vending site.ipynb

{
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   "execution_count": 1,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "import folium"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site={}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['home']=[-35.1599026,149.0961]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['work']=[-35.3657955,149.0947059]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['abc drink:45']=[-35.2601358,149.1334806]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['Boral Mugga lane drink:25']=[-35.367476,149.132060]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['Harvey normal Fyshwick drink:23']=[-35.32637,149.166656]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['Lennock motors Phillip drink:61']=[-35.3571955,149.0891763]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['Maddox house Barton drink:32']=[-35.3079303,149.1336224]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['Pinnacle appartments Kingston drink:59']=[-35.3180802,149.1399596]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['Target civic snack:39']=[-35.28028,149.134957,15]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['Calvary retirement home drink:106']=[-35.250192,149.087947]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "site['BOC gas Fyshwick :20']=[-35.3303093,149.1742984]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false,
    "deletable": true,
    "editable": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-35.3303093, 149.1742984]\n",
      "[-35.28028, 149.134957, 15]\n",
      "[-35.3571955, 149.0891763]\n",
      "[-35.3079303, 149.1336224]\n",
      "[-35.32637, 149.166656]\n",
      "[-35.1599026, 149.0961]\n",
      "[-35.250192, 149.087947]\n",
      "[-35.3180802, 149.1399596]\n",
      "[-35.2601358, 149.1334806]\n",
      "[-35.367476, 149.13206]\n",
      "[-35.3657955, 149.0947059]\n"
     ]
    }
   ],
   "source": [
    "for item in site:\n",
    "    print(site[item])\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "gungahlin = folium.Map(location=[-35.187746,149.1201253],zoom_start=11)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "for item in site:\n",
    "    a_site=folium.Marker(site[item],popup=item)\n",
    "    a_site.add_to(gungahlin)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": false,
    "deletable": true,
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   },
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