test_scatter_plot.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# How to draw a *scatter* plot with folium"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import sys\n",
    "sys.path.insert(0, 'folium')\n",
    "sys.path.insert(0, 'branca')\n",
    "\n",
    "import branca\n",
    "import folium"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We create a sample of data thanks to `numpy`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "n = 100\n",
    "lats = np.random.uniform(38, 53, n)\n",
    "lngs = np.random.uniform(-17, 23, n)\n",
    "sizes = np.random.uniform(2, 20, n)\n",
    "colors = np.random.uniform(0, 50, n)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We create a colormap thanks to `branca`. You can also create your own function or use `matplotlib`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "#ffff00\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<svg height=\"50\" width=\"500\"><line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"20\" style=\"stroke:#008000;stroke-width:3;\" /><line x1=\"1\" y1=\"0\" x2=\"1\" y2=\"20\" style=\"stroke:#018100;stroke-width:3;\" /><line x1=\"2\" y1=\"0\" x2=\"2\" y2=\"20\" style=\"stroke:#028100;stroke-width:3;\" /><line x1=\"3\" y1=\"0\" x2=\"3\" y2=\"20\" style=\"stroke:#038200;stroke-width:3;\" /><line x1=\"4\" y1=\"0\" x2=\"4\" y2=\"20\" style=\"stroke:#048200;stroke-width:3;\" /><line x1=\"5\" y1=\"0\" x2=\"5\" y2=\"20\" style=\"stroke:#058300;stroke-width:3;\" /><line x1=\"6\" y1=\"0\" x2=\"6\" y2=\"20\" style=\"stroke:#068300;stroke-width:3;\" /><line x1=\"7\" y1=\"0\" x2=\"7\" y2=\"20\" style=\"stroke:#078400;stroke-width:3;\" /><line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"20\" style=\"stroke:#088400;stroke-width:3;\" /><line x1=\"9\" y1=\"0\" x2=\"9\" y2=\"20\" style=\"stroke:#098500;stroke-width:3;\" /><line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"20\" style=\"stroke:#0a8500;stroke-width:3;\" /><line x1=\"11\" y1=\"0\" x2=\"11\" y2=\"20\" style=\"stroke:#0b8600;stroke-width:3;\" /><line x1=\"12\" y1=\"0\" x2=\"12\" y2=\"20\" style=\"stroke:#0c8600;stroke-width:3;\" /><line x1=\"13\" y1=\"0\" x2=\"13\" y2=\"20\" style=\"stroke:#0d8700;stroke-width:3;\" /><line x1=\"14\" y1=\"0\" x2=\"14\" y2=\"20\" style=\"stroke:#0e8700;stroke-width:3;\" /><line x1=\"15\" y1=\"0\" x2=\"15\" y2=\"20\" style=\"stroke:#0f8800;stroke-width:3;\" /><line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"20\" style=\"stroke:#108800;stroke-width:3;\" /><line x1=\"17\" y1=\"0\" x2=\"17\" y2=\"20\" style=\"stroke:#118900;stroke-width:3;\" /><line x1=\"18\" y1=\"0\" x2=\"18\" y2=\"20\" style=\"stroke:#128900;stroke-width:3;\" /><line x1=\"19\" y1=\"0\" x2=\"19\" y2=\"20\" style=\"stroke:#138a00;stroke-width:3;\" /><line x1=\"20\" y1=\"0\" x2=\"20\" y2=\"20\" style=\"stroke:#148a00;stroke-width:3;\" /><line x1=\"21\" y1=\"0\" x2=\"21\" y2=\"20\" style=\"stroke:#158b00;stroke-width:3;\" /><line x1=\"22\" y1=\"0\" x2=\"22\" y2=\"20\" style=\"stroke:#168b00;stroke-width:3;\" /><line x1=\"23\" y1=\"0\" x2=\"23\" y2=\"20\" style=\"stroke:#178c00;stroke-width:3;\" /><line x1=\"24\" y1=\"0\" x2=\"24\" y2=\"20\" style=\"stroke:#188c00;stroke-width:3;\" /><line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"20\" style=\"stroke:#198d00;stroke-width:3;\" /><line x1=\"26\" y1=\"0\" x2=\"26\" y2=\"20\" style=\"stroke:#1a8d00;stroke-width:3;\" /><line x1=\"27\" y1=\"0\" x2=\"27\" y2=\"20\" style=\"stroke:#1b8e00;stroke-width:3;\" /><line x1=\"28\" y1=\"0\" x2=\"28\" y2=\"20\" style=\"stroke:#1c8e00;stroke-width:3;\" /><line x1=\"29\" y1=\"0\" x2=\"29\" y2=\"20\" style=\"stroke:#1d8f00;stroke-width:3;\" /><line x1=\"30\" y1=\"0\" x2=\"30\" y2=\"20\" style=\"stroke:#1e8f00;stroke-width:3;\" /><line x1=\"31\" y1=\"0\" x2=\"31\" y2=\"20\" style=\"stroke:#1f9000;stroke-width:3;\" /><line x1=\"32\" y1=\"0\" x2=\"32\" y2=\"20\" style=\"stroke:#209000;stroke-width:3;\" /><line x1=\"33\" y1=\"0\" x2=\"33\" y2=\"20\" style=\"stroke:#219100;stroke-width:3;\" /><line x1=\"34\" y1=\"0\" x2=\"34\" y2=\"20\" style=\"stroke:#229100;stroke-width:3;\" /><line x1=\"35\" y1=\"0\" x2=\"35\" y2=\"20\" style=\"stroke:#239200;stroke-width:3;\" /><line x1=\"36\" y1=\"0\" x2=\"36\" y2=\"20\" style=\"stroke:#249200;stroke-width:3;\" /><line x1=\"37\" y1=\"0\" x2=\"37\" y2=\"20\" style=\"stroke:#259300;stroke-width:3;\" /><line x1=\"38\" y1=\"0\" x2=\"38\" y2=\"20\" style=\"stroke:#269300;stroke-width:3;\" /><line x1=\"39\" y1=\"0\" x2=\"39\" y2=\"20\" style=\"stroke:#289400;stroke-width:3;\" /><line x1=\"40\" y1=\"0\" x2=\"40\" y2=\"20\" style=\"stroke:#299400;stroke-width:3;\" /><line x1=\"41\" y1=\"0\" x2=\"41\" y2=\"20\" style=\"stroke:#2a9500;stroke-width:3;\" /><line x1=\"42\" y1=\"0\" x2=\"42\" y2=\"20\" style=\"stroke:#2b9500;stroke-width:3;\" /><line x1=\"43\" y1=\"0\" x2=\"43\" y2=\"20\" style=\"stroke:#2c9600;stroke-width:3;\" /><line x1=\"44\" y1=\"0\" x2=\"44\" y2=\"20\" style=\"stroke:#2d9600;stroke-width:3;\" /><line x1=\"45\" y1=\"0\" x2=\"45\" y2=\"20\" style=\"stroke:#2e9700;stroke-width:3;\" /><line x1=\"46\" y1=\"0\" x2=\"46\" y2=\"20\" style=\"stroke:#2f9800;stroke-width:3;\" /><line x1=\"47\" y1=\"0\" x2=\"47\" y2=\"20\" style=\"stroke:#309800;stroke-width:3;\" /><line x1=\"48\" y1=\"0\" x2=\"48\" y2=\"20\" style=\"stroke:#319900;stroke-width:3;\" /><line x1=\"49\" y1=\"0\" x2=\"49\" y2=\"20\" style=\"stroke:#329900;stroke-width:3;\" /><line x1=\"50\" y1=\"0\" x2=\"50\" y2=\"20\" style=\"stroke:#339a00;stroke-width:3;\" /><line x1=\"51\" y1=\"0\" x2=\"51\" y2=\"20\" style=\"stroke:#349a00;stroke-width:3;\" /><line x1=\"52\" y1=\"0\" x2=\"52\" y2=\"20\" style=\"stroke:#359b00;stroke-width:3;\" /><line x1=\"53\" y1=\"0\" x2=\"53\" y2=\"20\" style=\"stroke:#369b00;stroke-width:3;\" /><line x1=\"54\" y1=\"0\" x2=\"54\" y2=\"20\" style=\"stroke:#379c00;stroke-width:3;\" /><line x1=\"55\" y1=\"0\" x2=\"55\" y2=\"20\" style=\"stroke:#389c00;stroke-width:3;\" /><line x1=\"56\" y1=\"0\" x2=\"56\" y2=\"20\" style=\"stroke:#399d00;stroke-width:3;\" /><line x1=\"57\" y1=\"0\" x2=\"57\" y2=\"20\" style=\"stroke:#3a9d00;stroke-width:3;\" /><line x1=\"58\" y1=\"0\" x2=\"58\" y2=\"20\" style=\"stroke:#3b9e00;stroke-width:3;\" /><line x1=\"59\" y1=\"0\" x2=\"59\" y2=\"20\" style=\"stroke:#3c9e00;stroke-width:3;\" /><line x1=\"60\" y1=\"0\" x2=\"60\" y2=\"20\" style=\"stroke:#3d9f00;stroke-width:3;\" /><line x1=\"61\" y1=\"0\" x2=\"61\" y2=\"20\" style=\"stroke:#3e9f00;stroke-width:3;\" /><line x1=\"62\" y1=\"0\" x2=\"62\" y2=\"20\" style=\"stroke:#3fa000;stroke-width:3;\" /><line x1=\"63\" y1=\"0\" x2=\"63\" y2=\"20\" style=\"stroke:#40a000;stroke-width:3;\" /><line x1=\"64\" y1=\"0\" x2=\"64\" y2=\"20\" style=\"stroke:#41a100;stroke-width:3;\" /><line x1=\"65\" y1=\"0\" x2=\"65\" y2=\"20\" style=\"stroke:#42a100;stroke-width:3;\" /><line x1=\"66\" y1=\"0\" x2=\"66\" y2=\"20\" style=\"stroke:#43a200;stroke-width:3;\" /><line x1=\"67\" y1=\"0\" x2=\"67\" y2=\"20\" style=\"stroke:#44a200;stroke-width:3;\" /><line x1=\"68\" y1=\"0\" x2=\"68\" y2=\"20\" style=\"stroke:#45a300;stroke-width:3;\" /><line x1=\"69\" y1=\"0\" x2=\"69\" y2=\"20\" style=\"stroke:#46a300;stroke-width:3;\" /><line x1=\"70\" y1=\"0\" x2=\"70\" y2=\"20\" style=\"stroke:#47a400;stroke-width:3;\" /><line x1=\"71\" y1=\"0\" x2=\"71\" y2=\"20\" style=\"stroke:#48a400;stroke-width:3;\" /><line x1=\"72\" y1=\"0\" x2=\"72\" y2=\"20\" style=\"stroke:#49a500;stroke-width:3;\" /><line x1=\"73\" y1=\"0\" x2=\"73\" y2=\"20\" style=\"stroke:#4aa500;stroke-width:3;\" /><line x1=\"74\" y1=\"0\" x2=\"74\" y2=\"20\" style=\"stroke:#4ba600;stroke-width:3;\" /><line x1=\"75\" y1=\"0\" x2=\"75\" y2=\"20\" style=\"stroke:#4ca600;stroke-width:3;\" /><line x1=\"76\" y1=\"0\" x2=\"76\" y2=\"20\" style=\"stroke:#4da700;stroke-width:3;\" /><line x1=\"77\" y1=\"0\" x2=\"77\" y2=\"20\" style=\"stroke:#4fa700;stroke-width:3;\" /><line x1=\"78\" y1=\"0\" x2=\"78\" y2=\"20\" style=\"stroke:#50a800;stroke-width:3;\" /><line x1=\"79\" y1=\"0\" x2=\"79\" y2=\"20\" style=\"stroke:#51a800;stroke-width:3;\" /><line x1=\"80\" y1=\"0\" x2=\"80\" y2=\"20\" style=\"stroke:#52a900;stroke-width:3;\" /><line x1=\"81\" y1=\"0\" x2=\"81\" y2=\"20\" style=\"stroke:#53a900;stroke-width:3;\" /><line x1=\"82\" y1=\"0\" x2=\"82\" y2=\"20\" style=\"stroke:#54aa00;stroke-width:3;\" /><line x1=\"83\" y1=\"0\" x2=\"83\" y2=\"20\" style=\"stroke:#55aa00;stroke-width:3;\" /><line x1=\"84\" y1=\"0\" x2=\"84\" y2=\"20\" style=\"stroke:#56ab00;stroke-width:3;\" /><line x1=\"85\" y1=\"0\" x2=\"85\" y2=\"20\" style=\"stroke:#57ab00;stroke-width:3;\" /><line x1=\"86\" y1=\"0\" x2=\"86\" y2=\"20\" style=\"stroke:#58ac00;stroke-width:3;\" /><line x1=\"87\" y1=\"0\" x2=\"87\" y2=\"20\" style=\"stroke:#59ac00;stroke-width:3;\" /><line x1=\"88\" y1=\"0\" x2=\"88\" y2=\"20\" style=\"stroke:#5aad00;stroke-width:3;\" /><line x1=\"89\" y1=\"0\" x2=\"89\" y2=\"20\" style=\"stroke:#5bad00;stroke-width:3;\" /><line x1=\"90\" y1=\"0\" x2=\"90\" y2=\"20\" style=\"stroke:#5cae00;stroke-width:3;\" /><line x1=\"91\" y1=\"0\" x2=\"91\" y2=\"20\" style=\"stroke:#5daf00;stroke-width:3;\" /><line x1=\"92\" y1=\"0\" x2=\"92\" y2=\"20\" style=\"stroke:#5eaf00;stroke-width:3;\" /><line x1=\"93\" y1=\"0\" x2=\"93\" y2=\"20\" style=\"stroke:#5fb000;stroke-width:3;\" /><line x1=\"94\" y1=\"0\" x2=\"94\" y2=\"20\" style=\"stroke:#60b000;stroke-width:3;\" /><line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"20\" style=\"stroke:#61b100;stroke-width:3;\" /><line x1=\"96\" y1=\"0\" x2=\"96\" y2=\"20\" style=\"stroke:#62b100;stroke-width:3;\" /><line x1=\"97\" y1=\"0\" x2=\"97\" y2=\"20\" style=\"stroke:#63b200;stroke-width:3;\" /><line x1=\"98\" y1=\"0\" x2=\"98\" y2=\"20\" style=\"stroke:#64b200;stroke-width:3;\" /><line x1=\"99\" y1=\"0\" x2=\"99\" y2=\"20\" style=\"stroke:#65b300;stroke-width:3;\" /><line x1=\"100\" y1=\"0\" x2=\"100\" y2=\"20\" style=\"stroke:#66b300;stroke-width:3;\" /><line x1=\"101\" y1=\"0\" x2=\"101\" y2=\"20\" style=\"stroke:#67b400;stroke-width:3;\" /><line x1=\"102\" y1=\"0\" x2=\"102\" y2=\"20\" style=\"stroke:#68b400;stroke-width:3;\" /><line x1=\"103\" y1=\"0\" x2=\"103\" y2=\"20\" style=\"stroke:#69b500;stroke-width:3;\" /><line x1=\"104\" y1=\"0\" x2=\"104\" y2=\"20\" style=\"stroke:#6ab500;stroke-width:3;\" /><line x1=\"105\" y1=\"0\" x2=\"105\" y2=\"20\" style=\"stroke:#6bb600;stroke-width:3;\" /><line x1=\"106\" y1=\"0\" x2=\"106\" y2=\"20\" style=\"stroke:#6cb600;stroke-width:3;\" /><line x1=\"107\" y1=\"0\" x2=\"107\" y2=\"20\" style=\"stroke:#6db700;stroke-width:3;\" /><line x1=\"108\" y1=\"0\" x2=\"108\" y2=\"20\" style=\"stroke:#6eb700;stroke-width:3;\" /><line x1=\"109\" y1=\"0\" x2=\"109\" y2=\"20\" style=\"stroke:#6fb800;stroke-width:3;\" /><line x1=\"110\" y1=\"0\" x2=\"110\" y2=\"20\" style=\"stroke:#70b800;stroke-width:3;\" /><line x1=\"111\" y1=\"0\" x2=\"111\" y2=\"20\" style=\"stroke:#71b900;stroke-width:3;\" /><line x1=\"112\" y1=\"0\" x2=\"112\" y2=\"20\" style=\"stroke:#72b900;stroke-width:3;\" /><line x1=\"113\" y1=\"0\" x2=\"113\" y2=\"20\" style=\"stroke:#73ba00;stroke-width:3;\" /><line x1=\"114\" y1=\"0\" x2=\"114\" y2=\"20\" style=\"stroke:#74ba00;stroke-width:3;\" /><line x1=\"115\" y1=\"0\" x2=\"115\" y2=\"20\" style=\"stroke:#75bb00;stroke-width:3;\" /><line x1=\"116\" y1=\"0\" x2=\"116\" y2=\"20\" style=\"stroke:#77bb00;stroke-width:3;\" /><line x1=\"117\" y1=\"0\" x2=\"117\" y2=\"20\" style=\"stroke:#78bc00;stroke-width:3;\" /><line x1=\"118\" y1=\"0\" x2=\"118\" y2=\"20\" style=\"stroke:#79bc00;stroke-width:3;\" /><line x1=\"119\" y1=\"0\" x2=\"119\" y2=\"20\" style=\"stroke:#7abd00;stroke-width:3;\" /><line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"20\" style=\"stroke:#7bbd00;stroke-width:3;\" /><line x1=\"121\" y1=\"0\" x2=\"121\" y2=\"20\" style=\"stroke:#7cbe00;stroke-width:3;\" /><line x1=\"122\" y1=\"0\" x2=\"122\" y2=\"20\" style=\"stroke:#7dbe00;stroke-width:3;\" /><line x1=\"123\" y1=\"0\" x2=\"123\" y2=\"20\" style=\"stroke:#7ebf00;stroke-width:3;\" /><line x1=\"124\" y1=\"0\" x2=\"124\" y2=\"20\" style=\"stroke:#7fbf00;stroke-width:3;\" /><line x1=\"125\" y1=\"0\" x2=\"125\" y2=\"20\" style=\"stroke:#80c000;stroke-width:3;\" /><line x1=\"126\" y1=\"0\" x2=\"126\" y2=\"20\" style=\"stroke:#81c000;stroke-width:3;\" /><line x1=\"127\" y1=\"0\" x2=\"127\" y2=\"20\" style=\"stroke:#82c100;stroke-width:3;\" /><line x1=\"128\" y1=\"0\" x2=\"128\" y2=\"20\" style=\"stroke:#83c100;stroke-width:3;\" /><line x1=\"129\" y1=\"0\" x2=\"129\" y2=\"20\" style=\"stroke:#84c200;stroke-width:3;\" /><line x1=\"130\" y1=\"0\" x2=\"130\" y2=\"20\" style=\"stroke:#85c200;stroke-width:3;\" /><line x1=\"131\" y1=\"0\" x2=\"131\" y2=\"20\" style=\"stroke:#86c300;stroke-width:3;\" /><line x1=\"132\" y1=\"0\" x2=\"132\" y2=\"20\" style=\"stroke:#87c300;stroke-width:3;\" /><line x1=\"133\" y1=\"0\" x2=\"133\" y2=\"20\" style=\"stroke:#88c400;stroke-width:3;\" /><line x1=\"134\" y1=\"0\" x2=\"134\" y2=\"20\" style=\"stroke:#89c400;stroke-width:3;\" /><line x1=\"135\" y1=\"0\" x2=\"135\" y2=\"20\" style=\"stroke:#8ac500;stroke-width:3;\" /><line x1=\"136\" y1=\"0\" x2=\"136\" y2=\"20\" style=\"stroke:#8bc500;stroke-width:3;\" /><line x1=\"137\" y1=\"0\" x2=\"137\" y2=\"20\" style=\"stroke:#8cc600;stroke-width:3;\" /><line x1=\"138\" y1=\"0\" x2=\"138\" y2=\"20\" style=\"stroke:#8dc700;stroke-width:3;\" /><line x1=\"139\" y1=\"0\" x2=\"139\" y2=\"20\" style=\"stroke:#8ec700;stroke-width:3;\" /><line x1=\"140\" y1=\"0\" x2=\"140\" y2=\"20\" style=\"stroke:#8fc800;stroke-width:3;\" /><line x1=\"141\" y1=\"0\" x2=\"141\" y2=\"20\" style=\"stroke:#90c800;stroke-width:3;\" /><line x1=\"142\" y1=\"0\" x2=\"142\" y2=\"20\" style=\"stroke:#91c900;stroke-width:3;\" /><line x1=\"143\" y1=\"0\" x2=\"143\" y2=\"20\" style=\"stroke:#92c900;stroke-width:3;\" /><line x1=\"144\" y1=\"0\" x2=\"144\" y2=\"20\" style=\"stroke:#93ca00;stroke-width:3;\" /><line x1=\"145\" y1=\"0\" x2=\"145\" y2=\"20\" style=\"stroke:#94ca00;stroke-width:3;\" /><line x1=\"146\" y1=\"0\" x2=\"146\" y2=\"20\" style=\"stroke:#95cb00;stroke-width:3;\" /><line x1=\"147\" y1=\"0\" x2=\"147\" y2=\"20\" style=\"stroke:#96cb00;stroke-width:3;\" /><line x1=\"148\" y1=\"0\" x2=\"148\" y2=\"20\" style=\"stroke:#97cc00;stroke-width:3;\" /><line x1=\"149\" y1=\"0\" x2=\"149\" y2=\"20\" style=\"stroke:#98cc00;stroke-width:3;\" /><line x1=\"150\" y1=\"0\" x2=\"150\" y2=\"20\" style=\"stroke:#99cd00;stroke-width:3;\" /><line x1=\"151\" y1=\"0\" x2=\"151\" y2=\"20\" style=\"stroke:#9acd00;stroke-width:3;\" /><line x1=\"152\" y1=\"0\" x2=\"152\" y2=\"20\" style=\"stroke:#9bce00;stroke-width:3;\" /><line x1=\"153\" y1=\"0\" x2=\"153\" y2=\"20\" style=\"stroke:#9cce00;stroke-width:3;\" /><line x1=\"154\" y1=\"0\" x2=\"154\" y2=\"20\" style=\"stroke:#9ecf00;stroke-width:3;\" /><line x1=\"155\" y1=\"0\" x2=\"155\" y2=\"20\" style=\"stroke:#9fcf00;stroke-width:3;\" /><line x1=\"156\" y1=\"0\" x2=\"156\" y2=\"20\" style=\"stroke:#a0d000;stroke-width:3;\" /><line x1=\"157\" y1=\"0\" x2=\"157\" y2=\"20\" style=\"stroke:#a1d000;stroke-width:3;\" /><line x1=\"158\" y1=\"0\" x2=\"158\" y2=\"20\" style=\"stroke:#a2d100;stroke-width:3;\" /><line x1=\"159\" y1=\"0\" x2=\"159\" y2=\"20\" style=\"stroke:#a3d100;stroke-width:3;\" /><line x1=\"160\" y1=\"0\" x2=\"160\" y2=\"20\" style=\"stroke:#a4d200;stroke-width:3;\" /><line x1=\"161\" y1=\"0\" x2=\"161\" y2=\"20\" style=\"stroke:#a5d200;stroke-width:3;\" /><line x1=\"162\" y1=\"0\" x2=\"162\" y2=\"20\" style=\"stroke:#a6d300;stroke-width:3;\" /><line x1=\"163\" y1=\"0\" x2=\"163\" y2=\"20\" style=\"stroke:#a7d300;stroke-width:3;\" /><line x1=\"164\" y1=\"0\" x2=\"164\" y2=\"20\" style=\"stroke:#a8d400;stroke-width:3;\" /><line x1=\"165\" y1=\"0\" x2=\"165\" y2=\"20\" style=\"stroke:#a9d400;stroke-width:3;\" /><line x1=\"166\" y1=\"0\" x2=\"166\" y2=\"20\" style=\"stroke:#aad500;stroke-width:3;\" /><line x1=\"167\" y1=\"0\" x2=\"167\" y2=\"20\" style=\"stroke:#abd500;stroke-width:3;\" /><line x1=\"168\" y1=\"0\" x2=\"168\" y2=\"20\" style=\"stroke:#acd600;stroke-width:3;\" /><line x1=\"169\" y1=\"0\" x2=\"169\" y2=\"20\" style=\"stroke:#add600;stroke-width:3;\" /><line x1=\"170\" y1=\"0\" x2=\"170\" y2=\"20\" style=\"stroke:#aed700;stroke-width:3;\" /><line x1=\"171\" y1=\"0\" x2=\"171\" y2=\"20\" style=\"stroke:#afd700;stroke-width:3;\" /><line x1=\"172\" y1=\"0\" x2=\"172\" y2=\"20\" style=\"stroke:#b0d800;stroke-width:3;\" /><line x1=\"173\" y1=\"0\" x2=\"173\" y2=\"20\" style=\"stroke:#b1d800;stroke-width:3;\" /><line x1=\"174\" y1=\"0\" x2=\"174\" y2=\"20\" style=\"stroke:#b2d900;stroke-width:3;\" /><line x1=\"175\" y1=\"0\" x2=\"175\" y2=\"20\" style=\"stroke:#b3d900;stroke-width:3;\" /><line x1=\"176\" y1=\"0\" x2=\"176\" y2=\"20\" style=\"stroke:#b4da00;stroke-width:3;\" /><line x1=\"177\" y1=\"0\" x2=\"177\" y2=\"20\" style=\"stroke:#b5da00;stroke-width:3;\" /><line x1=\"178\" y1=\"0\" x2=\"178\" y2=\"20\" style=\"stroke:#b6db00;stroke-width:3;\" /><line x1=\"179\" y1=\"0\" x2=\"179\" y2=\"20\" style=\"stroke:#b7db00;stroke-width:3;\" /><line x1=\"180\" y1=\"0\" x2=\"180\" y2=\"20\" style=\"stroke:#b8dc00;stroke-width:3;\" /><line x1=\"181\" y1=\"0\" x2=\"181\" y2=\"20\" style=\"stroke:#b9dc00;stroke-width:3;\" /><line x1=\"182\" y1=\"0\" x2=\"182\" y2=\"20\" style=\"stroke:#badd00;stroke-width:3;\" /><line x1=\"183\" y1=\"0\" x2=\"183\" y2=\"20\" style=\"stroke:#bbde00;stroke-width:3;\" /><line x1=\"184\" y1=\"0\" x2=\"184\" y2=\"20\" style=\"stroke:#bcde00;stroke-width:3;\" /><line x1=\"185\" y1=\"0\" x2=\"185\" y2=\"20\" style=\"stroke:#bddf00;stroke-width:3;\" /><line x1=\"186\" y1=\"0\" x2=\"186\" y2=\"20\" style=\"stroke:#bedf00;stroke-width:3;\" /><line x1=\"187\" y1=\"0\" x2=\"187\" y2=\"20\" style=\"stroke:#bfe000;stroke-width:3;\" /><line x1=\"188\" y1=\"0\" x2=\"188\" y2=\"20\" style=\"stroke:#c0e000;stroke-width:3;\" /><line x1=\"189\" y1=\"0\" x2=\"189\" y2=\"20\" style=\"stroke:#c1e100;stroke-width:3;\" /><line x1=\"190\" y1=\"0\" x2=\"190\" y2=\"20\" style=\"stroke:#c2e100;stroke-width:3;\" /><line x1=\"191\" y1=\"0\" x2=\"191\" y2=\"20\" style=\"stroke:#c3e200;stroke-width:3;\" /><line x1=\"192\" y1=\"0\" x2=\"192\" y2=\"20\" style=\"stroke:#c5e200;stroke-width:3;\" /><line x1=\"193\" y1=\"0\" x2=\"193\" y2=\"20\" style=\"stroke:#c6e300;stroke-width:3;\" /><line x1=\"194\" y1=\"0\" x2=\"194\" y2=\"20\" style=\"stroke:#c7e300;stroke-width:3;\" /><line x1=\"195\" y1=\"0\" x2=\"195\" y2=\"20\" style=\"stroke:#c8e400;stroke-width:3;\" /><line x1=\"196\" y1=\"0\" x2=\"196\" y2=\"20\" style=\"stroke:#c9e400;stroke-width:3;\" /><line x1=\"197\" y1=\"0\" x2=\"197\" y2=\"20\" style=\"stroke:#cae500;stroke-width:3;\" /><line x1=\"198\" y1=\"0\" x2=\"198\" y2=\"20\" style=\"stroke:#cbe500;stroke-width:3;\" /><line x1=\"199\" y1=\"0\" x2=\"199\" y2=\"20\" style=\"stroke:#cce600;stroke-width:3;\" /><line x1=\"200\" y1=\"0\" x2=\"200\" y2=\"20\" style=\"stroke:#cde600;stroke-width:3;\" /><line x1=\"201\" y1=\"0\" x2=\"201\" y2=\"20\" style=\"stroke:#cee700;stroke-width:3;\" /><line x1=\"202\" y1=\"0\" x2=\"202\" y2=\"20\" style=\"stroke:#cfe700;stroke-width:3;\" /><line x1=\"203\" y1=\"0\" x2=\"203\" y2=\"20\" style=\"stroke:#d0e800;stroke-width:3;\" /><line x1=\"204\" y1=\"0\" x2=\"204\" y2=\"20\" style=\"stroke:#d1e800;stroke-width:3;\" /><line x1=\"205\" y1=\"0\" x2=\"205\" y2=\"20\" style=\"stroke:#d2e900;stroke-width:3;\" /><line x1=\"206\" y1=\"0\" x2=\"206\" y2=\"20\" style=\"stroke:#d3e900;stroke-width:3;\" /><line x1=\"207\" y1=\"0\" x2=\"207\" y2=\"20\" style=\"stroke:#d4ea00;stroke-width:3;\" /><line x1=\"208\" y1=\"0\" x2=\"208\" y2=\"20\" style=\"stroke:#d5ea00;stroke-width:3;\" /><line x1=\"209\" y1=\"0\" x2=\"209\" y2=\"20\" style=\"stroke:#d6eb00;stroke-width:3;\" /><line x1=\"210\" y1=\"0\" x2=\"210\" y2=\"20\" style=\"stroke:#d7eb00;stroke-width:3;\" /><line x1=\"211\" y1=\"0\" x2=\"211\" y2=\"20\" style=\"stroke:#d8ec00;stroke-width:3;\" /><line x1=\"212\" y1=\"0\" x2=\"212\" y2=\"20\" style=\"stroke:#d9ec00;stroke-width:3;\" /><line x1=\"213\" y1=\"0\" x2=\"213\" y2=\"20\" style=\"stroke:#daed00;stroke-width:3;\" /><line x1=\"214\" y1=\"0\" x2=\"214\" y2=\"20\" style=\"stroke:#dbed00;stroke-width:3;\" /><line x1=\"215\" y1=\"0\" x2=\"215\" y2=\"20\" style=\"stroke:#dcee00;stroke-width:3;\" /><line x1=\"216\" y1=\"0\" x2=\"216\" y2=\"20\" style=\"stroke:#ddee00;stroke-width:3;\" /><line x1=\"217\" y1=\"0\" x2=\"217\" y2=\"20\" style=\"stroke:#deef00;stroke-width:3;\" /><line x1=\"218\" y1=\"0\" x2=\"218\" y2=\"20\" style=\"stroke:#dfef00;stroke-width:3;\" /><line x1=\"219\" y1=\"0\" x2=\"219\" y2=\"20\" style=\"stroke:#e0f000;stroke-width:3;\" /><line x1=\"220\" y1=\"0\" x2=\"220\" y2=\"20\" style=\"stroke:#e1f000;stroke-width:3;\" /><line x1=\"221\" y1=\"0\" x2=\"221\" y2=\"20\" style=\"stroke:#e2f100;stroke-width:3;\" /><line x1=\"222\" y1=\"0\" x2=\"222\" y2=\"20\" style=\"stroke:#e3f100;stroke-width:3;\" /><line x1=\"223\" y1=\"0\" x2=\"223\" y2=\"20\" style=\"stroke:#e4f200;stroke-width:3;\" /><line x1=\"224\" y1=\"0\" x2=\"224\" y2=\"20\" style=\"stroke:#e5f200;stroke-width:3;\" /><line x1=\"225\" y1=\"0\" x2=\"225\" y2=\"20\" style=\"stroke:#e6f300;stroke-width:3;\" /><line x1=\"226\" y1=\"0\" x2=\"226\" y2=\"20\" style=\"stroke:#e7f300;stroke-width:3;\" /><line x1=\"227\" y1=\"0\" x2=\"227\" y2=\"20\" style=\"stroke:#e8f400;stroke-width:3;\" /><line x1=\"228\" y1=\"0\" x2=\"228\" y2=\"20\" style=\"stroke:#e9f500;stroke-width:3;\" /><line x1=\"229\" y1=\"0\" x2=\"229\" y2=\"20\" style=\"stroke:#eaf500;stroke-width:3;\" /><line x1=\"230\" y1=\"0\" x2=\"230\" y2=\"20\" style=\"stroke:#ebf600;stroke-width:3;\" /><line x1=\"231\" y1=\"0\" x2=\"231\" y2=\"20\" style=\"stroke:#edf600;stroke-width:3;\" /><line x1=\"232\" y1=\"0\" x2=\"232\" y2=\"20\" style=\"stroke:#eef700;stroke-width:3;\" /><line x1=\"233\" y1=\"0\" x2=\"233\" y2=\"20\" style=\"stroke:#eff700;stroke-width:3;\" /><line x1=\"234\" y1=\"0\" x2=\"234\" y2=\"20\" style=\"stroke:#f0f800;stroke-width:3;\" /><line x1=\"235\" y1=\"0\" x2=\"235\" y2=\"20\" style=\"stroke:#f1f800;stroke-width:3;\" /><line x1=\"236\" y1=\"0\" x2=\"236\" y2=\"20\" style=\"stroke:#f2f900;stroke-width:3;\" /><line x1=\"237\" y1=\"0\" x2=\"237\" y2=\"20\" style=\"stroke:#f3f900;stroke-width:3;\" /><line x1=\"238\" y1=\"0\" x2=\"238\" y2=\"20\" style=\"stroke:#f4fa00;stroke-width:3;\" /><line x1=\"239\" y1=\"0\" x2=\"239\" y2=\"20\" style=\"stroke:#f5fa00;stroke-width:3;\" /><line x1=\"240\" y1=\"0\" x2=\"240\" y2=\"20\" style=\"stroke:#f6fb00;stroke-width:3;\" /><line x1=\"241\" y1=\"0\" x2=\"241\" y2=\"20\" style=\"stroke:#f7fb00;stroke-width:3;\" /><line x1=\"242\" y1=\"0\" x2=\"242\" y2=\"20\" style=\"stroke:#f8fc00;stroke-width:3;\" /><line x1=\"243\" y1=\"0\" x2=\"243\" y2=\"20\" style=\"stroke:#f9fc00;stroke-width:3;\" /><line x1=\"244\" y1=\"0\" x2=\"244\" y2=\"20\" style=\"stroke:#fafd00;stroke-width:3;\" /><line x1=\"245\" y1=\"0\" x2=\"245\" y2=\"20\" style=\"stroke:#fbfd00;stroke-width:3;\" /><line x1=\"246\" y1=\"0\" x2=\"246\" y2=\"20\" style=\"stroke:#fcfe00;stroke-width:3;\" /><line x1=\"247\" y1=\"0\" x2=\"247\" y2=\"20\" style=\"stroke:#fdfe00;stroke-width:3;\" /><line x1=\"248\" y1=\"0\" x2=\"248\" y2=\"20\" style=\"stroke:#feff00;stroke-width:3;\" /><line x1=\"249\" y1=\"0\" x2=\"249\" y2=\"20\" style=\"stroke:#ffff00;stroke-width:3;\" /><line x1=\"250\" y1=\"0\" x2=\"250\" y2=\"20\" style=\"stroke:#ffff00;stroke-width:3;\" /><line x1=\"251\" y1=\"0\" x2=\"251\" y2=\"20\" style=\"stroke:#fffe00;stroke-width:3;\" /><line x1=\"252\" y1=\"0\" x2=\"252\" y2=\"20\" style=\"stroke:#fffd00;stroke-width:3;\" /><line x1=\"253\" y1=\"0\" x2=\"253\" y2=\"20\" style=\"stroke:#fffc00;stroke-width:3;\" /><line x1=\"254\" y1=\"0\" x2=\"254\" y2=\"20\" style=\"stroke:#fffb00;stroke-width:3;\" /><line x1=\"255\" y1=\"0\" x2=\"255\" y2=\"20\" style=\"stroke:#fffa00;stroke-width:3;\" /><line x1=\"256\" y1=\"0\" x2=\"256\" y2=\"20\" style=\"stroke:#fff900;stroke-width:3;\" /><line x1=\"257\" y1=\"0\" x2=\"257\" y2=\"20\" style=\"stroke:#fff800;stroke-width:3;\" /><line x1=\"258\" y1=\"0\" x2=\"258\" y2=\"20\" style=\"stroke:#fff700;stroke-width:3;\" /><line x1=\"259\" y1=\"0\" x2=\"259\" y2=\"20\" style=\"stroke:#fff600;stroke-width:3;\" /><line x1=\"260\" y1=\"0\" x2=\"260\" y2=\"20\" style=\"stroke:#fff500;stroke-width:3;\" /><line x1=\"261\" y1=\"0\" x2=\"261\" y2=\"20\" style=\"stroke:#fff400;stroke-width:3;\" /><line x1=\"262\" y1=\"0\" x2=\"262\" y2=\"20\" style=\"stroke:#fff300;stroke-width:3;\" /><line x1=\"263\" y1=\"0\" x2=\"263\" y2=\"20\" style=\"stroke:#fff200;stroke-width:3;\" /><line x1=\"264\" y1=\"0\" x2=\"264\" y2=\"20\" style=\"stroke:#fff100;stroke-width:3;\" /><line x1=\"265\" y1=\"0\" x2=\"265\" y2=\"20\" style=\"stroke:#fff000;stroke-width:3;\" /><line x1=\"266\" y1=\"0\" x2=\"266\" y2=\"20\" style=\"stroke:#ffef00;stroke-width:3;\" /><line x1=\"267\" y1=\"0\" x2=\"267\" y2=\"20\" style=\"stroke:#ffee00;stroke-width:3;\" /><line x1=\"268\" y1=\"0\" x2=\"268\" y2=\"20\" style=\"stroke:#ffed00;stroke-width:3;\" /><line x1=\"269\" y1=\"0\" x2=\"269\" y2=\"20\" style=\"stroke:#ffeb00;stroke-width:3;\" /><line x1=\"270\" y1=\"0\" x2=\"270\" y2=\"20\" style=\"stroke:#ffea00;stroke-width:3;\" /><line x1=\"271\" y1=\"0\" x2=\"271\" y2=\"20\" style=\"stroke:#ffe900;stroke-width:3;\" /><line x1=\"272\" y1=\"0\" x2=\"272\" y2=\"20\" style=\"stroke:#ffe800;stroke-width:3;\" /><line x1=\"273\" y1=\"0\" x2=\"273\" y2=\"20\" style=\"stroke:#ffe700;stroke-width:3;\" /><line x1=\"274\" y1=\"0\" x2=\"274\" y2=\"20\" style=\"stroke:#ffe600;stroke-width:3;\" /><line x1=\"275\" y1=\"0\" x2=\"275\" y2=\"20\" style=\"stroke:#ffe500;stroke-width:3;\" /><line x1=\"276\" y1=\"0\" x2=\"276\" y2=\"20\" style=\"stroke:#ffe400;stroke-width:3;\" /><line x1=\"277\" y1=\"0\" x2=\"277\" y2=\"20\" style=\"stroke:#ffe300;stroke-width:3;\" /><line x1=\"278\" y1=\"0\" x2=\"278\" y2=\"20\" style=\"stroke:#ffe200;stroke-width:3;\" /><line x1=\"279\" y1=\"0\" x2=\"279\" y2=\"20\" style=\"stroke:#ffe100;stroke-width:3;\" /><line x1=\"280\" y1=\"0\" x2=\"280\" y2=\"20\" style=\"stroke:#ffe000;stroke-width:3;\" /><line x1=\"281\" y1=\"0\" x2=\"281\" y2=\"20\" style=\"stroke:#ffdf00;stroke-width:3;\" /><line x1=\"282\" y1=\"0\" x2=\"282\" y2=\"20\" style=\"stroke:#ffde00;stroke-width:3;\" /><line x1=\"283\" y1=\"0\" x2=\"283\" y2=\"20\" style=\"stroke:#ffdd00;stroke-width:3;\" /><line x1=\"284\" y1=\"0\" x2=\"284\" y2=\"20\" style=\"stroke:#ffdc00;stroke-width:3;\" /><line x1=\"285\" y1=\"0\" x2=\"285\" y2=\"20\" style=\"stroke:#ffdb00;stroke-width:3;\" /><line x1=\"286\" y1=\"0\" x2=\"286\" y2=\"20\" style=\"stroke:#ffda00;stroke-width:3;\" /><line x1=\"287\" y1=\"0\" x2=\"287\" y2=\"20\" style=\"stroke:#ffd900;stroke-width:3;\" /><line x1=\"288\" y1=\"0\" x2=\"288\" y2=\"20\" style=\"stroke:#ffd800;stroke-width:3;\" /><line x1=\"289\" y1=\"0\" x2=\"289\" y2=\"20\" style=\"stroke:#ffd700;stroke-width:3;\" /><line x1=\"290\" y1=\"0\" x2=\"290\" y2=\"20\" style=\"stroke:#ffd600;stroke-width:3;\" /><line x1=\"291\" y1=\"0\" x2=\"291\" y2=\"20\" style=\"stroke:#ffd500;stroke-width:3;\" /><line x1=\"292\" y1=\"0\" x2=\"292\" y2=\"20\" style=\"stroke:#ffd400;stroke-width:3;\" /><line x1=\"293\" y1=\"0\" x2=\"293\" y2=\"20\" style=\"stroke:#ffd300;stroke-width:3;\" /><line x1=\"294\" y1=\"0\" x2=\"294\" y2=\"20\" style=\"stroke:#ffd200;stroke-width:3;\" /><line x1=\"295\" y1=\"0\" x2=\"295\" y2=\"20\" style=\"stroke:#ffd100;stroke-width:3;\" /><line x1=\"296\" y1=\"0\" x2=\"296\" y2=\"20\" style=\"stroke:#ffd000;stroke-width:3;\" /><line x1=\"297\" y1=\"0\" x2=\"297\" y2=\"20\" style=\"stroke:#ffcf00;stroke-width:3;\" /><line x1=\"298\" y1=\"0\" x2=\"298\" y2=\"20\" style=\"stroke:#ffce00;stroke-width:3;\" /><line x1=\"299\" y1=\"0\" x2=\"299\" y2=\"20\" style=\"stroke:#ffcd00;stroke-width:3;\" /><line x1=\"300\" y1=\"0\" x2=\"300\" y2=\"20\" style=\"stroke:#ffcc00;stroke-width:3;\" /><line x1=\"301\" y1=\"0\" x2=\"301\" y2=\"20\" style=\"stroke:#ffcb00;stroke-width:3;\" /><line x1=\"302\" y1=\"0\" x2=\"302\" y2=\"20\" style=\"stroke:#ffca00;stroke-width:3;\" /><line x1=\"303\" y1=\"0\" x2=\"303\" y2=\"20\" style=\"stroke:#ffc900;stroke-width:3;\" /><line x1=\"304\" y1=\"0\" x2=\"304\" y2=\"20\" style=\"stroke:#ffc800;stroke-width:3;\" /><line x1=\"305\" y1=\"0\" x2=\"305\" y2=\"20\" style=\"stroke:#ffc700;stroke-width:3;\" /><line x1=\"306\" y1=\"0\" x2=\"306\" y2=\"20\" style=\"stroke:#ffc600;stroke-width:3;\" /><line x1=\"307\" y1=\"0\" x2=\"307\" y2=\"20\" style=\"stroke:#ffc500;stroke-width:3;\" /><line x1=\"308\" y1=\"0\" x2=\"308\" y2=\"20\" style=\"stroke:#ffc300;stroke-width:3;\" /><line x1=\"309\" y1=\"0\" x2=\"309\" y2=\"20\" style=\"stroke:#ffc200;stroke-width:3;\" /><line x1=\"310\" y1=\"0\" x2=\"310\" y2=\"20\" style=\"stroke:#ffc100;stroke-width:3;\" /><line x1=\"311\" y1=\"0\" x2=\"311\" y2=\"20\" style=\"stroke:#ffc000;stroke-width:3;\" /><line x1=\"312\" y1=\"0\" x2=\"312\" y2=\"20\" style=\"stroke:#ffbf00;stroke-width:3;\" /><line x1=\"313\" y1=\"0\" x2=\"313\" y2=\"20\" style=\"stroke:#ffbe00;stroke-width:3;\" /><line x1=\"314\" y1=\"0\" x2=\"314\" y2=\"20\" style=\"stroke:#ffbd00;stroke-width:3;\" /><line x1=\"315\" y1=\"0\" x2=\"315\" y2=\"20\" style=\"stroke:#ffbc00;stroke-width:3;\" /><line x1=\"316\" y1=\"0\" x2=\"316\" y2=\"20\" style=\"stroke:#ffbb00;stroke-width:3;\" /><line x1=\"317\" y1=\"0\" x2=\"317\" y2=\"20\" style=\"stroke:#ffba00;stroke-width:3;\" /><line x1=\"318\" y1=\"0\" x2=\"318\" y2=\"20\" style=\"stroke:#ffb900;stroke-width:3;\" /><line x1=\"319\" y1=\"0\" x2=\"319\" y2=\"20\" style=\"stroke:#ffb800;stroke-width:3;\" /><line x1=\"320\" y1=\"0\" x2=\"320\" y2=\"20\" style=\"stroke:#ffb700;stroke-width:3;\" /><line x1=\"321\" y1=\"0\" x2=\"321\" y2=\"20\" style=\"stroke:#ffb600;stroke-width:3;\" /><line x1=\"322\" y1=\"0\" x2=\"322\" y2=\"20\" style=\"stroke:#ffb500;stroke-width:3;\" /><line x1=\"323\" y1=\"0\" x2=\"323\" y2=\"20\" style=\"stroke:#ffb400;stroke-width:3;\" /><line x1=\"324\" y1=\"0\" x2=\"324\" y2=\"20\" style=\"stroke:#ffb300;stroke-width:3;\" /><line x1=\"325\" y1=\"0\" x2=\"325\" y2=\"20\" style=\"stroke:#ffb200;stroke-width:3;\" /><line x1=\"326\" y1=\"0\" x2=\"326\" y2=\"20\" style=\"stroke:#ffb100;stroke-width:3;\" /><line x1=\"327\" y1=\"0\" x2=\"327\" y2=\"20\" style=\"stroke:#ffb000;stroke-width:3;\" /><line x1=\"328\" y1=\"0\" x2=\"328\" y2=\"20\" style=\"stroke:#ffaf00;stroke-width:3;\" /><line x1=\"329\" y1=\"0\" x2=\"329\" y2=\"20\" style=\"stroke:#ffae00;stroke-width:3;\" /><line x1=\"330\" y1=\"0\" x2=\"330\" y2=\"20\" style=\"stroke:#ffad00;stroke-width:3;\" /><line x1=\"331\" y1=\"0\" x2=\"331\" y2=\"20\" style=\"stroke:#ffac00;stroke-width:3;\" /><line x1=\"332\" y1=\"0\" x2=\"332\" y2=\"20\" style=\"stroke:#ffab00;stroke-width:3;\" /><line x1=\"333\" y1=\"0\" x2=\"333\" y2=\"20\" style=\"stroke:#ffaa00;stroke-width:3;\" /><line x1=\"334\" y1=\"0\" x2=\"334\" y2=\"20\" style=\"stroke:#ffa900;stroke-width:3;\" /><line x1=\"335\" y1=\"0\" x2=\"335\" y2=\"20\" style=\"stroke:#ffa800;stroke-width:3;\" /><line x1=\"336\" y1=\"0\" x2=\"336\" y2=\"20\" style=\"stroke:#ffa700;stroke-width:3;\" /><line x1=\"337\" y1=\"0\" x2=\"337\" y2=\"20\" style=\"stroke:#ffa600;stroke-width:3;\" /><line x1=\"338\" y1=\"0\" x2=\"338\" y2=\"20\" style=\"stroke:#ffa500;stroke-width:3;\" /><line x1=\"339\" y1=\"0\" x2=\"339\" y2=\"20\" style=\"stroke:#ffa400;stroke-width:3;\" /><line x1=\"340\" y1=\"0\" x2=\"340\" y2=\"20\" style=\"stroke:#ffa300;stroke-width:3;\" /><line x1=\"341\" y1=\"0\" x2=\"341\" y2=\"20\" style=\"stroke:#ffa200;stroke-width:3;\" /><line x1=\"342\" y1=\"0\" x2=\"342\" y2=\"20\" style=\"stroke:#ffa100;stroke-width:3;\" /><line x1=\"343\" y1=\"0\" x2=\"343\" y2=\"20\" style=\"stroke:#ffa000;stroke-width:3;\" /><line x1=\"344\" y1=\"0\" x2=\"344\" y2=\"20\" style=\"stroke:#ff9f00;stroke-width:3;\" /><line x1=\"345\" y1=\"0\" x2=\"345\" y2=\"20\" style=\"stroke:#ff9e00;stroke-width:3;\" /><line x1=\"346\" y1=\"0\" x2=\"346\" y2=\"20\" style=\"stroke:#ff9c00;stroke-width:3;\" /><line x1=\"347\" y1=\"0\" x2=\"347\" y2=\"20\" style=\"stroke:#ff9b00;stroke-width:3;\" /><line x1=\"348\" y1=\"0\" x2=\"348\" y2=\"20\" style=\"stroke:#ff9a00;stroke-width:3;\" /><line x1=\"349\" y1=\"0\" x2=\"349\" y2=\"20\" style=\"stroke:#ff9900;stroke-width:3;\" /><line x1=\"350\" y1=\"0\" x2=\"350\" y2=\"20\" style=\"stroke:#ff9800;stroke-width:3;\" /><line x1=\"351\" y1=\"0\" x2=\"351\" y2=\"20\" style=\"stroke:#ff9700;stroke-width:3;\" /><line x1=\"352\" y1=\"0\" x2=\"352\" y2=\"20\" style=\"stroke:#ff9600;stroke-width:3;\" /><line x1=\"353\" y1=\"0\" x2=\"353\" y2=\"20\" style=\"stroke:#ff9500;stroke-width:3;\" /><line x1=\"354\" y1=\"0\" x2=\"354\" y2=\"20\" style=\"stroke:#ff9400;stroke-width:3;\" /><line x1=\"355\" y1=\"0\" x2=\"355\" y2=\"20\" style=\"stroke:#ff9300;stroke-width:3;\" /><line x1=\"356\" y1=\"0\" x2=\"356\" y2=\"20\" style=\"stroke:#ff9200;stroke-width:3;\" /><line x1=\"357\" y1=\"0\" x2=\"357\" y2=\"20\" style=\"stroke:#ff9100;stroke-width:3;\" /><line x1=\"358\" y1=\"0\" x2=\"358\" y2=\"20\" style=\"stroke:#ff9000;stroke-width:3;\" /><line x1=\"359\" y1=\"0\" x2=\"359\" y2=\"20\" style=\"stroke:#ff8f00;stroke-width:3;\" /><line x1=\"360\" y1=\"0\" x2=\"360\" y2=\"20\" style=\"stroke:#ff8e00;stroke-width:3;\" /><line x1=\"361\" y1=\"0\" x2=\"361\" y2=\"20\" style=\"stroke:#ff8d00;stroke-width:3;\" /><line x1=\"362\" y1=\"0\" x2=\"362\" y2=\"20\" style=\"stroke:#ff8c00;stroke-width:3;\" /><line x1=\"363\" y1=\"0\" x2=\"363\" y2=\"20\" style=\"stroke:#ff8b00;stroke-width:3;\" /><line x1=\"364\" y1=\"0\" x2=\"364\" y2=\"20\" style=\"stroke:#ff8a00;stroke-width:3;\" /><line x1=\"365\" y1=\"0\" x2=\"365\" y2=\"20\" style=\"stroke:#ff8900;stroke-width:3;\" /><line x1=\"366\" y1=\"0\" x2=\"366\" y2=\"20\" style=\"stroke:#ff8800;stroke-width:3;\" /><line x1=\"367\" y1=\"0\" x2=\"367\" y2=\"20\" style=\"stroke:#ff8700;stroke-width:3;\" /><line x1=\"368\" y1=\"0\" x2=\"368\" y2=\"20\" style=\"stroke:#ff8600;stroke-width:3;\" /><line x1=\"369\" y1=\"0\" x2=\"369\" y2=\"20\" style=\"stroke:#ff8500;stroke-width:3;\" /><line x1=\"370\" y1=\"0\" x2=\"370\" y2=\"20\" style=\"stroke:#ff8400;stroke-width:3;\" /><line x1=\"371\" y1=\"0\" x2=\"371\" y2=\"20\" style=\"stroke:#ff8300;stroke-width:3;\" /><line x1=\"372\" y1=\"0\" x2=\"372\" y2=\"20\" style=\"stroke:#ff8200;stroke-width:3;\" /><line x1=\"373\" y1=\"0\" x2=\"373\" y2=\"20\" style=\"stroke:#ff8100;stroke-width:3;\" /><line x1=\"374\" y1=\"0\" x2=\"374\" y2=\"20\" style=\"stroke:#ff8000;stroke-width:3;\" /><line x1=\"375\" y1=\"0\" x2=\"375\" y2=\"20\" style=\"stroke:#ff7f00;stroke-width:3;\" /><line x1=\"376\" y1=\"0\" x2=\"376\" y2=\"20\" style=\"stroke:#ff7e00;stroke-width:3;\" /><line x1=\"377\" y1=\"0\" x2=\"377\" y2=\"20\" style=\"stroke:#ff7d00;stroke-width:3;\" /><line x1=\"378\" y1=\"0\" x2=\"378\" y2=\"20\" style=\"stroke:#ff7c00;stroke-width:3;\" /><line x1=\"379\" y1=\"0\" x2=\"379\" y2=\"20\" style=\"stroke:#ff7b00;stroke-width:3;\" /><line x1=\"380\" y1=\"0\" x2=\"380\" y2=\"20\" style=\"stroke:#ff7a00;stroke-width:3;\" /><line x1=\"381\" y1=\"0\" x2=\"381\" y2=\"20\" style=\"stroke:#ff7900;stroke-width:3;\" /><line x1=\"382\" y1=\"0\" x2=\"382\" y2=\"20\" style=\"stroke:#ff7800;stroke-width:3;\" /><line x1=\"383\" y1=\"0\" x2=\"383\" y2=\"20\" style=\"stroke:#ff7700;stroke-width:3;\" /><line x1=\"384\" y1=\"0\" x2=\"384\" y2=\"20\" style=\"stroke:#ff7500;stroke-width:3;\" /><line x1=\"385\" y1=\"0\" x2=\"385\" y2=\"20\" style=\"stroke:#ff7400;stroke-width:3;\" /><line x1=\"386\" y1=\"0\" x2=\"386\" y2=\"20\" style=\"stroke:#ff7300;stroke-width:3;\" /><line x1=\"387\" y1=\"0\" x2=\"387\" y2=\"20\" style=\"stroke:#ff7200;stroke-width:3;\" /><line x1=\"388\" y1=\"0\" x2=\"388\" y2=\"20\" style=\"stroke:#ff7100;stroke-width:3;\" /><line x1=\"389\" y1=\"0\" x2=\"389\" y2=\"20\" style=\"stroke:#ff7000;stroke-width:3;\" /><line x1=\"390\" y1=\"0\" x2=\"390\" y2=\"20\" style=\"stroke:#ff6f00;stroke-width:3;\" /><line x1=\"391\" y1=\"0\" x2=\"391\" y2=\"20\" style=\"stroke:#ff6e00;stroke-width:3;\" /><line x1=\"392\" y1=\"0\" x2=\"392\" y2=\"20\" style=\"stroke:#ff6d00;stroke-width:3;\" /><line x1=\"393\" y1=\"0\" x2=\"393\" y2=\"20\" style=\"stroke:#ff6c00;stroke-width:3;\" /><line x1=\"394\" y1=\"0\" x2=\"394\" y2=\"20\" style=\"stroke:#ff6b00;stroke-width:3;\" /><line x1=\"395\" y1=\"0\" x2=\"395\" y2=\"20\" style=\"stroke:#ff6a00;stroke-width:3;\" /><line x1=\"396\" y1=\"0\" x2=\"396\" y2=\"20\" style=\"stroke:#ff6900;stroke-width:3;\" /><line x1=\"397\" y1=\"0\" x2=\"397\" y2=\"20\" style=\"stroke:#ff6800;stroke-width:3;\" /><line x1=\"398\" y1=\"0\" x2=\"398\" y2=\"20\" style=\"stroke:#ff6700;stroke-width:3;\" /><line x1=\"399\" y1=\"0\" x2=\"399\" y2=\"20\" style=\"stroke:#ff6600;stroke-width:3;\" /><line x1=\"400\" y1=\"0\" x2=\"400\" y2=\"20\" style=\"stroke:#ff6500;stroke-width:3;\" /><line x1=\"401\" y1=\"0\" x2=\"401\" y2=\"20\" style=\"stroke:#ff6400;stroke-width:3;\" /><line x1=\"402\" y1=\"0\" x2=\"402\" y2=\"20\" style=\"stroke:#ff6300;stroke-width:3;\" /><line x1=\"403\" y1=\"0\" x2=\"403\" y2=\"20\" style=\"stroke:#ff6200;stroke-width:3;\" /><line x1=\"404\" y1=\"0\" x2=\"404\" y2=\"20\" style=\"stroke:#ff6100;stroke-width:3;\" /><line x1=\"405\" y1=\"0\" x2=\"405\" y2=\"20\" style=\"stroke:#ff6000;stroke-width:3;\" /><line x1=\"406\" y1=\"0\" x2=\"406\" y2=\"20\" style=\"stroke:#ff5f00;stroke-width:3;\" /><line x1=\"407\" y1=\"0\" x2=\"407\" y2=\"20\" style=\"stroke:#ff5e00;stroke-width:3;\" /><line x1=\"408\" y1=\"0\" x2=\"408\" y2=\"20\" style=\"stroke:#ff5d00;stroke-width:3;\" /><line x1=\"409\" y1=\"0\" x2=\"409\" y2=\"20\" style=\"stroke:#ff5c00;stroke-width:3;\" /><line x1=\"410\" y1=\"0\" x2=\"410\" y2=\"20\" style=\"stroke:#ff5b00;stroke-width:3;\" /><line x1=\"411\" y1=\"0\" x2=\"411\" y2=\"20\" style=\"stroke:#ff5a00;stroke-width:3;\" /><line x1=\"412\" y1=\"0\" x2=\"412\" y2=\"20\" style=\"stroke:#ff5900;stroke-width:3;\" /><line x1=\"413\" y1=\"0\" x2=\"413\" y2=\"20\" style=\"stroke:#ff5800;stroke-width:3;\" /><line x1=\"414\" y1=\"0\" x2=\"414\" y2=\"20\" style=\"stroke:#ff5700;stroke-width:3;\" /><line x1=\"415\" y1=\"0\" x2=\"415\" y2=\"20\" style=\"stroke:#ff5600;stroke-width:3;\" /><line x1=\"416\" y1=\"0\" x2=\"416\" y2=\"20\" style=\"stroke:#ff5500;stroke-width:3;\" /><line x1=\"417\" y1=\"0\" x2=\"417\" y2=\"20\" style=\"stroke:#ff5400;stroke-width:3;\" /><line x1=\"418\" y1=\"0\" x2=\"418\" y2=\"20\" style=\"stroke:#ff5300;stroke-width:3;\" /><line x1=\"419\" y1=\"0\" x2=\"419\" y2=\"20\" style=\"stroke:#ff5200;stroke-width:3;\" /><line x1=\"420\" y1=\"0\" x2=\"420\" y2=\"20\" style=\"stroke:#ff5100;stroke-width:3;\" /><line x1=\"421\" y1=\"0\" x2=\"421\" y2=\"20\" style=\"stroke:#ff5000;stroke-width:3;\" /><line x1=\"422\" y1=\"0\" x2=\"422\" y2=\"20\" style=\"stroke:#ff4f00;stroke-width:3;\" /><line x1=\"423\" y1=\"0\" x2=\"423\" y2=\"20\" style=\"stroke:#ff4d00;stroke-width:3;\" /><line x1=\"424\" y1=\"0\" x2=\"424\" y2=\"20\" style=\"stroke:#ff4c00;stroke-width:3;\" /><line x1=\"425\" y1=\"0\" x2=\"425\" y2=\"20\" style=\"stroke:#ff4b00;stroke-width:3;\" /><line x1=\"426\" y1=\"0\" x2=\"426\" y2=\"20\" style=\"stroke:#ff4a00;stroke-width:3;\" /><line x1=\"427\" y1=\"0\" x2=\"427\" y2=\"20\" style=\"stroke:#ff4900;stroke-width:3;\" /><line x1=\"428\" y1=\"0\" x2=\"428\" y2=\"20\" style=\"stroke:#ff4800;stroke-width:3;\" /><line x1=\"429\" y1=\"0\" x2=\"429\" y2=\"20\" style=\"stroke:#ff4700;stroke-width:3;\" /><line x1=\"430\" y1=\"0\" x2=\"430\" y2=\"20\" style=\"stroke:#ff4600;stroke-width:3;\" /><line x1=\"431\" y1=\"0\" x2=\"431\" y2=\"20\" style=\"stroke:#ff4500;stroke-width:3;\" /><line x1=\"432\" y1=\"0\" x2=\"432\" y2=\"20\" style=\"stroke:#ff4400;stroke-width:3;\" /><line x1=\"433\" y1=\"0\" x2=\"433\" y2=\"20\" style=\"stroke:#ff4300;stroke-width:3;\" /><line x1=\"434\" y1=\"0\" x2=\"434\" y2=\"20\" style=\"stroke:#ff4200;stroke-width:3;\" /><line x1=\"435\" y1=\"0\" x2=\"435\" y2=\"20\" style=\"stroke:#ff4100;stroke-width:3;\" /><line x1=\"436\" y1=\"0\" x2=\"436\" y2=\"20\" style=\"stroke:#ff4000;stroke-width:3;\" /><line x1=\"437\" y1=\"0\" x2=\"437\" y2=\"20\" style=\"stroke:#ff3f00;stroke-width:3;\" /><line x1=\"438\" y1=\"0\" x2=\"438\" y2=\"20\" style=\"stroke:#ff3e00;stroke-width:3;\" /><line x1=\"439\" y1=\"0\" x2=\"439\" y2=\"20\" style=\"stroke:#ff3d00;stroke-width:3;\" /><line x1=\"440\" y1=\"0\" x2=\"440\" y2=\"20\" style=\"stroke:#ff3c00;stroke-width:3;\" /><line x1=\"441\" y1=\"0\" x2=\"441\" y2=\"20\" style=\"stroke:#ff3b00;stroke-width:3;\" /><line x1=\"442\" y1=\"0\" x2=\"442\" y2=\"20\" style=\"stroke:#ff3a00;stroke-width:3;\" /><line x1=\"443\" y1=\"0\" x2=\"443\" y2=\"20\" style=\"stroke:#ff3900;stroke-width:3;\" /><line x1=\"444\" y1=\"0\" x2=\"444\" y2=\"20\" style=\"stroke:#ff3800;stroke-width:3;\" /><line x1=\"445\" y1=\"0\" x2=\"445\" y2=\"20\" style=\"stroke:#ff3700;stroke-width:3;\" /><line x1=\"446\" y1=\"0\" x2=\"446\" y2=\"20\" style=\"stroke:#ff3600;stroke-width:3;\" /><line x1=\"447\" y1=\"0\" x2=\"447\" y2=\"20\" style=\"stroke:#ff3500;stroke-width:3;\" /><line x1=\"448\" y1=\"0\" x2=\"448\" y2=\"20\" style=\"stroke:#ff3400;stroke-width:3;\" /><line x1=\"449\" y1=\"0\" x2=\"449\" y2=\"20\" style=\"stroke:#ff3300;stroke-width:3;\" /><line x1=\"450\" y1=\"0\" x2=\"450\" y2=\"20\" style=\"stroke:#ff3200;stroke-width:3;\" /><line x1=\"451\" y1=\"0\" x2=\"451\" y2=\"20\" style=\"stroke:#ff3100;stroke-width:3;\" /><line x1=\"452\" y1=\"0\" x2=\"452\" y2=\"20\" style=\"stroke:#ff3000;stroke-width:3;\" /><line x1=\"453\" y1=\"0\" x2=\"453\" y2=\"20\" style=\"stroke:#ff2f00;stroke-width:3;\" /><line x1=\"454\" y1=\"0\" x2=\"454\" y2=\"20\" style=\"stroke:#ff2e00;stroke-width:3;\" /><line x1=\"455\" y1=\"0\" x2=\"455\" y2=\"20\" style=\"stroke:#ff2d00;stroke-width:3;\" /><line x1=\"456\" y1=\"0\" x2=\"456\" y2=\"20\" style=\"stroke:#ff2c00;stroke-width:3;\" /><line x1=\"457\" y1=\"0\" x2=\"457\" y2=\"20\" style=\"stroke:#ff2b00;stroke-width:3;\" /><line x1=\"458\" y1=\"0\" x2=\"458\" y2=\"20\" style=\"stroke:#ff2a00;stroke-width:3;\" /><line x1=\"459\" y1=\"0\" x2=\"459\" y2=\"20\" style=\"stroke:#ff2900;stroke-width:3;\" /><line x1=\"460\" y1=\"0\" x2=\"460\" y2=\"20\" style=\"stroke:#ff2800;stroke-width:3;\" /><line x1=\"461\" y1=\"0\" x2=\"461\" y2=\"20\" style=\"stroke:#ff2600;stroke-width:3;\" /><line x1=\"462\" y1=\"0\" x2=\"462\" y2=\"20\" style=\"stroke:#ff2500;stroke-width:3;\" /><line x1=\"463\" y1=\"0\" x2=\"463\" y2=\"20\" style=\"stroke:#ff2400;stroke-width:3;\" /><line x1=\"464\" y1=\"0\" x2=\"464\" y2=\"20\" style=\"stroke:#ff2300;stroke-width:3;\" /><line x1=\"465\" y1=\"0\" x2=\"465\" y2=\"20\" style=\"stroke:#ff2200;stroke-width:3;\" /><line x1=\"466\" y1=\"0\" x2=\"466\" y2=\"20\" style=\"stroke:#ff2100;stroke-width:3;\" /><line x1=\"467\" y1=\"0\" x2=\"467\" y2=\"20\" style=\"stroke:#ff2000;stroke-width:3;\" /><line x1=\"468\" y1=\"0\" x2=\"468\" y2=\"20\" style=\"stroke:#ff1f00;stroke-width:3;\" /><line x1=\"469\" y1=\"0\" x2=\"469\" y2=\"20\" style=\"stroke:#ff1e00;stroke-width:3;\" /><line x1=\"470\" y1=\"0\" x2=\"470\" y2=\"20\" style=\"stroke:#ff1d00;stroke-width:3;\" /><line x1=\"471\" y1=\"0\" x2=\"471\" y2=\"20\" style=\"stroke:#ff1c00;stroke-width:3;\" /><line x1=\"472\" y1=\"0\" x2=\"472\" y2=\"20\" style=\"stroke:#ff1b00;stroke-width:3;\" /><line x1=\"473\" y1=\"0\" x2=\"473\" y2=\"20\" style=\"stroke:#ff1a00;stroke-width:3;\" /><line x1=\"474\" y1=\"0\" x2=\"474\" y2=\"20\" style=\"stroke:#ff1900;stroke-width:3;\" /><line x1=\"475\" y1=\"0\" x2=\"475\" y2=\"20\" style=\"stroke:#ff1800;stroke-width:3;\" /><line x1=\"476\" y1=\"0\" x2=\"476\" y2=\"20\" style=\"stroke:#ff1700;stroke-width:3;\" /><line x1=\"477\" y1=\"0\" x2=\"477\" y2=\"20\" style=\"stroke:#ff1600;stroke-width:3;\" /><line x1=\"478\" y1=\"0\" x2=\"478\" y2=\"20\" style=\"stroke:#ff1500;stroke-width:3;\" /><line x1=\"479\" y1=\"0\" x2=\"479\" y2=\"20\" style=\"stroke:#ff1400;stroke-width:3;\" /><line x1=\"480\" y1=\"0\" x2=\"480\" y2=\"20\" style=\"stroke:#ff1300;stroke-width:3;\" /><line x1=\"481\" y1=\"0\" x2=\"481\" y2=\"20\" style=\"stroke:#ff1200;stroke-width:3;\" /><line x1=\"482\" y1=\"0\" x2=\"482\" y2=\"20\" style=\"stroke:#ff1100;stroke-width:3;\" /><line x1=\"483\" y1=\"0\" x2=\"483\" y2=\"20\" style=\"stroke:#ff1000;stroke-width:3;\" /><line x1=\"484\" y1=\"0\" x2=\"484\" y2=\"20\" style=\"stroke:#ff0f00;stroke-width:3;\" /><line x1=\"485\" y1=\"0\" x2=\"485\" y2=\"20\" style=\"stroke:#ff0e00;stroke-width:3;\" /><line x1=\"486\" y1=\"0\" x2=\"486\" y2=\"20\" style=\"stroke:#ff0d00;stroke-width:3;\" /><line x1=\"487\" y1=\"0\" x2=\"487\" y2=\"20\" style=\"stroke:#ff0c00;stroke-width:3;\" /><line x1=\"488\" y1=\"0\" x2=\"488\" y2=\"20\" style=\"stroke:#ff0b00;stroke-width:3;\" /><line x1=\"489\" y1=\"0\" x2=\"489\" y2=\"20\" style=\"stroke:#ff0a00;stroke-width:3;\" /><line x1=\"490\" y1=\"0\" x2=\"490\" y2=\"20\" style=\"stroke:#ff0900;stroke-width:3;\" /><line x1=\"491\" y1=\"0\" x2=\"491\" y2=\"20\" style=\"stroke:#ff0800;stroke-width:3;\" /><line x1=\"492\" y1=\"0\" x2=\"492\" y2=\"20\" style=\"stroke:#ff0700;stroke-width:3;\" /><line x1=\"493\" y1=\"0\" x2=\"493\" y2=\"20\" style=\"stroke:#ff0600;stroke-width:3;\" /><line x1=\"494\" y1=\"0\" x2=\"494\" y2=\"20\" style=\"stroke:#ff0500;stroke-width:3;\" /><line x1=\"495\" y1=\"0\" x2=\"495\" y2=\"20\" style=\"stroke:#ff0400;stroke-width:3;\" /><line x1=\"496\" y1=\"0\" x2=\"496\" y2=\"20\" style=\"stroke:#ff0300;stroke-width:3;\" /><line x1=\"497\" y1=\"0\" x2=\"497\" y2=\"20\" style=\"stroke:#ff0200;stroke-width:3;\" /><line x1=\"498\" y1=\"0\" x2=\"498\" y2=\"20\" style=\"stroke:#ff0100;stroke-width:3;\" /><line x1=\"499\" y1=\"0\" x2=\"499\" y2=\"20\" style=\"stroke:#ff0000;stroke-width:3;\" /><text x=\"0\" y=\"35\">0</text><text x=\"500\" y=\"35\" style=\"text-anchor:end;\">50</text></svg>"
      ],
      "text/plain": [
       "<branca.colormap.LinearColormap at 0x7fe9706ee550>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cm = branca.colormap.LinearColormap(['green', 'yellow', 'red'], vmin=0, vmax=50)\n",
    "print(cm(25))\n",
    "cm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We create a `FeatureGroup` with all the points."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "f = folium.map.FeatureGroup()\n",
    "\n",
    "for lat, lng, size, color in zip(lats, lngs, sizes, colors):\n",
    "    f.add_child(\n",
    "        folium.features.CircleMarker(\n",
    "            [lat, lng],\n",
    "            radius=size,\n",
    "            color=None,\n",
    "            fill_color=cm(color),\n",
    "            fill_opacity=0.6)\n",
    "        )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And draw the map !"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;base64,
        <!DOCTYPE html>
        <head>
            
        
            <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
        
            
        
            <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.3/leaflet.js"></script>
        
        
        
            
        
            <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
        
        
        
            
        
            <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
        
        
        
            
        
            <script src="https://rawgithub.com/lvoogdt/Leaflet.awesome-markers/2.0/develop/dist/leaflet.awesome-markers.js"></script>
        
        
        
            
        
            <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/0.4.0/leaflet.markercluster-src.js"></script>
        
        
        
            
        
            <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/0.4.0/leaflet.markercluster.js"></script>
        
        
        
            
        
            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.3/leaflet.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.1.0/css/font-awesome.min.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://rawgit.com/lvoogdt/Leaflet.awesome-markers/2.0/develop/dist/leaflet.awesome-markers.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/0.4.0/MarkerCluster.Default.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/0.4.0/MarkerCluster.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://raw.githubusercontent.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css" />
        
        
        
            
            <style>

            html, body {
                width: 100%;
                height: 100%;
                margin: 0;
                padding: 0;
                }

            #map {
                position:absolute;
                top:0;
                bottom:0;
                right:0;
                left:0;
                }
            </style>
            
        
            
            <style> #map_34fcaf5a802a4fb88aa004c8eab842e0 {
                position : relative;
                width : 100.0%;
                height: 100.0%;
                left: 0.0%;
                top: 0.0%;
                }
            </style>
        
        
        
        </head>
        <body>
            
        
            
            <div class="folium-map" id="map_34fcaf5a802a4fb88aa004c8eab842e0" ></div>
        
        
        
        </body>
        <script>
            
        
            

            var southWest = L.latLng(-90, -180);
            var northEast = L.latLng(90, 180);
            var bounds = L.latLngBounds(southWest, northEast);

            var map_34fcaf5a802a4fb88aa004c8eab842e0 = L.map('map_34fcaf5a802a4fb88aa004c8eab842e0', {
                                           center:[46,4],
                                           zoom: 5,
                                           maxBounds: bounds,
                                           layers: [],
                                           crs: L.CRS.EPSG3857
                                         });
        
        
            
            var tile_layer_ecd3e9ea4b624a4590dcb3e72fc3034d = L.tileLayer(
                'http://otile1.mqcdn.com/tiles/1.0.0/map/{z}/{x}/{y}.png',
                {
                    maxZoom: 18,
                    minZoom: 1,
                    attribution: 'Map tiles by <a href="http://open.mapquest.com/">MapQuest</a> Data by <a href="http://openstreetmap.org">OpenStreetMap</a>, under <a href="http://creativecommons.org/licenses/by-sa/3.0">CC BY SA</a>.',
                    detectRetina: false
                    }
                ).addTo(map_34fcaf5a802a4fb88aa004c8eab842e0);

        
        
            
            var feature_group_d84f512bbada4dff8eb9f0140e481b76 = L.featureGroup(
                ).addTo(map_34fcaf5a802a4fb88aa004c8eab842e0);
        
        
            

            var circle_marker_9958ddb0eb884fa6b81263b7ebc73b55 = L.circleMarker(
                [52.0408811288,10.8709773609],
                {
                    color: 'None',
                    fillColor: '#fff900',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(5.11627538991)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_481dc0711032424ca7db51834445b972 = L.circleMarker(
                [50.8675787939,-14.4839332232],
                {
                    color: 'None',
                    fillColor: '#7ebf00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(3.61724913918)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_656e5566b5184d0085221fb2c0ffbad3 = L.circleMarker(
                [38.7233924973,9.70269035875],
                {
                    color: 'None',
                    fillColor: '#8ac500',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(4.78850504744)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_016b34ae51c04a2086cecb72e02bca02 = L.circleMarker(
                [48.5342031729,7.818704126],
                {
                    color: 'None',
                    fillColor: '#ffc000',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(19.2472466995)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_0019e79bf7544c719b953969d117ff75 = L.circleMarker(
                [46.2690796363,-3.60278422168],
                {
                    color: 'None',
                    fillColor: '#ff7400',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(6.54963407586)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_6db729df701a4622971244a2f5e4f548 = L.circleMarker(
                [41.9423234164,-16.6175381591],
                {
                    color: 'None',
                    fillColor: '#2d9700',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(17.9554197663)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_968913baac2946239bfb28a9ba1acdf8 = L.circleMarker(
                [52.6984767336,22.0857361967],
                {
                    color: 'None',
                    fillColor: '#2a9500',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(15.7555959911)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_f1c589b7dc5e402babf4bdfb51ed7346 = L.circleMarker(
                [44.7071231,-3.06763293023],
                {
                    color: 'None',
                    fillColor: '#a0d000',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(16.1339984082)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_66a22145213b482f93e50609d74ff8b1 = L.circleMarker(
                [51.332248236,-4.29966846127],
                {
                    color: 'None',
                    fillColor: '#ffa500',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(10.3307099774)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_23f37a3908c24fdaa866cb88e9dd22a6 = L.circleMarker(
                [44.4783238188,-14.4134097815],
                {
                    color: 'None',
                    fillColor: '#ff7f00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(18.832700229)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_d09dc33a10b4455bb532cec1cea54f4b = L.circleMarker(
                [40.3231809221,-0.937994966209],
                {
                    color: 'None',
                    fillColor: '#0d8600',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(8.69268691204)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_4c7e6df16b9d4f94ac7942db5f783fbd = L.circleMarker(
                [45.8464320604,20.3200162648],
                {
                    color: 'None',
                    fillColor: '#ff5100',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(2.93920346857)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_c1ef0a6fe221422c89f1630b48adb4bd = L.circleMarker(
                [39.5222042183,12.0899077859],
                {
                    color: 'None',
                    fillColor: '#ff4500',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(7.45603260727)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_cd91751a19584595aee767d85e6ffbb8 = L.circleMarker(
                [48.7413310766,-9.63402420242],
                {
                    color: 'None',
                    fillColor: '#ffbf00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(7.97411096668)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_777f835eec7f4885b413f171309f5b97 = L.circleMarker(
                [45.6920489976,-1.10047141572],
                {
                    color: 'None',
                    fillColor: '#ffdc00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(18.5897459437)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_f90eccaaf34748db952a0f1a373f8d05 = L.circleMarker(
                [43.3072100007,17.2646055815],
                {
                    color: 'None',
                    fillColor: '#c7e300',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(3.60400444621)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_968efd87f36941829ee5f3e86e29cf47 = L.circleMarker(
                [41.487123905,-14.2277318823],
                {
                    color: 'None',
                    fillColor: '#bcde00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(14.308522964)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_114bdf1aed1743a29c9dc6c2d6b65bc4 = L.circleMarker(
                [50.8480066735,6.42290251135],
                {
                    color: 'None',
                    fillColor: '#2b9600',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(8.40329604877)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_659ed9ad2291468bb28309ba46a8c606 = L.circleMarker(
                [47.93598548,2.83061823594],
                {
                    color: 'None',
                    fillColor: '#ff6300',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(17.2265667669)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_9c5f82e4443e4ad59f0c0a059a280ac2 = L.circleMarker(
                [45.3569133373,5.30280101163],
                {
                    color: 'None',
                    fillColor: '#d2e900',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(7.84422278773)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_c14a1f9dd99347bdba5ec986b8596440 = L.circleMarker(
                [39.6191059131,16.382556651],
                {
                    color: 'None',
                    fillColor: '#ffa000',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(10.7305240491)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_70327b288151475b950ebb3ad3ee07da = L.circleMarker(
                [42.7132555005,19.4393618883],
                {
                    color: 'None',
                    fillColor: '#b9dd00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(16.7668803156)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_876c52782ca24b09bbdde9899e58c976 = L.circleMarker(
                [48.425806295,0.716925213305],
                {
                    color: 'None',
                    fillColor: '#ff9700',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(6.47967574561)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_5853fd9e5e454348850d656cb1c23cb1 = L.circleMarker(
                [48.638146963,19.6266452369],
                {
                    color: 'None',
                    fillColor: '#ff0900',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(18.2180233346)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_a21ffdbcddb1465fbea4f3619f832f8c = L.circleMarker(
                [51.867550668,-16.1834783048],
                {
                    color: 'None',
                    fillColor: '#ff5700',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(15.0344468939)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_a13a1174fe314d45a1509f4cfe4578ec = L.circleMarker(
                [44.9459728251,-11.1002918886],
                {
                    color: 'None',
                    fillColor: '#e9f400',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(8.67076270369)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_5565c8bb206a443390621b413c85b263 = L.circleMarker(
                [43.9068418346,7.29939149634],
                {
                    color: 'None',
                    fillColor: '#098500',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(15.5453293675)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_ac9e3e77f74449208128990ead01367a = L.circleMarker(
                [48.7463252984,12.9168264454],
                {
                    color: 'None',
                    fillColor: '#ffc200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(9.41255054632)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_902cfe7652ac4cc8a590bcb4a7e10abb = L.circleMarker(
                [49.0117342295,12.1226137983],
                {
                    color: 'None',
                    fillColor: '#aad500',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(16.8104007799)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_b83183a6635649939e838562d9f67d8d = L.circleMarker(
                [42.0026433395,-14.3290991679],
                {
                    color: 'None',
                    fillColor: '#ffa200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(10.6821251228)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_546d1054894442beadd96a50cbfa8c7c = L.circleMarker(
                [40.2044208026,-12.80629671],
                {
                    color: 'None',
                    fillColor: '#e4f200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(3.09916596813)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_c2d713ccf4b049e686a7ecfa348568ed = L.circleMarker(
                [42.0476465975,12.1016554011],
                {
                    color: 'None',
                    fillColor: '#ffa100',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(10.804094277)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_4560cba0d8b340828d50e43110c69e07 = L.circleMarker(
                [44.0227136106,12.3270779536],
                {
                    color: 'None',
                    fillColor: '#c6e300',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(9.60139085489)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_3927ca4fd3fd4f9496773fa06e3124e7 = L.circleMarker(
                [50.3855617023,18.5702676946],
                {
                    color: 'None',
                    fillColor: '#249200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(18.7739818153)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_a7e704445b064ae7ae66f17fa59ec21e = L.circleMarker(
                [49.6842246598,0.776188541463],
                {
                    color: 'None',
                    fillColor: '#138a00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(13.2001310218)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_20aca4b85ea440bd86d1322ece46a221 = L.circleMarker(
                [39.0107351345,-15.8893878276],
                {
                    color: 'None',
                    fillColor: '#ff6f00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(12.1307274584)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_46d93c1f2b2e460cb6e76920d4df5d5f = L.circleMarker(
                [47.6495470123,-0.314419943299],
                {
                    color: 'None',
                    fillColor: '#ff5000',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(17.2988945574)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_70dab4ef63374028a6c75b92a0ef6f35 = L.circleMarker(
                [42.7326465329,6.82086837999],
                {
                    color: 'None',
                    fillColor: '#ff2400',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(9.02361394841)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_6b20e58a22194e9183dfc6b90829e545 = L.circleMarker(
                [45.4628576311,17.0315391147],
                {
                    color: 'None',
                    fillColor: '#ffff00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(7.18203719213)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_5a0485ae5ec24c1c8da3bdd5551a297c = L.circleMarker(
                [52.2460216118,13.7595555337],
                {
                    color: 'None',
                    fillColor: '#f8fc00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(3.59981172368)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_0a72f11f49cc496c93cbb4a341c310fe = L.circleMarker(
                [48.3197812077,-14.044506425],
                {
                    color: 'None',
                    fillColor: '#ffce00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(12.5106042833)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_bd9d1da1192342658ff47a473df11461 = L.circleMarker(
                [45.7441657132,19.9049513241],
                {
                    color: 'None',
                    fillColor: '#ff0d00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(14.988229591)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_d2cf891ab3ec42eba3934bb92eecdad8 = L.circleMarker(
                [45.0369271575,-1.8056830324],
                {
                    color: 'None',
                    fillColor: '#078400',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(12.3287331353)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_61785520a79043e49f39905048348ecf = L.circleMarker(
                [51.7164398255,22.5167652383],
                {
                    color: 'None',
                    fillColor: '#ffa900',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(4.75417265629)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_df422733fbcc450f8fe0579f35392325 = L.circleMarker(
                [45.2042601064,19.0079457101],
                {
                    color: 'None',
                    fillColor: '#68b400',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(17.7390854705)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_8dc7785a4a7d467fb2a014c5b01659de = L.circleMarker(
                [49.6174745607,-3.44472588155],
                {
                    color: 'None',
                    fillColor: '#ff8800',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(2.90633782866)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_8ca1a48ac3914e26a82b4682c8eee920 = L.circleMarker(
                [43.3016075959,-15.1789511973],
                {
                    color: 'None',
                    fillColor: '#ff5300',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(11.2099489493)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_996158f7568a4aee9d21f708b5c30587 = L.circleMarker(
                [50.6113953424,3.07288407561],
                {
                    color: 'None',
                    fillColor: '#85c300',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(18.0359626559)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_b647bc0ada8d49a5a3e739c4bff3c2ab = L.circleMarker(
                [41.1632853919,-8.8803714255],
                {
                    color: 'None',
                    fillColor: '#ff6a00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(7.35316598475)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_c4f3d0c69e6447478b59ebd7b9f08e4a = L.circleMarker(
                [44.4815452242,19.6509854314],
                {
                    color: 'None',
                    fillColor: '#ff7500',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(3.44074868221)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_9015e9ae3e884c2fac7b7eeca79d9c45 = L.circleMarker(
                [49.3846311261,10.9746423799],
                {
                    color: 'None',
                    fillColor: '#ffff00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(14.1073171078)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_13d07eb0f1d943479e023f720ce68e9a = L.circleMarker(
                [47.0739163952,13.8575976849],
                {
                    color: 'None',
                    fillColor: '#7dbf00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(7.16217326626)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_cd9f266fc3a54cdd870cf1ff50e7fd30 = L.circleMarker(
                [39.6392145122,-8.97064792642],
                {
                    color: 'None',
                    fillColor: '#ff8700',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(18.1658844306)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_9ce62829f679474bb76cc4b14fc8891d = L.circleMarker(
                [41.7612769662,3.41066178304],
                {
                    color: 'None',
                    fillColor: '#c5e300',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(5.10458800126)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_eca32980a61d4e7d86846daa3997116b = L.circleMarker(
                [40.3625471175,20.0582802315],
                {
                    color: 'None',
                    fillColor: '#bcde00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(12.8069661283)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_7b3c776bd2c9455b86d6c53a8395da27 = L.circleMarker(
                [52.7478635932,-7.61655203434],
                {
                    color: 'None',
                    fillColor: '#028100',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(9.18118996023)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_14a09a527ea84d4d8166f87374863ce5 = L.circleMarker(
                [44.240053423,-12.4401778182],
                {
                    color: 'None',
                    fillColor: '#ff8200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(8.64665270173)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_23b83b549c4a455ebd97a76b1b42eb4b = L.circleMarker(
                [46.9717367583,15.1110076202],
                {
                    color: 'None',
                    fillColor: '#ff2200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(19.1979891005)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_d0a6bd6e95a54854a1cc8ef431423850 = L.circleMarker(
                [52.910085229,-2.60594698594],
                {
                    color: 'None',
                    fillColor: '#ff4d00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(16.3258925521)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_d501e320300d455dba071723b3104d87 = L.circleMarker(
                [44.2825975574,-14.81294571],
                {
                    color: 'None',
                    fillColor: '#c4e200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(16.5058721959)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_3262d0fca0de42f3a493aaff26add5d0 = L.circleMarker(
                [45.0125243818,16.2642812493],
                {
                    color: 'None',
                    fillColor: '#ff1c00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(4.57653412323)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_75b33bcb8fac4950a403fe34089c5772 = L.circleMarker(
                [52.8409077362,-13.7314880962],
                {
                    color: 'None',
                    fillColor: '#ffac00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(7.83964275901)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_29484aec84714f2b83e019f1b37b92e5 = L.circleMarker(
                [44.129272273,8.39787722379],
                {
                    color: 'None',
                    fillColor: '#ffd700',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(4.29555523718)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_404f0c445a3c41bdb00ac47e3f0760d3 = L.circleMarker(
                [50.1436916639,20.5512540782],
                {
                    color: 'None',
                    fillColor: '#2c9600',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(5.35127525208)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_41d27dd4ce274e8f884999e83dfeff12 = L.circleMarker(
                [49.8125446652,-6.9824880637],
                {
                    color: 'None',
                    fillColor: '#ffca00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(13.5721383973)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_6a1b8a67de5b4f2fabe0234c6b97e0c2 = L.circleMarker(
                [45.3767918749,-0.211078063955],
                {
                    color: 'None',
                    fillColor: '#ffd600',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(4.09952440077)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_34f1a480b2b34cc9ad2242492d3de686 = L.circleMarker(
                [40.5641736753,-2.25605222211],
                {
                    color: 'None',
                    fillColor: '#188c00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(7.80543315957)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_b3d9401db01f4dbeb9af0c30371837a8 = L.circleMarker(
                [41.304588925,-16.9579742974],
                {
                    color: 'None',
                    fillColor: '#a9d400',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(5.74589225292)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_4e4aac0c811f4453aef1404759c67e73 = L.circleMarker(
                [47.0529559626,3.44121173949],
                {
                    color: 'None',
                    fillColor: '#ffc000',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(18.6670972827)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_97ab178705664ea289ed351423a940d3 = L.circleMarker(
                [41.7586881949,16.3823966549],
                {
                    color: 'None',
                    fillColor: '#ff3900',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(5.38155987412)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_f5a25a75727c417b8a801b9ad7e02e4f = L.circleMarker(
                [38.9429256802,12.8186504114],
                {
                    color: 'None',
                    fillColor: '#ff1900',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(19.1630967861)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_18103bd7966a4affab96c23346282991 = L.circleMarker(
                [38.2297648315,0.658864531565],
                {
                    color: 'None',
                    fillColor: '#ff0e00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(16.1231314907)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_1fe9a02da7054fd1bb0262d8c2cb49b9 = L.circleMarker(
                [44.5965898628,16.4803744705],
                {
                    color: 'None',
                    fillColor: '#ff3600',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(2.4980542541)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_1f76fbec9bf848969fec35c9df3d0956 = L.circleMarker(
                [41.921635023,-2.98793639713],
                {
                    color: 'None',
                    fillColor: '#ffd700',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(12.1962063276)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_993da74b01da4ec383b18cf021fc610c = L.circleMarker(
                [42.3179989902,-13.1016489917],
                {
                    color: 'None',
                    fillColor: '#bdde00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(2.30294219964)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_de723f27528a481992f3a2f07235f082 = L.circleMarker(
                [48.8988743488,-8.72755470782],
                {
                    color: 'None',
                    fillColor: '#ff8400',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(9.08539869575)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_27685817edf2437da5bf8a6c53d397c5 = L.circleMarker(
                [45.4457948158,19.949281369],
                {
                    color: 'None',
                    fillColor: '#77bb00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(19.0608421531)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_2f1a56b742ea4ba8bea7fe6c662b993b = L.circleMarker(
                [52.724439847,11.466484226],
                {
                    color: 'None',
                    fillColor: '#ff6500',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(13.8067967391)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_fb7246e0979644a4a098fcb710a33387 = L.circleMarker(
                [51.281478841,-16.6760872423],
                {
                    color: 'None',
                    fillColor: '#f6fb00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(9.99411024672)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_6082a9a58fa44fa994e9b79642dfb00e = L.circleMarker(
                [43.9602083121,21.8425785108],
                {
                    color: 'None',
                    fillColor: '#96cb00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(5.41132241446)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_598e8719d3694a9c923548e088c456a0 = L.circleMarker(
                [40.5270310977,-12.7926080096],
                {
                    color: 'None',
                    fillColor: '#ffb200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(10.3996853111)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_a5ac96133bdf460c825376a1c3f62de0 = L.circleMarker(
                [49.7762058493,7.20885276166],
                {
                    color: 'None',
                    fillColor: '#138a00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(9.75490570475)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_70cddb438f11446295ebfbb0b2a491f1 = L.circleMarker(
                [43.8509900897,20.3524621011],
                {
                    color: 'None',
                    fillColor: '#ff6600',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(12.6065327805)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_6b17b08b580040c6983361f0b6c7db5b = L.circleMarker(
                [46.3862270521,-1.95889854167],
                {
                    color: 'None',
                    fillColor: '#fdfe00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(19.7205647135)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_2f5af96849744844acefdaa0b142bb2c = L.circleMarker(
                [52.7390245574,19.3304269803],
                {
                    color: 'None',
                    fillColor: '#048200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(3.19033687869)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_bad17c9f07f44c9d8d97b9127a54da7d = L.circleMarker(
                [40.0243505459,21.1312312321],
                {
                    color: 'None',
                    fillColor: '#ff5d00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(10.7325572212)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_b85d7ada7bd64e1ea4a837c2eb8085af = L.circleMarker(
                [52.8361497327,14.8873063732],
                {
                    color: 'None',
                    fillColor: '#0c8600',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(7.13358884161)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_fa6bdc8a57e5463bb707797d963826b0 = L.circleMarker(
                [39.6954721028,13.2211407277],
                {
                    color: 'None',
                    fillColor: '#ff0a00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(10.9745363832)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_efe6ffb4126040d2aaf6fefa42809d19 = L.circleMarker(
                [50.8386273231,-14.9750952186],
                {
                    color: 'None',
                    fillColor: '#68b400',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(6.32301926364)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_886736a976cd42cfbfd2e7fa48699cda = L.circleMarker(
                [52.0641907239,-2.8092285846],
                {
                    color: 'None',
                    fillColor: '#ff9600',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(10.8300023693)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_1363c9d7b92944dabe45687d1be9e571 = L.circleMarker(
                [46.3669235484,3.27727653932],
                {
                    color: 'None',
                    fillColor: '#ffa700',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(17.7670522495)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_be5e2bdab8bd4c74940081b7e20f20d4 = L.circleMarker(
                [38.2909149551,1.74171253506],
                {
                    color: 'None',
                    fillColor: '#9bce00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(13.5489071763)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_fb8803c6495a4ed5a0f0ae65c646b4cf = L.circleMarker(
                [42.7324785472,-14.8114904765],
                {
                    color: 'None',
                    fillColor: '#048200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(4.45398119349)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_b78d294bc8a0461098d096f78ee73900 = L.circleMarker(
                [44.5284825309,6.69996149974],
                {
                    color: 'None',
                    fillColor: '#94ca00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(15.416125232)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_c4d5e9184b0e4dde8e4c96f30d011fbd = L.circleMarker(
                [51.5350879347,19.3949995464],
                {
                    color: 'None',
                    fillColor: '#ffe200',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(18.0541887174)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_d0651cc1483e41cf8987387fea86cf1f = L.circleMarker(
                [52.5878640015,12.6625066806],
                {
                    color: 'None',
                    fillColor: '#bcde00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(17.2744498522)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_d8684285807a431ea4b4abb26734a1ff = L.circleMarker(
                [42.5654932584,-4.35938394267],
                {
                    color: 'None',
                    fillColor: '#ffd100',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(17.4221497055)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_0249b789e1524f259a99627db66d5c6a = L.circleMarker(
                [47.2431937105,-11.6131733239],
                {
                    color: 'None',
                    fillColor: '#ff7300',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(9.72151108962)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_2bf5495bc4254a5281319bfff52a85b9 = L.circleMarker(
                [46.9105837351,-12.1362056134],
                {
                    color: 'None',
                    fillColor: '#279400',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(13.7112695689)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
            

            var circle_marker_d83d98e4b83c494cb332f8bac8a1c42b = L.circleMarker(
                [38.0292846771,-4.92227238407],
                {
                    color: 'None',
                    fillColor: '#ffba00',
                    fillOpacity: 0.6
                    }
                )
                .setRadius(7.20369146015)
                .addTo(feature_group_d84f512bbada4dff8eb9f0140e481b76);
            
        
        
        </script>
        \" style=\"position:absolute;width:100%;height:100%;left:0;top:0;\"></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fe9706ee048>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m = folium.Map([46,4], zoom_start=5, tiles='mapquestopen')\n",
    "m.add_child(f)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "That's all folks !"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "prototyping",
   "language": "python",
   "name": "prototyping"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}