9", + "weekday": "Wednesday", + "close": "8464.3549" +}, +{ + "date": "2017-03-02", + "month": "03", + "week": "9", + "weekday": "Thursday", + "close": "8688.7751" +}, +{ + "date": "2017-03-03", + "month": "03", + "week": "9", + "weekday": "Friday", + "close": "8900.4858" +}, +{ + "date": "2017-03-04", + "month": "03", + "week": "9", + "weekday": "Saturday", + "close": "8741.0338" +}, +{ + "date": "2017-03-05", + "month": "03", + "week": "9", + "weekday": "Sunday", + "close": "8816.6651" +}, +{ + "date": "2017-03-06", + "month": "03", + "week": "10", + "weekday": "Monday", + "close": "8832.9615" +}, +{ + "date": "2017-03-07", + "month": "03", + "week": "10", + "weekday": "Tuesday", + "close": "8504.1113" +}, +{ + "date": "2017-03-08", + "month": "03", + "week": "10", + "weekday": "Wednesday", + "close": "7953.9243" +}, +{ + "date": "2017-03-09", + "month": "03", + "week": "10", + "weekday": "Thursday", + "close": "8235.799" +}, +{ + "date": "2017-03-10", + "month": "03", + "week": "10", + "weekday": "Friday", + "close": "7716.1296" +}, +{ + "date": "2017-03-11", + "month": "03", + "week": "10", + "weekday": "Saturday", + "close": "8161.7404" +}, +{ + "date": "2017-03-12", + "month": "03", + "week": "10", + "weekday": "Sunday", + "close": "8441.5353" +}, +{ + "date": "2017-03-13", + "month": "03", + "week": "11", + "weekday": "Monday", + "close": "8595.5263" +}, +{ + "date": "2017-03-14", + "month": "03", + "week": "11", + "weekday": "Tuesday", + "close": "8616.949" +}, +{ + "date": "2017-03-15", + "month": "03", + "week": "11", + "weekday": "Wednesday", + "close": "8711.306" +}, +{ + "date": "2017-03-16", + "month": "03", + "week": "11", + "weekday": "Thursday", + "close": "8091.7411" +}, +{ + "date": "2017-03-17", + "month": "03", + "week": "11", + "weekday": "Friday", + "close": "7379.6562" +}, +{ + "date": "2017-03-18", + "month": "03", + "week": "11", + "weekday": "Saturday", + "close": "6694.36" +}, +{ + "date": "2017-03-19", + "month": "03", + "week": "11", + "weekday": "Sunday", + "close": "7028.0107" +}, +{ + "date": "2017-03-20", + "month": "03", + "week": "12", + "weekday": "Monday", + "close": "7196.3568" +}, +{ + "date": "2017-03-21", + "month": "03", + "week": "12", + "weekday": "Tuesday", + "close": "7680.723" +}, +{ + "date": "2017-03-22", + "month": "03", + "week": "12", + "weekday": "Wednesday", + "close": "7139.7016" +}, +{ + "date": "2017-03-23", + "month": "03", + "week": "12", + "weekday": "Thursday", + "close": "7092.2246" +}, +{ + "date": "2017-03-24", + "month": "03", + "week": "12", + "weekday": "Friday", + "close": "6437.3431" +}, +{ + "date": "2017-03-25", + "month": "03", + "week": "12", + "weekday": "Saturday", + "close": "6640.554" +}, +{ + "date": "2017-03-26", + "month": "03", + "week": "12", + "weekday": "Sunday", + "close": "6623.5896" +}, +{ + "date": "2017-03-27", + "month": "03", + "week": "13", + "weekday": "Monday", + "close": "7151.8202" +}, +{ + "date": "2017-03-28", + "month": "03", + "week": "13", + "weekday": "Tuesday", + "close": "7184.6725" +}, +{ + "date": "2017-03-29", + "month": "03", + "week": "13", + "weekday": "Wednesday", + "close": "7168.8792" +}, +{ + "date": "2017-03-30", + "month": "03", + "week": "13", + "weekday": "Thursday", + "close": "7146.3119" +}, +{ + "date": "2017-03-31", + "month": "03", + "week": "13", + "weekday": "Friday", + "close": "7439.1397" +}, +{ + "date": "2017-04-01", + "month": "04", + "week": "13", + "weekday": "Saturday", + "close": "7506.4038" +}, +{ + "date": "2017-04-02", + "month": "04", + "week": "13", + "weekday": "Sunday", + "close": "7566.0156" +}, +{ + "date": "2017-04-03", + "month": "04", + "week": "14", + "weekday": "Monday", + "close": "7903.6773" +}, +{ + "date": "2017-04-04", + "month": "04", + "week": "14", + "weekday": "Tuesday", + "close": "7874.9773" +}, +{ + "date": "2017-04-05", + "month": "04", + "week": "14", + "weekday": "Wednesday", + "close": "7827.8202" +}, +{ + "date": "2017-04-06", + "month": "04", + "week": "14", + "weekday": "Thursday", + "close": "8212.9762" +}, +{ + "date": "2017-04-07", + "month": "04", + "week": "14", + "weekday": "Friday", + "close": "8236.9016" +}, +{ + "date": "2017-04-08", + "month": "04", + "week": "14", + "weekday": "Saturday", + "close": "8180.3212" +}, +{ + "date": "2017-04-09", + "month": "04", + "week": "14", + "weekday": "Sunday", + "close": "8354.8293" +}, +{ + "date": "2017-04-10", + "month": "04", + "week": "15", + "weekday": "Monday", + "close": "8375.1346" +}, +{ + "date": "2017-04-11", + "month": "04", + "week": "15", + "weekday": "Tuesday", + "close": "8442.2186" +}, +{ + "date": "2017-04-12", + "month": "04", + "week": "15", + "weekday": "Wednesday", + "close": "8382.4873" +}, +{ + "date": "2017-04-13", + "month": "04", + "week": "15", + "weekday": "Thursday", + "close": "8117.4785" +}, +{ + "date": "2017-04-14", + "month": "04", + "week": "15", + "weekday": "Friday", + "close": "8151.1798" +}, +{ + "date": "2017-04-15", + "month": "04", + "week": "15", + "weekday": "Saturday", + "close": "8129.5847" +}, +{ + "date": "2017-04-16", + "month": "04", + "week": "15", + "weekday": "Sunday", + "close": "8167.0471" +}, +{ + "date": "2017-04-17", + "month": "04", + "week": "16", + "weekday": "Monday", + "close": "8267.104" +}, +{ + "date": "2017-04-18", + "month": "04", + "week": "16", + "weekday": "Tuesday", + "close": "8379.7232" +}, +{ + "date": "2017-04-19", + "month": "04", + "week": "16", + "weekday": "Wednesday", + "close": "8436.3248" +}, +{ + "date": "2017-04-20", + "month": "04", + "week": "16", + "weekday": "Thursday", + "close": "8639.4949" +}, +{ + "date": "2017-04-21", + "month": "04", + "week": "16", + "weekday": "Friday", + "close": "8654.9971" +}, +{ + "date": "2017-04-22", + "month": "04", + "week": "16", + "weekday": "Saturday", + "close": "8567.1483" +}, +{ + "date": "2017-04-23", + "month": "04", + "week": "16", + "weekday": "Sunday", + "close": "8458.4188" +}, +{ + "date": "2017-04-24", + "month": "04", + "week": "17", + "weekday": "Monday", + "close": "8594.2345" +}, +{ + "date": "2017-04-25", + "month": "04", + "week": "17", + "weekday": "Tuesday", + "close": "8700.0125" +}, +{ + "date": "2017-04-26", + "month": "04", + "week": "17", + "weekday": "Wednesday", + "close": "8857.1946" +}, +{ + "date": "2017-04-27", + "month": "04", + "week": "17", + "weekday": "Thursday", + "close": "9167.2508" +}, +{ + "date": "2017-04-28", + "month": "04", + "week": "17", + "weekday": "Friday", + "close": "9101.0934" +}, +{ + "date": "2017-04-29", + "month": "04", + "week": "17", + "weekday": "Saturday", + "close": "9149.9325" +}, +{ + "date": "2017-04-30", + "month": "04", + "week": "17", + "weekday": "Sunday", + "close": "9325.1119" +}, +{ + "date": "2017-05-01", + "month": "05", + "week": "18", + "weekday": "Monday", + "close": "9665.7551" +}, +{ + "date": "2017-05-02", + "month": "05", + "week": "18", + "weekday": "Tuesday", + "close": "9944.3653" +}, +{ + "date": "2017-05-03", + "month": "05", + "week": "18", + "weekday": "Wednesday", + "close": "10292.3296" +}, +{ + "date": "2017-05-04", + "month": "05", + "week": "18", + "weekday": "Thursday", + "close": "10452.0037" +}, +{ + "date": "2017-05-05", + "month": "05", + "week": "18", + "weekday": "Friday", + "close": "10439.0799" +}, +{ + "date": "2017-05-06", + "month": "05", + "week": "18", + "weekday": "Saturday", + "close": "10688.1301" +}, +{ + "date": "2017-05-07", + "month": "05", + "week": "18", + "weekday": "Sunday", + "close": "10660.1939" +}, +{ + "date": "2017-05-08", + "month": "05", + "week": "19", + "weekday": "Monday", + "close": "11317.8009" +}, +{ + "date": "2017-05-09", + "month": "05", + "week": "19", + "weekday": "Tuesday", + "close": "11794.8949" +}, +{ + "date": "2017-05-10", + "month": "05", + "week": "19", + "weekday": "Wednesday", + "close": "12126.2961" +}, +{ + "date": "2017-05-11", + "month": "05", + "week": "19", + "weekday": "Thursday", + "close": "12478.0838" +}, +{ + "date": "2017-05-12", + "month": "05", + "week": "19", + "weekday": "Friday", + "close": "11569.4125" +}, +{ + "date": "2017-05-13", + "month": "05", + "week": "19", + "weekday": "Saturday", + "close": "12141.797" +}, +{ + "date": "2017-05-14", + "month": "05", + "week": "19", + "weekday": "Sunday", + "close": "12229.3176" +}, +{ + "date": "2017-05-15", + "month": "05", + "week": "20", + "weekday": "Monday", + "close": "11701.2204" +}, +{ + "date": "2017-05-16", + "month": "05", + "week": "20", + "weekday": "Tuesday", + "close": "11835.218" +}, +{ + "date": "2017-05-17", + "month": "05", + "week": "20", + "weekday": "Wednesday", + "close": "12403.3024" +}, +{ + "date": "2017-05-18", + "month": "05", + "week": "20", + "weekday": "Thursday", + "close": "13002.0625" +}, +{ + "date": "2017-05-19", + "month": "05", + "week": "20", + "weekday": "Friday", + "close": "13549.3033" +}, +{ + "date": "2017-05-20", + "month": "05", + "week": "20", + "weekday": "Saturday", + "close": "14127.3239" +}, +{ + "date": "2017-05-21", + "month": "05", + "week": "20", + "weekday": "Sunday", + "close": "14091.8068" +}, +{ + "date": "2017-05-22", + "month": "05", + "week": "21", + "weekday": "Monday", + "close": "14731.8028" +}, +{ + "date": "2017-05-23", + "month": "05", + "week": "21", + "weekday": "Tuesday", + "close": "15784.8432" +}, +{ + "date": "2017-05-24", + "month": "05", + "week": "21", + "weekday": "Wednesday", + "close": "17061.8818" +}, +{ + "date": "2017-05-25", + "month": "05", + "week": "21", + "weekday": "Thursday", + "close": "16190.3931" +}, +{ + "date": "2017-05-26", + "month": "05", + "week": "21", + "weekday": "Friday", + "close": "15402.2219" +}, +{ + "date": "2017-05-27", + "month": "05", + "week": "21", + "weekday": "Saturday", + "close": "14440.0015" +}, +{ + "date": "2017-05-28", + "month": "05", + "week": "21", + "weekday": "Sunday", + "close": "15139.4071" +}, +{ + "date": "2017-05-29", + "month": "05", + "week": "22", + "weekday": "Monday", + "close": "15700.3794" +}, +{ + "date": "2017-05-30", + "month": "05", + "week": "22", + "weekday": "Tuesday", + "close": "15064.5355" +}, +{ + "date": "2017-05-31", + "month": "05", + "week": "22", + "weekday": "Wednesday", + "close": "15869.5798" +}, +{ + "date": "2017-06-01", + "month": "06", + "week": "22", + "weekday": "Thursday", + "close": "16693.6332" +}, +{ + "date": "2017-06-02", + "month": "06", + "week": "22", + "weekday": "Friday", + "close": "17149.9736" +}, +{ + "date": "2017-06-03", + "month": "06", + "week": "22", + "weekday": "Saturday", + "close": "17410.0077" +}, +{ + "date": "2017-06-04", + "month": "06", + "week": "22", + "weekday": "Sunday", + "close": "17399.0513" +}, +{ + "date": "2017-06-05", + "month": "06", + "week": "23", + "weekday": "Monday", + "close": "18621.161" +}, +{ + "date": "2017-06-06", + "month": "06", + "week": "23", + "weekday": "Tuesday", + "close": "19797.8391" +}, +{ + "date": "2017-06-07", + "month": "06", + "week": "23", + "weekday": "Wednesday", + "close": "18205.3747" +}, +{ + "date": "2017-06-08", + "month": "06", + "week": "23", + "weekday": "Thursday", + "close": "19209.0831" +}, +{ + "date": "2017-06-09", + "month": "06", + "week": "23", + "weekday": "Friday", + "close": "19218.5925" +}, +{ + "date": "2017-06-10", + "month": "06", + "week": "23", + "weekday": "Saturday", + "close": "20004.1207" +}, +{ + "date": "2017-06-11", + "month": "06", + "week": "23", + "weekday": "Sunday", + "close": "20472.3611" +}, +{ + "date": "2017-06-12", + "month": "06", + "week": "24", + "weekday": "Monday", + "close": "18234.4754" +}, +{ + "date": "2017-06-13", + "month": "06", + "week": "24", + "weekday": "Tuesday", + "close": "18615.1877" +}, +{ + "date": "2017-06-14", + "month": "06", + "week": "24", + "weekday": "Wednesday", + "close": "16946.0339" +}, +{ + "date": "2017-06-15", + "month": "06", + "week": "24", + "weekday": "Thursday", + "close": "16724.4891" +}, +{ + "date": "2017-06-16", + "month": "06", + "week": "24", + "weekday": "Friday", + "close": "17217.0095" +}, +{ + "date": "2017-06-17", + "month": "06", + "week": "24", + "weekday": "Saturday", + "close": "18142.6219" +}, +{ + "date": "2017-06-18", + "month": "06", + "week": "24", + "weekday": "Sunday", + "close": "17535.8535" +}, +{ + "date": "2017-06-19", + "month": "06", + "week": "25", + "weekday": "Monday", + "close": "18015.1039" +}, +{ + "date": "2017-06-20", + "month": "06", + "week": "25", + "weekday": "Tuesday", + "close": "18975.7796" +}, +{ + "date": "2017-06-21", + "month": "06", + "week": "25", + "weekday": "Wednesday", + "close": "18522.6802" +}, +{ + "date": "2017-06-22", + "month": "06", + "week": "25", + "weekday": "Thursday", + "close": "18733.2802" +}, +{ + "date": "2017-06-23", + "month": "06", + "week": "25", + "weekday": "Friday", + "close": "18720.4229" +}, +{ + "date": "2017-06-24", + "month": "06", + "week": "25", + "weekday": "Saturday", + "close": "17906.1295" +}, +{ + "date": "2017-06-25", + "month": "06", + "week": "25", + "weekday": "Sunday", + "close": "17734.3884" +}, +{ + "date": "2017-06-26", + "month": "06", + "week": "26", + "weekday": "Monday", + "close": "17001.592" +}, +{ + "date": "2017-06-27", + "month": "06", + "week": "26", + "weekday": "Tuesday", + "close": "17666.3417" +}, +{ + "date": "2017-06-28", + "month": "06", + "week": "26", + "weekday": "Wednesday", + "close": "17575.261" +}, +{ + "date": "2017-06-29", + "month": "06", + "week": "26", + "weekday": "Thursday", + "close": "17385.3171" +}, +{ + "date": "2017-06-30", + "month": "06", + "week": "26", + "weekday": "Friday", + "close": "16943.0147" +}, +{ + "date": "2017-07-01", + "month": "07", + "week": "26", + "weekday": "Saturday", + "close": "16674.129" +}, +{ + "date": "2017-07-02", + "month": "07", + "week": "26", + "weekday": "Sunday", + "close": "17150.7103" +}, +{ + "date": "2017-07-03", + "month": "07", + "week": "27", + "weekday": "Monday", + "close": "17549.3179" +}, +{ + "date": "2017-07-04", + "month": "07", + "week": "27", + "weekday": "Tuesday", + "close": "17851.5456" +}, +{ + "date": "2017-07-05", + "month": "07", + "week": "27", + "weekday": "Wednesday", + "close": "17812.6481" +}, +{ + "date": "2017-07-06", + "month": "07", + "week": "27", + "weekday": "Thursday", + "close": "17813.1077" +}, +{ + "date": "2017-07-07", + "month": "07", + "week": "27", + "weekday": "Friday", + "close": "17156.6351" +}, +{ + "date": "2017-07-08", + "month": "07", + "week": "27", + "weekday": "Saturday", + "close": "17557.352" +}, +{ + "date": "2017-07-09", + "month": "07", + "week": "27", + "weekday": "Sunday", + "close": "17189.5013" +}, +{ + "date": "2017-07-10", + "month": "07", + "week": "28", + "weekday": "Monday", + "close": "16137.2933" +}, +{ + "date": "2017-07-11", + "month": "07", + "week": "28", + "weekday": "Tuesday", + "close": "15865.7291" +}, +{ + "date": "2017-07-12", + "month": "07", + "week": "28", + "weekday": "Wednesday", + "close": "16446.9487" +}, +{ + "date": "2017-07-13", + "month": "07", + "week": "28", + "weekday": "Thursday", + "close": "16036.6222" +}, +{ + "date": "2017-07-14", + "month": "07", + "week": "28", + "weekday": "Friday", + "close": "15132.8235" +}, +{ + "date": "2017-07-15", + "month": "07", + "week": "28", + "weekday": "Saturday", + "close": "13510.2081" +}, +{ + "date": "2017-07-16", + "month": "07", + "week": "28", + "weekday": "Sunday", + "close": "13075.9378" +}, +{ + "date": "2017-07-17", + "month": "07", + "week": "29", + "weekday": "Monday", + "close": "15192.6798" +}, +{ + "date": "2017-07-18", + "month": "07", + "week": "29", + "weekday": "Tuesday", + "close": "15706.0407" +}, +{ + "date": "2017-07-19", + "month": "07", + "week": "29", + "weekday": "Wednesday", + "close": "15491.8987" +}, +{ + "date": "2017-07-20", + "month": "07", + "week": "29", + "weekday": "Thursday", + "close": "19449.5488" +}, +{ + "date": "2017-07-21", + "month": "07", + "week": "29", + "weekday": "Friday", + "close": "18231.0571" +}, +{ + "date": "2017-07-22", + "month": "07", + "week": "29", + "weekday": "Saturday", + "close": "19210.2278" +}, +{ + "date": "2017-07-23", + "month": "07", + "week": "29", + "weekday": "Sunday", + "close": "18585.2759" +}, +{ + "date": "2017-07-24", + "month": "07", + "week": "30", + "weekday": "Monday", + "close": "18762.6589" +}, +{ + "date": "2017-07-25", + "month": "07", + "week": "30", + "weekday": "Tuesday", + "close": "17489.6893" +}, +{ + "date": "2017-07-26", + "month": "07", + "week": "30", + "weekday": "Wednesday", + "close": "17219.7355" +}, +{ + "date": "2017-07-27", + "month": "07", + "week": "30", + "weekday": "Thursday", + "close": "18188.4669" +}, +{ + "date": "2017-07-28", + "month": "07", + "week": "30", + "weekday": "Friday", + "close": "18898.2088" +}, +{ + "date": "2017-07-29", + "month": "07", + "week": "30", + "weekday": "Saturday", + "close": "18326.2673" +}, +{ + "date": "2017-07-30", + "month": "07", + "week": "30", + "weekday": "Sunday", + "close": "18499.4572" +}, +{ + "date": "2017-07-31", + "month": "07", + "week": "31", + "weekday": "Monday", + "close": "19334.0151" +}, +{ + "date": "2017-08-01", + "month": "08", + "week": "31", + "weekday": "Tuesday", + "close": "18376.5093" +}, +{ + "date": "2017-08-02", + "month": "08", + "week": "31", + "weekday": "Wednesday", + "close": "18305.9985" +}, +{ + "date": "2017-08-03", + "month": "08", + "week": "31", + "weekday": "Thursday", + "close": "18901.8131" +}, +{ + "date": "2017-08-04", + "month": "08", + "week": "31", + "weekday": "Friday", + "close": "19412.7978" +}, +{ + "date": "2017-08-05", + "month": "08", + "week": "31", + "weekday": "Saturday", + "close": "22227.2745" +}, +{ + "date": "2017-08-06", + "month": "08", + "week": "31", + "weekday": "Sunday", + "close": "22027.9885" +}, +{ + "date": "2017-08-07", + "month": "08", + "week": "32", + "weekday": "Monday", + "close": "23063.1732" +}, +{ + "date": "2017-08-08", + "month": "08", + "week": "32", + "weekday": "Tuesday", + "close": "23332.6502" +}, +{ + "date": "2017-08-09", + "month": "08", + "week": "32", + "weekday": "Wednesday", + "close": "22541.6557" +}, +{ + "date": "2017-08-10", + "month": "08", + "week": "32", + "weekday": "Thursday", + "close": "22904.393" +}, +{ + "date": "2017-08-11", + "month": "08", + "week": "32", + "weekday": "Friday", + "close": "24526.2402" +}, +{ + "date": "2017-08-12", + "month": "08", + "week": "32", + "weekday": "Saturday", + "close": "26109.954" +}, +{ + "date": "2017-08-13", + "month": "08", + "week": "32", + "weekday": "Sunday", + "close": "27390.8412" +}, +{ + "date": "2017-08-14", + "month": "08", + "week": "33", + "weekday": "Monday", + "close": "29237.7752" +}, +{ + "date": "2017-08-15", + "month": "08", + "week": "33", + "weekday": "Tuesday", + "close": "28073.6691" +}, +{ + "date": "2017-08-16", + "month": "08", + "week": "33", + "weekday": "Wednesday", + "close": "29612.7553" +}, +{ + "date": "2017-08-17", + "month": "08", + "week": "33", + "weekday": "Thursday", + "close": "28816.4854" +}, +{ + "date": "2017-08-18", + "month": "08", + "week": "33", + "weekday": "Friday", + "close": "27752.9395" +}, +{ + "date": "2017-08-19", + "month": "08", + "week": "33", + "weekday": "Saturday", + "close": "28062.8866" +}, +{ + "date": "2017-08-20", + "month": "08", + "week": "33", + "weekday": "Sunday", + "close": "27416.633" +}, +{ + "date": "2017-08-21", + "month": "08", + "week": "34", + "weekday": "Monday", + "close": "26919.0691" +}, +{ + "date": "2017-08-22", + "month": "08", + "week": "34", + "weekday": "Tuesday", + "close": "27565.3902" +}, +{ + "date": "2017-08-23", + "month": "08", + "week": "34", + "weekday": "Wednesday", + "close": "27907.3345" +}, +{ + "date": "2017-08-24", + "month": "08", + "week": "34", + "weekday": "Thursday", + "close": "29063.2438" +}, +{ + "date": "2017-08-25", + "month": "08", + "week": "34", + "weekday": "Friday", + "close": "29305.655" +}, +{ + "date": "2017-08-26", + "month": "08", + "week": "34", + "weekday": "Saturday", + "close": "29168.7202" +}, +{ + "date": "2017-08-27", + "month": "08", + "week": "34", + "weekday": "Sunday", + "close": "28945.352" +}, +{ + "date": "2017-08-28", + "month": "08", + "week": "35", + "weekday": "Monday", + "close": "29340.152" +}, +{ + "date": "2017-08-29", + "month": "08", + "week": "35", + "weekday": "Tuesday", + "close": "30656.5006" +}, +{ + "date": "2017-08-30", + "month": "08", + "week": "35", + "weekday": "Wednesday", + "close": "30532.943" +}, +{ + "date": "2017-08-31", + "month": "08", + "week": "35", + "weekday": "Thursday", + "close": "31391.9005" +}, +{ + "date": "2017-09-01", + "month": "09", + "week": "35", + "weekday": "Friday", + "close": "32482.9375" +}, +{ + "date": "2017-09-02", + "month": "09", + "week": "35", + "weekday": "Saturday", + "close": "30470.2819" +}, +{ + "date": "2017-09-03", + "month": "09", + "week": "35", + "weekday": "Sunday", + "close": "30336.7" +}, +{ + "date": "2017-09-04", + "month": "09", + "week": "36", + "weekday": "Monday", + "close": "28208.2898" +}, +{ + "date": "2017-09-05", + "month": "09", + "week": "36", + "weekday": "Tuesday", + "close": "28918.0205" +}, +{ + "date": "2017-09-06", + "month": "09", + "week": "36", + "weekday": "Wednesday", + "close": "30181.6445" +}, +{ + "date": "2017-09-07", + "month": "09", + "week": "36", + "weekday": "Thursday", + "close": "30089.0416" +}, +{ + "date": "2017-09-08", + "month": "09", + "week": "36", + "weekday": "Friday", + "close": "27976.5645" +}, +{ + "date": "2017-09-09", + "month": "09", + "week": "36", + "weekday": "Saturday", + "close": "27818.6782" +}, +{ + "date": "2017-09-10", + "month": "09", + "week": "36", + "weekday": "Sunday", + "close": "27359.9317" +}, +{ + "date": "2017-09-11", + "month": "09", + "week": "37", + "weekday": "Monday", + "close": "27351.0555" +}, +{ + "date": "2017-09-12", + "month": "09", + "week": "37", + "weekday": "Tuesday", + "close": "27111.147" +}, +{ + "date": "2017-09-13", + "month": "09", + "week": "37", + "weekday": "Wednesday", + "close": "25354.506" +}, +{ + "date": "2017-09-14", + "month": "09", + "week": "37", + "weekday": "Thursday", + "close": "21152.8443" +}, +{ + "date": "2017-09-15", + "month": "09", + "week": "37", + "weekday": "Friday", + "close": "24164.8636" +}, +{ + "date": "2017-09-16", + "month": "09", + "week": "37", + "weekday": "Saturday", + "close": "24111.3645" +}, +{ + "date": "2017-09-17", + "month": "09", + "week": "37", + "weekday": "Sunday", + "close": "24057.8213" +}, +{ + "date": "2017-09-18", + "month": "09", + "week": "38", + "weekday": "Monday", + "close": "26737.3742" +}, +{ + "date": "2017-09-19", + "month": "09", + "week": "38", + "weekday": "Tuesday", + "close": "25652.4813" +}, +{ + "date": "2017-09-20", + "month": "09", + "week": "38", + "weekday": "Wednesday", + "close": "25361.3238" +}, +{ + "date": "2017-09-21", + "month": "09", + "week": "38", + "weekday": "Thursday", + "close": "23804.5608" +}, +{ + "date": "2017-09-22", + "month": "09", + "week": "38", + "weekday": "Friday", + "close": "23761.1198" +}, +{ + "date": "2017-09-23", + "month": "09", + "week": "38", + "weekday": "Saturday", + "close": "24908.4204" +}, +{ + "date": "2017-09-24", + "month": "09", + "week": "38", + "weekday": "Sunday", + "close": "24216.5269" +}, +{ + "date": "2017-09-25", + "month": "09", + "week": "39", + "weekday": "Monday", + "close": "26007.1112" +}, +{ + "date": "2017-09-26", + "month": "09", + "week": "39", + "weekday": "Tuesday", + "close": "25869.3194" +}, +{ + "date": "2017-09-27", + "month": "09", + "week": "39", + "weekday": "Wednesday", + "close": "27955.6252" +}, +{ + "date": "2017-09-28", + "month": "09", + "week": "39", + "weekday": "Thursday", + "close": "27882.4195" +}, +{ + "date": "2017-09-29", + "month": "09", + "week": "39", + "weekday": "Friday", + "close": "27711.6948" +}, +{ + "date": "2017-09-30", + "month": "09", + "week": "39", + "weekday": "Saturday", + "close": "28969.0962" +}, +{ + "date": "2017-10-01", + "month": "10", + "week": "39", + "weekday": "Sunday", + "close": "29264.4926" +}, +{ + "date": "2017-10-02", + "month": "10", + "week": "40", + "weekday": "Monday", + "close": "29295.7562" +}, +{ + "date": "2017-10-03", + "month": "10", + "week": "40", + "weekday": "Tuesday", + "close": "28743.0928" +}, +{ + "date": "2017-10-04", + "month": "10", + "week": "40", + "weekday": "Wednesday", + "close": "28120.5656" +}, +{ + "date": "2017-10-05", + "month": "10", + "week": "40", + "weekday": "Thursday", + "close": "28764.0436" +}, +{ + "date": "2017-10-06", + "month": "10", + "week": "40", + "weekday": "Friday", + "close": "29084.1981" +}, +{ + "date": "2017-10-07", + "month": "10", + "week": "40", + "weekday": "Saturday", + "close": "29521.3602" +}, +{ + "date": "2017-10-08", + "month": "10", + "week": "40", + "weekday": "Sunday", + "close": "30583.2886" +}, +{ + "date": "2017-10-09", + "month": "10", + "week": "41", + "weekday": "Monday", + "close": "31622.869" +}, +{ + "date": "2017-10-10", + "month": "10", + "week": "41", + "weekday": "Tuesday", + "close": "31243.3645" +}, +{ + "date": "2017-10-11", + "month": "10", + "week": "41", + "weekday": "Wednesday", + "close": "31830.4848" +}, +{ + "date": "2017-10-12", + "month": "10", + "week": "41", + "weekday": "Thursday", + "close": "35833.2539" +}, +{ + "date": "2017-10-13", + "month": "10", + "week": "41", + "weekday": "Friday", + "close": "37106.6814" +}, +{ + "date": "2017-10-14", + "month": "10", + "week": "41", + "weekday": "Saturday", + "close": "38222.2666" +}, +{ + "date": "2017-10-15", + "month": "10", + "week": "41", + "weekday": "Sunday", + "close": "37517.0856" +}, +{ + "date": "2017-10-16", + "month": "10", + "week": "42", + "weekday": "Monday", + "close": "37917.9925" +}, +{ + "date": "2017-10-17", + "month": "10", + "week": "42", + "weekday": "Tuesday", + "close": "37060.3182" +}, +{ + "date": "2017-10-18", + "month": "10", + "week": "42", + "weekday": "Wednesday", + "close": "36928.632" +}, +{ + "date": "2017-10-19", + "month": "10", + "week": "42", + "weekday": "Thursday", + "close": "37704.4579" +}, +{ + "date": "2017-10-20", + "month": "10", + "week": "42", + "weekday": "Friday", + "close": "39634.3994" +}, +{ + "date": "2017-10-21", + "month": "10", + "week": "42", + "weekday": "Saturday", + "close": "39827.4189" +}, +{ + "date": "2017-10-22", + "month": "10", + "week": "42", + "weekday": "Sunday", + "close": "39673.3776" +}, +{ + "date": "2017-10-23", + "month": "10", + "week": "43", + "weekday": "Monday", + "close": "39144.7834" +}, +{ + "date": "2017-10-24", + "month": "10", + "week": "43", + "weekday": "Tuesday", + "close": "36611.829" +}, +{ + "date": "2017-10-25", + "month": "10", + "week": "43", + "weekday": "Wednesday", + "close": "38067.9613" +}, +{ + "date": "2017-10-26", + "month": "10", + "week": "43", + "weekday": "Thursday", + "close": "39108.6475" +}, +{ + "date": "2017-10-27", + "month": "10", + "week": "43", + "weekday": "Friday", + "close": "38353.9173" +}, +{ + "date": "2017-10-28", + "month": "10", + "week": "43", + "weekday": "Saturday", + "close": "38122.1385" +}, +{ + "date": "2017-10-29", + "month": "10", + "week": "43", + "weekday": "Sunday", + "close": "40925.4142" +}, +{ + "date": "2017-10-30", + "month": "10", + "week": "44", + "weekday": "Monday", + "close": "40682.7268" +}, +{ + "date": "2017-10-31", + "month": "10", + "week": "44", + "weekday": "Tuesday", + "close": "42779.3067" +}, +{ + "date": "2017-11-01", + "month": "11", + "week": "44", + "weekday": "Wednesday", + "close": "44572.0627" +}, +{ + "date": "2017-11-02", + "month": "11", + "week": "44", + "weekday": "Thursday", + "close": "46462.0654" +}, +{ + "date": "2017-11-03", + "month": "11", + "week": "44", + "weekday": "Friday", + "close": "47518.0205" +}, +{ + "date": "2017-11-04", + "month": "11", + "week": "44", + "weekday": "Saturday", + "close": "49047.8253" +}, +{ + "date": "2017-11-05", + "month": "11", + "week": "44", + "weekday": "Sunday", + "close": "48907.9843" +}, +{ + "date": "2017-11-06", + "month": "11", + "week": "45", + "weekday": "Monday", + "close": "46159.7307" +}, +{ + "date": "2017-11-07", + "month": "11", + "week": "45", + "weekday": "Tuesday", + "close": "47249.3415" +}, +{ + "date": "2017-11-08", + "month": "11", + "week": "45", + "weekday": "Wednesday", + "close": "49427.7048" +}, +{ + "date": "2017-11-09", + "month": "11", + "week": "45", + "weekday": "Thursday", + "close": "47448.9118" +}, +{ + "date": "2017-11-10", + "month": "11", + "week": "45", + "weekday": "Friday", + "close": "43637.0596" +}, +{ + "date": "2017-11-11", + "month": "11", + "week": "45", + "weekday": "Saturday", + "close": "42085.6019" +}, +{ + "date": "2017-11-12", + "month": "11", + "week": "45", + "weekday": "Sunday", + "close": "38904.304" +}, +{ + "date": "2017-11-13", + "month": "11", + "week": "46", + "weekday": "Monday", + "close": "43279.9771" +}, +{ + "date": "2017-11-14", + "month": "11", + "week": "46", + "weekday": "Tuesday", + "close": "43801.9668" +}, +{ + "date": "2017-11-15", + "month": "11", + "week": "46", + "weekday": "Wednesday", + "close": "48232.4671" +}, +{ + "date": "2017-11-16", + "month": "11", + "week": "46", + "weekday": "Thursday", + "close": "52012.2859" +}, +{ + "date": "2017-11-17", + "month": "11", + "week": "46", + "weekday": "Friday", + "close": "50973.7739" +}, +{ + "date": "2017-11-18", + "month": "11", + "week": "46", + "weekday": "Saturday", + "close": "51542.0595" +}, +{ + "date": "2017-11-19", + "month": "11", + "week": "46", + "weekday": "Sunday", + "close": "53279.4604" +}, +{ + "date": "2017-11-20", + "month": "11", + "week": "47", + "weekday": "Monday", + "close": "54656.3545" +}, +{ + "date": "2017-11-21", + "month": "11", + "week": "47", + "weekday": "Tuesday", + "close": "53673.7877" +}, +{ + "date": "2017-11-22", + "month": "11", + "week": "47", + "weekday": "Wednesday", + "close": "54403.2305" +}, +{ + "date": "2017-11-23", + "month": "11", + "week": "47", + "weekday": "Thursday", + "close": "52676.5845" +}, +{ + "date": "2017-11-24", + "month": "11", + "week": "47", + "weekday": "Friday", + "close": "54136.6166" +}, +{ + "date": "2017-11-25", + "month": "11", + "week": "47", + "weekday": "Saturday", + "close": "57851.0594" +}, +{ + "date": "2017-11-26", + "month": "11", + "week": "47", + "weekday": "Sunday", + "close": "60980.0178" +}, +{ + "date": "2017-11-27", + "month": "11", + "week": "48", + "weekday": "Monday", + "close": "64246.5971" +}, +{ + "date": "2017-11-28", + "month": "11", + "week": "48", + "weekday": "Tuesday", + "close": "65458.8612" +}, +{ + "date": "2017-11-29", + "month": "11", + "week": "48", + "weekday": "Wednesday", + "close": "64890.9642" +}, +{ + "date": "2017-11-30", + "month": "11", + "week": "48", + "weekday": "Thursday", + "close": "65583.2597" +}, +{ + "date": "2017-12-01", + "month": "12", + "week": "48", + "weekday": "Friday", + "close": "71825.6883" +}, +{ + "date": "2017-12-02", + "month": "12", + "week": "48", + "weekday": "Saturday", + "close": "72079.2312" +}, +{ + "date": "2017-12-03", + "month": "12", + "week": "48", + "weekday": "Sunday", + "close": "74007.4136" +}, +{ + "date": "2017-12-04", + "month": "12", + "week": "49", + "weekday": "Monday", + "close": "76852.0129" +}, +{ + "date": "2017-12-05", + "month": "12", + "week": "49", + "weekday": "Tuesday", + "close": "77398.8752" +}, +{ + "date": "2017-12-06", + "month": "12", + "week": "49", + "weekday": "Wednesday", + "close": "90679.5487" +}, +{ + "date": "2017-12-07", + "month": "12", + "week": "49", + "weekday": "Thursday", + "close": "111589.9776" +}, +{ + "date": "2017-12-08", + "month": "12", + "week": "49", + "weekday": "Friday", + "close": "106233.201" +}, +{ + "date": "2017-12-09", + "month": "12", + "week": "49", + "weekday": "Saturday", + "close": "98676.7747" +}, +{ + "date": "2017-12-10", + "month": "12", + "week": "49", + "weekday": "Sunday", + "close": "99525.1027" +}, +{ + "date": "2017-12-11", + "month": "12", + "week": "50", + "weekday": "Monday", + "close": "110642.88" +}, +{ + "date": "2017-12-12", + "month": "12", + "week": "50", + "weekday": "Tuesday", + "close": "113732.6745" +}] \ No newline at end of file diff --git a/matplotlib_dataScience/btc_close_2017_urllib.json b/matplotlib_dataScience/btc_close_2017_urllib.json new file mode 100644 index 0000000000000000000000000000000000000000..3a4f15caa1d15cfaffcffafef0937e8f88efb4c8 --- /dev/null +++ b/matplotlib_dataScience/btc_close_2017_urllib.json @@ -0,0 +1,2422 @@ +[{ + "date": "2017-01-01", + "month": "01", + "week": "52", + "weekday": "Sunday", + "close": "6928.6492" +}, +{ + "date": "2017-01-02", + "month": "01", + "week": "1", + "weekday": "Monday", + "close": "7070.2554" +}, +{ + "date": "2017-01-03", + "month": "01", + "week": "1", + "weekday": "Tuesday", + "close": "7175.1082" +}, +{ + "date": "2017-01-04", + "month": "01", + "week": "1", + "weekday": "Wednesday", + "close": "7835.7615" +}, +{ + "date": "2017-01-05", + "month": "01", + "week": "1", + "weekday": "Thursday", + "close": "6928.7578" +}, +{ + "date": "2017-01-06", + "month": "01", + "week": "1", + "weekday": "Friday", + "close": "6196.6928" +}, +{ + "date": "2017-01-07", + "month": "01", + "week": "1", + "weekday": "Saturday", + "close": "6262.1471" +}, +{ + "date": "2017-01-08", + "month": "01", + "week": "1", + "weekday": "Sunday", + "close": "6319.9404" +}, +{ + "date": "2017-01-09", + "month": "01", + "week": "2", + "weekday": "Monday", + "close": "6239.1506" +}, +{ + "date": "2017-01-10", + "month": "01", + "week": "2", + "weekday": "Tuesday", + "close": "6263.1548" +}, +{ + "date": "2017-01-11", + "month": "01", + "week": "2", + "weekday": "Wednesday", + "close": "5383.0598" +}, +{ + "date": "2017-01-12", + "month": "01", + "week": "2", + "weekday": "Thursday", + "close": "5566.7345" +}, +{ + "date": "2017-01-13", + "month": "01", + "week": "2", + "weekday": "Friday", + "close": "5700.0716" +}, +{ + "date": "2017-01-14", + "month": "01", + "week": "2", + "weekday": "Saturday", + "close": "5648.6897" +}, +{ + "date": "2017-01-15", + "month": "01", + "week": "2", + "weekday": "Sunday", + "close": "5674.7977" +}, +{ + "date": "2017-01-16", + "month": "01", + "week": "3", + "weekday": "Monday", + "close": "5730.0658" +}, +{ + "date": "2017-01-17", + "month": "01", + "week": "3", + "weekday": "Tuesday", + "close": "6202.9704" +}, +{ + "date": "2017-01-18", + "month": "01", + "week": "3", + "weekday": "Wednesday", + "close": "6047.6601" +}, +{ + "date": "2017-01-19", + "month": "01", + "week": "3", + "weekday": "Thursday", + "close": "6170.8433" +}, +{ + "date": "2017-01-20", + "month": "01", + "week": "3", + "weekday": "Friday", + "close": "6131.2511" +}, +{ + "date": "2017-01-21", + "month": "01", + "week": "3", + "weekday": "Saturday", + "close": "6326.3657" +}, +{ + "date": "2017-01-22", + "month": "01", + "week": "3", + "weekday": "Sunday", + "close": "6362.9482" +}, +{ + "date": "2017-01-23", + "month": "01", + "week": "4", + "weekday": "Monday", + "close": "6255.5602" +}, +{ + "date": "2017-01-24", + "month": "01", + "week": "4", + "weekday": "Tuesday", + "close": "6074.8333" +}, +{ + "date": "2017-01-25", + "month": "01", + "week": "4", + "weekday": "Wednesday", + "close": "6154.6958" +}, +{ + "date": "2017-01-26", + "month": "01", + "week": "4", + "weekday": "Thursday", + "close": "6295.3388" +}, +{ + "date": "2017-01-27", + "month": "01", + "week": "4", + "weekday": "Friday", + "close": "6320.7206" +}, +{ + "date": "2017-01-28", + "month": "01", + "week": "4", + "weekday": "Saturday", + "close": "6332.5389" +}, +{ + "date": "2017-01-29", + "month": "01", + "week": "4", + "weekday": "Sunday", + "close": "6289.1698" +}, +{ + "date": "2017-01-30", + "month": "01", + "week": "5", + "weekday": "Monday", + "close": "6332.8246" +}, +{ + "date": "2017-01-31", + "month": "01", + "week": "5", + "weekday": "Tuesday", + "close": "6657.8667" +}, +{ + "date": "2017-02-01", + "month": "02", + "week": "5", + "weekday": "Wednesday", + "close": "6793.7077" +}, +{ + "date": "2017-02-02", + "month": "02", + "week": "5", + "weekday": "Thursday", + "close": "6934.3856" +}, +{ + "date": "2017-02-03", + "month": "02", + "week": "5", + "weekday": "Friday", + "close": "6995.2901" +}, +{ + "date": "2017-02-04", + "month": "02", + "week": "5", + "weekday": "Saturday", + "close": "7102.0714" +}, +{ + "date": "2017-02-05", + "month": "02", + "week": "5", + "weekday": "Sunday", + "close": "6965.9773" +}, +{ + "date": "2017-02-06", + "month": "02", + "week": "6", + "weekday": "Monday", + "close": "7034.2211" +}, +{ + "date": "2017-02-07", + "month": "02", + "week": "6", + "weekday": "Tuesday", + "close": "7245.8877" +}, +{ + "date": "2017-02-08", + "month": "02", + "week": "6", + "weekday": "Wednesday", + "close": "7246.6303" +}, +{ + "date": "2017-02-09", + "month": "02", + "week": "6", + "weekday": "Thursday", + "close": "6811.6794" +}, +{ + "date": "2017-02-10", + "month": "02", + "week": "6", + "weekday": "Friday", + "close": "6833.4884" +}, +{ + "date": "2017-02-11", + "month": "02", + "week": "6", + "weekday": "Saturday", + "close": "6946.09" +}, +{ + "date": "2017-02-12", + "month": "02", + "week": "6", + "weekday": "Sunday", + "close": "6883.9424" +}, +{ + "date": "2017-02-13", + "month": "02", + "week": "7", + "weekday": "Monday", + "close": "6858.5789" +}, +{ + "date": "2017-02-14", + "month": "02", + "week": "7", + "weekday": "Tuesday", + "close": "6930.882" +}, +{ + "date": "2017-02-15", + "month": "02", + "week": "7", + "weekday": "Wednesday", + "close": "6935.3788" +}, +{ + "date": "2017-02-16", + "month": "02", + "week": "7", + "weekday": "Thursday", + "close": "7088.8535" +}, +{ + "date": "2017-02-17", + "month": "02", + "week": "7", + "weekday": "Friday", + "close": "7229.5808" +}, +{ + "date": "2017-02-18", + "month": "02", + "week": "7", + "weekday": "Saturday", + "close": "7267.5468" +}, +{ + "date": "2017-02-19", + "month": "02", + "week": "7", + "weekday": "Sunday", + "close": "7220.5385" +}, +{ + "date": "2017-02-20", + "month": "02", + "week": "8", + "weekday": "Monday", + "close": "7450.2901" +}, +{ + "date": "2017-02-21", + "month": "02", + "week": "8", + "weekday": "Tuesday", + "close": "7732.4979" +}, +{ + "date": "2017-02-22", + "month": "02", + "week": "8", + "weekday": "Wednesday", + "close": "7716.2218" +}, +{ + "date": "2017-02-23", + "month": "02", + "week": "8", + "weekday": "Thursday", + "close": "8092.0221" +}, +{ + "date": "2017-02-24", + "month": "02", + "week": "8", + "weekday": "Friday", + "close": "8109.1867" +}, +{ + "date": "2017-02-25", + "month": "02", + "week": "8", + "weekday": "Saturday", + "close": "7908.54" +}, +{ + "date": "2017-02-26", + "month": "02", + "week": "8", + "weekday": "Sunday", + "close": "8137.4131" +}, +{ + "date": "2017-02-27", + "month": "02", + "week": "9", + "weekday": "Monday", + "close": "8206.1829" +}, +{ + "date": "2017-02-28", + "month": "02", + "week": "9", + "weekday": "Tuesday", + "close": "8176.3692" +}, +{ + "date": "2017-03-01", + "month": "03", + "week": "9", + "weekday": "Wednesday", + "close": "8464.3549" +}, +{ + "date": "2017-03-02", + "month": "03", + "week": "9", + "weekday": "Thursday", + "close": "8688.7751" +}, +{ + "date": "2017-03-03", + "month": "03", + "week": "9", + "weekday": "Friday", + "close": "8900.4858" +}, +{ + "date": "2017-03-04", + "month": "03", + "week": "9", + "weekday": "Saturday", + "close": "8741.0338" +}, +{ + "date": "2017-03-05", + "month": "03", + "week": "9", + "weekday": "Sunday", + "close": "8816.6651" +}, +{ + "date": "2017-03-06", + "month": "03", + "week": "10", + "weekday": "Monday", + "close": "8832.9615" +}, +{ + "date": "2017-03-07", + "month": "03", + "week": "10", + "weekday": "Tuesday", + "close": "8504.1113" +}, +{ + "date": "2017-03-08", + "month": "03", + "week": "10", + "weekday": "Wednesday", + "close": "7953.9243" +}, +{ + "date": "2017-03-09", + "month": "03", + "week": "10", + "weekday": "Thursday", + "close": "8235.799" +}, +{ + "date": "2017-03-10", + "month": "03", + "week": "10", + "weekday": "Friday", + "close": "7716.1296" +}, +{ + "date": "2017-03-11", + "month": "03", + "week": "10", + "weekday": "Saturday", + "close": "8161.7404" +}, +{ + "date": "2017-03-12", + "month": "03", + "week": "10", + "weekday": "Sunday", + "close": "8441.5353" +}, +{ + "date": "2017-03-13", + "month": "03", + "week": "11", + "weekday": "Monday", + "close": "8595.5263" +}, +{ + "date": "2017-03-14", + "month": "03", + "week": "11", + "weekday": "Tuesday", + "close": "8616.949" +}, +{ + "date": "2017-03-15", + "month": "03", + "week": "11", + "weekday": "Wednesday", + "close": "8711.306" +}, +{ + "date": "2017-03-16", + "month": "03", + "week": "11", + "weekday": "Thursday", + "close": "8091.7411" +}, +{ + "date": "2017-03-17", + "month": "03", + "week": "11", + "weekday": "Friday", + "close": "7379.6562" +}, +{ + "date": "2017-03-18", + "month": "03", + "week": "11", + "weekday": "Saturday", + "close": "6694.36" +}, +{ + "date": "2017-03-19", + "month": "03", + "week": "11", + "weekday": "Sunday", + "close": "7028.0107" +}, +{ + "date": "2017-03-20", + "month": "03", + "week": "12", + "weekday": "Monday", + "close": "7196.3568" +}, +{ + "date": "2017-03-21", + "month": "03", + "week": "12", + "weekday": "Tuesday", + "close": "7680.723" +}, +{ + "date": "2017-03-22", + "month": "03", + "week": "12", + "weekday": "Wednesday", + "close": "7139.7016" +}, +{ + "date": "2017-03-23", + "month": "03", + "week": "12", + "weekday": "Thursday", + "close": "7092.2246" +}, +{ + "date": "2017-03-24", + "month": "03", + "week": "12", + "weekday": "Friday", + "close": "6437.3431" +}, +{ + "date": "2017-03-25", + "month": "03", + "week": "12", + "weekday": "Saturday", + "close": "6640.554" +}, +{ + "date": "2017-03-26", + "month": "03", + "week": "12", + "weekday": "Sunday", + "close": "6623.5896" +}, +{ + "date": "2017-03-27", + "month": "03", + "week": "13", + "weekday": "Monday", + "close": "7151.8202" +}, +{ + "date": "2017-03-28", + "month": "03", + "week": "13", + "weekday": "Tuesday", + "close": "7184.6725" +}, +{ + "date": "2017-03-29", + "month": "03", + "week": "13", + "weekday": "Wednesday", + "close": "7168.8792" +}, +{ + "date": "2017-03-30", + "month": "03", + "week": "13", + "weekday": "Thursday", + "close": "7146.3119" +}, +{ + "date": "2017-03-31", + "month": "03", + "week": "13", + "weekday": "Friday", + "close": "7439.1397" +}, +{ + "date": "2017-04-01", + "month": "04", + "week": "13", + "weekday": "Saturday", + "close": "7506.4038" +}, +{ + "date": "2017-04-02", + "month": "04", + "week": "13", + "weekday": "Sunday", + "close": "7566.0156" +}, +{ + "date": "2017-04-03", + "month": "04", + "week": "14", + "weekday": "Monday", + "close": "7903.6773" +}, +{ + "date": "2017-04-04", + "month": "04", + "week": "14", + "weekday": "Tuesday", + "close": "7874.9773" +}, +{ + "date": "2017-04-05", + "month": "04", + "week": "14", + "weekday": "Wednesday", + "close": "7827.8202" +}, +{ + "date": "2017-04-06", + "month": "04", + "week": "14", + "weekday": "Thursday", + "close": "8212.9762" +}, +{ + "date": "2017-04-07", + "month": "04", + "week": "14", + "weekday": "Friday", + "close": "8236.9016" +}, +{ + "date": "2017-04-08", + "month": "04", + "week": "14", + "weekday": "Saturday", + "close": "8180.3212" +}, +{ + "date": "2017-04-09", + "month": "04", + "week": "14", + "weekday": "Sunday", + "close": "8354.8293" +}, +{ + "date": "2017-04-10", + "month": "04", + "week": "15", + "weekday": "Monday", + "close": "8375.1346" +}, +{ + "date": "2017-04-11", + "month": "04", + "week": "15", + "weekday": "Tuesday", + "close": "8442.2186" +}, +{ + "date": "2017-04-12", + "month": "04", + "week": "15", + "weekday": "Wednesday", + "close": "8382.4873" +}, +{ + "date": "2017-04-13", + "month": "04", + "week": "15", + "weekday": "Thursday", + "close": "8117.4785" +}, +{ + "date": "2017-04-14", + "month": "04", + "week": "15", + "weekday": "Friday", + "close": "8151.1798" +}, +{ + "date": "2017-04-15", + "month": "04", + "week": "15", + "weekday": "Saturday", + "close": "8129.5847" +}, +{ + "date": "2017-04-16", + "month": "04", + "week": "15", + "weekday": "Sunday", + "close": "8167.0471" +}, +{ + "date": "2017-04-17", + "month": "04", + "week": "16", + "weekday": "Monday", + "close": "8267.104" +}, +{ + "date": "2017-04-18", + "month": "04", + "week": "16", + "weekday": "Tuesday", + "close": "8379.7232" +}, +{ + "date": "2017-04-19", + "month": "04", + "week": "16", + "weekday": "Wednesday", + "close": "8436.3248" +}, +{ + "date": "2017-04-20", + "month": "04", + "week": "16", + "weekday": "Thursday", + "close": "8639.4949" +}, +{ + "date": "2017-04-21", + "month": "04", + "week": "16", + "weekday": "Friday", + "close": "8654.9971" +}, +{ + "date": "2017-04-22", + "month": "04", + "week": "16", + "weekday": "Saturday", + "close": "8567.1483" +}, +{ + "date": "2017-04-23", + "month": "04", + "week": "16", + "weekday": "Sunday", + "close": "8458.4188" +}, +{ + "date": "2017-04-24", + "month": "04", + "week": "17", + "weekday": "Monday", + "close": "8594.2345" +}, +{ + "date": "2017-04-25", + "month": "04", + "week": "17", + "weekday": "Tuesday", + "close": "8700.0125" +}, +{ + "date": "2017-04-26", + "month": "04", + "week": "17", + "weekday": "Wednesday", + "close": "8857.1946" +}, +{ + "date": "2017-04-27", + "month": "04", + "week": "17", + "weekday": "Thursday", + "close": "9167.2508" +}, +{ + "date": "2017-04-28", + "month": "04", + "week": "17", + "weekday": "Friday", + "close": "9101.0934" +}, +{ + "date": "2017-04-29", + "month": "04", + "week": "17", + "weekday": "Saturday", + "close": "9149.9325" +}, +{ + "date": "2017-04-30", + "month": "04", + "week": "17", + "weekday": "Sunday", + "close": "9325.1119" +}, +{ + "date": "2017-05-01", + "month": "05", + "week": "18", + "weekday": "Monday", + "close": "9665.7551" +}, +{ + "date": "2017-05-02", + "month": "05", + "week": "18", + "weekday": "Tuesday", + "close": "9944.3653" +}, +{ + "date": "2017-05-03", + "month": "05", + "week": "18", + "weekday": "Wednesday", + "close": "10292.3296" +}, +{ + "date": "2017-05-04", + "month": "05", + "week": "18", + "weekday": "Thursday", + "close": "10452.0037" +}, +{ + "date": "2017-05-05", + "month": "05", + "week": "18", + "weekday": "Friday", + "close": "10439.0799" +}, +{ + "date": "2017-05-06", + "month": "05", + "week": "18", + "weekday": "Saturday", + "close": "10688.1301" +}, +{ + "date": "2017-05-07", + "month": "05", + "week": "18", + "weekday": "Sunday", + "close": "10660.1939" +}, +{ + "date": "2017-05-08", + "month": "05", + "week": "19", + "weekday": "Monday", + "close": "11317.8009" +}, +{ + "date": "2017-05-09", + "month": "05", + "week": "19", + "weekday": "Tuesday", + "close": "11794.8949" +}, +{ + "date": "2017-05-10", + "month": "05", + "week": "19", + "weekday": "Wednesday", + "close": "12126.2961" +}, +{ + "date": "2017-05-11", + "month": "05", + "week": "19", + "weekday": "Thursday", + "close": "12478.0838" +}, +{ + "date": "2017-05-12", + "month": "05", + "week": "19", + "weekday": "Friday", + "close": "11569.4125" +}, +{ + "date": "2017-05-13", + "month": "05", + "week": "19", + "weekday": "Saturday", + "close": "12141.797" +}, +{ + "date": "2017-05-14", + "month": "05", + "week": "19", + "weekday": "Sunday", + "close": "12229.3176" +}, +{ + "date": "2017-05-15", + "month": "05", + "week": "20", + "weekday": "Monday", + "close": "11701.2204" +}, +{ + "date": "2017-05-16", + "month": "05", + "week": "20", + "weekday": "Tuesday", + "close": "11835.218" +}, +{ + "date": "2017-05-17", + "month": "05", + "week": "20", + "weekday": "Wednesday", + "close": "12403.3024" +}, +{ + "date": "2017-05-18", + "month": "05", + "week": "20", + "weekday": "Thursday", + "close": "13002.0625" +}, +{ + "date": "2017-05-19", + "month": "05", + "week": "20", + "weekday": "Friday", + "close": "13549.3033" +}, +{ + "date": "2017-05-20", + "month": "05", + "week": "20", + "weekday": "Saturday", + "close": "14127.3239" +}, +{ + "date": "2017-05-21", + "month": "05", + "week": "20", + "weekday": "Sunday", + "close": "14091.8068" +}, +{ + "date": "2017-05-22", + "month": "05", + "week": "21", + "weekday": "Monday", + "close": "14731.8028" +}, +{ + "date": "2017-05-23", + "month": "05", + "week": "21", + "weekday": "Tuesday", + "close": "15784.8432" +}, +{ + "date": "2017-05-24", + "month": "05", + "week": "21", + "weekday": "Wednesday", + "close": "17061.8818" +}, +{ + "date": "2017-05-25", + "month": "05", + "week": "21", + "weekday": "Thursday", + "close": "16190.3931" +}, +{ + "date": "2017-05-26", + "month": "05", + "week": "21", + "weekday": "Friday", + "close": "15402.2219" +}, +{ + "date": "2017-05-27", + "month": "05", + "week": "21", + "weekday": "Saturday", + "close": "14440.0015" +}, +{ + "date": "2017-05-28", + "month": "05", + "week": "21", + "weekday": "Sunday", + "close": "15139.4071" +}, +{ + "date": "2017-05-29", + "month": "05", + "week": "22", + "weekday": "Monday", + "close": "15700.3794" +}, +{ + "date": "2017-05-30", + "month": "05", + "week": "22", + "weekday": "Tuesday", + "close": "15064.5355" +}, +{ + "date": "2017-05-31", + "month": "05", + "week": "22", + "weekday": "Wednesday", + "close": "15869.5798" +}, +{ + "date": "2017-06-01", + "month": "06", + "week": "22", + "weekday": "Thursday", + "close": "16693.6332" +}, +{ + "date": "2017-06-02", + "month": "06", + "week": "22", + "weekday": "Friday", + "close": "17149.9736" +}, +{ + "date": "2017-06-03", + "month": "06", + "week": "22", + "weekday": "Saturday", + "close": "17410.0077" +}, +{ + "date": "2017-06-04", + "month": "06", + "week": "22", + "weekday": "Sunday", + "close": "17399.0513" +}, +{ + "date": "2017-06-05", + "month": "06", + "week": "23", + "weekday": "Monday", + "close": "18621.161" +}, +{ + "date": "2017-06-06", + "month": "06", + "week": "23", + "weekday": "Tuesday", + "close": "19797.8391" +}, +{ + "date": "2017-06-07", + "month": "06", + "week": "23", + "weekday": "Wednesday", + "close": "18205.3747" +}, +{ + "date": "2017-06-08", + "month": "06", + "week": "23", + "weekday": "Thursday", + "close": "19209.0831" +}, +{ + "date": "2017-06-09", + "month": "06", + "week": "23", + "weekday": "Friday", + "close": "19218.5925" +}, +{ + "date": "2017-06-10", + "month": "06", + "week": "23", + "weekday": "Saturday", + "close": "20004.1207" +}, +{ + "date": "2017-06-11", + "month": "06", + "week": "23", + "weekday": "Sunday", + "close": "20472.3611" +}, +{ + "date": "2017-06-12", + "month": "06", + "week": "24", + "weekday": "Monday", + "close": "18234.4754" +}, +{ + "date": "2017-06-13", + "month": "06", + "week": "24", + "weekday": "Tuesday", + "close": "18615.1877" +}, +{ + "date": "2017-06-14", + "month": "06", + "week": "24", + "weekday": "Wednesday", + "close": "16946.0339" +}, +{ + "date": "2017-06-15", + "month": "06", + "week": "24", + "weekday": "Thursday", + "close": "16724.4891" +}, +{ + "date": "2017-06-16", + "month": "06", + "week": "24", + "weekday": "Friday", + "close": "17217.0095" +}, +{ + "date": "2017-06-17", + "month": "06", + "week": "24", + "weekday": "Saturday", + "close": "18142.6219" +}, +{ + "date": "2017-06-18", + "month": "06", + "week": "24", + "weekday": "Sunday", + "close": "17535.8535" +}, +{ + "date": "2017-06-19", + "month": "06", + "week": "25", + "weekday": "Monday", + "close": "18015.1039" +}, +{ + "date": "2017-06-20", + "month": "06", + "week": "25", + "weekday": "Tuesday", + "close": "18975.7796" +}, +{ + "date": "2017-06-21", + "month": "06", + "week": "25", + "weekday": "Wednesday", + "close": "18522.6802" +}, +{ + "date": "2017-06-22", + "month": "06", + "week": "25", + "weekday": "Thursday", + "close": "18733.2802" +}, +{ + "date": "2017-06-23", + "month": "06", + "week": "25", + "weekday": "Friday", + "close": "18720.4229" +}, +{ + "date": "2017-06-24", + "month": "06", + "week": "25", + "weekday": "Saturday", + "close": "17906.1295" +}, +{ + "date": "2017-06-25", + "month": "06", + "week": "25", + "weekday": "Sunday", + "close": "17734.3884" +}, +{ + "date": "2017-06-26", + "month": "06", + "week": "26", + "weekday": "Monday", + "close": "17001.592" +}, +{ + "date": "2017-06-27", + "month": "06", + "week": "26", + "weekday": "Tuesday", + "close": "17666.3417" +}, +{ + "date": "2017-06-28", + "month": "06", + "week": "26", + "weekday": "Wednesday", + "close": "17575.261" +}, +{ + "date": "2017-06-29", + "month": "06", + "week": "26", + "weekday": "Thursday", + "close": "17385.3171" +}, +{ + "date": "2017-06-30", + "month": "06", + "week": "26", + "weekday": "Friday", + "close": "16943.0147" +}, +{ + "date": "2017-07-01", + "month": "07", + "week": "26", + "weekday": "Saturday", + "close": "16674.129" +}, +{ + "date": "2017-07-02", + "month": "07", + "week": "26", + "weekday": "Sunday", + "close": "17150.7103" +}, +{ + "date": "2017-07-03", + "month": "07", + "week": "27", + "weekday": "Monday", + "close": "17549.3179" +}, +{ + "date": "2017-07-04", + "month": "07", + "week": "27", + "weekday": "Tuesday", + "close": "17851.5456" +}, +{ + "date": "2017-07-05", + "month": "07", + "week": "27", + "weekday": "Wednesday", + "close": "17812.6481" +}, +{ + "date": "2017-07-06", + "month": "07", + "week": "27", + "weekday": "Thursday", + "close": "17813.1077" +}, +{ + "date": "2017-07-07", + "month": "07", + "week": "27", + "weekday": "Friday", + "close": "17156.6351" +}, +{ + "date": "2017-07-08", + "month": "07", + "week": "27", + "weekday": "Saturday", + "close": "17557.352" +}, +{ + "date": "2017-07-09", + "month": "07", + "week": "27", + "weekday": "Sunday", + "close": "17189.5013" +}, +{ + "date": "2017-07-10", + "month": "07", + "week": "28", + "weekday": "Monday", + "close": "16137.2933" +}, +{ + "date": "2017-07-11", + "month": "07", + "week": "28", + "weekday": "Tuesday", + "close": "15865.7291" +}, +{ + "date": "2017-07-12", + "month": "07", + "week": "28", + "weekday": "Wednesday", + "close": "16446.9487" +}, +{ + "date": "2017-07-13", + "month": "07", + "week": "28", + "weekday": "Thursday", + "close": "16036.6222" +}, +{ + "date": "2017-07-14", + "month": "07", + "week": "28", + "weekday": "Friday", + "close": "15132.8235" +}, +{ + "date": "2017-07-15", + "month": "07", + "week": "28", + "weekday": "Saturday", + "close": "13510.2081" +}, +{ + "date": "2017-07-16", + "month": "07", + "week": "28", + "weekday": "Sunday", + "close": "13075.9378" +}, +{ + "date": "2017-07-17", + "month": "07", + "week": "29", + "weekday": "Monday", + "close": "15192.6798" +}, +{ + "date": "2017-07-18", + "month": "07", + "week": "29", + "weekday": "Tuesday", + "close": "15706.0407" +}, +{ + "date": "2017-07-19", + "month": "07", + "week": "29", + "weekday": "Wednesday", + "close": "15491.8987" +}, +{ + "date": "2017-07-20", + "month": "07", + "week": "29", + "weekday": "Thursday", + "close": "19449.5488" +}, +{ + "date": "2017-07-21", + "month": "07", + "week": "29", + "weekday": "Friday", + "close": "18231.0571" +}, +{ + "date": "2017-07-22", + "month": "07", + "week": "29", + "weekday": "Saturday", + "close": "19210.2278" +}, +{ + "date": "2017-07-23", + "month": "07", + "week": "29", + "weekday": "Sunday", + "close": "18585.2759" +}, +{ + "date": "2017-07-24", + "month": "07", + "week": "30", + "weekday": "Monday", + "close": "18762.6589" +}, +{ + "date": "2017-07-25", + "month": "07", + "week": "30", + "weekday": "Tuesday", + "close": "17489.6893" +}, +{ + "date": "2017-07-26", + "month": "07", + "week": "30", + "weekday": "Wednesday", + "close": "17219.7355" +}, +{ + "date": "2017-07-27", + "month": "07", + "week": "30", + "weekday": "Thursday", + "close": "18188.4669" +}, +{ + "date": "2017-07-28", + "month": "07", + "week": "30", + "weekday": "Friday", + "close": "18898.2088" +}, +{ + "date": "2017-07-29", + "month": "07", + "week": "30", + "weekday": "Saturday", + "close": "18326.2673" +}, +{ + "date": "2017-07-30", + "month": "07", + "week": "30", + "weekday": "Sunday", + "close": "18499.4572" +}, +{ + "date": "2017-07-31", + "month": "07", + "week": "31", + "weekday": "Monday", + "close": "19334.0151" +}, +{ + "date": "2017-08-01", + "month": "08", + "week": "31", + "weekday": "Tuesday", + "close": "18376.5093" +}, +{ + "date": "2017-08-02", + "month": "08", + "week": "31", + "weekday": "Wednesday", + "close": "18305.9985" +}, +{ + "date": "2017-08-03", + "month": "08", + "week": "31", + "weekday": "Thursday", + "close": "18901.8131" +}, +{ + "date": "2017-08-04", + "month": "08", + "week": "31", + "weekday": "Friday", + "close": "19412.7978" +}, +{ + "date": "2017-08-05", + "month": "08", + "week": "31", + "weekday": "Saturday", + "close": "22227.2745" +}, +{ + "date": "2017-08-06", + "month": "08", + "week": "31", + "weekday": "Sunday", + "close": "22027.9885" +}, +{ + "date": "2017-08-07", + "month": "08", + "week": "32", + "weekday": "Monday", + "close": "23063.1732" +}, +{ + "date": "2017-08-08", + "month": "08", + "week": "32", + "weekday": "Tuesday", + "close": "23332.6502" +}, +{ + "date": "2017-08-09", + "month": "08", + "week": "32", + "weekday": "Wednesday", + "close": "22541.6557" +}, +{ + "date": "2017-08-10", + "month": "08", + "week": "32", + "weekday": "Thursday", + "close": "22904.393" +}, +{ + "date": "2017-08-11", + "month": "08", + "week": "32", + "weekday": "Friday", + "close": "24526.2402" +}, +{ + "date": "2017-08-12", + "month": "08", + "week": "32", + "weekday": "Saturday", + "close": "26109.954" +}, +{ + "date": "2017-08-13", + "month": "08", + "week": "32", + "weekday": "Sunday", + "close": "27390.8412" +}, +{ + "date": "2017-08-14", + "month": "08", + "week": "33", + "weekday": "Monday", + "close": "29237.7752" +}, +{ + "date": "2017-08-15", + "month": "08", + "week": "33", + "weekday": "Tuesday", + "close": "28073.6691" +}, +{ + "date": "2017-08-16", + "month": "08", + "week": "33", + "weekday": "Wednesday", + "close": "29612.7553" +}, +{ + "date": "2017-08-17", + "month": "08", + "week": "33", + "weekday": "Thursday", + "close": "28816.4854" +}, +{ + "date": "2017-08-18", + "month": "08", + "week": "33", + "weekday": "Friday", + "close": "27752.9395" +}, +{ + "date": "2017-08-19", + "month": "08", + "week": "33", + "weekday": "Saturday", + "close": "28062.8866" +}, +{ + "date": "2017-08-20", + "month": "08", + "week": "33", + "weekday": "Sunday", + "close": "27416.633" +}, +{ + "date": "2017-08-21", + "month": "08", + "week": "34", + "weekday": "Monday", + "close": "26919.0691" +}, +{ + "date": "2017-08-22", + "month": "08", + "week": "34", + "weekday": "Tuesday", + "close": "27565.3902" +}, +{ + "date": "2017-08-23", + "month": "08", + "week": "34", + "weekday": "Wednesday", + "close": "27907.3345" +}, +{ + "date": "2017-08-24", + "month": "08", + "week": "34", + "weekday": "Thursday", + "close": "29063.2438" +}, +{ + "date": "2017-08-25", + "month": "08", + "week": "34", + "weekday": "Friday", + "close": "29305.655" +}, +{ + "date": "2017-08-26", + "month": "08", + "week": "34", + "weekday": "Saturday", + "close": "29168.7202" +}, +{ + "date": "2017-08-27", + "month": "08", + "week": "34", + "weekday": "Sunday", + "close": "28945.352" +}, +{ + "date": "2017-08-28", + "month": "08", + "week": "35", + "weekday": "Monday", + "close": "29340.152" +}, +{ + "date": "2017-08-29", + "month": "08", + "week": "35", + "weekday": "Tuesday", + "close": "30656.5006" +}, +{ + "date": "2017-08-30", + "month": "08", + "week": "35", + "weekday": "Wednesday", + "close": "30532.943" +}, +{ + "date": "2017-08-31", + "month": "08", + "week": "35", + "weekday": "Thursday", + "close": "31391.9005" +}, +{ + "date": "2017-09-01", + "month": "09", + "week": "35", + "weekday": "Friday", + "close": "32482.9375" +}, +{ + "date": "2017-09-02", + "month": "09", + "week": "35", + "weekday": "Saturday", + "close": "30470.2819" +}, +{ + "date": "2017-09-03", + "month": "09", + "week": "35", + "weekday": "Sunday", + "close": "30336.7" +}, +{ + "date": "2017-09-04", + "month": "09", + "week": "36", + "weekday": "Monday", + "close": "28208.2898" +}, +{ + "date": "2017-09-05", + "month": "09", + "week": "36", + "weekday": "Tuesday", + "close": "28918.0205" +}, +{ + "date": "2017-09-06", + "month": "09", + "week": "36", + "weekday": "Wednesday", + "close": "30181.6445" +}, +{ + "date": "2017-09-07", + "month": "09", + "week": "36", + "weekday": "Thursday", + "close": "30089.0416" +}, +{ + "date": "2017-09-08", + "month": "09", + "week": "36", + "weekday": "Friday", + "close": "27976.5645" +}, +{ + "date": "2017-09-09", + "month": "09", + "week": "36", + "weekday": "Saturday", + "close": "27818.6782" +}, +{ + "date": "2017-09-10", + "month": "09", + "week": "36", + "weekday": "Sunday", + "close": "27359.9317" +}, +{ + "date": "2017-09-11", + "month": "09", + "week": "37", + "weekday": "Monday", + "close": "27351.0555" +}, +{ + "date": "2017-09-12", + "month": "09", + "week": "37", + "weekday": "Tuesday", + "close": "27111.147" +}, +{ + "date": "2017-09-13", + "month": "09", + "week": "37", + "weekday": "Wednesday", + "close": "25354.506" +}, +{ + "date": "2017-09-14", + "month": "09", + "week": "37", + "weekday": "Thursday", + "close": "21152.8443" +}, +{ + "date": "2017-09-15", + "month": "09", + "week": "37", + "weekday": "Friday", + "close": "24164.8636" +}, +{ + "date": "2017-09-16", + "month": "09", + "week": "37", + "weekday": "Saturday", + "close": "24111.3645" +}, +{ + "date": "2017-09-17", + "month": "09", + "week": "37", + "weekday": "Sunday", + "close": "24057.8213" +}, +{ + "date": "2017-09-18", + "month": "09", + "week": "38", + "weekday": "Monday", + "close": "26737.3742" +}, +{ + "date": "2017-09-19", + "month": "09", + "week": "38", + "weekday": "Tuesday", + "close": "25652.4813" +}, +{ + "date": "2017-09-20", + "month": "09", + "week": "38", + "weekday": "Wednesday", + "close": "25361.3238" +}, +{ + "date": "2017-09-21", + "month": "09", + "week": "38", + "weekday": "Thursday", + "close": "23804.5608" +}, +{ + "date": "2017-09-22", + "month": "09", + "week": "38", + "weekday": "Friday", + "close": "23761.1198" +}, +{ + "date": "2017-09-23", + "month": "09", + "week": "38", + "weekday": "Saturday", + "close": "24908.4204" +}, +{ + "date": "2017-09-24", + "month": "09", + "week": "38", + "weekday": "Sunday", + "close": "24216.5269" +}, +{ + "date": "2017-09-25", + "month": "09", + "week": "39", + "weekday": "Monday", + "close": "26007.1112" +}, +{ + "date": "2017-09-26", + "month": "09", + "week": "39", + "weekday": "Tuesday", + "close": "25869.3194" +}, +{ + "date": "2017-09-27", + "month": "09", + "week": "39", + "weekday": "Wednesday", + "close": "27955.6252" +}, +{ + "date": "2017-09-28", + "month": "09", + "week": "39", + "weekday": "Thursday", + "close": "27882.4195" +}, +{ + "date": "2017-09-29", + "month": "09", + "week": "39", + "weekday": "Friday", + "close": "27711.6948" +}, +{ + "date": "2017-09-30", + "month": "09", + "week": "39", + "weekday": "Saturday", + "close": "28969.0962" +}, +{ + "date": "2017-10-01", + "month": "10", + "week": "39", + "weekday": "Sunday", + "close": "29264.4926" +}, +{ + "date": "2017-10-02", + "month": "10", + "week": "40", + "weekday": "Monday", + "close": "29295.7562" +}, +{ + "date": "2017-10-03", + "month": "10", + "week": "40", + "weekday": "Tuesday", + "close": "28743.0928" +}, +{ + "date": "2017-10-04", + "month": "10", + "week": "40", + "weekday": "Wednesday", + "close": "28120.5656" +}, +{ + "date": "2017-10-05", + "month": "10", + "week": "40", + "weekday": "Thursday", + "close": "28764.0436" +}, +{ + "date": "2017-10-06", + "month": "10", + "week": "40", + "weekday": "Friday", + "close": "29084.1981" +}, +{ + "date": "2017-10-07", + "month": "10", + "week": "40", + "weekday": "Saturday", + "close": "29521.3602" +}, +{ + "date": "2017-10-08", + "month": "10", + "week": "40", + "weekday": "Sunday", + "close": "30583.2886" +}, +{ + "date": "2017-10-09", + "month": "10", + "week": "41", + "weekday": "Monday", + "close": "31622.869" +}, +{ + "date": "2017-10-10", + "month": "10", + "week": "41", + "weekday": "Tuesday", + "close": "31243.3645" +}, +{ + "date": "2017-10-11", + "month": "10", + "week": "41", + "weekday": "Wednesday", + "close": "31830.4848" +}, +{ + "date": "2017-10-12", + "month": "10", + "week": "41", + "weekday": "Thursday", + "close": "35833.2539" +}, +{ + "date": "2017-10-13", + "month": "10", + "week": "41", + "weekday": "Friday", + "close": "37106.6814" +}, +{ + "date": "2017-10-14", + "month": "10", + "week": "41", + "weekday": "Saturday", + "close": "38222.2666" +}, +{ + "date": "2017-10-15", + "month": "10", + "week": "41", + "weekday": "Sunday", + "close": "37517.0856" +}, +{ + "date": "2017-10-16", + "month": "10", + "week": "42", + "weekday": "Monday", + "close": "37917.9925" +}, +{ + "date": "2017-10-17", + "month": "10", + "week": "42", + "weekday": "Tuesday", + "close": "37060.3182" +}, +{ + "date": "2017-10-18", + "month": "10", + "week": "42", + "weekday": "Wednesday", + "close": "36928.632" +}, +{ + "date": "2017-10-19", + "month": "10", + "week": "42", + "weekday": "Thursday", + "close": "37704.4579" +}, +{ + "date": "2017-10-20", + "month": "10", + "week": "42", + "weekday": "Friday", + "close": "39634.3994" +}, +{ + "date": "2017-10-21", + "month": "10", + "week": "42", + "weekday": "Saturday", + "close": "39827.4189" +}, +{ + "date": "2017-10-22", + "month": "10", + "week": "42", + "weekday": "Sunday", + "close": "39673.3776" +}, +{ + "date": "2017-10-23", + "month": "10", + "week": "43", + "weekday": "Monday", + "close": "39144.7834" +}, +{ + "date": "2017-10-24", + "month": "10", + "week": "43", + "weekday": "Tuesday", + "close": "36611.829" +}, +{ + "date": "2017-10-25", + "month": "10", + "week": "43", + "weekday": "Wednesday", + "close": "38067.9613" +}, +{ + "date": "2017-10-26", + "month": "10", + "week": "43", + "weekday": "Thursday", + "close": "39108.6475" +}, +{ + "date": "2017-10-27", + "month": "10", + "week": "43", + "weekday": "Friday", + "close": "38353.9173" +}, +{ + "date": "2017-10-28", + "month": "10", + "week": "43", + "weekday": "Saturday", + "close": "38122.1385" +}, +{ + "date": "2017-10-29", + "month": "10", + "week": "43", + "weekday": "Sunday", + "close": "40925.4142" +}, +{ + "date": "2017-10-30", + "month": "10", + "week": "44", + "weekday": "Monday", + "close": "40682.7268" +}, +{ + "date": "2017-10-31", + "month": "10", + "week": "44", + "weekday": "Tuesday", + "close": "42779.3067" +}, +{ + "date": "2017-11-01", + "month": "11", + "week": "44", + "weekday": "Wednesday", + "close": "44572.0627" +}, +{ + "date": "2017-11-02", + "month": "11", + "week": "44", + "weekday": "Thursday", + "close": "46462.0654" +}, +{ + "date": "2017-11-03", + "month": "11", + "week": "44", + "weekday": "Friday", + "close": "47518.0205" +}, +{ + "date": "2017-11-04", + "month": "11", + "week": "44", + "weekday": "Saturday", + "close": "49047.8253" +}, +{ + "date": "2017-11-05", + "month": "11", + "week": "44", + "weekday": "Sunday", + "close": "48907.9843" +}, +{ + "date": "2017-11-06", + "month": "11", + "week": "45", + "weekday": "Monday", + "close": "46159.7307" +}, +{ + "date": "2017-11-07", + "month": "11", + "week": "45", + "weekday": "Tuesday", + "close": "47249.3415" +}, +{ + "date": "2017-11-08", + "month": "11", + "week": "45", + "weekday": "Wednesday", + "close": "49427.7048" +}, +{ + "date": "2017-11-09", + "month": "11", + "week": "45", + "weekday": "Thursday", + "close": "47448.9118" +}, +{ + "date": "2017-11-10", + "month": "11", + "week": "45", + "weekday": "Friday", + "close": "43637.0596" +}, +{ + "date": "2017-11-11", + "month": "11", + "week": "45", + "weekday": "Saturday", + "close": "42085.6019" +}, +{ + "date": "2017-11-12", + "month": "11", + "week": "45", + "weekday": "Sunday", + "close": "38904.304" +}, +{ + "date": "2017-11-13", + "month": "11", + "week": "46", + "weekday": "Monday", + "close": "43279.9771" +}, +{ + "date": "2017-11-14", + "month": "11", + "week": "46", + "weekday": "Tuesday", + "close": "43801.9668" +}, +{ + "date": "2017-11-15", + "month": "11", + "week": "46", + "weekday": "Wednesday", + "close": "48232.4671" +}, +{ + "date": "2017-11-16", + "month": "11", + "week": "46", + "weekday": "Thursday", + "close": "52012.2859" +}, +{ + "date": "2017-11-17", + "month": "11", + "week": "46", + "weekday": "Friday", + "close": "50973.7739" +}, +{ + "date": "2017-11-18", + "month": "11", + "week": "46", + "weekday": "Saturday", + "close": "51542.0595" +}, +{ + "date": "2017-11-19", + "month": "11", + "week": "46", + "weekday": "Sunday", + "close": "53279.4604" +}, +{ + "date": "2017-11-20", + "month": "11", + "week": "47", + "weekday": "Monday", + "close": "54656.3545" +}, +{ + "date": "2017-11-21", + "month": "11", + "week": "47", + "weekday": "Tuesday", + "close": "53673.7877" +}, +{ + "date": "2017-11-22", + "month": "11", + "week": "47", + "weekday": "Wednesday", + "close": "54403.2305" +}, +{ + "date": "2017-11-23", + "month": "11", + "week": "47", + "weekday": "Thursday", + "close": "52676.5845" +}, +{ + "date": "2017-11-24", + "month": "11", + "week": "47", + "weekday": "Friday", + "close": "54136.6166" +}, +{ + "date": "2017-11-25", + "month": "11", + "week": "47", + "weekday": "Saturday", + "close": "57851.0594" +}, +{ + "date": "2017-11-26", + "month": "11", + "week": "47", + "weekday": "Sunday", + "close": "60980.0178" +}, +{ + "date": "2017-11-27", + "month": "11", + "week": "48", + "weekday": "Monday", + "close": "64246.5971" +}, +{ + "date": "2017-11-28", + "month": "11", + "week": "48", + "weekday": "Tuesday", + "close": "65458.8612" +}, +{ + "date": "2017-11-29", + "month": "11", + "week": "48", + "weekday": "Wednesday", + "close": "64890.9642" +}, +{ + "date": "2017-11-30", + "month": "11", + "week": "48", + "weekday": "Thursday", + "close": "65583.2597" +}, +{ + "date": "2017-12-01", + "month": "12", + "week": "48", + "weekday": "Friday", + "close": "71825.6883" +}, +{ + "date": "2017-12-02", + "month": "12", + "week": "48", + "weekday": "Saturday", + "close": "72079.2312" +}, +{ + "date": "2017-12-03", + "month": "12", + "week": "48", + "weekday": "Sunday", + "close": "74007.4136" +}, +{ + "date": "2017-12-04", + "month": "12", + "week": "49", + "weekday": "Monday", + "close": "76852.0129" +}, +{ + "date": "2017-12-05", + "month": "12", + "week": "49", + "weekday": "Tuesday", + "close": "77398.8752" +}, +{ + "date": "2017-12-06", + "month": "12", + "week": "49", + "weekday": "Wednesday", + "close": "90679.5487" +}, +{ + "date": "2017-12-07", + "month": "12", + "week": "49", + "weekday": "Thursday", + "close": "111589.9776" +}, +{ + "date": "2017-12-08", + "month": "12", + "week": "49", + "weekday": "Friday", + "close": "106233.201" +}, +{ + "date": "2017-12-09", + "month": "12", + "week": "49", + "weekday": "Saturday", + "close": "98676.7747" +}, +{ + "date": "2017-12-10", + "month": "12", + "week": "49", + "weekday": "Sunday", + "close": "99525.1027" +}, +{ + "date": "2017-12-11", + "month": "12", + "week": "50", + "weekday": "Monday", + "close": "110642.88" +}, +{ + "date": "2017-12-12", + "month": "12", + "week": "50", + "weekday": "Tuesday", + "close": "113732.6745" +}] \ No newline at end of file diff --git a/matplotlib_dataScience/death_valley_2014.csv b/matplotlib_dataScience/death_valley_2014.csv new file mode 100644 index 0000000000000000000000000000000000000000..0ccf1bed90b92275f9effea83a6a61f49b6edd5e --- /dev/null +++ b/matplotlib_dataScience/death_valley_2014.csv @@ -0,0 +1,361 @@ +PST,Max TemperatureF,Mean TemperatureF,Min TemperatureF,Max Dew PointF,MeanDew PointF,Min DewpointF,Max Humidity, Mean Humidity, Min Humidity, Max Sea Level PressureIn, Mean Sea Level PressureIn, Min Sea Level PressureIn, Max VisibilityMiles, Mean VisibilityMiles, Min VisibilityMiles, Max Wind SpeedMPH, Mean Wind SpeedMPH, Max Gust SpeedMPH,PrecipitationIn, CloudCover, Events, WindDirDegrees +2014-1-1,63,42,24,14,9,5,48,32,15,30.31,30.25,30.19,,,,7,2,,0.00,0,,203 +2014-1-2,66,47,28,22,19,16,58,36,19,30.29,30.19,30.11,10,10,10,9,2,,0.00,0,,135 +2014-1-3,64,46,28,24,21,15,61,40,22,30.14,30.04,29.96,,,,9,3,,0.00,0,,205 +2014-1-4,66,47,28,25,21,16,61,42,20,30.14,30.02,29.93,,,,9,4,,0.00,0,,148 +2014-1-5,61,44,26,18,7,-1,56,30,9,30.34,30.27,30.15,,,,10,4,,0.00,0,,195 +2014-1-6,57,40,23,7,3,-1,37,24,11,30.45,30.34,30.22,10,10,10,9,4,,0.00,3,,254 +2014-1-7,57,44,30,10,7,5,37,26,14,30.24,30.15,30.09,10,10,10,9,4,,0.00,4,,211 +2014-1-8,60,40,21,11,8,3,46,29,14,30.21,30.11,30.05,10,10,10,12,5,,0.00,3,,226 +2014-1-9,57,42,27,19,14,8,52,36,20,30.14,30.08,30.01,10,10,10,9,4,,0.00,3,,241 +2014-1-10,63,44,26,25,20,14,66,42,21,30.22,30.16,30.09,10,10,10,6,3,,0.00,3,,204 +2014-1-11,64,47,30,29,25,17,67,38,22,30.23,30.08,29.94,10,10,10,23,6,37,0.00,0,,235 +2014-1-12,63,50,35,29,22,17,49,33,18,30.37,30.15,29.92,10,10,10,15,8,18,0.00,0,,169 +2014-1-13,64,46,28,16,14,11,51,31,14,30.53,30.44,30.36,10,10,10,10,4,,0.00,0,,159 +2014-1-14,70,50,30,15,10,7,47,25,9,30.54,30.45,30.38,10,10,10,13,6,,0.00,0,,148 +2014-1-15,70,50,30,12,8,4,34,21,9,30.46,30.37,30.29,10,10,10,12,6,,0.00,0,,177 +2014-1-16,72,50,27,10,3,-1,39,20,6,30.35,30.28,30.22,10,10,10,12,5,,0.00,0,,167 +2014-1-17,71,50,28,7,3,1,31,18,7,30.31,30.23,30.16,10,10,10,12,5,,0.00,0,,203 +2014-1-18,69,48,28,9,4,-1,31,19,8,30.29,30.20,30.14,10,10,10,10,3,,0.00,0,,189 +2014-1-19,69,48,27,8,5,1,33,20,9,30.26,30.19,30.12,10,10,10,12,4,,0.00,0,,223 +2014-1-20,68,49,30,10,6,3,35,22,10,30.32,30.25,30.18,10,10,10,10,3,,0.00,0,,184 +2014-1-21,62,45,28,11,8,4,36,23,13,30.35,30.27,30.18,10,10,10,8,3,,0.00,5,,251 +2014-1-22,70,52,34,11,9,4,36,22,10,30.17,30.04,29.93,10,10,10,9,3,,0.00,2,,214 +2014-1-23,66,46,27,17,10,3,36,23,12,30.22,30.09,29.95,10,10,10,14,6,22,0.00,3,,127 +2014-1-24,66,54,41,19,16,15,36,24,15,30.38,30.31,30.25,10,10,10,12,4,,0.00,5,,141 +2014-1-25,68,54,39,17,15,11,36,24,12,30.30,30.23,30.15,10,10,10,9,5,,0.00,0,,177 +2014-1-26,63,48,33,19,14,11,42,28,16,30.18,30.09,30.02,10,10,10,9,3,,0.00,1,,221 +2014-1-27,71,50,28,19,15,12,49,28,11,30.12,30.07,30.01,10,10,10,8,3,,0.00,3,,165 +2014-1-28,71,52,34,20,17,14,44,29,13,30.19,30.13,30.08,10,10,10,9,2,,0.00,4,,281 +2014-1-29,72,54,35,34,22,15,50,29,15,30.16,30.00,29.77,10,10,10,24,5,36,0.00,4,,221 +2014-1-30,66,60,52,42,36,24,59,43,25,29.78,29.72,29.66,10,10,10,26,20,37,0.00,3,,213 +2014-1-31,59,52,42,35,28,18,63,42,28,29.96,29.82,29.72,10,10,10,22,14,30,0.00,1,Rain,262 +2014-2-1,55,44,33,30,12,2,65,32,11,30.10,30.05,29.97,10,10,10,20,8,26,0.00,1,,314 +2014-2-2,54,40,25,27,19,13,69,46,21,30.10,30.00,29.90,10,10,10,21,5,25,0.00,2,,203 +2014-2-3,55,40,26,26,24,20,81,55,29,29.96,29.91,29.84,10,10,10,10,5,,0.00,0,,204 +2014-2-4,54,39,24,27,22,18,78,52,31,30.08,30.02,29.94,10,10,10,9,4,,0.00,3,,149 +2014-2-5,55,41,27,28,23,15,66,48,29,30.13,30.04,29.99,10,10,10,10,3,,0.00,1,,185 +2014-2-6,55,45,35,40,31,23,83,59,37,29.98,29.90,29.83,10,10,10,20,7,26,0.00,5,,238 +2014-2-7,64,50,35,35,32,27,89,53,25,30.01,29.96,29.92,10,10,10,30,11,43,0.00,3,,220 +2014-2-8,70,56,43,42,37,31,71,48,26,30.14,30.04,29.97,10,10,10,32,12,41,0.00,0,,214 +2014-2-9,75,57,39,41,36,33,82,45,22,30.04,29.97,29.87,10,10,10,30,7,39,0.00,0,,229 +2014-2-10,73,62,46,40,33,27,61,35,18,30.10,30.00,29.90,10,10,10,25,13,34,0.00,0,,183 +2014-2-11,71,54,37,34,30,23,71,45,17,30.17,30.12,30.06,10,10,10,8,4,,0.00,3,,193 +2014-2-12,70,54,37,29,26,22,57,37,21,30.23,30.14,30.08,10,10,10,8,5,,0.00,4,,183 +2014-2-13,77,56,34,27,23,19,54,32,15,30.15,30.05,29.95,10,10,10,8,4,,0.00,2,,278 +2014-2-14,78,58,37,23,20,17,48,25,13,30.12,30.03,29.97,10,10,10,24,4,,0.00,0,,263 +2014-2-15,82,60,37,20,17,14,39,21,9,30.05,29.97,29.91,10,10,10,23,7,28,0.00,0,,247 +2014-2-16,,,,,,,,,,,,,,,,,,,0.00,,,-1 +2014-2-18,75,56,37,25,21,16,51,25,13,30.08,30.01,29.93,10,10,10,9,3,,0.00,6,,157 +2014-2-19,80,61,42,27,21,12,38,25,8,29.98,29.85,29.77,10,10,10,24,7,33,0.00,1,,157 +2014-2-20,68,52,37,26,18,12,49,27,13,30.19,30.10,30.00,10,10,10,12,5,,0.00,4,,148 +2014-2-21,71,53,35,23,16,14,42,25,12,30.10,30.00,29.91,10,10,10,8,5,,0.00,0,,183 +2014-2-22,72,54,35,22,18,15,47,27,13,29.99,29.92,29.87,10,10,10,7,4,,0.00,0,,179 +2014-2-23,73,55,37,25,23,20,53,31,15,30.02,29.96,29.91,10,10,10,9,4,,0.00,0,,191 +2014-2-24,75,56,37,24,21,15,51,28,12,30.04,29.97,29.91,10,10,10,10,2,,0.00,0,,218 +2014-2-25,75,56,37,37,23,14,42,28,14,30.01,29.94,29.88,10,10,10,16,6,,0.00,1,,188 +2014-2-26,68,55,42,46,37,27,75,50,36,29.98,29.92,29.88,10,10,10,21,8,29,0.00,4,,196 +2014-2-27,70,62,53,47,32,13,75,41,16,29.91,29.81,29.72,10,10,10,28,18,39,0.01,4,Rain,209 +2014-2-28,59,52,45,51,46,39,100,91,55,29.79,29.67,29.52,10,7,2,29,7,36,0.77,7,Rain,221 +2014-3-1,57,50,43,46,42,40,97,77,57,29.93,29.81,29.68,10,10,10,20,10,24,0.01,4,Rain,185 +2014-3-2,59,48,37,45,42,37,100,76,53,30.12,30.05,29.95,10,10,10,18,6,23,0.00,1,,181 +2014-3-3,63,51,39,46,43,39,100,73,46,30.17,30.08,30.00,10,10,10,8,4,,0.00,4,,186 +2014-3-4,70,59,48,46,44,40,93,63,33,30.06,29.99,29.93,10,10,10,10,5,,0.00,3,,183 +2014-3-5,75,58,41,44,39,33,93,53,22,30.22,30.04,29.97,10,10,10,13,6,,0.00,4,,180 +2014-3-6,79,64,50,42,38,29,68,40,22,29.99,29.89,29.79,10,10,10,26,8,36,0.00,4,,241 +2014-3-7,73,62,52,33,20,11,38,22,10,30.09,30.01,29.90,10,10,10,20,10,30,0.00,3,,329 +2014-3-8,73,58,44,28,24,18,51,28,13,30.25,30.19,30.12,10,10,10,13,6,,0.00,0,,180 +2014-3-9,73,60,48,31,25,15,50,28,11,30.30,30.20,30.09,10,10,10,9,5,,0.00,1,,212 +2014-3-10,80,62,46,35,27,16,46,28,10,30.09,29.97,29.88,10,10,10,22,10,31,0.00,4,,233 +2014-3-11,69,58,48,34,22,11,54,28,16,30.13,30.07,29.98,10,10,10,14,5,21,0.00,4,,29 +2014-3-12,66,58,50,19,16,12,27,21,13,30.20,30.10,30.03,10,10,10,21,11,30,0.00,1,,346 +2014-3-13,71,56,42,22,16,8,41,22,9,30.03,29.98,29.91,10,10,10,13,5,,0.00,3,,339 +2014-3-14,79,58,37,23,16,0,50,24,5,30.12,30.04,29.99,10,10,10,10,5,,0.00,0,,227 +2014-3-15,78,62,48,28,25,20,37,25,14,30.32,30.24,30.13,10,10,10,10,5,,0.00,0,,182 +2014-3-16,82,62,42,30,23,16,55,26,8,30.35,30.22,30.03,10,10,10,15,6,,0.00,0,,189 +2014-3-17,80,68,57,25,20,14,25,15,9,30.01,29.77,29.60,10,10,10,32,14,43,0.00,4,,230 +2014-3-18,68,57,43,21,12,5,32,18,9,30.04,29.93,29.80,10,10,10,15,8,23,0.00,0,,88 +2014-3-19,71,54,36,14,10,6,39,20,8,30.16,30.08,30.04,10,10,10,9,5,,0.00,1,,160 +2014-3-20,73,56,39,25,16,11,36,21,11,30.06,29.97,29.86,10,10,10,8,4,,0.00,4,,237 +2014-3-21,79,61,44,32,26,20,43,26,13,29.91,29.83,29.76,10,10,10,16,6,25,0.00,2,,206 +2014-3-22,78,62,46,35,30,25,61,32,16,30.00,29.93,29.81,10,10,10,14,5,,0.00,0,,180 +2014-3-23,78,62,45,27,22,5,48,26,6,30.10,30.04,29.98,10,10,10,10,6,17,0.00,0,,200 +2014-3-24,82,62,44,25,14,2,41,19,5,30.12,30.04,29.98,10,10,7,13,6,17,0.00,0,,170 +2014-3-25,82,62,41,29,20,12,36,21,8,29.98,29.83,29.67,10,10,10,22,9,31,0.00,1,,241 +2014-3-26,64,58,53,36,31,26,52,37,25,29.79,29.71,29.64,10,8,2,37,20,48,0.00,2,,230 +2014-3-27,66,58,50,34,31,28,52,40,25,30.00,29.87,29.80,10,10,10,22,14,31,0.00,2,,231 +2014-3-28,73,55,37,35,31,26,73,42,21,30.16,30.07,30.01,10,10,10,20,6,25,0.00,2,,206 +2014-3-29,80,64,50,35,28,23,39,25,17,30.05,29.95,29.81,10,10,10,24,14,36,0.00,0,,220 +2014-3-30,71,60,50,39,25,12,49,30,11,29.93,29.86,29.78,10,10,10,29,17,37,0.00,0,,232 +2014-3-31,72,58,43,34,23,9,52,31,10,29.92,29.85,29.77,10,10,10,25,13,37,0.00,3,,209 +2014-4-1,62,54,45,31,22,11,54,32,15,29.88,29.82,29.76,10,10,10,30,18,41,0.00,2,,241 +2014-4-2,60,51,43,29,26,20,50,37,27,30.00,29.87,29.77,10,10,10,21,12,31,0.00,3,,238 +2014-4-3,68,50,34,36,25,19,64,38,17,30.11,30.03,29.96,10,10,10,13,5,17,0.00,5,,186 +2014-4-4,70,58,46,36,27,11,56,34,11,29.96,29.87,29.78,10,10,10,20,9,34,0.00,4,,204 +2014-4-5,72,54,37,31,27,20,65,37,15,30.05,29.92,29.82,10,10,10,14,6,20,0.00,1,,209 +2014-4-6,79,63,48,35,26,22,44,26,14,30.17,30.08,30.02,10,10,10,14,6,18,0.00,0,,178 +2014-4-7,84,65,48,32,24,17,48,24,9,30.21,30.14,30.07,10,10,10,9,6,,0.00,0,,161 +2014-4-8,88,67,46,29,22,13,41,20,6,30.18,30.08,30.00,10,10,10,14,7,18,0.00,4,,189 +2014-4-9,91,74,57,29,17,-5,31,15,4,30.04,29.96,29.88,10,10,10,22,11,33,0.00,5,,227 +2014-4-10,90,70,51,24,16,10,23,12,5,29.96,29.89,29.81,10,10,10,17,7,,0.00,4,,196 +2014-4-11,90,72,54,33,24,16,31,18,7,29.87,29.78,29.68,10,10,10,23,9,32,0.00,0,,189 +2014-4-12,88,68,52,41,34,29,43,27,13,29.72,29.67,29.62,10,10,10,24,8,33,0.00,0,,252 +2014-4-13,87,70,52,38,25,-1,53,22,6,29.94,29.80,29.69,10,10,10,17,6,,0.00,0,,123 +2014-4-14,80,66,53,12,7,2,16,10,6,30.16,30.07,29.98,10,10,10,16,9,22,0.00,0,,139 +2014-4-15,87,69,52,35,24,13,33,20,13,30.01,29.86,29.72,10,10,10,14,6,17,0.00,3,,200 +2014-4-16,89,70,53,34,31,24,47,25,10,29.79,29.73,29.65,10,10,10,9,5,,0.00,1,,173 +2014-4-17,89,70,52,38,32,28,45,25,12,29.84,29.77,29.71,10,10,10,21,7,28,0.00,6,,199 +2014-4-18,82,71,61,46,40,32,48,34,18,29.83,29.77,29.71,10,10,10,17,12,23,0.00,7,,162 +2014-4-19,87,70,53,44,41,30,64,38,13,29.94,29.88,29.83,10,10,10,17,7,23,0.00,,,203 +2014-4-20,90,72,57,43,38,29,55,32,12,30.02,29.96,29.89,10,10,10,16,6,,0.00,,,172 +2014-4-21,91,72,53,32,24,14,41,20,7,30.02,29.92,29.81,10,10,9,21,10,33,0.00,5,,203 +2014-4-22,75,65,57,32,23,15,30,19,11,29.80,29.76,29.71,10,10,10,31,16,44,0.00,1,,215 +2014-4-23,75,60,45,30,20,14,34,22,10,29.97,29.90,29.81,10,10,10,15,5,,0.00,3,,193 +2014-4-24,82,65,48,35,29,20,48,28,10,30.00,29.88,29.76,10,10,10,21,7,28,0.00,0,,202 +2014-4-25,73,64,52,39,36,33,51,35,24,29.75,29.69,29.60,10,10,10,30,18,47,0.00,,,223 +2014-4-26,70,58,48,27,25,22,42,29,18,29.82,29.68,29.51,10,10,10,24,16,36,0.00,,,255 +2014-4-27,77,58,42,33,29,25,52,33,18,29.95,29.85,29.78,10,10,10,14,6,23,0.00,,,226 +2014-4-28,79,63,48,33,28,22,52,28,14,30.10,29.99,29.88,10,10,10,9,5,,0.00,0,,176 +2014-4-29,86,70,55,29,12,7,36,12,6,30.24,30.15,30.06,10,10,10,20,8,23,0.00,1,,4 +2014-4-30,86,69,54,14,7,-3,17,9,4,30.27,30.14,30.02,10,10,10,16,8,25,0.00,1,,25 +2014-5-1,88,70,53,28,9,3,24,10,5,30.19,30.09,29.98,10,10,10,10,7,18,0.00,2,,180 +2014-5-2,97,75,54,26,21,13,28,14,5,30.05,29.95,29.85,10,10,10,20,6,28,0.00,1,,215 +2014-5-3,96,75,55,21,16,7,22,11,4,29.87,29.82,29.77,10,10,10,24,9,37,0.00,0,,229 +2014-5-4,91,80,70,36,24,13,29,15,6,29.84,29.80,29.74,10,10,10,28,16,36,0.00,1,,209 +2014-5-5,82,72,63,39,34,29,38,27,15,29.81,29.76,29.70,10,10,10,30,19,38,0.00,3,,210 +2014-5-6,70,60,48,38,32,25,68,37,20,29.75,29.69,29.63,10,10,6,28,16,39,0.00,3,Rain,278 +2014-5-7,75,59,45,37,30,21,64,34,15,29.84,29.78,29.74,10,10,10,17,5,28,0.00,1,,222 +2014-5-8,82,66,50,37,33,26,50,32,15,29.96,29.89,29.84,10,10,10,16,7,29,0.00,3,,208 +2014-5-9,71,64,63,38,36,33,40,34,28,29.88,29.87,29.84,10,10,10,24,14,33,0.00,0,,231 +2014-5-11,79,69,59,13,8,4,16,10,6,30.02,29.93,29.88,10,10,10,29,19,37,0.00,0,,344 +2014-5-12,82,68,55,15,12,8,21,12,6,30.12,30.06,29.98,10,10,10,13,9,21,0.00,1,,293 +2014-5-13,86,70,55,19,13,6,18,11,7,30.24,30.17,30.09,10,10,10,16,8,28,0.00,0,,167 +2014-5-14,90,70,50,14,10,5,17,10,6,30.25,30.16,30.06,10,10,10,12,7,21,0.00,0,,163 +2014-5-15,97,75,54,30,17,11,19,11,5,30.14,30.04,29.94,10,10,10,15,6,20,0.00,2,,201 +2014-5-16,100,80,61,31,26,18,26,14,7,29.97,29.87,29.75,10,10,10,22,6,36,0.00,5,,245 +2014-5-17,102,84,68,24,17,1,18,9,4,29.81,29.73,29.66,10,10,10,24,10,30,0.00,1,,231 +2014-5-18,93,80,69,36,23,10,27,14,6,29.75,29.65,29.60,10,10,10,31,15,41,0.00,0,,250 +2014-5-19,88,74,61,34,23,13,31,17,7,29.79,29.71,29.65,10,10,10,28,13,36,0.00,0,,201 +2014-5-20,73,64,57,39,32,25,51,32,18,29.83,29.78,29.73,10,10,6,29,18,40,0.00,1,,231 +2014-5-21,73,61,50,43,37,30,57,41,24,29.92,29.88,29.82,10,10,8,29,7,38,0.00,4,,276 +2014-5-22,77,64,52,51,39,33,67,42,20,29.98,29.91,29.86,10,10,7,25,9,37,0.02,4,Rain,276 +2014-5-23,88,68,50,46,37,27,75,36,12,29.94,29.88,29.80,10,10,10,15,5,22,0.00,0,,181 +2014-5-24,93,77,63,43,38,30,40,24,11,29.84,29.79,29.72,10,10,10,15,6,22,0.00,0,,179 +2014-5-25,98,79,61,44,40,33,46,25,11,29.90,29.82,29.74,10,10,10,14,6,16,0.00,0,,195 +2014-5-26,104,83,64,46,40,30,43,23,9,29.88,29.81,29.75,10,10,10,25,6,33,0.00,0,,194 +2014-5-27,102,82,63,40,32,21,38,18,6,29.91,29.82,29.73,10,10,10,22,8,33,0.00,0,,205 +2014-5-28,98,84,70,35,25,17,23,14,5,29.78,29.72,29.65,10,10,10,26,10,38,0.00,3,,197 +2014-5-29,93,75,57,33,23,9,36,16,4,29.85,29.79,29.74,10,10,10,17,7,28,0.00,3,,196 +2014-5-30,98,76,55,20,13,8,19,10,4,29.84,29.79,29.72,10,10,10,21,8,29,0.00,1,,224 +2014-5-31,95,80,68,20,13,1,15,9,4,29.81,29.76,29.73,10,10,10,24,13,31,0.00,0,,220 +2014-6-1,97,75,55,32,16,6,19,11,4,29.86,29.78,29.70,10,10,10,16,5,20,0.00,0,,186 +2014-6-2,97,80,64,29,20,9,24,13,4,29.79,29.73,29.68,10,10,10,28,11,39,0.00,1,,208 +2014-6-3,96,76,57,27,15,2,20,10,4,29.85,29.77,29.70,10,10,10,17,9,24,0.00,0,,189 +2014-6-4,104,78,61,31,23,13,24,14,5,29.80,29.73,29.67,10,10,10,17,9,16,0.00,0,,168 +2014-6-5,100,81,62,35,26,12,28,15,4,29.79,29.71,29.62,10,10,10,15,6,23,0.00,0,,190 +2014-6-6,102,81,62,35,30,20,30,16,6,29.70,29.65,29.57,10,10,10,13,5,,0.00,,,191 +2014-6-7,102,82,63,36,30,16,31,15,4,29.72,29.66,29.59,10,10,10,20,7,24,0.00,,,176 +2014-6-8,106,88,71,37,28,15,24,13,4,29.76,29.70,29.65,10,10,10,10,5,18,0.00,2,,192 +2014-6-9,108,90,72,39,29,16,29,13,4,29.78,29.70,29.61,10,10,10,20,9,28,0.00,0,,200 +2014-6-10,104,88,72,39,32,24,22,14,6,29.69,29.63,29.55,10,10,10,21,8,29,0.00,1,,203 +2014-6-11,102,86,73,43,39,35,33,20,11,29.72,29.67,29.62,10,10,10,17,6,24,0.00,1,,198 +2014-6-12,102,84,68,43,36,28,33,18,8,29.79,29.72,29.67,10,10,10,26,11,37,0.00,0,,205 +2014-6-13,98,86,75,40,27,13,26,14,5,29.77,29.68,29.59,10,10,10,29,12,45,0.00,0,,226 +2014-6-14,93,78,62,24,15,9,16,10,5,29.84,29.75,29.67,10,10,8,17,9,25,0.00,,,205 +2014-6-15,95,78,64,33,22,11,19,12,6,29.67,29.63,29.57,10,10,6,30,12,37,0.00,,,225 +2014-6-16,90,81,73,34,29,24,22,16,10,29.70,29.65,29.60,10,9,1,38,20,50,0.00,2,,217 +2014-6-17,91,78,64,34,28,22,28,17,9,29.73,29.66,29.62,10,10,10,33,14,46,0.00,0,,220 +2014-6-18,90,74,60,30,24,19,25,15,8,29.91,29.85,29.75,10,10,9,10,5,,0.00,0,,241 +2014-6-19,97,78,60,30,24,14,26,14,6,29.95,29.88,29.83,10,10,10,12,5,,0.00,0,,190 +2014-6-20,102,82,63,29,26,15,26,13,4,29.89,29.81,29.72,10,10,10,23,7,28,0.00,,,193 +2014-6-21,106,84,64,28,22,15,23,11,4,29.81,29.73,29.65,10,10,10,23,8,30,0.00,,,216 +2014-6-22,102,83,66,24,20,16,16,9,5,29.78,29.72,29.66,10,10,10,14,7,20,0.00,,,181 +2014-6-23,102,83,64,34,25,19,19,12,5,29.81,29.75,29.70,10,10,10,18,5,22,0.00,1,,162 +2014-6-24,105,84,64,35,32,29,28,15,8,29.83,29.74,29.66,10,10,10,25,7,33,0.00,0,,201 +2014-6-25,104,86,69,42,33,28,23,15,8,29.84,29.71,29.63,10,10,2,29,9,37,0.00,0,,209 +2014-6-26,91,85,79,45,42,39,29,23,19,29.73,29.68,29.59,10,8,2,37,25,51,0.00,4,,220 +2014-6-27,100,81,64,45,41,36,40,24,11,29.79,29.71,29.62,10,10,10,16,5,23,0.00,0,,223 +2014-6-28,105,86,68,45,42,36,40,23,9,29.77,29.71,29.65,10,10,10,20,6,28,0.00,,,188 +2014-6-29,108,86,66,45,40,35,39,20,9,29.83,29.75,29.68,10,10,10,15,5,23,0.00,0,,167 +2014-6-30,109,88,68,42,37,28,31,16,6,29.82,29.74,29.67,10,10,10,16,7,,0.00,1,,185 +2014-7-1,109,94,78,43,37,22,28,16,5,29.77,29.70,29.63,10,10,10,22,9,30,0.00,0,,189 +2014-7-2,109,91,73,42,35,17,28,15,4,29.79,29.73,29.67,10,10,10,22,10,29,0.00,0,,187 +2014-7-3,108,90,73,41,34,24,25,15,6,29.84,29.78,29.73,10,10,10,28,10,34,0.00,0,,200 +2014-7-4,105,90,75,49,41,37,27,18,10,29.95,29.87,29.80,10,10,10,24,11,29,0.00,,,184 +2014-7-5,105,88,75,56,44,39,31,21,12,30.00,29.92,29.87,10,10,10,32,9,41,0.00,,,145 +2014-7-6,105,88,75,50,45,41,31,21,16,29.97,29.88,29.79,10,10,10,24,7,31,0.00,,,295 +2014-7-7,106,92,80,52,44,33,38,20,10,29.86,29.80,29.70,10,10,10,20,6,23,0.00,2,,218 +2014-7-8,107,92,77,48,39,31,28,16,8,29.86,29.79,29.72,10,10,10,13,6,22,0.00,1,,183 +2014-7-9,106,90,73,43,37,32,27,15,9,29.88,29.79,29.70,10,10,10,17,8,26,0.00,1,,179 +2014-7-10,102,86,73,42,37,33,25,18,9,29.86,29.79,29.73,10,10,10,22,8,24,0.00,2,,180 +2014-7-11,98,84,69,44,40,34,36,22,11,29.91,29.86,29.81,10,10,10,16,9,22,0.00,0,,172 +2014-7-12,104,86,69,45,38,24,36,20,6,29.96,29.90,29.83,10,10,10,15,6,24,0.00,0,,136 +2014-7-13,111,91,71,48,39,31,33,17,8,29.92,29.83,29.72,10,10,10,13,5,,0.00,0,,195 +2014-7-14,104,93,84,56,51,48,31,23,17,29.91,29.86,29.79,10,10,10,16,9,24,0.00,5,,156 +2014-7-15,102,90,81,59,53,48,42,28,17,29.95,29.88,29.80,10,10,10,17,7,23,0.00,2,,174 +2014-7-16,104,90,79,54,50,36,42,27,11,29.89,29.83,29.75,10,10,10,20,9,30,0.00,1,,197 +2014-7-17,104,88,73,52,46,25,43,27,7,29.89,29.82,29.73,10,10,10,20,11,26,0.00,0,,190 +2014-7-18,102,86,71,51,44,28,47,28,8,29.91,29.83,29.76,10,10,10,20,9,23,0.00,1,,180 +2014-7-19,100,87,75,59,48,39,56,28,14,29.90,29.86,29.81,10,10,10,15,9,22,0.00,0,Rain,188 +2014-7-20,100,85,70,54,47,39,41,27,12,29.89,29.83,29.75,10,10,10,18,7,25,0.00,0,,192 +2014-7-21,99,86,72,55,51,44,53,33,16,29.96,29.90,29.84,10,10,10,20,11,28,0.00,1,,176 +2014-7-22,102,86,70,53,44,29,47,26,8,30.00,29.93,29.87,10,10,10,22,9,28,0.00,1,,185 +2014-7-23,108,90,72,48,37,16,37,20,4,30.00,29.89,29.78,10,10,10,20,10,28,0.00,0,,193 +2014-7-24,109,88,68,47,35,14,41,19,5,29.88,29.79,29.68,10,10,10,16,8,29,0.00,0,,195 +2014-7-25,109,92,75,42,32,19,23,14,5,29.83,29.77,29.72,10,10,10,22,10,32,0.00,2,,191 +2014-7-26,106,89,73,44,38,26,28,17,6,29.92,29.85,29.79,10,10,10,15,9,21,0.00,0,,189 +2014-7-27,107,94,81,46,41,36,22,16,12,29.97,29.88,29.80,10,10,10,23,8,33,0.00,0,,170 +2014-7-28,93,88,82,57,53,48,39,32,25,30.06,30.00,29.94,10,10,10,24,10,29,0.00,6,,224 +2014-7-29,102,88,75,56,50,42,51,29,14,30.04,29.96,29.85,10,10,9,13,6,,0.00,4,,236 +2014-7-30,106,90,75,54,49,43,33,24,13,29.95,29.91,29.85,10,7,1,36,14,48,0.00,3,,308 +2014-7-31,106,91,77,53,48,44,42,24,13,29.95,29.87,29.76,10,10,10,14,7,24,0.00,1,,264 +2014-8-1,108,91,75,47,43,38,34,19,9,29.88,29.81,29.74,10,10,10,16,7,22,0.00,0,,191 +2014-8-2,99,87,75,57,47,40,29,24,15,29.91,29.85,29.79,10,10,9,20,11,28,0.00,0,,151 +2014-8-3,84,76,68,66,60,46,87,63,26,30.09,29.97,29.84,10,9,3,17,10,25,0.06,6,Rain,315 +2014-8-4,96,80,64,64,52,38,90,46,14,29.97,29.89,29.80,10,10,10,16,5,20,0.00,2,,221 +2014-8-5,98,82,66,51,43,33,45,26,11,29.97,29.90,29.83,10,10,10,15,6,25,0.00,0,,186 +2014-8-6,98,82,66,48,42,27,44,27,9,29.96,29.89,29.82,10,10,10,18,7,18,0.00,2,,188 +2014-8-7,99,82,66,49,42,31,51,27,10,29.91,29.85,29.77,10,10,10,10,5,,0.00,0,,174 +2014-8-8,100,83,66,50,40,24,45,24,7,29.89,29.83,29.77,10,10,10,13,5,18,0.00,0,,161 +2014-8-9,102,86,71,45,39,29,33,20,8,29.91,29.85,29.78,10,10,10,14,6,,0.00,0,,187 +2014-8-10,102,84,69,42,37,26,32,18,8,29.95,29.88,29.82,10,10,10,15,7,18,0.00,0,,191 +2014-8-11,99,85,73,62,52,41,66,35,17,30.00,29.91,29.86,10,10,9,23,9,30,0.02,4,Rain-Thunderstorm,222 +2014-8-12,100,86,73,58,54,48,57,34,19,29.97,29.88,29.76,10,10,10,20,7,25,0.00,2,,213 +2014-8-13,100,87,75,51,43,28,40,24,9,29.89,29.85,29.78,10,10,10,26,12,38,0.00,0,,178 +2014-8-14,100,85,71,51,35,9,49,22,4,29.92,29.86,29.78,10,10,10,30,15,37,0.00,0,,181 +2014-8-15,102,83,66,42,32,19,38,18,6,29.96,29.89,29.83,10,10,10,21,9,25,0.00,0,,194 +2014-8-16,104,84,66,30,25,20,22,12,5,30.00,29.91,29.82,10,10,10,13,6,17,0.00,0,,200 +2014-8-17,106,84,64,36,28,22,19,13,7,29.94,29.85,29.77,10,10,10,18,6,23,0.00,0,,203 +2014-8-18,102,88,73,37,27,13,22,12,4,29.81,29.74,29.67,10,10,10,17,11,28,0.00,2,,195 +2014-8-19,98,82,66,48,32,20,37,18,6,29.73,29.70,29.63,10,10,10,25,13,36,0.00,2,,197 +2014-8-20,91,78,66,44,41,36,42,27,14,29.91,29.83,29.74,10,10,10,14,10,16,0.00,0,,179 +2014-8-21,96,77,61,53,44,39,44,28,15,29.94,29.87,29.82,10,10,10,18,7,28,0.00,0,,182 +2014-8-22,100,82,66,50,43,32,49,26,10,29.89,29.80,29.71,10,10,10,30,10,38,0.00,0,,209 +2014-8-23,97,84,71,44,40,36,31,22,12,29.87,29.78,29.72,10,10,10,15,9,23,0.00,0,,177 +2014-8-24,96,81,66,43,39,22,42,25,7,29.84,29.77,29.69,10,10,10,21,9,26,0.00,0,,181 +2014-8-25,97,80,64,41,33,20,38,21,6,29.83,29.76,29.69,10,10,10,29,15,43,0.00,0,,186 +2014-8-26,97,80,64,40,35,26,40,21,8,29.96,29.88,29.81,10,10,10,20,10,23,0.00,0,,202 +2014-8-27,99,80,61,39,33,28,36,20,9,30.05,29.97,29.92,10,10,10,10,6,,0.00,0,,176 +2014-8-28,102,83,64,31,28,24,26,14,7,30.03,29.93,29.82,10,10,10,12,6,,0.00,0,,192 +2014-8-29,105,84,63,36,26,19,22,13,5,29.89,29.81,29.73,10,10,10,14,5,16,0.00,0,,202 +2014-8-30,105,85,66,38,34,27,28,17,9,29.81,29.72,29.64,10,10,10,25,9,34,0.00,0,,234 +2014-8-31,105,88,73,33,28,24,19,12,6,29.77,29.70,29.64,10,10,10,17,8,25,0.00,0,,184 +2014-9-1,102,82,63,43,32,27,27,17,7,29.82,29.75,29.69,10,10,10,13,5,17,0.00,0,,166 +2014-9-2,102,85,68,42,37,28,33,19,8,29.82,29.72,29.64,10,10,10,24,8,31,0.00,0,,188 +2014-9-3,102,85,68,42,38,32,35,20,10,29.72,29.63,29.54,10,10,10,18,8,25,0.00,0,,179 +2014-9-4,100,82,64,43,36,28,35,20,8,29.71,29.65,29.60,10,10,10,16,7,18,0.00,0,,177 +2014-9-5,99,81,63,39,30,16,31,18,5,29.88,29.81,29.72,10,10,10,13,7,17,0.00,0,,195 +2014-9-6,100,82,64,46,36,25,25,18,14,29.94,29.86,29.78,10,10,10,18,7,23,0.00,0,,201 +2014-9-7,100,86,71,61,47,38,41,27,16,29.87,29.79,29.71,10,10,10,29,9,39,0.00,0,,183 +2014-9-8,95,84,75,56,47,36,45,28,22,29.85,29.78,29.71,10,10,10,25,10,33,0.01,4,Rain,198 +2014-9-9,93,80,66,33,27,22,21,14,8,29.90,29.84,29.79,10,10,10,15,8,,0.00,0,,191 +2014-9-10,97,79,62,31,28,25,29,16,9,29.96,29.88,29.81,10,10,10,9,6,,0.00,0,,183 +2014-9-11,99,80,62,33,29,26,26,16,9,29.92,29.85,29.78,10,10,10,12,4,,0.00,0,,185 +2014-9-12,100,82,64,35,32,29,28,17,9,29.90,29.83,29.75,10,10,10,14,5,16,0.00,0,,211 +2014-9-13,100,82,64,39,35,31,28,18,10,29.86,29.78,29.71,10,10,10,12,4,,0.00,0,,197 +2014-9-14,102,84,69,46,41,37,31,21,14,29.85,29.78,29.72,10,10,10,13,7,24,0.00,0,,215 +2014-9-15,104,87,72,48,45,39,38,24,12,29.88,29.81,29.75,10,10,10,9,6,34,0.00,0,,209 +2014-9-16,102,87,72,53,47,41,38,25,13,29.86,29.78,29.70,10,10,10,9,6,,0.00,0,,198 +2014-9-17,102,86,72,51,47,42,41,26,15,29.80,29.73,29.63,10,10,10,15,7,18,0.00,0,,196 +2014-9-18,93,84,73,47,42,38,39,24,15,29.73,29.69,29.65,10,10,10,25,13,37,0.00,0,,214 +2014-9-19,91,75,59,48,42,35,58,33,15,29.86,29.80,29.74,10,10,10,16,7,24,0.00,0,,187 +2014-9-20,95,77,61,55,44,35,44,30,17,29.92,29.84,29.77,10,10,10,18,6,36,0.00,2,,214 +2014-9-21,91,78,64,52,47,32,60,35,12,29.94,29.88,29.83,10,10,10,13,5,,0.00,1,,180 +2014-9-22,95,77,61,48,40,24,50,29,10,30.00,29.93,29.86,10,10,10,12,5,,0.00,0,,192 +2014-9-23,97,78,60,40,31,13,43,22,5,30.00,29.92,29.85,10,10,10,12,7,17,0.00,0,,186 +2014-9-24,98,76,55,39,34,26,35,21,11,29.97,29.89,29.81,10,10,10,22,7,26,0.00,0,,187 +2014-9-25,96,82,70,55,48,38,43,31,23,29.90,29.84,29.78,10,10,10,25,11,39,0.00,0,,193 +2014-9-26,90,76,64,49,43,30,54,35,12,29.86,29.79,29.70,10,10,10,24,13,38,0.00,0,,195 +2014-9-27,77,68,60,41,36,29,44,32,18,29.78,29.74,29.68,10,9,2,37,13,47,0.00,2,,256 +2014-9-28,79,64,51,44,38,35,56,38,23,29.87,29.81,29.76,10,10,10,23,5,32,0.00,1,,231 +2014-9-29,82,68,57,44,40,35,56,37,22,29.98,29.92,29.87,10,10,10,20,10,28,0.00,1,,322 +2014-9-30,82,70,51,42,38,34,59,35,15,29.93,29.84,29.68,10,10,10,16,6,23,0.00,0,,217 +2014-10-1,88,70,53,42,31,19,47,26,10,29.98,29.86,29.69,10,10,10,16,6,23,0.00,0,,169 +2014-10-2,86,68,51,21,15,5,26,15,5,30.15,30.08,29.99,10,10,10,10,5,,0.00,0,,186 +2014-10-3,91,68,46,16,11,5,20,11,6,30.19,30.12,30.06,10,10,10,10,4,,0.00,0,,196 +2014-10-4,93,71,51,18,15,11,20,12,6,30.12,30.03,29.94,10,10,10,9,5,,0.00,0,,201 +2014-10-5,95,73,53,21,17,14,23,12,7,30.02,29.95,29.90,10,10,10,10,6,,0.00,0,,188 +2014-10-6,95,73,53,26,20,14,22,14,7,29.99,29.92,29.84,10,10,10,12,5,,0.00,0,,179 +2014-10-7,95,74,55,37,27,21,30,18,8,29.94,29.87,29.79,10,10,10,10,5,,0.00,1,,175 +2014-10-8,91,72,55,40,34,30,37,25,14,29.91,29.84,29.77,10,10,10,9,5,,0.00,1,,197 +2014-10-9,93,74,55,36,30,23,42,23,10,29.88,29.82,29.75,10,10,10,14,5,,0.00,0,,179 +2014-10-10,90,70,52,35,29,23,32,21,11,29.97,29.91,29.85,10,10,10,10,4,,0.00,0,,178 +2014-10-11,91,70,50,34,31,24,42,24,10,30.03,29.94,29.85,10,10,10,12,5,,0.00,0,,186 +2014-10-12,93,72,52,32,14,-4,38,16,4,29.99,29.92,29.85,10,10,10,22,6,31,0.00,0,,258 +2014-10-13,86,66,46,14,8,2,16,10,6,30.13,30.06,30.00,10,10,10,10,7,,0.00,0,,160 +2014-10-14,88,67,46,33,15,4,24,14,6,30.03,29.93,29.81,10,10,10,17,8,24,0.00,2,,181 +2014-10-15,84,74,61,41,33,22,42,25,10,29.88,29.83,29.74,10,10,8,29,15,37,0.00,1,,177 +2014-10-16,81,64,48,39,35,31,59,37,19,30.00,29.91,29.85,10,10,10,12,5,,0.00,1,,163 +2014-10-17,81,66,50,41,33,22,50,32,12,29.96,29.89,29.82,10,10,10,12,6,,0.00,4,,188 +2014-10-18,84,65,48,41,35,31,59,34,18,29.94,29.88,29.82,10,10,10,12,6,,0.00,0,,190 +2014-10-19,87,70,53,38,35,30,45,29,18,29.92,29.85,29.79,10,10,10,10,5,,0.00,0,,207 +2014-10-20,88,70,52,40,37,32,53,31,17,29.91,29.84,29.76,10,10,10,21,8,29,0.00,2,,196 +2014-10-21,81,66,51,42,36,30,56,34,17,29.91,29.85,29.79,10,10,10,17,8,,0.00,2,,206 +2014-10-22,84,64,46,35,30,25,54,30,13,30.04,29.97,29.88,10,10,10,10,4,,0.00,3,,205 +2014-10-23,88,67,46,31,27,22,44,24,10,30.08,29.99,29.91,10,10,10,17,5,,0.00,1,,185 +2014-10-24,90,68,48,33,25,21,35,21,10,30.06,29.98,29.91,10,10,10,16,4,,0.00,0,,185 +2014-10-25,84,74,63,40,32,26,37,24,13,30.01,29.95,29.91,10,10,10,24,12,32,0.00,0,,195 +2014-10-26,77,64,52,40,35,26,51,36,16,29.96,29.89,29.83,10,10,10,15,8,,0.00,0,,196 +2014-10-27,75,60,44,38,29,22,60,37,16,30.00,29.95,29.89,10,10,10,12,4,,0.00,0,,186 +2014-10-28,79,62,44,26,22,20,40,25,13,30.11,30.06,30.00,10,10,10,9,5,,0.00,0,,196 +2014-10-29,82,62,43,25,19,14,38,21,9,30.17,30.09,30.03,10,10,10,9,4,,0.00,0,,202 +2014-10-30,84,64,45,22,18,13,28,18,10,30.08,29.99,29.90,10,10,10,10,5,,0.00,4,,210 +2014-10-31,77,62,48,47,34,20,58,37,23,29.92,29.82,29.67,10,10,10,24,6,34,0.00,4,,175 +2014-11-1,63,54,46,45,37,32,77,53,34,29.92,29.80,29.70,10,10,9,33,19,43,0.01,1,Rain,207 +2014-11-2,66,52,37,37,30,19,79,47,17,30.10,30.01,29.94,10,10,10,8,4,,0.00,1,,250 +2014-11-3,64,53,41,22,18,13,42,28,15,30.27,30.21,30.12,10,10,10,9,5,,0.00,0,,204 +2014-11-4,69,50,32,17,13,10,44,24,11,30.36,30.29,30.23,10,10,10,9,3,,0.00,1,,196 +2014-11-5,77,57,37,27,19,10,38,24,13,30.30,30.24,30.18,10,10,10,10,5,,0.00,0,,177 +2014-11-6,80,60,41,30,26,21,51,29,14,30.32,30.24,30.17,10,10,10,12,3,,0.00,1,,177 +2014-11-7,80,61,42,28,25,21,45,28,13,30.25,30.17,30.09,10,10,10,10,3,,0.00,0,,211 +2014-11-8,82,62,42,28,25,21,45,28,13,30.22,30.13,30.06,10,10,10,9,4,,0.00,0,,188 +2014-11-9,80,62,45,27,25,22,40,27,14,30.06,29.91,29.76,10,10,10,8,3,,0.00,0,,212 +2014-11-10,81,62,43,32,26,21,47,30,15,29.81,29.75,29.68,10,10,10,9,3,,0.00,0,,215 +2014-11-11,68,56,43,36,31,26,58,41,28,29.86,29.81,29.76,10,10,10,9,4,,0.00,0,,236 +2014-11-12,72,56,39,38,33,28,68,46,28,29.95,29.89,29.83,10,10,9,8,4,,0.00,2,,190 +2014-11-13,75,59,43,42,34,29,62,40,27,29.97,29.88,29.80,10,10,10,26,6,38,0.00,4,,233 +2014-11-14,73,60,48,37,33,29,53,39,21,29.94,29.90,29.85,10,10,10,12,5,,0.00,1,,174 +2014-11-15,71,54,37,33,30,26,65,44,21,30.05,29.95,29.87,10,10,10,10,3,,0.00,0,,248 +2014-11-16,62,49,36,27,-1,-18,39,15,4,30.35,30.27,30.08,10,10,9,23,10,36,0.00,0,,193 +2014-11-17,62,44,27,-6,-9,-12,18,12,6,30.37,30.30,30.24,10,10,10,9,4,,0.00,1,,230 +2014-11-18,63,46,28,2,-3,-10,22,14,8,30.37,30.27,30.19,10,10,10,9,2,,0.00,5,,238 +2014-11-19,68,52,36,37,14,0,44,24,11,30.20,30.10,30.02,10,10,10,18,5,28,0.00,2,,213 +2014-11-20,66,52,37,37,29,20,58,41,27,30.11,30.00,29.86,10,10,10,15,5,,0.00,4,,207 +2014-11-21,68,55,42,36,33,25,70,46,21,30.07,29.97,29.85,10,10,10,15,8,,0.00,0,,179 +2014-11-22,64,50,36,36,32,26,68,49,29,30.10,29.99,29.86,10,10,10,13,4,,0.00,0,,219 +2014-11-23,64,52,39,32,20,10,60,34,13,30.30,30.22,30.04,10,10,10,8,5,,0.00,0,,167 +2014-11-24,64,47,30,21,13,8,52,29,12,30.45,30.37,30.27,10,10,10,10,6,,0.00,2,,186 +2014-11-25,66,48,30,10,8,5,35,22,10,30.54,30.44,30.37,10,10,10,9,4,,0.00,0,,198 +2014-11-26,70,51,32,12,9,5,32,21,11,30.44,30.36,30.29,10,10,10,8,3,,0.00,0,,210 +2014-11-27,72,53,34,16,13,10,39,25,11,30.33,30.23,30.14,10,10,10,9,3,,0.00,0,,213 +2014-11-28,70,52,33,17,11,-1,40,22,8,30.12,29.99,29.86,10,10,10,16,4,,0.00,0,,227 +2014-11-29,77,60,44,21,12,5,23,16,10,29.88,29.81,29.74,10,10,10,20,9,28,0.00,0,,240 +2014-11-30,66,59,52,46,35,10,62,45,17,30.05,29.89,29.77,10,10,10,31,14,43,0.00,0,,187 +2014-12-1,61,50,39,44,39,34,83,63,52,30.23,30.14,30.06,10,10,10,13,7,,0.00,4,,186 +2014-12-2,50,47,44,50,46,33,100,93,63,30.09,30.01,29.95,10,6,2,9,3,,1.16,7,Rain,223 +2014-12-3,60,55,50,53,51,48,100,92,75,30.05,29.99,29.94,10,7,2,8,2,,0.00,8,Rain,184 +2014-12-4,63,56,48,53,49,46,93,84,56,30.08,29.98,29.94,10,9,7,9,2,,0.00,4,,203 +2014-12-5,60,53,46,52,49,45,93,84,67,30.20,30.15,30.09,10,9,6,6,2,,0.00,3,,225 +2014-12-6,63,52,42,51,46,41,100,87,56,30.29,30.24,30.16,10,6,0,8,4,,0.00,3,Fog,196 +2014-12-7,63,51,39,46,42,39,97,78,46,30.35,30.27,30.21,10,10,7,7,3,,0.00,0,,233 +2014-12-8,66,52,39,44,41,38,93,71,38,30.26,30.20,30.15,10,10,10,8,4,,0.00,1,,213 +2014-12-9,66,52,37,42,39,35,97,70,34,30.25,30.16,30.10,10,10,10,8,5,,0.00,2,,220 +2014-12-10,60,48,37,43,39,35,93,73,49,30.13,30.05,29.97,10,10,10,9,3,,0.00,4,,224 +2014-12-11,62,52,41,44,41,38,93,73,44,29.98,29.91,29.85,10,10,9,14,4,,0.00,5,,169 +2014-12-12,54,50,46,50,43,36,100,79,66,29.95,29.87,29.76,10,10,5,20,11,24,0.21,6,Rain,188 +2014-12-13,57,47,37,40,36,34,86,69,42,30.14,30.07,29.95,10,10,10,13,6,,0.00,0,,214 +2014-12-14,54,43,32,38,35,30,92,77,49,30.19,30.14,30.09,10,10,10,8,4,,0.00,0,,238 +2014-12-15,51,42,32,39,35,30,96,80,50,30.17,30.09,30.02,10,10,3,6,3,,0.07,6,Rain,223 +2014-12-16,48,41,34,41,38,33,97,88,69,30.07,30.02,29.99,10,9,5,8,3,,0.01,6,Rain,206 +2014-12-17,53,47,37,43,41,35,97,85,66,30.10,30.01,29.94,10,7,4,12,2,,0.01,6,Rain,220 +2014-12-18,54,44,33,39,36,32,96,78,49,30.26,30.19,30.10,10,10,10,6,3,,0.00,4,,194 +2014-12-19,52,42,33,41,37,32,96,82,59,30.29,30.22,30.17,10,10,10,8,4,,0.00,0,,210 +2014-12-20,37,37,36,35,35,35,97,95,93,30.19,30.19,30.18,10,10,9,6,2,,0.00,0,,220 +2014-12-22,61,50,39,44,42,38,97,75,54,30.19,30.13,30.06,10,10,5,10,4,,0.00,0,,230 +2014-12-23,68,52,35,43,38,34,96,68,30,30.27,30.21,30.16,10,10,10,8,3,,0.00,0,,153 +2014-12-24,60,48,36,41,37,33,93,66,41,30.19,29.96,29.67,10,10,3,31,5,41,0.00,2,,248 +2014-12-25,53,47,41,29,15,9,46,29,17,30.01,29.89,29.64,10,10,10,32,18,39,0.00,0,,319 +2014-12-26,51,42,34,16,13,10,44,31,19,30.28,30.14,30.01,10,10,10,13,8,,0.00,0,,332 +2014-12-27,46,37,27,18,15,11,66,44,23,30.46,30.39,30.30,10,10,10,9,3,,0.00,0,,186 +2014-12-28,50,38,25,21,18,14,75,54,24,30.36,30.26,30.15,10,10,10,8,4,,0.00,0,,221 +2014-12-29,48,33,21,22,19,17,82,64,28,30.23,30.16,30.07,10,10,10,7,3,,0.00,0,,249 diff --git a/matplotlib_dataScience/highs_lows.ipynb b/matplotlib_dataScience/highs_lows.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..cd6eb089015899328471c54bb49a4e0a0dc0a7e3 --- /dev/null +++ b/matplotlib_dataScience/highs_lows.ipynb @@ -0,0 +1,372 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "id": "9f8e6207", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 AKDT\n", + "1 Max TemperatureF\n", + "2 Mean TemperatureF\n", + "3 Min TemperatureF\n", + "4 Max Dew PointF\n", + "5 MeanDew PointF\n", + "6 Min DewpointF\n", + "7 Max Humidity\n", + "8 Mean Humidity\n", + "9 Min Humidity\n", + "10 Max Sea Level PressureIn\n", + "11 Mean Sea Level PressureIn\n", + "12 Min Sea Level PressureIn\n", + "13 Max VisibilityMiles\n", + "14 Mean VisibilityMiles\n", + "15 Min VisibilityMiles\n", + "16 Max Wind SpeedMPH\n", + "17 Mean Wind SpeedMPH\n", + "18 Max Gust SpeedMPH\n", + "19 PrecipitationIn\n", + "20 CloudCover\n", + "21 Events\n", + "22 WindDirDegrees\n", + "['64', '71', '64', '59', '69', '62', '61', '55', '57', '61', '57', '59', '57', '61', '64', '61', '59', '63', '60', '57', '69', '63', '62', '59', '57', '57', '61', '59', '61', '61', '66']\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import csv\n", + "\n", + "from matplotlib import pyplot as plt\n", + "\n", + "filename = \"sitka_weather_07-2014.csv\"\n", + "with open(filename) as f:\n", + " reader = csv.reader(f)\n", + " header_row = next(reader)\n", + " # print(header_row)\n", + " \n", + " for index, column_header in enumerate(header_row):\n", + " print(index, column_header)\n", + " \n", + " highs = []\n", + " for row in reader:\n", + " highs.append(row[1])\n", + " \n", + " print(highs)\n", + " \n", + "#根据数据绘制图形\n", + "fig = plt.figure(dpi=128, figsize=(10, 6))\n", + "plt.plot(highs, c='red')\n", + "\n", + "#设置图形的格式\n", + "plt.title(\"Daily high temperatures, July 2014\", fontsize=24)\n", + "plt.xlabel('', fontsize=16)\n", + "plt.ylabel(\"Temperature(F)\", fontsize=16)\n", + "plt.tick_params(axis='both', which='major', labelsize=16)\n", + "\n", + "plt.show()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "23630da6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2014-07-01 00:00:00\n" + ] + } + ], + "source": [ + "from datetime import datetime\n", + "first_date = datetime.strptime('2014-7-1', '%Y-%m-%d')\n", + "print(first_date)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "618481e6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import csv\n", + "from datetime import datetime\n", + "\n", + "from matplotlib import pyplot as plt\n", + "\n", + "#从文件中获取日期和最高气温\n", + "filename = 'sitka_weather_07-2014.csv'\n", + "with open(filename) as f:\n", + " reader = csv.reader(f)\n", + " header_row = next(reader)\n", + " \n", + " dates, highs = [], []\n", + " for row in reader:\n", + " current_date = datetime.strptime(row[0], \"%Y-%m-%d\")\n", + " dates.append(current_date)\n", + " \n", + " high = int(row[1])\n", + " highs.append(high)\n", + " \n", + " #根据数据绘制图形\n", + " fig = plt.figure(dpi=128, figsize=(10, 6))\n", + " plt.plot(dates, highs, c='red')\n", + " \n", + " #设置图形的格式\n", + " plt.title(\"Daily high temperatures, July 2014\", fontsize=24)\n", + " plt.xlabel('', fontsize=16)\n", + " fig.autofmt_xdate()\n", + " plt.ylabel(\"Temperature (F)\", fontsize=16)\n", + " plt.tick_params(axis='both', which='major', labelsize=16)\n", + " \n", + " plt.show()\n", + " \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "23496ab1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import csv\n", + "from datetime import datetime\n", + "\n", + "from matplotlib import pyplot as plt\n", + "\n", + "#从文件中获取日期和最高气温\n", + "filename = 'sitka_weather_2014.csv'\n", + "with open(filename) as f:\n", + " reader = csv.reader(f)\n", + " header_row = next(reader)\n", + " \n", + " dates, highs = [], []\n", + " for row in reader:\n", + " current_date = datetime.strptime(row[0], \"%Y-%m-%d\")\n", + " dates.append(current_date)\n", + " \n", + " high = int(row[1])\n", + " highs.append(high)\n", + " \n", + " #根据数据绘制图形\n", + " fig = plt.figure(dpi=128, figsize=(10, 6))\n", + " plt.plot(dates, highs, c='red')\n", + " \n", + " #设置图形的格式\n", + " plt.title(\"Daily high temperatures - 2014\", fontsize=24)\n", + " plt.xlabel('', fontsize=16)\n", + " fig.autofmt_xdate()\n", + " plt.ylabel(\"Temperature (F)\", fontsize=16)\n", + " plt.tick_params(axis='both', which='major', labelsize=16)\n", + " \n", + " plt.show()\n", + " \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "57319461", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import csv\n", + "from datetime import datetime\n", + "\n", + "from matplotlib import pyplot as plt\n", + "\n", + "#从文件中获取日期,最高气温和最低气温\n", + "filename = 'sitka_weather_2014.csv'\n", + "with open(filename) as f:\n", + " reader = csv.reader(f)\n", + " header_row = next(reader)\n", + " \n", + " dates, highs, lows = [], [], []\n", + " for row in reader:\n", + " current_date = datetime.strptime(row[0], \"%Y-%m-%d\")\n", + " dates.append(current_date)\n", + " \n", + " high = int(row[1])\n", + " highs.append(high)\n", + " \n", + " low = int(row[3])\n", + " lows.append(low)\n", + " \n", + " #根据数据绘制图形\n", + " fig = plt.figure(dpi=128, figsize=(10, 6))\n", + " plt.plot(dates, highs, c='red', alpha=0.5)\n", + " plt.plot(dates, lows, c='blue', alpha=0.5)\n", + " plt.fill_between(dates, highs, lows, facecolor='blue', alpha=0.1)\n", + " \n", + " #设置图形的格式\n", + " plt.title(\"Daily high and low temperatures - 2014\", fontsize=24)\n", + " plt.xlabel('', fontsize=16)\n", + " fig.autofmt_xdate()\n", + " plt.ylabel(\"Temperature (F)\", fontsize=16)\n", + " plt.tick_params(axis='both', which='major', labelsize=16)\n", + " \n", + " plt.show()\n", + " \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "9abac8ca", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2014-02-16 00:00:00 missing date\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import csv\n", + "from datetime import datetime\n", + "\n", + "from matplotlib import pyplot as plt\n", + "\n", + "#从文件中获取日期,最高气温和最低气温\n", + "filename = 'death_valley_2014.csv'\n", + "with open(filename) as f:\n", + " reader = csv.reader(f)\n", + " header_row = next(reader)\n", + " \n", + " dates, highs, lows = [], [], []\n", + " for row in reader:\n", + " try:\n", + " current_date = datetime.strptime(row[0], \"%Y-%m-%d\")\n", + " high = int(row[1])\n", + " low = int(row[3])\n", + " except ValueError:\n", + " print(current_date, 'missing date')\n", + " else:\n", + " dates.append(current_date)\n", + " highs.append(high)\n", + " lows.append(low)\n", + " \n", + " #根据数据绘制图形\n", + " fig = plt.figure(dpi=128, figsize=(10, 6))\n", + " plt.plot(dates, highs, c='red', alpha=0.5)\n", + " plt.plot(dates, lows, c='blue', alpha=0.5)\n", + " plt.fill_between(dates, highs, lows, facecolor='blue', alpha=0.1)\n", + " \n", + " #设置图形的格式\n", + " plt.title(\"Daily high and low temperatures - 2014\\nDeath Valley, CA\", fontsize=24)\n", + " plt.xlabel('', fontsize=16)\n", + " fig.autofmt_xdate()\n", + " plt.ylabel(\"Temperature (F)\", fontsize=16)\n", + " plt.tick_params(axis='both', which='major', labelsize=16)\n", + " \n", + " plt.show()\n", + " \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd20b195", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10 (default, Jun 22 2022, 20:18:18) \n[GCC 9.4.0]" + }, + "vscode": { + "interpreter": { + "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/data/sitka_weather_07-2014.csv b/matplotlib_dataScience/sitka_weather_07-2014.csv similarity index 100% rename from data/sitka_weather_07-2014.csv rename to matplotlib_dataScience/sitka_weather_07-2014.csv diff --git a/matplotlib_dataScience/sitka_weather_2014.csv b/matplotlib_dataScience/sitka_weather_2014.csv new file mode 100644 index 0000000000000000000000000000000000000000..fe0b9231add4b80722db36d48f50e7e26f45dec4 --- /dev/null +++ b/matplotlib_dataScience/sitka_weather_2014.csv @@ -0,0 +1,357 @@ +AKST,Max TemperatureF,Mean TemperatureF,Min TemperatureF,Max Dew PointF,MeanDew PointF,Min DewpointF,Max Humidity, Mean Humidity, Min Humidity, Max Sea Level PressureIn, Mean Sea Level PressureIn, Min Sea Level PressureIn, Max VisibilityMiles, Mean VisibilityMiles, Min VisibilityMiles, Max Wind SpeedMPH, Mean Wind SpeedMPH, Max Gust SpeedMPH,PrecipitationIn, CloudCover, Events, WindDirDegrees +2014-1-1,46,42,37,40,38,36,97,86,76,29.95,29.77,29.57,10,8,2,25,14,36,0.69,8,Rain,138 +2014-1-2,41,38,35,38,35,32,97,89,76,30.09,29.90,29.81,10,9,4,14,7,22,0.34,8,Rain,92 +2014-1-3,39,36,34,38,36,33,100,97,93,30.43,30.32,30.10,10,9,2,8,3,,0.02,7,Rain,102 +2014-1-4,43,38,34,35,33,31,97,82,62,30.43,30.32,30.20,10,10,10,20,6,25,0.00,6,Rain,107 +2014-1-5,44,42,41,42,36,32,97,77,63,30.20,30.02,29.88,10,8,2,26,17,36,0.37,8,Rain,113 +2014-1-6,44,42,41,43,41,37,100,93,82,30.00,29.92,29.78,10,8,2,14,6,,0.52,8,Rain,111 +2014-1-7,44,42,39,41,39,37,100,92,76,29.77,29.71,29.57,10,7,2,21,8,24,0.33,8,Rain,119 +2014-1-8,44,42,39,40,39,35,100,92,71,29.54,29.27,29.16,10,9,6,14,4,,0.44,8,Rain,4 +2014-1-9,41,39,37,39,36,33,97,87,73,29.53,29.38,29.17,10,9,5,18,7,14,0.39,8,Rain,269 +2014-1-10,39,36,30,36,34,30,97,93,79,29.59,29.49,29.12,10,9,4,13,6,,0.24,7,Rain,89 +2014-1-11,36,32,30,33,32,29,100,95,81,29.33,29.22,29.11,10,6,0,13,3,,0.28,7,Fog-Rain-Snow,92 +2014-1-12,43,38,34,39,35,31,93,82,68,29.60,29.25,29.07,10,8,2,26,16,37,0.24,8,Rain-Snow,258 +2014-1-13,48,42,37,46,38,33,93,85,73,30.03,29.82,29.61,10,6,2,31,17,45,1.48,8,Rain,182 +2014-1-14,48,45,42,46,42,34,100,87,68,30.20,29.68,29.41,10,5,2,29,20,45,3.59,8,Rain,211 +2014-1-15,48,44,41,41,38,35,93,83,68,30.34,30.26,30.07,10,9,4,16,10,23,0.24,8,Rain,140 +2014-1-16,51,48,46,44,42,40,93,82,71,30.11,30.04,29.98,10,8,2,25,15,40,0.24,8,Rain,132 +2014-1-17,55,50,44,43,35,27,96,61,33,30.10,29.84,29.57,10,9,3,25,13,34,0.09,4,Rain,107 +2014-1-18,48,44,39,44,40,36,97,89,71,30.09,29.86,29.53,10,7,3,17,11,23,0.61,8,Rain,186 +2014-1-19,45,41,37,38,34,31,93,77,58,30.17,30.14,30.10,10,10,8,16,9,,0.10,7,Rain,108 +2014-1-20,46,44,41,41,36,34,96,76,65,30.16,30.07,29.96,10,10,8,21,11,26,0.34,7,Rain,103 +2014-1-21,54,50,46,38,35,32,68,56,43,29.99,29.93,29.87,10,10,10,20,16,25,0.00,7,Rain,110 +2014-1-22,54,50,48,49,43,38,89,76,61,30.22,30.12,30.01,10,8,3,26,14,38,1.24,8,Rain,124 +2014-1-23,55,50,44,49,47,43,96,83,75,30.42,30.32,30.20,10,8,2,23,13,33,0.17,7,Rain,168 +2014-1-24,48,44,39,42,39,37,96,90,77,30.42,30.35,30.26,10,9,6,10,3,,0.00,0,,16 +2014-1-25,46,42,37,41,39,36,100,93,80,30.25,30.20,30.18,10,10,7,5,2,,0.00,0,,3 +2014-1-26,46,40,35,39,37,35,100,88,71,30.25,30.10,29.90,10,10,10,9,2,,0.00,0,,18 +2014-1-27,55,50,44,42,37,32,90,64,40,30.04,29.96,29.90,10,10,8,15,9,15,0.00,5,Rain,34 +2014-1-28,44,42,37,43,41,36,100,95,92,30.16,30.12,30.05,10,7,2,9,3,,0.54,7,Rain,31 +2014-1-29,43,38,33,37,34,33,100,89,71,30.14,30.08,30.03,10,7,0,14,4,,0.00,6,Fog,26 +2014-1-30,42,36,30,35,32,29,96,89,70,30.11,30.08,30.04,10,10,10,5,2,,0.00,0,,101 +2014-1-31,37,32,28,32,30,28,96,89,82,30.16,30.12,30.09,10,10,10,9,3,,0.00,6,Rain,96 +2014-2-1,39,34,28,31,28,25,96,85,70,30.29,30.22,30.16,10,10,10,6,2,,0.00,1,,85 +2014-2-2,42,35,28,25,20,15,85,61,34,30.39,30.33,30.28,10,10,10,8,4,,0.00,0,,90 +2014-2-3,37,34,30,16,12,6,54,42,32,30.54,30.48,30.40,10,10,10,13,6,21,0.00,1,,91 +2014-2-4,34,30,25,11,6,1,53,37,26,30.62,30.59,30.56,10,10,10,10,7,,0.00,0,,92 +2014-2-5,35,29,23,11,6,1,58,39,27,30.60,30.56,30.47,10,10,10,10,5,,0.00,0,,83 +2014-2-6,32,26,21,17,12,8,75,56,40,30.45,30.17,29.87,10,10,10,8,4,,0.00,0,,99 +2014-2-7,36,30,23,25,20,16,85,70,59,30.07,29.95,29.85,10,10,10,7,4,,0.00,3,,108 +2014-2-8,33,27,21,18,15,10,82,61,40,30.15,30.10,30.04,10,10,10,9,4,,0.00,2,,96 +2014-2-9,28,26,25,16,8,4,66,46,38,30.03,29.96,29.87,10,10,10,22,11,30,0.00,4,,102 +2014-2-10,32,28,21,8,2,-2,51,36,28,29.85,29.64,29.51,10,10,10,17,10,25,0.00,1,,81 +2014-2-11,28,24,19,17,11,3,75,57,45,29.70,29.51,29.29,10,10,10,18,8,23,0.00,1,,63 +2014-2-12,33,25,18,26,22,12,86,76,63,29.45,29.41,29.35,10,6,0,18,11,22,0.00,7,Snow,103 +2014-2-13,36,33,30,32,28,14,100,84,44,29.32,29.26,29.09,10,5,0,23,14,31,0.21,6,Fog-Snow,111 +2014-2-14,39,36,33,34,33,30,100,89,70,29.29,29.09,28.87,10,7,1,23,10,32,0.66,8,Rain-Snow,55 +2014-2-15,44,36,28,34,32,25,100,82,63,29.20,28.95,28.81,10,6,0,30,19,51,0.51,8,Fog-Rain-Snow,120 +2014-2-16,37,34,30,29,27,25,92,79,64,29.22,29.11,29.01,10,8,1,16,9,23,0.04,7,Snow,96 +2014-2-17,37,34,32,34,31,26,96,83,62,29.31,29.22,29.01,10,8,2,24,10,31,0.02,8,Rain-Snow,103 +2014-2-18,39,34,28,32,27,23,100,80,53,29.39,29.27,29.15,10,8,1,13,7,,0.09,6,Snow,92 +2014-2-19,37,32,28,32,29,26,96,86,70,29.66,29.58,29.41,10,7,2,13,4,,0.02,7,Snow,102 +2014-2-20,35,32,28,32,29,26,96,89,78,30.17,29.89,29.66,10,6,0,21,8,22,0.16,7,Snow,283 +2014-2-21,37,32,28,28,27,24,96,85,64,30.27,30.22,30.18,10,8,1,9,6,,0.01,7,Snow,84 +2014-2-22,33,30,28,25,13,4,88,50,33,30.32,30.30,30.27,10,10,10,14,7,21,0.00,0,,91 +2014-2-23,37,32,27,19,7,0,59,35,24,30.31,30.17,30.06,10,10,10,10,7,23,0.00,0,,70 +2014-2-24,39,31,23,21,14,6,69,50,27,30.14,30.12,30.08,10,10,10,14,5,,0.00,2,,73 +2014-2-25,45,38,30,34,26,20,79,63,42,30.12,30.05,29.98,10,10,10,14,6,,0.00,3,,323 +2014-2-26,46,40,35,40,36,33,96,85,68,29.96,29.82,29.73,10,10,10,6,2,,0.00,3,,80 +2014-2-27,43,38,33,37,34,30,92,82,71,29.93,29.84,29.75,10,10,10,7,3,,0.00,5,,17 +2014-2-28,46,40,33,35,29,22,92,68,42,29.94,29.93,29.91,10,10,10,8,3,,0.00,2,,350 +2014-3-1,42,35,28,21,13,6,61,42,27,29.96,29.92,29.85,10,10,10,16,5,25,0.00,0,,90 +2014-3-2,35,31,26,5,1,-2,36,29,23,29.84,29.79,29.74,10,10,10,15,8,,0.00,0,,82 +2014-3-3,30,26,23,5,-1,-5,43,32,26,29.98,29.86,29.78,10,10,10,12,6,,0.00,1,,86 +2014-3-4,28,26,25,19,13,6,75,57,43,30.07,30.03,29.97,10,10,8,16,10,,0.00,8,Snow,106 +2014-3-5,36,28,21,20,14,7,88,59,30,29.95,29.70,29.54,10,10,10,8,3,,0.00,0,,358 +2014-3-6,37,28,19,20,12,6,71,49,30,29.72,29.62,29.53,10,10,10,13,4,,0.00,0,,130 +2014-3-7,45,38,32,36,29,16,82,66,52,29.68,29.40,29.17,10,10,5,28,11,37,0.08,8,Rain-Snow,99 +2014-3-8,45,43,41,41,38,36,93,87,71,29.26,29.15,29.04,10,7,3,22,16,31,1.28,8,Rain,131 +2014-3-9,41,38,36,38,36,34,100,90,79,29.83,29.54,29.23,10,8,2,16,9,24,0.83,8,Rain,142 +2014-3-10,46,40,35,38,35,32,100,85,63,29.94,29.86,29.78,10,9,5,31,11,40,0.25,7,Rain,109 +2014-3-11,45,42,39,45,39,35,100,89,68,29.83,29.72,29.65,10,6,1,18,12,25,1.29,8,Rain,126 +2014-3-12,44,40,37,37,35,32,96,84,71,30.06,29.91,29.70,10,9,7,20,9,21,0.09,7,Rain,155 +2014-3-13,45,42,39,34,32,30,82,67,58,30.01,29.72,29.32,10,10,4,20,13,26,0.04,8,Rain,113 +2014-3-14,44,39,35,40,35,29,93,84,58,29.89,29.64,29.27,10,8,2,17,11,28,0.37,8,Rain-Snow,157 +2014-3-15,43,39,35,37,33,29,93,80,58,29.85,29.48,29.37,10,9,6,17,8,24,0.32,8,Rain,48 +2014-3-16,39,36,34,36,30,21,93,79,49,30.00,29.74,29.45,10,9,5,22,14,,0.12,7,Rain-Snow,317 +2014-3-17,43,39,35,38,35,28,89,83,76,30.01,29.96,29.88,10,9,4,14,10,,0.22,8,Rain-Snow,130 +2014-3-18,39,36,34,36,34,31,97,87,73,29.95,29.69,29.54,10,7,2,21,10,,0.55,8,Rain-Snow,343 +2014-3-19,42,37,32,35,33,30,100,90,70,30.10,29.93,29.82,10,8,2,13,6,,0.10,6,Rain-Snow,112 +2014-3-20,42,34,28,34,31,28,96,85,67,30.33,30.26,30.12,10,10,10,9,3,,0.00,2,,212 +2014-3-21,44,36,30,30,26,21,92,65,47,30.33,30.22,30.13,10,10,10,22,8,29,0.00,4,,99 +2014-3-22,45,39,34,26,19,16,60,45,32,30.37,30.26,30.15,10,10,10,14,8,,0.00,2,,92 +2014-3-23,44,36,30,17,13,9,54,38,28,30.38,30.32,30.24,10,10,10,16,8,22,0.00,0,,93 +2014-3-24,43,40,37,23,11,3,49,30,23,30.22,29.96,29.70,10,10,10,20,12,29,0.00,6,,76 +2014-3-25,46,42,37,27,23,20,60,48,42,29.68,29.59,29.51,10,10,10,17,8,24,0.00,5,,86 +2014-3-26,44,42,39,26,22,16,58,47,36,29.73,29.65,29.54,10,10,10,13,5,17,0.00,8,,96 +2014-3-27,44,40,37,25,20,16,57,45,37,29.76,29.75,29.73,10,10,10,16,8,,0.00,6,,91 +2014-3-28,48,38,30,25,20,16,67,49,33,29.76,29.63,29.54,10,10,10,16,4,,0.00,1,,351 +2014-3-29,51,42,33,28,22,18,70,48,28,29.69,29.62,29.57,10,10,10,12,4,,0.00,2,,8 +2014-3-30,50,42,35,34,28,24,70,60,42,29.99,29.83,29.70,10,10,10,8,3,,0.00,3,,334 +2014-3-31,48,42,35,38,33,30,82,72,56,30.07,30.03,29.99,10,10,10,20,4,,0.00,2,,312 +2014-4-1,42,38,35,33,32,30,89,80,70,30.00,29.93,29.89,10,10,10,10,3,,0.00,7,,167 +2014-4-2,42,38,33,36,33,32,96,86,70,29.89,29.76,29.68,10,10,7,10,3,,0.08,7,Rain,103 +2014-4-3,45,38,32,34,32,30,96,78,58,29.75,29.73,29.69,10,10,10,16,4,,0.00,4,,348 +2014-4-4,44,37,30,35,30,25,89,71,47,29.72,29.65,29.54,10,10,5,17,6,24,0.08,7,Rain,114 +2014-4-5,45,42,39,40,37,34,97,87,76,29.75,29.59,29.50,10,8,4,17,9,23,0.59,8,Rain,123 +2014-4-6,48,42,39,40,37,34,93,79,61,29.88,29.76,29.44,10,9,5,18,8,24,0.16,8,Rain,124 +2014-4-7,48,44,39,43,40,36,96,88,71,29.48,29.37,29.22,10,4,1,31,18,45,1.15,8,Rain,160 +2014-4-8,45,41,37,38,36,33,93,83,70,29.77,29.68,29.49,10,9,2,20,11,30,0.28,8,Rain,202 +2014-4-9,42,38,36,39,36,33,100,87,73,29.81,29.68,29.53,10,8,2,22,8,26,0.47,8,Rain,134 +2014-4-10,43,40,37,39,35,27,97,83,60,29.83,29.77,29.68,10,8,2,16,5,16,0.07,8,Rain,280 +2014-4-11,50,40,33,32,28,22,92,62,39,30.32,30.14,29.85,10,10,10,22,12,22,0.00,0,,338 +2014-4-12,46,38,30,36,31,27,85,72,53,30.35,30.33,30.30,10,10,10,7,3,,0.00,1,,190 +2014-4-13,46,40,35,34,31,28,82,68,52,30.31,30.24,30.09,10,10,10,6,2,,0.00,6,,239 +2014-4-14,46,42,39,42,39,33,93,86,73,30.07,29.86,29.79,10,10,8,10,3,,0.10,8,Rain,302 +2014-4-15,45,44,42,42,40,39,97,89,82,29.93,29.89,29.82,10,9,4,10,3,,0.10,8,Rain,250 +2014-4-16,53,46,41,40,36,32,96,68,47,29.91,29.69,29.40,10,10,10,14,6,21,0.01,7,,104 +2014-4-17,48,45,42,42,39,34,92,80,63,29.57,29.39,29.28,10,10,5,12,8,,0.07,8,Rain,312 +2014-4-18,48,44,39,40,37,30,93,79,48,29.80,29.72,29.59,10,9,4,15,8,,0.38,6,Rain,126 +2014-4-19,52,49,46,37,32,28,66,52,44,29.57,29.38,29.29,10,10,10,24,17,39,0.00,6,Rain,102 +2014-4-20,53,48,44,39,36,33,82,67,50,29.78,29.70,29.43,10,10,9,20,14,30,0.07,8,Rain,121 +2014-4-21,46,44,37,38,36,34,86,73,61,30.04,29.94,29.78,10,10,10,17,10,24,0.00,5,Rain,157 +2014-4-22,50,42,35,40,36,32,92,81,63,29.95,29.80,29.74,10,10,10,22,8,,0.00,3,,321 +2014-4-23,46,43,41,39,38,37,93,82,74,29.78,29.75,29.69,10,10,8,12,8,,0.00,7,,298 +2014-4-24,50,44,39,39,36,34,89,78,66,29.81,29.71,29.68,10,10,10,20,7,,0.00,5,,310 +2014-4-25,50,42,37,39,37,34,89,77,63,29.84,29.77,29.63,10,10,10,12,6,,0.00,2,,288 +2014-4-26,53,47,42,38,34,30,82,58,45,29.61,29.47,29.39,10,10,10,21,9,31,0.00,6,,105 +2014-4-27,48,46,42,41,39,33,89,76,54,29.73,29.51,29.37,10,10,5,16,11,23,0.04,7,Rain,175 +2014-4-28,50,46,42,41,38,35,92,77,57,29.91,29.87,29.75,10,10,10,18,6,30,0.01,8,Rain,98 +2014-4-29,50,46,42,41,38,35,86,75,61,30.29,30.16,29.88,10,10,4,22,14,36,0.19,5,Rain,168 +2014-4-30,57,47,39,42,38,36,93,71,49,30.38,30.29,30.24,10,10,10,13,2,,0.00,2,,275 +2014-5-1,68,54,41,42,34,24,86,53,20,30.38,30.22,30.00,10,10,10,13,3,22,0.00,0,,36 +2014-5-2,71,62,55,31,24,19,40,23,16,29.99,29.97,29.94,10,10,10,17,6,24,0.00,1,,99 +2014-5-3,66,57,48,30,20,11,48,25,12,29.99,29.96,29.91,10,10,10,17,5,23,0.00,0,,69 +2014-5-4,60,49,41,44,36,25,86,62,44,30.00,29.97,29.93,10,10,10,10,3,,0.00,0,,227 +2014-5-5,51,48,44,43,41,39,86,79,71,30.12,30.04,29.96,10,10,10,18,9,,0.00,7,,312 +2014-5-6,51,48,44,40,39,37,82,73,63,30.12,30.08,30.00,10,10,10,12,7,,0.00,5,,267 +2014-5-7,53,48,44,41,37,30,82,65,44,29.99,29.85,29.76,10,10,9,15,4,21,0.00,7,,247 +2014-5-8,57,50,44,45,42,39,93,76,53,29.76,29.70,29.67,10,10,9,8,4,,0.05,7,Rain,311 +2014-5-9,61,52,43,47,44,40,93,76,60,29.99,29.79,29.68,10,10,10,18,4,,0.00,0,,300 +2014-5-10,52,50,48,45,44,42,87,82,77,30.23,30.15,30.01,10,10,10,12,7,,0.00,7,,277 +2014-5-11,48,47,46,43,42,41,83,80,77,30.29,30.26,30.24,10,10,10,7,3,,0.00,8,,245 +2014-5-12,57,51,45,46,44,41,93,73,55,30.27,30.23,30.20,10,10,10,13,5,,0.01,7,Rain,111 +2014-5-13,59,54,50,52,48,46,89,79,67,30.24,30.17,30.09,10,10,7,18,5,24,0.10,8,Rain,141 +2014-5-14,52,50,48,48,47,45,93,88,83,30.34,30.22,30.15,10,10,8,10,6,,0.01,8,Rain,241 +2014-5-15,57,52,48,48,47,44,96,86,67,30.35,30.27,30.13,10,10,8,8,2,,0.00,5,Rain,232 +2014-5-16,70,57,46,48,44,40,90,62,42,30.11,29.97,29.88,10,10,10,9,3,,0.00,0,,211 +2014-5-17,57,54,50,49,48,46,96,84,72,29.96,29.95,29.89,10,9,2,14,7,,0.00,6,,261 +2014-5-18,51,49,48,48,46,44,100,90,80,29.95,29.91,29.81,10,8,1,10,6,,0.00,8,,218 +2014-5-19,51,50,46,46,44,41,93,83,71,29.82,29.77,29.72,10,9,3,21,10,30,0.03,8,Rain,180 +2014-5-20,51,48,45,43,42,40,86,80,74,29.94,29.86,29.82,10,10,6,14,9,20,0.12,8,Rain,150 +2014-5-21,57,50,44,44,41,37,90,73,55,29.94,29.83,29.72,10,10,10,16,7,,0.04,6,Rain,346 +2014-5-22,59,49,41,45,42,38,89,74,60,29.73,29.68,29.63,10,10,10,22,6,,0.00,3,,313 +2014-5-23,57,50,44,46,43,41,93,77,62,30.06,29.90,29.73,10,10,10,13,5,,0.00,3,,219 +2014-5-24,55,50,46,45,43,41,86,78,62,30.10,30.07,30.03,10,10,10,9,3,,0.00,4,,159 +2014-5-25,64,54,44,47,41,39,90,65,43,30.02,29.97,29.92,10,10,10,17,5,,0.00,2,,308 +2014-5-26,57,51,45,45,43,39,82,71,62,30.23,30.10,29.97,10,10,10,21,10,,0.00,4,,322 +2014-5-27,54,52,50,43,41,39,77,70,57,30.33,30.29,30.23,10,10,10,15,10,,0.00,8,,312 +2014-5-28,52,50,48,47,44,41,93,80,71,30.30,30.23,30.15,10,9,3,7,4,,0.00,8,,240 +2014-5-29,57,52,48,48,47,46,100,88,72,30.19,30.15,30.13,10,8,2,9,2,,0.03,8,Rain,234 +2014-5-30,53,52,50,49,48,45,92,88,77,30.19,30.13,30.07,10,9,2,15,5,21,0.07,8,Rain,201 +2014-5-31,53,50,46,50,47,39,100,89,63,30.35,30.20,30.08,10,6,1,16,8,24,0.24,8,Rain,191 +2014-6-1,55,50,45,45,41,37,93,74,57,30.36,30.33,30.27,10,10,10,16,5,,0.00,6,,299 +2014-6-2,55,50,46,46,45,43,93,85,71,30.26,30.22,30.19,10,9,3,20,6,,0.05,8,Rain,286 +2014-6-3,50,47,44,44,43,41,93,82,74,30.19,30.15,30.14,10,9,4,13,4,,0.14,7,Rain,306 +2014-6-4,60,51,45,49,45,42,97,86,70,30.30,30.23,30.18,10,8,2,9,2,,0.00,8,,222 +2014-6-5,55,50,46,45,44,42,90,77,66,30.29,30.26,30.19,10,10,10,13,4,,0.00,4,,215 +2014-6-6,59,52,44,48,44,41,93,74,55,30.18,30.11,30.02,10,10,10,7,3,,0.02,3,Rain,320 +2014-6-7,55,52,50,53,50,45,97,92,77,30.01,29.96,29.88,10,6,2,15,6,20,0.42,8,Rain,217 +2014-6-8,54,50,48,48,46,45,93,85,76,29.97,29.88,29.82,10,8,2,17,10,24,0.74,8,Rain,160 +2014-6-9,57,52,48,49,47,46,97,87,74,30.12,30.06,29.97,10,9,4,12,6,,0.35,8,Rain,148 +2014-6-10,59,52,48,48,47,45,97,84,64,30.16,30.14,30.12,10,10,5,10,5,,0.01,6,Rain,124 +2014-6-11,59,51,45,47,45,43,93,75,58,30.12,30.10,30.08,10,10,10,16,5,,0.00,5,,326 +2014-6-12,57,54,52,45,44,42,77,68,57,30.09,30.07,30.06,10,10,10,20,11,,0.00,5,,306 +2014-6-13,54,50,48,48,45,43,97,81,67,30.07,29.88,29.74,10,8,2,16,7,18,0.29,8,Rain,139 +2014-6-14,55,50,48,48,46,42,94,86,69,29.78,29.75,29.72,10,8,3,15,9,21,0.57,8,Rain,144 +2014-6-15,59,52,48,50,47,44,93,81,67,29.95,29.85,29.78,10,10,10,13,7,,0.24,6,Rain,337 +2014-6-16,59,52,45,49,47,44,97,82,64,30.01,29.99,29.93,10,10,10,12,4,,0.00,4,Rain,226 +2014-6-17,57,52,48,51,48,44,97,87,74,29.96,29.84,29.74,10,6,1,20,11,29,0.95,8,Rain,173 +2014-6-18,55,50,46,46,45,42,93,84,69,30.03,29.98,29.95,10,9,2,13,6,,0.41,7,Rain,117 +2014-6-19,59,52,44,48,45,42,96,81,57,29.96,29.83,29.70,10,10,7,13,5,,0.12,6,Rain,283 +2014-6-20,57,52,48,48,46,42,93,85,64,29.94,29.78,29.67,10,9,2,14,5,,0.15,7,Rain,138 +2014-6-21,60,56,52,46,43,41,75,64,55,29.90,29.84,29.73,10,10,10,17,11,22,0.01,7,Rain,113 +2014-6-22,57,55,53,53,49,43,97,81,58,29.85,29.78,29.62,10,10,8,21,12,30,0.15,8,Rain,143 +2014-6-23,57,54,52,55,53,52,100,97,88,29.86,29.83,29.76,10,6,0,7,2,,0.41,8,Fog-Rain,289 +2014-6-24,54,52,50,54,51,48,100,95,86,30.07,29.93,29.76,10,6,1,20,5,21,0.36,8,Rain,190 +2014-6-25,55,52,48,49,46,43,93,82,66,30.07,30.03,29.88,10,10,7,15,7,21,0.05,8,Rain,142 +2014-6-26,59,54,48,49,46,44,93,77,58,29.86,29.69,29.57,10,10,10,10,5,,0.00,3,,287 +2014-6-27,64,56,50,49,47,44,86,69,55,29.57,29.55,29.53,10,10,10,10,4,,0.00,5,,290 +2014-6-28,66,59,54,53,51,47,90,79,63,29.85,29.71,29.59,10,10,10,9,5,,0.00,7,,294 +2014-6-29,63,57,52,55,53,50,96,88,70,30.12,30.01,29.86,10,10,6,13,3,,0.19,7,Rain,228 +2014-6-30,57,55,53,53,52,50,97,92,83,30.22,30.19,30.12,10,8,2,14,6,16,0.12,8,Rain,216 +2014-7-1,64,56,50,53,51,48,96,83,58,30.19,30.00,29.79,10,10,10,7,4,,0.00,7,,337 +2014-7-2,71,62,55,55,52,46,96,80,51,29.81,29.75,29.66,10,9,2,13,5,,0.14,7,Rain,327 +2014-7-3,64,58,53,55,53,51,97,85,72,29.88,29.86,29.81,10,10,8,15,4,,0.01,6,,258 +2014-7-4,59,56,52,52,51,50,96,88,75,29.91,29.89,29.87,10,9,2,9,2,,0.07,7,Rain,255 +2014-7-5,69,59,50,52,50,46,96,72,49,29.88,29.82,29.79,10,10,10,13,5,,0.00,6,,110 +2014-7-6,62,58,55,51,50,46,80,71,58,30.13,30.07,29.89,10,10,10,20,10,29,0.00,6,Rain,213 +2014-7-7,61,57,55,56,53,51,96,87,75,30.10,30.07,30.05,10,9,4,16,4,25,0.14,8,Rain,211 +2014-7-8,55,54,53,54,53,51,100,94,86,30.10,30.06,30.04,10,6,2,12,5,23,0.84,8,Rain,159 +2014-7-9,57,55,53,56,54,52,100,96,83,30.24,30.18,30.11,10,7,2,9,5,,0.13,8,Rain,201 +2014-7-10,61,56,53,53,52,51,100,90,75,30.23,30.17,30.03,10,8,2,8,3,,0.03,8,Rain,215 +2014-7-11,57,56,54,56,54,51,100,94,84,30.02,30.00,29.98,10,5,2,12,5,,1.28,8,Rain,250 +2014-7-12,59,56,55,58,56,55,100,97,93,30.18,30.06,29.99,10,6,2,15,7,26,0.32,8,Rain,275 +2014-7-13,57,56,55,58,56,55,100,98,94,30.25,30.22,30.18,10,5,1,8,4,,0.29,8,Rain,291 +2014-7-14,61,58,55,58,56,51,100,94,83,30.24,30.23,30.22,10,7,0,16,4,,0.01,8,Fog,307 +2014-7-15,64,58,55,53,51,48,93,78,64,30.27,30.25,30.24,10,10,10,17,12,,0.00,6,,318 +2014-7-16,61,56,52,51,49,47,89,76,64,30.27,30.23,30.16,10,10,10,15,6,,0.00,6,,294 +2014-7-17,59,55,51,52,50,48,93,84,75,30.16,30.04,29.82,10,10,6,9,3,,0.11,7,Rain,232 +2014-7-18,63,56,51,54,52,50,100,84,67,29.79,29.69,29.65,10,10,7,10,5,,0.05,6,Rain,299 +2014-7-19,60,57,54,55,53,51,97,88,75,29.91,29.82,29.68,10,9,2,9,2,,0.00,8,,292 +2014-7-20,57,55,52,54,52,50,94,89,77,29.92,29.87,29.78,10,8,2,13,4,,0.31,8,Rain,155 +2014-7-21,69,60,52,53,51,50,97,77,52,29.99,29.88,29.78,10,10,10,13,4,,0.00,5,,297 +2014-7-22,63,59,55,56,54,52,90,84,77,30.11,30.04,29.99,10,10,10,9,3,,0.00,6,Rain,240 +2014-7-23,62,58,55,54,52,50,87,80,72,30.10,30.03,29.96,10,10,10,8,3,,0.00,7,,230 +2014-7-24,59,57,54,54,52,51,94,84,78,29.95,29.91,29.89,10,9,3,17,4,28,0.06,8,Rain,207 +2014-7-25,57,55,53,55,53,51,100,92,81,29.91,29.87,29.83,10,8,2,13,3,,0.53,8,Rain,141 +2014-7-26,57,55,53,57,55,54,100,96,93,29.96,29.91,29.87,10,8,1,15,5,24,0.57,8,Rain,216 +2014-7-27,61,58,55,55,54,53,100,92,78,30.10,30.05,29.97,10,9,2,13,5,,0.30,8,Rain,213 +2014-7-28,59,56,53,57,54,51,97,94,90,30.06,30.00,29.96,10,8,2,9,3,,0.61,8,Rain,261 +2014-7-29,61,56,51,54,52,49,96,89,75,30.13,30.02,29.95,10,9,3,14,4,,0.25,6,Rain,153 +2014-7-30,61,57,54,55,53,52,97,88,78,30.31,30.23,30.14,10,10,8,8,4,,0.08,7,Rain,160 +2014-7-31,66,58,50,55,52,49,100,86,65,30.31,30.29,30.26,10,9,3,10,4,,0.00,3,,217 +2014-8-1,69,60,51,56,53,49,93,79,63,30.27,30.21,30.15,10,10,10,10,4,,0.00,1,,298 +2014-8-2,66,58,52,55,53,51,97,86,68,30.15,30.11,30.09,10,9,0,9,4,,0.00,2,Fog,266 +2014-8-3,64,58,52,58,54,49,93,83,75,30.12,30.08,29.95,10,10,10,9,5,,0.00,7,,317 +2014-8-4,64,60,57,59,56,52,96,85,75,30.03,29.98,29.90,10,9,7,23,8,36,0.08,6,Rain,208 +2014-8-5,66,58,53,56,53,50,94,82,70,30.08,30.04,30.01,10,10,4,13,6,18,0.03,7,Rain,178 +2014-8-6,63,59,55,55,54,50,96,86,72,30.16,30.12,30.08,10,8,2,10,5,,0.43,7,Rain,135 +2014-8-7,63,56,50,53,51,48,93,80,67,30.09,29.98,29.93,10,10,10,10,4,,0.00,5,,329 +2014-8-8,64,58,55,55,53,51,93,84,70,30.01,29.99,29.95,10,9,3,12,4,16,0.20,8,Rain,133 +2014-8-9,61,59,57,57,54,50,97,81,69,29.93,29.83,29.78,10,7,3,17,10,25,1.24,8,Rain,125 +2014-8-10,62,60,57,61,59,56,100,95,86,29.98,29.85,29.77,10,4,1,16,8,22,3.80,8,Rain,148 +2014-8-11,64,62,59,62,59,58,100,96,90,29.99,29.91,29.83,10,6,1,16,5,28,0.50,8,Fog-Rain,290 +2014-8-12,64,60,57,59,57,54,100,91,75,30.01,29.93,29.84,10,8,2,21,12,29,0.04,8,Rain,209 +2014-8-13,60,58,55,58,56,53,97,92,84,30.01,29.98,29.94,10,7,2,9,4,,0.28,8,Rain,126 +2014-8-14,64,60,57,58,57,55,100,92,80,30.02,29.99,29.91,10,8,2,14,6,22,0.42,7,Rain,150 +2014-8-15,63,58,55,59,56,53,100,93,80,30.10,29.96,29.87,10,7,1,14,4,,1.20,7,Rain,210 +2014-8-16,63,58,52,55,53,50,96,85,75,30.16,30.13,30.08,10,10,7,16,7,21,0.06,5,Rain,141 +2014-8-17,62,58,55,59,55,51,97,89,81,30.07,29.97,29.88,10,5,1,24,12,38,2.26,8,Rain,153 +2014-8-18,63,58,55,56,55,53,97,91,75,30.03,30.00,29.98,10,8,2,14,6,,0.46,8,Rain,201 +2014-8-19,63,58,52,55,53,48,100,88,67,30.02,30.01,29.99,10,9,4,9,3,,0.09,7,Fog-Rain,276 +2014-8-20,66,56,48,54,51,46,97,83,61,30.02,29.98,29.97,10,10,10,8,2,,0.00,0,,165 +2014-8-21,70,60,50,57,54,49,100,82,61,30.19,30.11,30.03,10,10,10,16,4,,0.00,0,,280 +2014-8-22,64,60,55,55,54,53,94,85,67,30.23,30.21,30.17,10,10,10,10,7,,0.00,5,Rain,324 +2014-8-23,64,59,55,55,54,53,97,85,72,30.18,30.16,30.14,10,10,9,14,5,,0.01,6,Rain,328 +2014-8-24,57,56,55,56,55,53,100,94,87,30.16,30.01,29.87,10,8,2,15,5,,0.26,8,Rain,138 +2014-8-25,59,56,53,58,57,53,100,98,87,29.95,29.91,29.87,10,6,2,12,6,,0.22,8,Rain,176 +2014-8-26,57,55,53,55,53,50,100,94,84,30.01,29.96,29.91,10,8,1,17,7,23,0.73,8,Rain,142 +2014-8-27,62,56,51,54,52,50,100,93,75,30.12,30.07,30.01,10,10,6,7,5,,0.02,6,Rain,122 +2014-8-28,61,56,50,50,48,46,96,79,62,30.06,29.90,29.67,10,10,10,14,7,21,0.00,6,Rain,125 +2014-8-29,59,54,51,53,50,46,100,83,67,29.65,29.52,29.47,10,10,5,14,10,21,0.41,8,Rain,112 +2014-8-30,61,54,48,55,52,48,100,94,83,29.75,29.68,29.54,10,9,4,12,3,20,0.13,7,Rain,147 +2014-8-31,55,52,50,54,52,50,100,97,89,29.73,29.68,29.65,10,8,4,12,6,,0.55,8,Rain,97 +2014-9-1,57,54,48,54,52,48,100,94,77,29.95,29.77,29.67,10,8,2,9,4,,0.35,7,Rain,215 +2014-9-2,62,54,48,53,51,49,100,92,69,30.09,30.05,29.96,10,10,6,10,4,,0.01,6,Rain,112 +2014-9-3,57,54,52,55,53,50,100,95,83,30.18,30.14,30.08,10,9,2,13,4,,0.07,8,Rain,120 +2014-9-4,57,54,52,57,54,51,100,98,87,30.19,30.16,30.13,10,6,1,13,5,20,0.44,8,Rain,152 +2014-9-5,60,56,54,57,55,50,100,96,78,30.25,30.20,30.17,10,5,1,16,11,23,0.10,8,Rain,185 +2014-9-6,57,55,53,57,56,50,100,99,80,30.15,29.95,29.88,10,3,1,14,8,24,3.44,8,Rain,173 +2014-9-7,57,54,50,56,54,50,100,98,87,29.97,29.89,29.86,10,8,2,12,4,,0.19,8,Fog-Rain,274 +2014-9-8,57,50,46,53,50,46,100,96,83,30.13,30.05,29.99,10,8,0,8,2,,0.00,4,,152 +2014-9-9,57,52,46,53,50,46,100,93,77,30.25,30.21,30.14,10,10,10,6,2,,0.00,3,,86 +2014-9-10,63,56,50,53,48,43,94,77,48,30.24,30.21,30.19,10,9,3,13,5,,0.04,7,Rain,91 +2014-9-11,57,55,53,55,54,51,100,97,90,30.35,30.27,30.20,10,6,2,10,5,,0.28,8,Rain,223 +2014-9-12,59,55,53,54,52,51,100,90,81,30.35,30.31,30.22,10,10,8,7,2,,0.01,8,Rain,148 +2014-9-13,61,58,55,56,55,53,97,93,86,30.22,30.14,30.06,10,9,3,7,2,,0.00,7,,210 +2014-9-14,57,55,53,54,53,52,100,92,83,30.06,30.00,29.93,10,9,2,8,3,,0.00,8,Rain,154 +2014-9-15,61,56,53,57,54,51,100,93,81,29.95,29.91,29.87,10,10,6,8,4,,0.04,8,Rain,175 +2014-9-16,62,58,53,57,55,52,100,95,75,29.88,29.86,29.81,10,6,2,14,6,,0.13,7,Rain,317 +2014-9-17,57,52,48,51,49,46,100,88,72,29.82,29.70,29.51,10,10,10,8,2,,0.00,5,,74 +2014-9-18,60,58,55,54,50,45,89,76,62,29.48,29.25,29.11,10,8,2,28,16,45,0.76,8,Rain,139 +2014-9-19,59,56,53,54,52,49,100,88,75,29.87,29.60,29.28,10,7,2,28,17,40,0.84,8,Rain,173 +2014-9-20,61,56,51,56,52,47,100,90,72,29.78,29.68,29.48,10,8,3,22,8,30,0.29,8,Rain,185 +2014-9-21,64,58,52,55,51,48,100,84,58,29.64,29.41,29.23,10,8,2,34,12,50,0.78,8,Rain,147 +2014-9-22,57,52,46,51,49,46,97,89,72,29.87,29.77,29.64,10,10,4,15,8,21,0.91,7,Rain,115 +2014-9-23,62,54,46,49,48,46,100,87,62,29.87,29.72,29.51,10,10,10,8,3,,0.00,4,,336 +2014-9-24,62,55,48,48,44,41,89,67,46,29.65,29.54,29.46,10,10,10,7,3,,0.00,6,,29 +2014-9-25,57,55,53,53,51,45,97,89,62,29.82,29.75,29.66,10,9,3,14,4,21,0.47,8,Rain,329 +2014-9-26,62,57,52,53,52,49,100,86,64,29.83,29.81,29.78,10,10,10,13,5,,0.00,7,Rain,343 +2014-9-27,61,56,52,54,51,48,100,81,64,29.77,29.68,29.48,10,9,6,18,12,29,0.31,8,Rain,128 +2014-9-28,57,54,50,54,52,49,100,91,77,29.60,29.53,29.47,10,8,2,17,11,23,0.74,8,Rain,125 +2014-9-29,57,50,45,52,49,45,100,93,83,29.82,29.71,29.60,10,10,9,8,4,,0.03,6,Rain,132 +2014-9-30,54,49,44,50,45,38,100,84,59,30.00,29.87,29.76,10,9,2,29,8,36,0.45,8,Rain,237 +2014-10-1,54,46,37,48,37,24,100,74,32,30.26,30.08,29.82,10,10,5,29,6,36,0.11,4,Rain,23 +2014-10-2,55,46,39,45,34,26,76,62,41,30.22,29.87,29.49,10,10,7,29,11,41,0.14,6,Rain,103 +2014-10-3,57,54,52,54,52,44,100,90,69,29.66,29.48,29.43,10,6,2,32,19,50,1.37,8,Rain,170 +2014-10-4,55,52,50,53,49,43,100,91,66,30.01,29.85,29.67,10,8,2,20,11,24,0.17,7,Rain,181 +2014-10-5,55,52,48,52,46,36,96,78,59,29.92,29.70,29.47,10,9,2,26,15,40,0.23,7,Rain,184 +2014-10-6,48,46,42,43,41,39,97,88,71,30.08,30.04,29.94,10,10,5,13,7,,0.15,7,Rain,105 +2014-10-7,46,42,37,43,40,37,100,91,79,30.06,30.00,29.96,10,9,4,12,5,,0.16,7,Rain,68 +2014-10-8,48,42,35,41,38,35,100,87,61,30.00,29.92,29.75,10,10,10,9,4,,0.02,5,Rain,12 +2014-10-9,55,49,43,53,49,41,100,90,77,29.74,29.53,29.28,10,7,3,24,11,30,1.18,8,Rain,127 +2014-10-10,54,51,48,52,50,47,100,95,86,29.40,29.35,29.27,10,6,2,26,14,41,1.45,8,Rain,141 +2014-10-11,51,50,48,51,49,47,100,97,88,29.78,29.58,29.34,10,6,1,16,10,30,0.93,8,Rain-Thunderstorm,172 +2014-10-12,53,50,46,50,47,42,100,94,69,29.79,29.59,29.42,10,8,2,18,8,21,0.45,8,Rain,142 +2014-10-13,53,45,39,45,42,38,100,86,61,29.60,29.31,29.02,10,9,2,24,8,30,0.12,5,Rain,77 +2014-10-14,51,48,46,39,37,35,74,66,59,29.42,29.36,29.24,10,10,10,18,13,26,0.00,4,Rain,108 +2014-10-15,54,51,48,43,40,35,74,65,56,29.45,29.35,29.28,10,10,10,21,13,31,0.00,5,Rain,119 +2014-10-16,52,48,46,45,41,38,93,74,63,29.58,29.52,29.45,10,10,9,20,13,25,0.09,7,Rain,115 +2014-10-17,55,46,37,44,40,37,97,83,55,29.53,29.29,29.17,10,10,10,14,2,,0.06,4,Rain,58 +2014-10-18,52,48,44,47,44,41,100,88,69,29.34,29.25,29.15,10,9,3,17,8,23,0.42,8,Rain,113 +2014-10-19,51,48,45,47,45,44,100,92,80,29.24,29.08,28.93,10,8,2,14,9,,0.51,8,Rain,115 +2014-10-20,50,45,42,48,45,39,100,91,80,29.36,29.27,29.16,10,9,3,12,8,,0.27,7,Rain,116 +2014-10-21,52,48,46,42,40,36,79,71,59,29.32,29.09,28.99,10,10,10,21,12,31,0.00,6,Rain,113 +2014-10-22,50,44,39,43,41,38,100,83,66,29.38,29.25,28.99,10,9,5,23,15,34,0.25,6,Rain,110 +2014-10-23,48,44,39,43,39,37,96,80,66,29.75,29.54,29.34,10,10,10,13,6,,0.00,4,,84 +2014-10-24,46,41,36,42,39,35,97,90,76,29.83,29.80,29.77,10,10,9,9,3,,0.05,4,Rain,30 +2014-10-25,50,42,37,43,39,37,100,90,77,29.80,29.72,29.66,10,10,10,12,4,,0.00,1,,6 +2014-10-26,46,42,37,43,40,37,100,95,79,29.91,29.86,29.75,10,10,7,8,3,,0.16,6,Rain,98 +2014-10-27,50,44,37,42,38,33,100,85,57,29.90,29.75,29.52,10,10,9,15,5,,0.13,4,Rain,62 +2014-10-28,45,41,37,40,36,31,96,80,60,29.56,29.44,29.37,10,10,10,6,1,,0.01,7,Rain,66 +2014-10-29,50,45,42,40,38,36,92,74,66,29.74,29.66,29.52,10,10,10,16,10,,0.02,8,Rain,116 +2014-10-30,48,44,39,45,40,37,100,93,69,29.51,29.48,29.45,10,9,2,21,11,30,0.39,7,Rain,114 +2014-10-31,43,41,39,39,38,37,97,89,80,29.54,29.51,29.39,10,8,2,21,12,28,1.28,8,Rain,114 +2014-11-1,46,44,41,43,41,39,96,90,85,29.47,29.42,29.33,10,8,3,23,16,33,1.32,8,Rain,115 +2014-11-2,46,42,39,41,40,37,100,90,74,29.82,29.68,29.48,10,9,3,25,12,34,0.43,7,Rain,119 +2014-11-3,46,41,36,40,36,29,100,81,50,29.82,29.42,29.16,10,9,5,16,8,24,0.36,7,Rain,97 +2014-11-4,45,41,37,41,39,36,100,91,74,29.93,29.66,29.34,10,8,2,26,13,36,1.00,8,Rain-Thunderstorm,143 +2014-11-5,45,40,35,38,36,31,100,85,58,29.92,29.46,29.08,10,9,7,20,10,25,0.41,7,Rain,50 +2014-11-6,46,40,35,40,37,35,100,89,68,29.86,29.69,29.45,10,10,4,15,9,24,0.16,6,Rain,104 +2014-11-7,50,48,45,42,37,34,86,68,63,29.98,29.90,29.79,10,10,7,23,16,34,0.21,7,Rain,110 +2014-11-8,48,42,37,43,41,37,100,90,80,30.08,30.00,29.97,10,8,2,18,11,23,0.66,6,Rain,96 +2014-11-9,44,40,36,40,39,35,100,94,82,30.32,30.24,30.10,10,10,7,6,2,,0.00,4,Rain,85 +2014-11-10,44,40,35,42,39,34,100,96,89,30.35,30.33,30.31,10,10,10,9,4,,0.01,5,Rain,93 +2014-11-11,44,38,33,38,34,32,100,93,73,30.32,30.31,30.29,10,10,10,6,2,,0.00,0,,67 +2014-11-12,43,36,30,35,30,27,100,88,65,30.32,30.24,30.17,10,10,10,6,2,,0.00,0,,88 +2014-11-13,43,36,28,33,29,26,92,83,60,30.18,30.14,30.12,10,10,10,7,3,,0.00,0,,90 +2014-11-14,43,36,28,32,29,26,96,83,56,30.30,30.24,30.19,10,10,10,6,1,,0.00,1,,102 +2014-11-15,43,36,28,33,28,26,92,79,65,30.39,30.36,30.29,10,10,10,7,1,,0.00,0,,21 +2014-11-16,43,38,34,41,34,26,96,80,58,30.38,30.35,30.32,10,10,6,10,5,,0.05,7,Rain,348 +2014-11-17,45,41,37,43,42,38,100,98,89,30.34,30.23,29.94,10,6,1,10,5,,0.09,7,Rain,343 +2014-11-18,52,48,43,47,39,29,100,72,41,29.93,29.79,29.73,10,9,5,26,14,37,0.59,6,Rain,110 +2014-11-19,46,44,39,47,44,40,100,97,86,29.84,29.80,29.71,10,9,4,13,6,,0.30,8,Rain,329 +2014-11-20,44,39,34,41,38,34,100,98,89,29.70,29.54,29.26,10,7,0,8,3,,0.01,6,Fog-Rain,41 +2014-11-21,48,44,39,42,38,33,93,81,56,29.23,29.14,29.00,10,8,2,21,13,31,0.40,7,Rain,121 +2014-11-22,43,40,37,39,38,37,97,91,80,29.53,29.37,29.24,10,8,2,14,9,,0.88,7,Rain,103 +2014-11-23,42,40,37,39,38,36,100,94,82,29.78,29.68,29.54,10,9,2,15,6,,0.49,7,Rain,103 +2014-11-24,43,41,39,41,39,36,100,92,82,30.04,29.81,29.62,10,9,3,16,8,20,0.30,7,Rain,141 +2014-11-25,39,36,32,40,37,32,100,99,93,30.21,30.14,30.04,10,10,4,13,6,,0.20,6,Rain,89 +2014-11-26,39,34,28,35,31,24,100,95,73,30.21,30.08,29.91,10,10,2,7,3,,0.00,1,,65 +2014-11-27,36,32,28,20,9,3,54,38,32,30.05,29.93,29.89,10,10,10,25,12,40,0.00,0,,31 +2014-11-28,32,28,25,17,6,-5,66,42,24,30.21,30.15,30.07,10,10,10,10,3,,0.00,2,,74 +2014-11-29,36,32,28,36,30,17,100,86,59,30.12,30.10,30.05,10,8,2,10,3,,0.15,8,Rain-Snow,86 +2014-11-30,37,34,32,36,34,32,100,98,93,30.04,29.90,29.84,10,8,2,12,7,,1.05,7,Rain,91 +2014-12-1,36,33,30,35,32,30,100,96,81,30.01,29.95,29.86,10,9,2,10,3,,0.09,7,Rain-Snow,96 +2014-12-2,45,40,36,44,41,36,100,96,89,30.01,29.97,29.93,10,7,3,21,8,23,1.15,8,Rain,166 +2014-12-3,39,34,28,40,35,29,100,99,93,29.97,29.95,29.93,10,10,6,14,4,18,0.05,4,Rain,94 +2014-12-4,37,32,28,32,30,26,100,87,70,29.95,29.87,29.80,10,10,7,10,4,,0.00,1,,5 +2014-12-5,39,36,32,34,30,26,79,76,70,29.80,29.71,29.55,10,10,10,12,5,,0.00,5,,343 +2014-12-6,45,40,37,40,38,34,100,97,74,29.82,29.67,29.53,10,9,3,14,4,,0.33,8,Rain,13 +2014-12-7,50,48,45,39,37,35,74,64,59,29.81,29.56,29.33,10,10,10,25,19,39,0.03,6,Rain,117 +2014-12-8,52,48,44,42,39,36,86,67,57,29.31,29.05,28.88,10,10,6,25,19,39,0.26,7,Rain,120 +2014-12-9,45,43,41,43,41,39,100,95,81,29.11,28.88,28.74,10,9,5,15,8,,0.75,7,Rain,114 +2014-12-10,45,40,36,42,38,36,100,91,71,29.16,28.92,28.75,10,10,10,16,5,25,0.00,6,Rain,46 +2014-12-11,46,42,39,41,39,35,100,86,68,29.27,29.05,28.85,10,10,9,12,5,,0.04,6,Rain,52 +2014-12-12,42,40,37,41,39,37,100,98,89,29.83,29.52,29.28,10,8,4,12,4,,0.63,8,Rain,103 +2014-12-13,46,42,39,38,37,35,96,81,66,29.94,29.89,29.83,10,10,8,20,12,25,0.06,8,Rain,110 +2014-12-14,48,47,46,36,35,34,68,62,56,29.85,29.70,29.57,10,10,10,28,23,41,0.07,8,Rain,116 +2014-12-15,50,48,43,38,33,27,82,60,41,29.58,29.46,29.39,10,10,8,26,21,37,0.06,8,Rain,117 +2014-12-16,44,40,37,38,36,33,93,85,71,29.67,29.56,29.52,10,9,4,18,10,24,0.39,7,Rain,119 +2014-12-17,43,38,34,34,32,29,96,75,58,29.73,29.67,29.55,10,10,10,18,8,25,0.00,6,,81 +2014-12-18,45,43,41,33,30,27,67,60,55,29.52,29.31,29.19,10,10,10,21,14,30,0.00,7,Rain,112 +2014-12-19,46,44,42,35,33,30,74,65,60,29.26,29.16,29.01,10,10,10,21,15,31,0.01,6,Rain,117 +2014-12-20,46,44,41,39,36,33,93,72,59,29.13,28.95,28.81,10,10,7,21,15,30,0.07,8,Rain,117 +2014-12-21,42,40,37,40,38,37,100,94,85,29.79,29.44,29.14,10,10,9,10,6,,0.11,7,Rain,85 +2014-12-22,45,42,39,41,38,32,97,85,67,30.10,29.97,29.71,10,9,4,23,8,22,0.15,7,Rain,130 diff --git "a/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267Dashboard.html" "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267Dashboard.html" new file mode 100644 index 0000000000000000000000000000000000000000..eac40e18968bad6e12ca7b4a02973f7d567d3549 --- /dev/null +++ "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267Dashboard.html" @@ -0,0 +1,7 @@ +收盘价Dashboard + + + + + + \ No newline at end of file diff --git "a/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\345\221\250\346\227\245\345\235\207\345\200\274\357\274\210\357\277\245\357\274\211 .svg" "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\345\221\250\346\227\245\345\235\207\345\200\274\357\274\210\357\277\245\357\274\211 .svg" new file mode 100644 index 0000000000000000000000000000000000000000..00a8e87128241e3d04d375f65a7304cf72e67730 --- /dev/null +++ "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\345\221\250\346\227\245\345\235\207\345\200\274\357\274\210\357\277\245\357\274\211 .svg" @@ -0,0 +1,4 @@ + +收盘价周日均值（￥）10000100002000020000300003000040000400005000050000600006000070000700008000080000900009000012345678910111213141516171819202122232425262728293031323334353637383940414243444546474849收盘价周日均值（￥）6826.42857112.776923076923076498.29114981514915781.85714326.086217948717948504.1153846153846426138.28571439.39551282051281502.1280397266280636245.57142952.704807692307696501.5298449324572546825.42857166.01410256410256498.296725532271856999.71428679.32339743589743497.324957690875867075.28571492.6326923076923496.9035927825983777877.714286105.94198717948717492.4294780570891788570.142857119.25128205128203488.5686922150839698263.142857132.56057692307692490.28043737177245107873.428571145.86987179487178492.4533739876153116972.428571159.17916666666665497.4770951152255127308.571429172.48846153846154495.6028576309593138083.714286185.7977564102564491.2808803297998148251.857143199.1070512820513490.3433633221579158485.714286212.41634615384615489.03944204644876168984.714286225.725641025641486.25715920218961710305.71429239.0349358974359478.89163688301851811950.57143252.34423076923076469.720378747089571912958.28571265.65352564102557464.10164894937872015535.28571278.9628205128205449.733025924016262116469.14286292.2721153846154444.52610266237242219360.85714305.58141025641027428.40272180537442317630.42857318.8907051282051438.05110202080852418372.14286332.2433.91551297775282517199.14286345.5092948717949440.45582916275482617561358.81858974358965438.43821609533182715171.57143372.1278846153846451.760993894667252817409.14286385.4371794871795439.28492856697442918197.28571398.74647435897435434.890466943218943019797.42857412.0557692307692425.96852301577933124266.42857425.36506410256413401.050643194147653228424438.67435897435894377.869200990748253328410.28571451.9836538461538377.945667968431853430743.85714465.2929487179487364.93433379695373528649.85714478.6022435897436376.609885452021163624757.14286491.91153846153844398.31455914890573724919.85714505.2208333333333397.40731031993033827665.28571518.5301282051281382.099577224890943929158.57143531.839423076923373.77343849856954034767.57143545.148717948718342.499241156987074138391.85714558.4580128205127322.291249242055764238618.57143571.7673076923077321.02715451722354345709.57143585.0766025641026281.48974439970514444987598.3858974358974285.51859828641084549016.85714611.6951923076923263.049254812694655482.14286625.0044871794872227.000650551986724768298.28571638.313782051282155.541463375627874894421.71429651.62307692307689.88461538461541549周日均值 \ No newline at end of file diff --git "a/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\345\257\271\346\225\260\345\217\230\346\215\242\346\212\230\347\272\277\345\233\276\357\274\210\357\277\245\357\274\211.svg" "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\345\257\271\346\225\260\345\217\230\346\215\242\346\212\230\347\272\277\345\233\276\357\274\210\357\277\245\357\274\211.svg" new file mode 100644 index 0000000000000000000000000000000000000000..64a310472123971216aa46cf4960edaf65cacbcc --- /dev/null +++ "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\345\257\271\346\225\260\345\217\230\346\215\242\346\212\230\347\272\277\345\233\276\357\274\210\357\277\245\357\274\211.svg" @@ -0,0 +1,4 @@ + +收盘价（￥）3.83.83.93.9444.14.14.24.24.34.34.44.44.54.54.64.64.74.74.84.84.94.9552017-01-012017-01-212017-02-102017-03-022017-03-222017-04-112017-05-012017-05-212017-06-102017-06-302017-07-202017-08-092017-08-292017-09-182017-10-082017-10-282017-11-172017-12-07收盘价（￥）3.84060787911.984970052939335453.753786420251342017-01-013.84941941413.721922234524746450.53397844241872017-01-023.85582190515.458874416110158448.19445484545442017-01-033.89403900117.195826597695568434.22961085176462017-01-043.84060787918.932778779280977453.753786420251342017-01-053.79211140920.66973096086639471.47479921946782017-01-063.79671306322.4066831424518469.79331656731652017-01-073.80064835524.143635324037213468.3553281635192017-01-083.79511498625.880587505622625470.37726741043392017-01-093.79678241227.617539687208033469.76797607866482017-01-103.7310243829.354491868793446493.79650695045092017-01-113.74554320231.091444050378854488.49120876821422017-01-123.75587485632.82839623196426484.715936726840542017-01-133.75189468834.56534841354968486.17032302764282017-01-143.75388933136.30230059513509485.441463760914762017-01-153.75815462238.0392527767205483.88289119268122017-01-163.79253176239.77620495830591471.32119881078832017-01-173.78153996941.51315713989133475.337691351097362017-01-183.79028516443.25010932147673472.142124326369642017-01-193.78753131644.98706150306214473.14840321775742017-01-203.80112918846.72401368464755468.17962807931372017-01-213.80359366548.46096586623296467.279087649740862017-01-223.79622731450.197918047818376469.970813377210332017-01-233.78347478851.934870229403785474.63069243141672017-01-243.78915749253.6718224109892472.55418508328382017-01-253.79899573455.40877459257461468.95920957023782017-01-263.80071707857.14572677416003468.330216238497142017-01-273.80154090658.88267895574544468.029182680296232017-01-283.79858159560.61963113733084469.11053966102332017-01-293.80154090662.35658331891626468.029182680296232017-01-303.82327855764.09353550050167460.08606459385792017-01-313.83206161565.83048768208708456.876662402566072017-02-013.84098383767.56743986367249453.61640813161592017-02-023.84478771969.3043920452579452.226438243316862017-02-033.85138066871.04134422684332449.817319883933642017-02-043.84292112172.77829640842873452.908508676581962017-02-053.84720236474.51524859001412451.34410685441442017-02-063.8600383976.25220077159953446.653716433757442017-02-073.8600983377.98915295318496446.63181389975752017-02-083.8332108879.72610513477036456.456711175842942017-02-093.83461142181.46305731635577455.94494206967292017-02-103.84173477983.20000949794118453.34200781567852017-02-113.8377777784.93696167952659454.787931915081062017-02-123.83619748186.67391386111201455.365382555298772017-02-133.84073323588.4108660426974453.70798044220352017-02-143.84104646590.14781822428282453.59352330789122017-02-153.85052370991.88477040586822450.130459849924362017-02-163.85907822593.62172258745365447.00456871947882017-02-173.8613551695.35867476903906446.17255760090662017-02-183.85853719897.09562695062446447.2022645424862017-02-193.87215627398.83257913220987442.22574138642992017-02-203.888291845100.5695313137953436.32966917391262017-02-213.887392219102.3064834953807436.6584001249042017-02-223.908055874104.04343567696611429.10772896119292017-02-233.9089673105.78038785855152428.77468621598942017-02-243.898066661107.51734004013693432.75787050370552017-02-253.910464316109.25429222172234428.22766429362582017-02-263.914131513110.99124440330775426.8876401925852017-02-273.912540883112.72819658489315427.468869543984572017-02-283.927575655114.46514876647856421.975039050560272017-03-013.938919812116.20210094806399417.82978968441922017-03-023.949390007117.9390531296494414.003893711513572017-03-033.94156112119.6760053112348416.86463381233922017-03-043.945271582121.41295749282021415.508800453925632017-03-053.94605906123.14990967440563415.221049133300262017-03-063.929623252124.88686185599104421.22683016883532017-03-073.900530982126.62381403757645431.85738685146452017-03-083.915663604128.36076621916186426.327801465211732017-03-093.887392219130.09771840074728436.6584001249042017-03-103.911743378131.83467058233268427.760284469195652017-03-113.9263939133.5716227639181422.406861928829362017-03-123.934245881135.30857494550352419.537682962742742017-03-133.93530569137.04552712708892419.15041985652472017-03-143.940068014138.78247930867434417.41022732422642017-03-153.908002201140.51943149025973429.12734149410372017-03-163.86799751142.25638367184516443.7453877008292017-03-173.825685708143.99333585343058459.206471605106972017-03-183.846831753145.73028803501597451.47953124878962017-03-193.857091155147.4672402166014447.730660623924562017-03-203.88536122149.2041923981868437.400544002072017-03-213.853637382150.9411445797722448.99269785230342017-03-223.850768727152.67809676135764450.04092821999272017-03-233.808683509154.41504894294303465.41921625802252017-03-243.822168079156.15200112452845460.491842323757852017-03-253.821054755157.88895330611388460.89866027516942017-03-263.854366778159.62590548769927448.7261704673112017-03-273.856366324161.3628576692847447.995519895160162017-03-283.855397997163.0998098508701448.34935462334072017-03-293.854063012164.8367620324555448.837169149772142017-03-303.871514559166.57371421404093442.460229025075652017-03-313.87540856168.31066639562633441.03732859118052017-04-013.878866337170.04761857721175439.773828207756372017-04-023.897791982171.78457075879714432.858240382356372017-04-033.89619541173.52152294038257433.441640860086642017-04-043.893595334175.258475121968434.391730451965262017-04-053.914448941176.99542730355338426.771649340902972017-04-063.915716338178.7323794851388426.30853186287562017-04-073.912753304180.46933166672423427.391249190348562017-04-083.921894471182.20628384830962424.050990770817862017-04-093.922984816183.94323602989505423.652569734625442017-04-103.926445348185.68018821148044422.38806256733792017-04-113.923347656187.41714039306586423.5199846975032017-04-123.909395546189.1540925746513428.618201736557752017-04-133.911210893190.89104475623668427.95485880676962017-04-143.910037124192.6279969378221428.3837639593242017-04-153.912062556194.3649491194075427.6436542754272017-04-163.917347938196.10190130099292425.71233179119162017-04-173.92319219197.83885348257834423.576793293006632017-04-183.926136571199.57580566416374422.50089215605442017-04-193.936463474201.31275784574916418.72735607349012017-04-203.937216891203.04971002733456418.452051297606942017-04-213.932828767204.78666220891995420.05550822998842017-04-223.927267681206.52361439050537422.08757526365232017-04-233.934195349208.26056657209077419.5561476564452017-04-243.939519253209.9975187536762417.61074919437182017-04-253.947286645211.7344709352616414.77247963953012017-04-263.962227231213.471423116847409.31306521055082017-04-273.959089114215.20837529843243410.45975921333162017-04-283.961373628216.94532748001782409.62497911061682017-04-293.96964884218.68227966160325406.60114760900042017-04-303.985201858220.41923184318867400.917945730004132017-05-013.997561116222.15618402477406396.401770499007742017-05-024.012499778223.8931362063595390.943059396079152017-05-034.019199401225.63008838794488388.494961332756932017-05-044.018658898227.3670405695303388.69246578867322017-05-054.028896445229.10399275111573384.95158090806712017-05-064.027757205230.84094493270112385.36786882484332017-05-074.053731316232.57789711428654375.87671291781712017-05-084.071661123234.31484929587197369.32501235764532017-05-094.083717564236.05180147745736364.919488904135852017-05-104.096144981237.78875365904278360.378407396993742017-05-114.063295821239.52570584062818372.38176330416662017-05-124.084254459241.2626580222136364.723302935467252017-05-134.087390945242.99961020379902363.577204948976942017-05-144.068222979244.73656238538442370.581338758657242017-05-154.073168262246.47351456696984368.774291317102952017-05-164.093526744248.21046674855523361.33513315458052017-05-174.114010162249.94741893014066353.850322132258442017-05-184.131907243251.68437111172608347.31058010081212017-05-194.150049945253.42132329331147340.68108600059432017-05-204.148941815255.1582754748969341.086005998748132017-05-214.16823223256.8952276564823334.037128322414562017-05-224.198217072258.63217983806766323.08041780994282017-05-234.232004483260.3691320196531310.73421737681072017-05-244.209246849262.1060842012385319.050045887891662017-05-254.187577119263.8430363828239326.968345053904442017-05-264.159567193265.5799885644093337.203404529045662017-05-274.180097189267.3169407459947329.701573612788372017-05-284.195899652269.05389292758014323.92722226027462017-05-294.177940307270.79084510916556330.489716194804542017-05-304.20054956272.527797290751322.22810736473422017-05-314.222534393274.26474947233635314.1946667477792017-06-014.2342388276.00170165392177309.91777925528042017-06-024.240798771277.73865383550725307.520711465211662017-06-034.240524288279.4756060170927307.62100983439212017-06-044.270003281.2125581986781296.849243696241162017-06-054.296599383282.94951038026346287.130704513898762017-06-064.260190683284.6864625618489300.43474574420342017-06-074.283504757286.4234147434343291.915589781892662017-06-084.283708189288.16036692501973291.84125385586562017-06-094.301116846289.89731910660515285.47998609834682017-06-104.311160273291.6342712881905281.810034475830552017-06-114.26088195293.37122346977594300.182150971727142017-06-124.269863041295.10817565136136296.90038607819982017-06-134.229067202296.8451278329468311.807524207689262017-06-144.223340159298.5820800145322313.900233344636832017-06-154.235957479300.3190321961175309.289759633970162017-06-164.258685163302.055984377703300.984875495344572017-06-174.24390577303.79293655928836306.38538819508422017-06-184.255634266305.52988874087384302.09969828121522017-06-194.278181785307.2668409224592293.860647941251052017-06-204.26768788309.00379310404463297.69520785525312017-06-214.272607333310.74074528563295.897598787241862017-06-224.272305844312.4776974672155296.007765268476132017-06-234.25299858314.21464964880084303.062799941234232017-06-244.248806704315.9516018303863304.594546249104952017-06-254.230474467317.6885540119717311.293297785410632017-06-264.247138226319.4255061935571305.2042219746562017-06-274.244895334321.1624583751425306.023793484735732017-06-284.240174695322.89941055672796307.74875405344672017-06-294.228990311324.6363627383133311.83562090164792017-06-304.222039797326.3733149198988314.37539631369382017-07-014.234264124328.1102671014841309.9085256438112017-07-024.244252374329.8472192830696306.258736305006152017-07-034.25166255331.58417146465496303.55099645799712017-07-044.250712686333.32112364624044303.89808447925852017-07-054.250737068335.0580758278258303.8891752969492017-07-064.234416038336.7950280094112309.853015303417352017-07-074.244450309338.5319801909966306.18640915291022017-07-084.235250612340.26893237258196309.548055027599842017-07-094.207822799342.00588455416744319.570405491798062017-07-104.200440076343.7428367357528322.26811361939762017-07-114.216060286345.4797889173382316.560359370790252017-07-124.205096048347.2167410989236320.566783103308242017-07-134.179896333348.95369328050907329.77496819431612017-07-144.130655349350.69064546209444347.76803247300292017-07-154.116441698352.4275976436799352.96181874761942017-07-164.181614952354.1645498252653329.14697050163312017-07-174.196065593355.9015020068507323.866586148025362017-07-184.190079454357.6384541884361326.05397110830552017-07-194.288897276359.37540637002155289.94511827803952017-07-204.260810491361.112358551607300.20826282860972017-07-214.283527365362.8493107331924291.90732851481732017-07-224.269162565364.58626291477776297.15634550440632017-07-234.273279132366.3232150963632295.65211803497222017-07-244.242764978368.0601672779486306.802243234502842017-07-254.236007926369.79711945953403309.27132604005422017-07-264.259784946371.53407164111945300.58300568230092017-07-274.276415845373.2710238227048294.50593704930612017-07-284.263067682375.00797600429024299.38346643545812017-07-294.267148252376.74492818587566297.89239221526682017-07-304.286321714378.4818803674611290.8862500429842017-07-314.264250982380.2188325490465298.95107880530112017-08-014.262569733381.9557847306319299.56542113895152017-08-024.276484782383.6927369122173294.480746730486432017-08-034.288070283385.4296890938027290.247308635391452017-08-044.34688085387.16664127538814268.75743917256242017-08-054.342955352388.90359345697357270.19184862967352017-08-064.362915799390.64054563855893262.89813548021762017-08-074.367951968392.37749782014436261.057877598156672017-08-084.352973179394.1144500017297266.531251384290162017-08-094.359911335395.8514021833152263.995991568240362017-08-104.389626724397.58835436490057253.137741718099452017-08-114.416790238399.325306546486243.21196803549022017-08-124.437592032401.06225872807136235.610819776146682017-08-134.465932808402.79921090965684225.254865085463852017-08-144.448288826404.5361630912422231.702122642322542017-08-154.471467741406.2731152728277223.23235461983952017-08-164.459633695408.01006745441305227.556613012409062017-08-174.443294287409.74701963599847233.527168604018472017-08-184.44811862411.48397181758384231.76431709963592017-08-194.438004091413.2209239991693235.460249934687852017-08-204.430058922414.9578761807547238.363480642029742017-08-214.440357997416.69482836234016234.600113358295062017-08-224.445713152418.43178054392547232.643295048515772017-08-234.463340442420.16873272551095226.202137088955452017-08-244.466941726421.9056849070963224.88619807980282017-08-254.464906651423.6426370886818225.629831166232462017-08-264.461573554425.37958927026716226.847772635466072017-08-274.46746011427.1165414518526224.696776338681732017-08-284.486515487428.85349363343795217.733783031212342017-08-294.484755254430.59044581502343218.37698703720562017-08-304.496805151432.3273979966088213.973854540264652017-08-314.511642762434.0643501781943208.552068241709952017-09-014.483872454435.8013023597796218.699569300025472017-09-024.481958316437.53825454136506219.399011425586652017-09-034.450372295439.27520672295043230.940805664387372017-09-044.461168253441.0121589045359226.99587280921432017-09-054.479733625442.7491110861213220.211931739340342017-09-064.478407754444.4860632677067220.696416021585722017-09-074.446785619446.22301544929206232.251406730285052017-09-084.444325903447.9599676308775233.150207568401872017-09-094.437100219449.6969198124629235.790532268829052017-09-104.43697321451.43387199404833235.836942741788682017-09-114.433145537453.1708241756337237.235606063223322017-09-124.404046486454.9077763572191247.86864092507362017-09-134.325351438456.64472853880454276.62446497560372017-09-144.383168827458.38168072038997255.497510857185742017-09-154.382215223460.1186329019754255.845965680637422017-09-164.381241468461.8555850835608256.20178378899642017-09-174.427112676463.5925372651462239.440063546522482017-09-184.409121231465.3294894467316246.01428687159492017-09-194.404166374467.066441628317247.824832833740862017-09-204.376649942468.80339380990245257.879565735439542017-09-214.375864714470.54034599148787258.16649430402142017-09-224.396338857472.27729817307323250.685072540997082017-09-234.384102408474.01425035465866255.156372647608352017-09-244.415090258475.7512025362441243.83315505184932017-09-254.412779641477.4881547178295244.677473635308842017-09-264.446459497479.2251068994149232.370574675193722017-09-274.445323923480.9620590810003232.785522746150782017-09-284.442652198482.6990112625857233.761793070377222017-09-294.461933504484.43596344417114226.71624396694742017-09-304.466333688486.17291562575656225.108380062300282017-10-014.466793502487.909867807342224.940360131470022017-10-024.458532095489.64681998892735227.959147015084172017-10-034.449015316491.38377217051277231.436656915203862017-10-044.45884928493.12072435209814227.843244910822932017-10-054.463654136494.8576765336836226.087510671371322017-10-064.470131065496.594628715269223.720787105792232017-10-074.485480085498.3315808968544218.112127765970172017-10-084.499989334500.06853307843977212.810327481019842017-10-094.494752729501.80548526002525214.723826618361042017-10-104.502836639503.5424374416106211.769898852069672017-10-114.55428317505.2793896231961192.970909259856972017-10-124.56944414507.01634180478146187.430964685957632017-10-134.582313408508.7532939863669182.728427329533252017-10-144.574228103510.49024616795225185.682864867712852017-10-154.578833969512.2271983495377183.999843447474182017-10-164.568905415513.9641505311231187.62781936839772017-10-174.567355787515.7011027127086188.19406624963552017-10-184.576387427517.4380548942939184.89383014134792017-10-194.598067905519.1750070758794176.97160335002862017-10-204.600177594520.9119592574647176.200705462279472017-10-214.598495042522.6489114390502176.815523859369482017-10-224.592665203524.3858636206355178.945795628580922017-10-234.563611591526.122815802221189.562226445300382017-10-244.580548652527.8597679838064183.373283845477942017-10-254.592265607529.5967201653918179.091811412393952017-10-264.58379934531.3336723469772182.18545533161412017-10-274.581175677533.0706245285627183.14416373476332017-10-284.611988688534.807576710148171.884833635976972017-10-294.609402295536.5445288917335172.829922973088232017-10-304.631230628538.2814810733189164.853668903818462017-10-314.649062122540.0184332549043158.337893100491042017-11-014.6670979541.7553854364896151.747469829287642017-11-024.676858153543.4923376180751148.180992439565782017-11-034.690612449545.2292897996605143.155058710539042017-11-044.689371024546.966241981246143.608685688636852017-11-054.664256392548.7031941628313152.785780772122962017-11-064.674392621550.4401463444168149.08191825765552017-11-074.693964252552.1770985260022141.930282077663152017-11-084.676217911553.9140507075876148.414942246886432017-11-094.639854886555.651002889173161.70229366526122017-11-104.624127332557.3879550707584167.449272534374242017-11-114.589994257559.1249072523437179.92178154521022017-11-124.636277217560.8618594339292163.0096033254662017-11-134.641484026562.5988116155146161.106992324110082017-11-144.683335271564.3357637971001145.814199865382142017-11-154.716103554566.0727159786854133.840397159411962017-11-164.707340195567.8096681602709137.042601402718562017-11-174.712161267569.5466203418563135.28094166350152017-11-184.726556065571.2835725234418130.02096283423092017-11-194.737637845573.0205247050271125.971588492598072017-11-204.72975587574.7574768866125128.8517273280482017-11-214.735622849576.4944290681979126.707884605994142017-11-224.721612789578.2313812497833131.827276901067882017-11-234.733486163579.9683334313687127.488647275576342017-11-244.76231087581.7052856129542116.955859992762162017-11-254.78518742583.4422377945396108.596578830194862017-11-264.807846093585.179189976125100.31691144453022017-11-274.815962732586.916142157710497.351024379363422017-11-284.812177774588.653094339295998.734079317335162017-11-294.816791279590.390046520881297.048266353290842017-11-304.856275635592.126998702466782.620354922834282017-12-014.857808753593.86395088405282.060140841774342017-12-024.8692728595.600903065637577.871082897473062017-12-034.885655174597.337855247222871.884827266767162017-12-044.888729738599.074807428808370.761355914265042017-12-054.957506722600.811759610393645.629674995773092017-12-065.047621386602.54871179197912.7010286622353872017-12-075.026259446604.285663973564520.5068587860651522017-12-084.994211536606.0226161551532.217431113971262017-12-094.997932186607.759568336735230.8578747281206352017-12-105.043920018609.496520518320714.0535392894590812017-12-115.055882676611.23347269990619.6822844500087512017-12-12log收盘价 \ No newline at end of file diff --git "a/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\212\230\347\272\277\345\233\276\357\274\210\357\277\245\357\274\211.svg" "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\212\230\347\272\277\345\233\276\357\274\210\357\277\245\357\274\211.svg" new file mode 100644 index 0000000000000000000000000000000000000000..7d98b16e7f29b90d29ed3f2cae2c472545a65a79 --- /dev/null +++ "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\212\230\347\272\277\345\233\276\357\274\210\357\277\245\357\274\211.svg" @@ -0,0 +1,4 @@ + +收盘价（￥）1000010000200002000030000300004000040000500005000060000600007000070000800008000090000900001000001000001100001100002017-01-012017-01-212017-02-102017-03-022017-03-222017-04-112017-05-012017-05-212017-06-102017-06-302017-07-202017-08-092017-08-292017-09-182017-10-082017-10-282017-11-172017-12-07收盘价（￥）692812.123431591400875486.89329165761782017-01-01707013.880450662618392486.2588213847492017-01-02717515.63746973383591485.78967083086712017-01-03783517.39448880505343482.84072449218112017-01-04692819.151507876270944486.89329165761782017-01-05619620.908526947488465490.16394123325142017-01-06626222.665546018705985489.86904659938282017-01-07631924.422565089923506489.614364870132652017-01-08623926.179584161141022489.97181291118552017-01-09626327.936603232358536489.86457849886962017-01-10538329.693622303576056493.7965069504512017-01-11556631.450641374793573492.97884455654262017-01-12570033.20766044601109492.380119087779062017-01-13564834.96467951722861492.61246031446342017-01-14567436.72169858844613492.496289701121272017-01-15573038.478717659663644492.246076072384262017-01-16620240.23573673088117490.137132630172462017-01-17604741.992755802098685490.829688209712342017-01-18617043.74977487331619490.280111846593572017-01-19613145.50679394453372490.45436776660682017-01-20632647.26381301575123489.58308816654052017-01-21636249.02083208696876489.422236548066732017-01-22625550.77785115818627489.90032330297492017-01-23607452.53487022940379490.7090494958572017-01-24615454.291889300621314490.351601454804152017-01-25629556.04890837183883489.72159928244852017-01-26632057.805927443056355489.609896769619472017-01-27633259.56294651427387489.556279563461542017-01-28628961.31996558549138489.748407885527462017-01-29633263.076984656708895489.556279563461542017-01-30665764.83400372792642488.104146896684372017-01-31679366.59102279914394487.49648522689452017-02-01693468.34804187036146486.866483054538832017-02-02699570.10506094157897486.593928923236042017-02-03710271.8620800127965486.115842168327842017-02-04696573.61909908401402486.727971938630842017-02-05703475.37611815523152486.41967300322282017-02-06724577.13313722644905485.47690379494592017-02-07724678.89015629766656485.47243569443272017-02-08681180.64717536888408487.41605941765762017-02-09683382.4041944401016487.317761206368062017-02-10694684.16121351131912486.81286584838092017-02-11688385.91823258253665487.094356180710072017-02-12685887.67525165375416487.206058693539032017-02-13693089.43227072497166486.88435545659152017-02-14693591.18928979618919486.862014954025652017-02-15708892.9463088674067486.17839557551212017-02-16722994.70332793862421485.548393403156472017-02-17726796.46034700984174485.378605583656342017-02-18722098.21736608105925485.58860630777492017-02-19745099.97438515227678484.560943189747952017-02-207732101.7314042234943483.30093884503662017-02-217716103.48842329471182483.37242845324722017-02-228092105.24544236592934481.69242266029882017-02-238109107.00246143714685481.61646495157512017-02-247908108.75948050836436482.51455315472042017-02-258137110.51649957958188481.49135813720662017-02-268206112.27351865079939481.18305920179852017-02-278176114.03053772201692481.317102217193342017-02-288464115.78755679323443480.030289269403062017-03-018688117.54457586445196479.02943475445512017-03-028900119.30159493566947478.082197445665032017-03-038741121.058614006887478.79262542725762017-03-048816122.81563307810451478.45751788877052017-03-058832124.57265214932202478.386028280559972017-03-068504126.32967122053955479.85156524887662017-03-077953128.08669029175707482.313488631628162017-03-088235129.8437093629746481.053484286916842017-03-097716131.60072843419212483.37242845324722017-03-108161133.3577475054096481.384123724890742017-03-118441135.11476657662715480.13305558120582017-03-128595136.87178564784466479.4449681021792017-03-138616138.62880471906215479.351137991402652017-03-148711140.3858237902797478.92666844265242017-03-158091142.1428428614972481.6968907608122017-03-167379143.8998619327147484.878178326182362017-03-176694145.65688100393226487.93882717769742017-03-187028147.41390007514977486.446481606301752017-03-197196149.17091914636728485.695840720090762017-03-207680150.9279382175848483.533280071721042017-03-217139152.6849572888023485.95052244934092017-03-227092154.44197636001982486.160523173459472017-03-236437156.19899543123736489.087129009579662017-03-246640157.95601450245488488.18010460540812017-03-256623159.71303357367242488.25606231413182017-03-267151161.47005264488993485.896905243182972017-03-277184163.22707171610742485.74945792624872017-03-287168164.98409078732496485.820947534459262017-03-297146166.74110985854247485.91924574574882017-03-307439168.49812892976484.610092295392752017-03-317506170.25514800097753484.310729561010932017-04-017566172.01216707219504484.04264353022132017-04-027903173.76918614341255482.53689365728622017-04-037874175.52620521463007482.666468572167842017-04-047827177.28322428584758482.87646929628642017-04-058212179.0402433570651481.156250598719572017-04-068236180.79726242828264481.04901618640372017-04-078180182.55428149950015481.29922981514072017-04-088354184.31130057071766480.52178032585072017-04-098375186.0683196419352480.427950215074362017-04-108442187.8253387131527480.12858748069262017-04-118382189.5823577843702480.39667351148222017-04-128117191.33937685558774481.580720147469832017-04-138151193.09639592680526481.428804730022362017-04-148129194.85341499802277481.52710294131192017-04-158167196.6104340692403481.35731512181182017-04-168267198.36745314045783480.910505070495732017-04-178379200.12447221167534480.41007781302172017-04-188436201.88149128289285480.155396083771562017-04-198639203.63851035411037479.24837167959992017-04-208654205.39552942532788479.18135017190252017-04-218567207.1525484965454479.57007491654752017-04-228458208.90956756776288480.0570978724822017-04-238594210.66658663898042479.44943620269222017-04-248700212.42360571019793478.975817548297132017-04-258857214.18062478141545478.274325767730942017-04-269167215.937643852633476.88921460865112017-04-279101217.6946629238505477.184109242519752017-04-289149219.45168199506801476.969640417888062017-04-299325221.20870106628553476.183254727571752017-04-309665222.96572013750304474.66410055309712017-05-019944224.72273920872055473.417500509925332017-05-0210292226.4797582799381471.862601531345432017-05-0310452228.2367773511556471.14770544923972017-05-0410439229.99379642237315471.20579075591082017-05-0510688231.75081549359066470.09323372813382017-05-0610660233.50783456480815470.21834054250232017-05-0711317235.2648536360257467.282798505355742017-05-0811794237.0218727072432465.15151456057812017-05-0912126238.77889177846072463.66810519020882017-05-1012478240.53591084967826462.095333809576232017-05-1111569242.29292992089577466.15683717603932017-05-1212141244.0499489921133463.60108368251142017-05-1312229245.8069680633308463.207890837353262017-05-1411701247.56398713454834465.56704790830212017-05-1511835249.32100620576583464.968322439538552017-05-1612403251.0780252769834462.43044134806332017-05-1713002252.83504434820088459.75404914068012017-05-1813549254.59206341941837457.30999815998122017-05-1914127256.3490824906359454.727436063374342017-05-2014091258.10610156185345454.888287681848172017-05-2114731259.863120633071452.02870335342532017-05-2215784261.6201397042884447.32379351306722017-05-2317061263.37715877550596441.618029157761042017-05-2416190265.13417784672345445.509744704723972017-05-2515402266.891196917941449.030607909094562017-05-2614440268.64821598915853453.32892060275512017-05-2715139270.40523506037607450.20571834405582017-05-2815700272.16225413159356447.699113956172652017-05-2915064273.91927320281104450.540825882542832017-05-3015869275.6762922740286446.944004969448542017-05-3116693277.4333113452461443.26229014660422017-06-0117149279.19033041646367441.22483631260292017-06-0217410280.94734948768115440.058662078667962017-06-0317399282.7043685588987440.107811184312772017-06-0418621284.4613876301162434.647792357230462017-06-0519797286.21840670133366429.393306153753542017-06-0618205287.97542577255126436.506522170705242017-06-0719209289.73244484376875432.020549255491972017-06-0819218291.4894639149863431.980336350873532017-06-0920004293.2464829862038428.468409347529252017-06-1020472295.0035020574213426.37733830737012017-06-1118234296.7605211286388436.37694725582362017-06-1218615298.51754019985634434.67460096030942017-06-1316946300.2745592710739442.13186071677452017-06-1416724302.03157834229137443.12377903069622017-06-1517217303.78859741350885440.9210054777082017-06-1618142305.5456164847264436.78801250303442017-06-1717535307.30263555594394439.50014951452292017-06-1818015309.0596546271615437.35546126820582017-06-1918975310.81667369837896433.06608477557162017-06-2018522312.5736927695965435.09013430803332017-06-2118733314.330711840814434.14736509975652017-06-2218720316.08773091203153434.205450406427532017-06-2317906317.8447499832491437.84248422414032017-06-2417734319.6017690544666438.610997512403972017-06-2517001321.35878812568404441.886115188550662017-06-2617666323.1158071969016438.914828347298852017-06-2717575324.87282626811907439.321425493996462017-06-2817385326.6298453393366440.1703645914972017-06-2916943328.38686441055415442.1452650183142017-06-3016674330.1438834817717443.34718405635422017-07-0117150331.9009025529892441.220368212089742017-07-0217549333.6579216242067439.437596107338662017-07-0317851335.4149406954242438.088229752364162017-07-0417812337.17195976664175438.26248567237742017-07-0517813338.9289788378593438.258017571864232017-07-0617156340.68599790907683441.19355960901082017-07-0717557342.4430169802943439.401851303233342017-07-0817189344.20003605151174441.04611229207652017-07-0916137345.9570551227293445.74655403192152017-07-1015865347.71407419394683446.961877371501152017-07-1116446349.47109326516437444.365910973354862017-07-1216036351.22811233638186446.19783218375072017-07-1315132352.9851314075994450.236995047647952017-07-1413510354.7421504788169457.484254079994462017-07-1513075356.4991695500344459.427877803219362017-07-1615192358.25618862125197449.96890901685832017-07-1715706360.0132076924695447.67230535309372017-07-1815491361.770226763687448.632946963423252017-07-1919449363.52724583490453430.948205132333442017-07-2018231365.284264906122436.39035155736312017-07-2119210367.04128397733956432.01608115497882017-07-2218585368.79830304855705434.808643975704232017-07-2318762370.5553221197746434.01779018487482017-07-2417489372.3123411909921439.70568213812832017-07-2517219374.0693602622096440.91206927668172017-07-2618188375.8263793334271436.5824798794292017-07-2718898377.5833984046447433.41012851508492017-07-2818326379.3404174758622435.96588200861282017-07-2918499381.0974365470797435.192900619836052017-07-3019334382.8544556182972431.46203669134692017-07-3118376384.61147468951475435.74247698295482017-08-0118305386.36849376073224436.05971211938922017-08-0218901388.12551283194983433.396724213545442017-08-0319412389.88253190316726431.11352485132042017-08-0422227391.63955097438486418.53582190677322017-08-0522027393.3965700456023419.42944200940532017-08-0623063395.15358911681983414.80048987777092017-08-0723332396.9106081880373413.598570839730662017-08-0822541398.66762725925486417.13283834564072017-08-0922904400.4246463304724415.51091785936342017-08-1024526402.1816654016899408.263658827016852017-08-1126109403.9386844729074401.190655714683542017-08-1227390405.6957035441249395.46701895732482017-08-1329237407.45272261534245387.21443730951712017-08-1428073409.20974168656392.41530630683612017-08-1529612410.96676075777754385.53889961708182017-08-1628816412.72377982899496389.095507625557732017-08-1727752414.4807989002125393.84956657156072017-08-1828062416.23781797143392.464455412480852017-08-1927416417.9948370426476395.350848343982652017-08-2026919419.7518561138651397.571494299023472017-08-2127565421.5088751850826394.685101367521672017-08-2227907423.2658942563001393.157010992020732017-08-2329063425.02291332751764387.991886798807062017-08-2429305426.7799323987351386.910606474622172017-08-2529168428.5369514699527387.522736244925172017-08-2628945430.2939705411702388.519122659362017-08-2729340432.05098961238775386.75422295666162017-08-2830656433.80800868360524380.87420268134212017-08-2930532435.5650277548228381.42824714497412017-08-3031391437.32204682604026377.59014880416912017-08-3132482439.0790658972578372.71545114431082017-09-0130470440.8360849684753381.705269376792017-09-0230336442.59310403969283382.30399484555362017-09-0328208444.3501231109103391.81211273755942017-09-0428918446.10714218212786388.63976137321532017-09-0530181447.8641612533454382.996550425093462017-09-0630089449.62118032456294383.407615672304252017-09-0727976451.3781993957804392.848712056612672017-09-0827818453.1352184669979393.554671937692042017-09-0927359454.89223753821545395.60553007323282017-09-1027351456.64925660943294395.641274877338052017-09-1127111458.40627568065054396.713619000496642017-09-1225354460.16329475186797404.564071602119842017-09-1321152461.9203138230855423.339029958420842017-09-1424164463.677332894303409.881111212781042017-09-1524111465.43435196552053410.11792053997852017-09-1624057467.191371036738410.35919796768922017-09-1726737468.9483901079556398.38468859241872017-09-1825652470.7054091791731403.2325776491982017-09-1925361472.46242825039064404.532794898527752017-09-2023804474.21944732160813411.489627397518862017-09-2123761475.97646639282567411.681755719584772017-09-2224908477.7334854640432406.55684443098952017-09-2324216479.49050453526075409.64876998609672017-09-2426007481.24752360647824401.646401967025952017-09-2525869483.0045426776958402.262999837842132017-09-2627955484.7615617489132392.942542167389042017-09-2727882486.51858082013075393.268713504849762017-09-2827711488.2755998913483394.03275869260022017-09-2928969490.03261896256583388.411888247044152017-09-3029264491.7896380337833387.09379859566172017-10-0129295493.54665710500086386.95528747975382017-10-0228743495.3036761762183389.421678963018452017-10-0328120497.06069524743594392.205305582717532017-10-0428764498.81771431865343389.32784885224212017-10-0529084500.57473338987097387.89805668803072017-10-0629521502.3317524610884385.94549676377952017-10-0730583504.08877153230594381.200374018802852017-10-0831622505.8457906035235376.5580175856292017-10-0931243507.602809674741378.25142768011682017-10-1031830509.3598287459585375.628652678891572017-10-1135833511.11684781717605357.74284632470952017-10-1237106512.8738668883935352.0549543714562017-10-1338222514.6308859596111347.06855419876872017-10-1437517516.3879050308286350.2185650605472017-10-1537917518.144924102046348.43132485528272017-10-1637060519.9019431732636352.260486995061342017-10-1736928521.6589622444811352.85027626279862017-10-1837704523.4159813156987349.383030264585952017-10-1939634525.1730003869161340.75959627418592017-10-2039827526.9300194581336339.89725287514592017-10-2139673528.6870385293512340.58534035417272017-10-2239144530.4440576005687342.94896552563462017-10-2336611532.2010766717862354.266664125470472017-10-2438067533.9580957430038347.761109778308652017-10-2539108535.7151148142214343.109817144108432017-10-2638353537.4721338854389346.48323303154472017-10-2738122539.2291529566563347.515364250084762017-10-2840925540.9861720278739334.991278511695552017-10-2940682542.7431910990913336.07702693639352017-10-3042779544.5002101703088326.707420160295672017-10-3144572546.2572292415264318.696115940198642017-11-0146462548.0142483127439310.251405970325042017-11-0247518549.7712673839613305.53309182842742017-11-0349047551.5282864551789298.701366143804762017-11-0448907553.2853055263965299.32690021564732017-11-0546159555.0423245976141311.60524042581272017-11-0647249556.7993436688315306.735010866467632017-11-0749427558.556362740049297.003487948803752017-11-0847448560.3133818112666305.845858864348662017-11-0943637562.0704008824841322.873789920003842017-11-1042085563.8274199537016329.808281916429172017-11-1138904565.584439024919344.02130964879322017-11-1243279567.3414580961365324.473369903715372017-11-1343801569.0984771673541322.14102143584552017-11-1448232570.8554962385716302.342868062030732017-11-1552012572.6125153097892285.45344812228352017-11-1650973574.3695343810067290.09580455545742017-11-1751542576.1265534522242287.553455363468972017-11-1853279577.8835725234418279.792364772108952017-11-1954656579.6405915946592273.639790365486762017-11-2053673581.3976106658768278.031933169923662017-11-2154403583.1546297370943274.77021979531642017-11-2252676584.9116488083118282.486629381544842017-11-2354136586.6686678795293275.96320263233032017-11-2457851588.4256869507468259.36420922593852017-11-2560980590.1827060219642245.383522720258842017-11-2664246591.9397250931818230.790706444276222017-11-2765458593.6967441643994225.375368622325542017-11-2864890595.453763235617227.913249713800782017-11-2965583597.2107823068344224.816856058180462017-11-3071825598.967801378052196.926972655031762017-12-0172079600.7248204492695195.792075124688952017-12-0274007602.481839520487187.177577335315282017-12-0376852604.2388585917045174.465831375373232017-12-0477398605.995877662922172.026248495187532017-12-0590679607.7528967341394112.685405579901042017-12-06111589609.50991580535719.257423849712042017-12-07106233611.266934876574543.1885701982004662017-12-0898676613.023953947792276.954005776155442017-12-0999525614.780973019009673.1605884404822017-12-10110642616.537992090227123.488715035675172017-12-11113732618.29501116144479.6822844500088082017-12-12收盘价 \ No newline at end of file diff --git "a/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\230\237\346\234\237\345\235\207\345\200\274\357\274\210\357\277\245\357\274\211 .svg" "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\230\237\346\234\237\345\235\207\345\200\274\357\274\210\357\277\245\357\274\211 .svg" new file mode 100644 index 0000000000000000000000000000000000000000..53763c3a1cbff855419322d7364346923146f613 --- /dev/null +++ "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\230\237\346\234\237\345\235\207\345\200\274\357\274\210\357\277\245\357\274\211 .svg" @@ -0,0 +1,4 @@ + +收盘价星期均值（￥）2100021000211002110021200212002130021300214002140021500215002160021600217002170021800218002190021900220002200022100221002220022200223002230022400224001234567收盘价星期均值（￥）20995.1020412.776923076923076504.1153846153843121097.65306119.25128205128203470.06391869572286221589.97959225.725641025641306.58977663683294322261.30612332.283.67973257170343422259.93878438.6743589743589484.13375211729908522336.87755545.14871794871858.586682163642536622483.55102651.62307692307689.88461538461577星期均值 \ No newline at end of file diff --git "a/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\230\237\346\234\237\345\235\207\345\200\274\357\274\210\357\277\245\357\274\211.svg" "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\230\237\346\234\237\345\235\207\345\200\274\357\274\210\357\277\245\357\274\211.svg" new file mode 100644 index 0000000000000000000000000000000000000000..5486831087e981fc19a5b4f23b54b2522b25193d --- /dev/null +++ "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\230\237\346\234\237\345\235\207\345\200\274\357\274\210\357\277\245\357\274\211.svg" @@ -0,0 +1,4 @@ + +收盘价星期均值（￥）210002100021100211002120021200213002130021400214002150021500216002160021700217002180021800219002190022000220002210022100222002220022300223002240022400周一周二周三周四周五周六周日收盘价星期均值（￥）20995.1020412.776923076923076504.1153846153843周一21097.65306119.25128205128203470.06391869572286周二21589.97959225.725641025641306.58977663683294周三22261.30612332.283.67973257170343周四22259.93878438.6743589743589484.13375211729908周五22336.87755545.14871794871858.586682163642536周六22483.55102651.62307692307689.8846153846157周日星期均值 \ No newline at end of file diff --git "a/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\234\210\346\227\245\345\235\207\345\200\274 \357\274\210\357\277\245\357\274\211 .svg" "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\234\210\346\227\245\345\235\207\345\200\274 \357\274\210\357\277\245\357\274\211 .svg" new file mode 100644 index 0000000000000000000000000000000000000000..153bbae2e051538968956d86cdf3e357b6b9d45b --- /dev/null +++ "b/matplotlib_dataScience/\346\224\266\347\233\230\344\273\267\346\234\210\346\227\245\345\235\207\345\200\274 \357\274\210\357\277\245\357\274\211 .svg" @@ -0,0 +1,4 @@ + +收盘价月日均值 （￥）100001000020000200003000030000400004000050000500001234567891011收盘价月日均值 （￥）6285.87096812.776923076923076504.1153846153846417315.71428676.66153846153847492.842363091391327789.032258140.54615384615386487.6612606878698638390.466667204.43076923076922481.07775141503083412963.93548268.31538461538463431.01497825729825518092.16667332.2374.87958416891144617146.16129396.08461538461535385.23488655640205726092.64516459.9692307692307287.30357653921516826865.63333523.8538461538461278.84218037422386935460.67742587.7384615384616184.757851923016231051436.16667651.62307692307689.88461538461541511月日均值 \ No newline at end of file