diff --git a/src/chart/helper/createGraphFromNodeEdge.js b/src/chart/helper/createGraphFromNodeEdge.js
index c78818b8ce0640a769d6c23514b28b612cdaa60a..ca53e1a00beaf4b58472a402b44a80ffe1080885 100644
--- a/src/chart/helper/createGraphFromNodeEdge.js
+++ b/src/chart/helper/createGraphFromNodeEdge.js
@@ -38,14 +38,18 @@ export default function (nodes, edges, seriesModel, directed, beforeLink) {
         nodeData = createListFromArray(nodes, seriesModel);
     }
     else {
-        // FIXME
         var coordSysCtor = CoordinateSystem.get(coordSys);
-        // FIXME
+        var coordDimensions = (coordSysCtor && coordSysCtor.type !== 'view')
+            ? (coordSysCtor.dimensions || []) : [];
+        // FIXME: Some geo do not need `value` dimenson, whereas `calendar` needs
+        // `value` dimension, but graph need `value` dimension. It's better to
+        // uniform this behavior.
+        if (zrUtil.indexOf(coordDimensions, 'value') < 0) {
+            coordDimensions.concat(['value']);
+        }
+
         var dimensionNames = createDimensions(nodes, {
-            coordDimensions: (
-                (coordSysCtor && coordSysCtor.type !== 'view')
-                    ? (coordSysCtor.dimensions || []) : []
-            ).concat(['value'])
+            coordDimensions: coordDimensions
         });
         nodeData = new List(dimensionNames, seriesModel);
         nodeData.initData(nodes);
diff --git a/test/graph-simple.html b/test/graph-simple.html
index 638fac489530d66acd6a558d4095019aedc73bb9..9a9dffa8d12ff51b685aee79a4d2d201f7787578 100644
--- a/test/graph-simple.html
+++ b/test/graph-simple.html
@@ -14,6 +14,7 @@
             }
         </style>
         hover node3, edge label should be displayed.
+        节点1 should display value in tooltip.
         <div id="main"></div>
         <script>
 
@@ -57,7 +58,8 @@
                             data: [{
                                 name: '节点1',
                                 x: 300,
-                                y: 300
+                                y: 300,
+                                value: 2321
                             }, {
                                 name: '节点2',
                                 x: 800,