Merge pull request python-visualization#558 from jsignell/patch_01

added heatmap example
sanga · Oct 26, 2016 · df1d084 · df1d084
2 parents 53150b7 + 6ae55fc
commit df1d084
Showing 1 changed file with 100 additions and 0 deletions.
diff --git a/examples/test_heatmap.ipynb b/examples/test_heatmap.ipynb
@@ -0,0 +1,100 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/home/jsignell/miniconda2/envs/folium3/lib/python3.5/site-packages/folium/__init__.py\n",
+      "0.2.1\n"
+     ]
+    }
+   ],
+   "source": [
+    "import folium\n",
+    "from folium import plugins\n",
+    "\n",
+    "print(folium.__file__)\n",
+    "print(folium.__version__)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "\n",
+    "data = (np.random.normal(size=(100, 3)) *\n",
+    "        np.array([[1, 1, 1]]) +\n",
+    "        np.array([[48, 5, 1]])).tolist()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "data": {
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+      ],
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+     },
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+     "metadata": {},
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+    "mapa = folium.Map([48., 5.], tiles='stamentoner', zoom_start=6)\n",
+    "mapa.add_children(plugins.HeatMap(data))\n",
+    "mapa"
+   ]
+  },
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