{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.5.0+27.g2d457b0.dirty\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import folium\n",
    "\n",
    "print(folium.__version__)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "data = (\n",
    "    np.random.normal(size=(100, 3)) *\n",
    "    np.array([[1, 1, 1]]) +\n",
    "    np.array([[48, 5, 1]])\n",
    ").tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
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      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fe8bb87f908>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from folium.plugins import HeatMap\n",
    "\n",
    "m = folium.Map([48., 5.], tiles='stamentoner', zoom_start=6)\n",
    "\n",
    "HeatMap(data).add_to(m)\n",
    "\n",
    "m.save(os.path.join('results', 'Heatmap.html'))\n",
    "\n",
    "m"
   ]
  }
 ],
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