examples/Let's Make a Map Too.ipynb

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     "source": [
      "# [matta](https://github.com/carnby/matta) - view and scaffold d3.js visualizations in IPython notebooks\n",
      "\n",
      "## Let's Make a Map Too\n",
      "\n",
      "Inspired by [Mike Bostock's _Let's Make a Map_](http://bost.ocks.org/mike/map/), we want to make a map too using matta. \n",
      "We will display the [communes of Santiago, Chile](https://en.wikipedia.org/wiki/Santiago#Political_divisions). To do that we will perform the following steps:\n",
      "\n",
      "1. Download the administrative borders of Chile in a shapefile from the Library of Congress.\n",
      "2. Use ogr2ogr to filter and clip the borders of the city of Santiago, as well as converting the result to GeoJSON.\n",
      "3. Convert the GeoJSON file to TopoJSON.\n",
      "4. Display the TopoJSON file using matta in the IPython notebook.\n",
      "5. Download Human Development Index from Wikipedia and make a choropleth/symbol map using matta."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import matta\n",
      "matta.init_javascript(path='https://rawgit.com/carnby/matta/master/matta/libs/')"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "\n",
        "<script>\n",
        "$(document).ready(function() {\n",
        "    if (!require.defined('matta')) {\n",
        "        require.config({\n",
        "          paths: {\"leaflet\": \"https://rawgit.com/carnby/matta/master/matta/libs//leaflet-0.7.3/leaflet-src\", \"wordcloud\": \"https://rawgit.com/carnby/matta/master/matta/libs//d3.layout.cloud\", \"sankey\": \"https://rawgit.com/carnby/matta/master/matta/libs//d3.sankey\", \"matta\": \"https://rawgit.com/carnby/matta/master/matta/libs//matta\", \"tile\": \"https://rawgit.com/carnby/matta/master/matta/libs//d3.geo.tile\", \"force_edge_bundling\": \"https://rawgit.com/carnby/matta/master/matta/libs//d3.ForceEdgeBundling\", \"topojson\": \"https://rawgit.com/carnby/matta/master/matta/libs//topojson\", \"force_directed\": \"https://rawgit.com/carnby/matta/master/matta/libs//matta.force-directed\", \"d3\": \"https://rawgit.com/carnby/matta/master/matta/libs//d3.v3.min\"}\n",
        "        });\n",
        "\n",
        "        require(['matta'], function(matta) {\n",
        "            matta.add_css('https://rawgit.com/carnby/matta/master/matta/libs//matta.css');\n",
        "        });\n",
        "    }\n",
        "});\n",
        "</script>\n",
        "<span class=\"label label-info\">matta</span> Javascript code added.\n",
        "        "
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 1,
       "text": [
        "<IPython.core.display.HTML at 0x7f96684d2f10>"
       ]
      }
     ],
     "prompt_number": 1
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "### Download Shapefiles\n",
      "\n",
      "<span class=\"label label-warning\">Note</span> We delete data to start from 0"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "!rm -fr data\n",
      "!mkdir data\n",
      "!wget http://siit2.bcn.cl/obtienearchivo?id=repositorio/10221/10396/1/division_comunal.zip -O data/division_comunal.zip"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "--2015-01-08 13:34:16--  http://siit2.bcn.cl/obtienearchivo?id=repositorio/10221/10396/1/division_comunal.zip\r\n",
        "Resolviendo siit2.bcn.cl (siit2.bcn.cl)... 200.0.66.71\r\n",
        "Conectando con siit2.bcn.cl (siit2.bcn.cl)[200.0.66.71]:80... conectado.\r\n",
        "Petici\u00f3n HTTP enviada, esperando respuesta... "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "200 OK\r\n",
        "Longitud: 29000232 (28M) [application/zip]\r\n",
        "Grabando a: \u201cdata/division_comunal.zip\u201d\r\n",
        "\r\n",
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        "\r",
        "100%[======================================>] 29.000.232  1,26MB/s   en 22s    \r\n",
        "\r\n",
        "2015-01-08 13:34:39 (1,26 MB/s) - \u201cdata/division_comunal.zip\u201d guardado [29000232/29000232]\r\n",
        "\r\n"
       ]
      }
     ],
     "prompt_number": 2
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "!unzip data/division_comunal.zip -d data/"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Archive:  data/division_comunal.zip\r\n",
        "  inflating: data/Disclaimer.txt     \r\n",
        "  inflating: data/division_comunal.dbf  \r\n",
        "  inflating: data/division_comunal.prj  \r\n",
        "  inflating: data/division_comunal.sbn  \r\n",
        "  inflating: data/division_comunal.sbx  \r\n",
        "  inflating: data/division_comunal.shp  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r\n",
        "  inflating: data/division_comunal.shp.xml  \r\n",
        "  inflating: data/division_comunal.shx  \r\n"
       ]
      }
     ],
     "prompt_number": 3
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "### Convert to GeoJSON\n",
      "\n",
      "You can use `ogrinfo` to see the structure of the source shapefile."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "!ogrinfo data/division_comunal.shp 'division_comunal' | head -n 30"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "INFO: Open of `data/division_comunal.shp'\r\n",
        "      using driver `ESRI Shapefile' successful.\r\n",
        "\r\n",
        "Layer name: division_comunal\r\n",
        "Geometry: Polygon\r\n",
        "Feature Count: 346\r\n",
        "Extent: (-3701712.293900, 3794823.357600) - (704690.560200, 8065196.816300)\r\n",
        "Layer SRS WKT:\r\n",
        "PROJCS[\"WGS_1984_UTM_Zone_19S\",\r\n",
        "    GEOGCS[\"GCS_WGS_1984\",\r\n",
        "        DATUM[\"WGS_1984\",\r\n",
        "            SPHEROID[\"WGS_84\",6378137.0,298.257223563]],\r\n",
        "        PRIMEM[\"Greenwich\",0.0],\r\n",
        "        UNIT[\"Degree\",0.0174532925199433]],\r\n",
        "    PROJECTION[\"Transverse_Mercator\"],\r\n",
        "    PARAMETER[\"False_Easting\",500000.0],\r\n",
        "    PARAMETER[\"False_Northing\",10000000.0],\r\n",
        "    PARAMETER[\"Central_Meridian\",-69.0],\r\n",
        "    PARAMETER[\"Scale_Factor\",0.9996],\r\n",
        "    PARAMETER[\"Latitude_Of_Origin\",0.0],\r\n",
        "    UNIT[\"Meter\",1.0]]\r\n",
        "NOM_REG: String (50.0)\r\n",
        "NOM_PROV: String (20.0)\r\n",
        "NOM_COM: String (30.0)\r\n",
        "SHAPE_LENG: Real (19.11)\r\n",
        "DIS_ELEC: Integer (4.0)\r\n",
        "CIR_SENA: Integer (4.0)\r\n",
        "COD_COMUNA: Integer (4.0)\r\n",
        "SHAPE_Le_1: Real (19.11)\r\n",
        "SHAPE_Area: Real (19.11)\r\n"
       ]
      }
     ],
     "prompt_number": 4
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Now we use ogr2ogr to convert the shapefile into GeoJSON.\n",
      "\n",
      "Notes:\n",
      "\n",
      "  * After some manual inspection, we know that NOM_PROV contains the name of the parent administrative divisions of the city. We use a where clause to filter those. \n",
      "  * We delete `santiago-comunas.json` in case it exists (that is, when we re-run the notebook :) ).\n",
      "  * We use the `-clipdst` option to specify a bounding box obtained in [this site](http://boundingbox.klokantech.com/).\n",
      "  * We also use the `-t_srs EPSG:4326-o` option to convert the data coordinates to (longitude,latitude) pairs."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "!rm data/santiago-comunas.json\n",
      "!ogr2ogr -where \"NOM_PROV IN ('Santiago', 'Maipo', 'Cordillera')\" -f GeoJSON \\\n",
      "    -clipdst -70.828155 -33.635036 -70.452573 -33.302953 -t_srs EPSG:4326-o \\\n",
      "    data/santiago-comunas.json data/division_comunal.shp"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "rm: no se puede borrar \u00abdata/santiago-comunas.json\u00bb: No existe el archivo o el directorio\r\n"
       ]
      }
     ],
     "prompt_number": 5
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "### From GeoJSON to TopoJSON"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "!topojson -p --id-property NOM_COM -s 0 -o data/topojson-santiago-comunas.json data/santiago-comunas.json"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "bounds: -70.828155 -33.635036 -70.452573 -33.302953 (spherical)\r\n",
        "pre-quantization: 0.0418m (3.76e-7\u00b0) 0.0369m (3.32e-7\u00b0)\r\n",
        "topology: 253 arcs, 5154 points\r\n",
        "post-quantization: 4.18m (0.0000376\u00b0) 3.69m (0.0000332\u00b0)\r\n",
        "prune: retained 253 / 253 arcs (100%)\r\n"
       ]
      }
     ],
     "prompt_number": 6
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import json\n",
      "import unicodedata\n",
      "\n",
      "def strip_accents(s):\n",
      "   return ''.join(c for c in unicodedata.normalize('NFD', s)\n",
      "                  if unicodedata.category(c) != 'Mn')\n",
      "\n",
      "with open('data/topojson-santiago-comunas.json', 'r') as f:\n",
      "    stgo = json.load(f)\n",
      "    \n",
      "for g in stgo['objects']['santiago-comunas']['geometries']:\n",
      "    g['id'] = strip_accents(g['id'].upper())\n",
      "    g['properties']['id'] = g['id']"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 7
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "stgo['objects']['santiago-comunas']['geometries'][7]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 8,
       "text": [
        "{u'arcs': [[61, 62, 63, -15, 64, 65, 66, 67, 68, 69, 70, 71]],\n",
        " u'id': u'SAN JOAQUIN',\n",
        " u'properties': {u'CIR_SENA': 8,\n",
        "  u'COD_COMUNA': 1312,\n",
        "  u'DIS_ELEC': 25,\n",
        "  u'NOM_COM': u'San Joaqu\\xedn',\n",
        "  u'NOM_PROV': u'Santiago',\n",
        "  u'NOM_REG': u'Regi\\xf3n Metropolitana de Santiago',\n",
        "  u'SHAPE_Area': 9876876.69845,\n",
        "  u'SHAPE_LENG': 13987.3267808,\n",
        "  u'SHAPE_Le_1': 13986.8273946,\n",
        "  'id': u'SAN JOAQUIN'},\n",
        " u'type': u'Polygon'}"
       ]
      }
     ],
     "prompt_number": 8
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "## Display TopoJSON using matta"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from matta import topojson\n",
      "\n",
      "topojson(geometry=stgo)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<style>\n",
        "\n",
        "</style>\n",
        "\n",
        "<div id=\"matta-vis-325e774a-c80f-4974-a5fd-a95359107683\"></div>\n",
        "\n",
        "<script type=\"text/javascript\">\n",
        "$(function() {\n",
        "    var main = function (d3, matta, topojson) {\n",
        "        \n",
        "/**\n",
        " * mod_matta_topojson was scaffolded using matta\n",
        " * Variables that start with an underscore (_) are passed as arguments in Python.\n",
        " * Variables that start with _data are data parameters of the visualization, and expected to be given as datum.\n",
        " *\n",
        " * For instance, d3.select('#figure').datum({'graph': a_json_graph, 'dataframe': a_json_dataframe}).call(visualization)\n",
        " * will fill the variables _data_graph and _data_dataframe.\n",
        " */\n",
        "\n",
        "var matta_matta_topojson = function() {\n",
        "    var __fill_data__ = function(__data__) {\n",
        "        \n",
        "            func_matta_topojson.geometry(__data__.geometry);\n",
        "        \n",
        "            func_matta_topojson.graph(__data__.graph);\n",
        "        \n",
        "            func_matta_topojson.area_dataframe(__data__.area_dataframe);\n",
        "        \n",
        "            func_matta_topojson.mark_dataframe(__data__.mark_dataframe);\n",
        "        \n",
        "    };\n",
        "\n",
        "    var func_matta_topojson = function (selection) {\n",
        "        console.log('selection', selection);\n",
        "\n",
        "        var _vis_width = _width - _padding.left - _padding.right;\n",
        "        var _vis_height = _height - _padding.top - _padding.bottom;\n",
        "\n",
        "        selection.each(function(__data__) {\n",
        "            __fill_data__(__data__);\n",
        "\n",
        "            var container = null;\n",
        "\n",
        "            if (d3.select(this).select(\"svg.matta_topojson-container\").empty()) {\n",
        "                \n",
        "                    var svg = d3.select(this).append(\"svg\")\n",
        "                        .attr(\"width\", _width)\n",
        "                        .attr(\"height\", _height)\n",
        "                        .attr('class', 'matta_topojson-container');\n",
        "\n",
        "                    \n",
        "\n",
        "                    container = svg.append(\"g\")\n",
        "                        .classed('matta_topojson-container', true)\n",
        "                        .attr('transform', 'translate(' + _padding.left + ',' + _padding.top + ')');\n",
        "\n",
        "                \n",
        "            } else {\n",
        "                container = d3.select(this).select(\"svg.matta_topojson-container\");\n",
        "            }\n",
        "\n",
        "            console.log('container', container.node());\n",
        "\n",
        "            \n",
        "                \n",
        "var map_width = _width;\n",
        "var map_height = _height;\n",
        "\n",
        "var map_container = null;\n",
        "var legend_container;\n",
        "var threshold_container;\n",
        "var path_g;\n",
        "var mark_g;\n",
        "var projection;\n",
        "var graph_g;\n",
        "\n",
        "if (_feature_name == null) {\n",
        "    _feature_name = d3.keys(_data_geometry.objects)[0];\n",
        "}\n",
        "\n",
        "var geometry = topojson.feature(_data_geometry, _data_geometry.objects[_feature_name]);\n",
        "console.log('geometry', geometry);\n",
        "\n",
        "var available_ids = d3.set();\n",
        "geometry.features.forEach(function(d) {\n",
        "    available_ids.add(d[_feature_id]);\n",
        "});\n",
        "\n",
        "console.log('available ids', available_ids);\n",
        "\n",
        "var path = d3.geo.path();\n",
        "\n",
        "var legend = matta.symbol_legend()\n",
        "    .position({x: 20 + _mark_max_ratio, y: _height - 20 });\n",
        "var threshold_legend = matta.color_thresholds()\n",
        "        .extent(_area_color_scale_extent)\n",
        "        .width(_area_color_scale_width)\n",
        "        .height(_area_color_scale_height)\n",
        "        .title(_area_color_scale_title != null ? _area_color_scale_title : _area_value);\n",
        "\n",
        "var threshold = d3.scale.threshold()\n",
        "    .domain(_area_color_scale_domain)\n",
        "    .range(_area_color_scale_range);\n",
        "\n",
        "//console.log('area colors', area_color_thresholds);\n",
        "console.log('threshold', threshold.range(), threshold.domain());\n",
        "\n",
        "\n",
        "var draw_topojson = function() {\n",
        "    console.log('map container', map_container);\n",
        "    var p = path_g.selectAll('path')\n",
        "        .data(geometry.features, function(d, i) { return d[_feature_id]; });\n",
        "\n",
        "    p.enter()\n",
        "        .append('path');\n",
        "\n",
        "    p.exit()\n",
        "        .remove();\n",
        "\n",
        "    p.attr({\n",
        "            'd': path,\n",
        "            'fill': _fill_color,\n",
        "            'stroke': _path_stroke,\n",
        "            'opacity': _path_opacity,\n",
        "            'stroke-width': _path_stroke_width\n",
        "        });\n",
        "\n",
        "    if (_label != null) {\n",
        "        var label = map_container.selectAll('text').data(geometry.features, function(d, i) { return d[_feature_id]; });\n",
        "\n",
        "        label.enter()\n",
        "            .append('text');\n",
        "\n",
        "        label.attr({\n",
        "                'x': function(d) { return path.centroid(d)[0]; },\n",
        "                'y': function(d) { return path.centroid(d)[1]; },\n",
        "                'font-size': _label_font_size,\n",
        "                'fill': _label\n",
        "            })\n",
        "            .text(function(d) { return d.properties[_label]; });\n",
        "    }\n",
        "\n",
        "    console.log('dataframe', _data_area_dataframe, _data_mark_dataframe);\n",
        "\n",
        "    if (_data_area_dataframe != null){\n",
        "        var area_colors = d3.map();\n",
        "        _data_area_dataframe.forEach(function(d) {\n",
        "            if (_area_value != null && d.hasOwnProperty(_area_value)) {\n",
        "                area_colors.set(d[_area_feature_name], threshold(d[_area_value]));\n",
        "            }\n",
        "        });\n",
        "\n",
        "        console.log('area colors', area_colors);\n",
        "\n",
        "        p.each(function(d) {\n",
        "            if (area_colors.has(d[_feature_id])) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': area_colors.get(d[_feature_id]),\n",
        "                    'opacity': _area_opacity\n",
        "                });\n",
        "            }\n",
        "        });\n",
        "        console.log('threshold', threshold);\n",
        "\n",
        "        threshold_container.data([threshold]).call(threshold_legend);\n",
        "    }\n",
        "\n",
        "    if (_data_mark_dataframe != null) {\n",
        "        var mark_positions = null;\n",
        "\n",
        "        if (_mark_position) {\n",
        "            mark_positions = d3.map();\n",
        "            console.log('position_vars', _mark_position);\n",
        "        }\n",
        "\n",
        "        var marks = _data_mark_dataframe == null ? [] : _data_mark_dataframe.filter(function(d) {\n",
        "            //console.log('symbol', _property_color, d.hasOwnProperty(_property_color), d);\n",
        "            if (_mark_feature_name !== null) {\n",
        "                console.log(d, d[_mark_feature_name], available_ids.has(d[_mark_feature_name]));\n",
        "                return available_ids.has(d[_mark_feature_name]);\n",
        "            }\n",
        "\n",
        "            if (_mark_value != null) {\n",
        "                return (d.hasOwnProperty(_mark_value));\n",
        "            }\n",
        "\n",
        "            if (_mark_position !== null) {\n",
        "                return d.hasOwnProperty(_mark_position[0]) && d.hasOwnProperty(_mark_position[1]);\n",
        "            }\n",
        "            return false;\n",
        "        });\n",
        "\n",
        "        if (_mark_feature_name) {\n",
        "            geometry.features.forEach(function(d) {\n",
        "                mark_positions.set(d[_feature_id], path.centroid(d));\n",
        "            });\n",
        "        } else {\n",
        "            console.log('projection', projection);\n",
        "            marks.forEach(function(d, i) {\n",
        "                \n",
        "                var projected = projection([d[_mark_position[1]], d[_mark_position[0]]]);\n",
        "                \n",
        "                mark_positions.set(i, projected);\n",
        "            });\n",
        "        }\n",
        "\n",
        "        console.log('positions', mark_positions);\n",
        "\n",
        "        var mark_scale = matta.scale(_mark_scale)\n",
        "            .range([_mark_min_ratio, _mark_max_ratio])\n",
        "            .domain(d3.extent(marks, function(d) { return d[_mark_value]; }));\n",
        "\n",
        "        console.log('mark scale', _mark_scale, mark_scale.domain(), mark_scale.range());\n",
        "\n",
        "        var legend_g = null;\n",
        "\n",
        "        if (legend_container.select('g.axis').empty()) {\n",
        "            legend_g = legend_container.append('g').classed('axis', true);\n",
        "        } else {\n",
        "            legend_g = legend_container.select('g.axis');\n",
        "        }\n",
        "\n",
        "        if (_legend === true) {\n",
        "            legend_g.data([mark_scale]).call(legend);\n",
        "        }\n",
        "\n",
        "        var mark = mark_g.selectAll('circle.mark')\n",
        "            .data(marks, function(d, i) {\n",
        "                if (_mark_feature_name != null) {\n",
        "                    return d[_mark_feature_name];\n",
        "                }\n",
        "                return i;\n",
        "            });\n",
        "\n",
        "        mark.enter()\n",
        "            .append('circle')\n",
        "            .attr('class', 'mark');\n",
        "\n",
        "        mark.exit()\n",
        "            .remove();\n",
        "\n",
        "        mark.each(function(d, i) {\n",
        "            if (_mark_feature_name != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'cx': mark_positions.get(d[_mark_feature_name])[0],\n",
        "                    'cy': mark_positions.get(d[_mark_feature_name])[1]\n",
        "                });\n",
        "            } else {\n",
        "                d3.select(this).attr({\n",
        "                    'cx': mark_positions.get(i)[0],\n",
        "                    'cy': mark_positions.get(i)[1]\n",
        "                });\n",
        "            }\n",
        "\n",
        "            if (_mark_color_property != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': d[_mark_color_property]\n",
        "                });\n",
        "            } else if (_mark_color != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': _mark_color\n",
        "                });\n",
        "            } else {\n",
        "                 d3.select(this).attr({\n",
        "                    'fill': 'none'\n",
        "                });\n",
        "            }\n",
        "        });\n",
        "\n",
        "        mark.attr({\n",
        "            'r': function(d) { return mark_scale(d[_mark_value]); },\n",
        "            'opacity': _mark_opacity,\n",
        "            'stroke-width': _mark_stroke_width,\n",
        "            'stroke': _mark_stroke\n",
        "        });\n",
        "\n",
        "        mark.sort(function(a, b) {\n",
        "           return d3.descending(a[_mark_value], b[_mark_value]);\n",
        "        });\n",
        "    }\n",
        "\n",
        "    if (_data_graph != null) {\n",
        "        if (!_data_graph.hasOwnProperty('__matta_prepared__') || _data_graph['__matta_prepared__'] == false) {\n",
        "            matta.prepare_graph(_data_graph);\n",
        "            _data_graph['__matta_prepared__'] = true;\n",
        "        }\n",
        "\n",
        "        var node_positions = d3.map();\n",
        "        _data_graph.nodes.forEach(function(d) {\n",
        "                \n",
        "                    var projected = projection([d[_mark_position[1]], d[_mark_position[0]]]);\n",
        "                \n",
        "                node_positions.set(d.id, projected);\n",
        "        });\n",
        "\n",
        "        console.log('node positions', node_positions);\n",
        "\n",
        "        var line = d3.svg.line()\n",
        "            .x(function(d) { return node_positions.get(d.id)[0]; })\n",
        "            .y(function(d) { return node_positions.get(d.id)[1]; });\n",
        "\n",
        "        var node = graph_g.selectAll('circle.node')\n",
        "            .data(_data_graph.nodes, function(d) { return d.id; });\n",
        "\n",
        "        node.enter()\n",
        "            .append('circle')\n",
        "            .attr({\n",
        "                'class': 'node',\n",
        "                'r': 1.5,\n",
        "                'fill': 'black',\n",
        "                'opacity': 0.5\n",
        "            });\n",
        "\n",
        "        node.attr({\n",
        "            'cx': function(d) { return node_positions.get(d.id)[0]; },\n",
        "            'cy': function(d) { return node_positions.get(d.id)[1]; }\n",
        "        });\n",
        "\n",
        "        node.exit().remove();\n",
        "\n",
        "        \n",
        "            var link = graph_g.selectAll('path.link')\n",
        "                .data(_data_graph.links);\n",
        "\n",
        "            link.enter()\n",
        "                .append('path')\n",
        "                .classed('link', true);\n",
        "\n",
        "            link.attr({\n",
        "                    'd': function(d) {\n",
        "                        var parts = [d.source, d.target];\n",
        "                        return line(parts);\n",
        "                    },\n",
        "                    'stroke': _link_color,\n",
        "                    'fill': 'none',\n",
        "                    'opacity': _link_opacity,\n",
        "                    'stroke-width': _link_width,\n",
        "                });\n",
        "\n",
        "            link.exit()\n",
        "                .remove();\n",
        "        \n",
        "    }\n",
        "\n",
        "};\n",
        "\n",
        "!function() {\n",
        "    \n",
        "        map_container = container;\n",
        "        if (_area_color_scale_domain != null && _area_color_scale_range) {\n",
        "            map_height -= _area_color_scale_height + 50;\n",
        "        }\n",
        "        threshold_legend.position({x: (map_width - _area_color_scale_width) * 0.5, y: map_height });\n",
        "\n",
        "        path_g = map_container.select('g.geo-paths');\n",
        "\n",
        "        if (path_g.empty()) {\n",
        "            path_g = map_container.append('g').attr('class', 'geo-paths');\n",
        "        }\n",
        "\n",
        "        mark_g = map_container.select('g.marks');\n",
        "        if (mark_g.empty()) {\n",
        "            mark_g = map_container.append('g').attr('class', 'marks');\n",
        "        }\n",
        "\n",
        "        graph_g = map_container.select('g.graph');\n",
        "        if (graph_g.empty()) {\n",
        "            graph_g = map_container.append('g').attr('class', 'graph');\n",
        "        }\n",
        "\n",
        "        if (!container.select('g.mark-legend').empty()) {\n",
        "            legend_container = container.select('g.mark-legend');\n",
        "        } else {\n",
        "            legend_container = container.append('g').classed('mark-legend', true);\n",
        "        }\n",
        "        console.log('legend_container', legend_container);\n",
        "\n",
        "        if (!container.select('g.threshold-legend').empty()) {\n",
        "            threshold_container = container.select('g.threshold-legend');\n",
        "        } else {\n",
        "            threshold_container = container.append('g').classed('threshold-legend', true);\n",
        "        }\n",
        "        console.log('threshold_container', threshold_container);\n",
        "\n",
        "        projection = d3.geo.mercator()\n",
        "            .center([0,0])\n",
        "            .scale(1)\n",
        "            .translate([0, 0]);\n",
        "\n",
        "        path.projection(projection);\n",
        "\n",
        "        var st = matta.fit_projection(map_width, map_height, path.bounds(geometry));\n",
        "        projection.scale(st[0]).translate(st[1]);\n",
        "        draw_topojson();\n",
        "    \n",
        "}();\n",
        "            \n",
        "\n",
        "        });\n",
        "    };\n",
        "\n",
        "    \n",
        "        var _data_geometry = null;\n",
        "        func_matta_topojson.geometry = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_geometry = __;\n",
        "                console.log('DATA geometry', _data_geometry);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_geometry;\n",
        "        };\n",
        "    \n",
        "        var _data_graph = null;\n",
        "        func_matta_topojson.graph = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_graph = __;\n",
        "                console.log('DATA graph', _data_graph);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_graph;\n",
        "        };\n",
        "    \n",
        "        var _data_area_dataframe = null;\n",
        "        func_matta_topojson.area_dataframe = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_area_dataframe = __;\n",
        "                console.log('DATA area_dataframe', _data_area_dataframe);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_area_dataframe;\n",
        "        };\n",
        "    \n",
        "        var _data_mark_dataframe = null;\n",
        "        func_matta_topojson.mark_dataframe = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_mark_dataframe = __;\n",
        "                console.log('DATA mark_dataframe', _data_mark_dataframe);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_mark_dataframe;\n",
        "        };\n",
        "    \n",
        "\n",
        "    \n",
        "    \n",
        "        var _area_color_scale_title = null;\n",
        "        func_matta_topojson.area_color_scale_title = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_title = __;\n",
        "                console.log('setted area_color_scale_title', _area_color_scale_title);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_title;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_tile_layer = \"http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png\";\n",
        "        func_matta_topojson.leaflet_tile_layer = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_tile_layer = __;\n",
        "                console.log('setted leaflet_tile_layer', _leaflet_tile_layer);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_tile_layer;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_map_link = \"&copy; OpenStreetMap\";\n",
        "        func_matta_topojson.leaflet_map_link = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_map_link = __;\n",
        "                console.log('setted leaflet_map_link', _leaflet_map_link);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_map_link;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_range = null;\n",
        "        func_matta_topojson.area_color_scale_range = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_range = __;\n",
        "                console.log('setted area_color_scale_range', _area_color_scale_range);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_range;\n",
        "        };\n",
        "    \n",
        "        var _fill_color = \"none\";\n",
        "        func_matta_topojson.fill_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _fill_color = __;\n",
        "                console.log('setted fill_color', _fill_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _fill_color;\n",
        "        };\n",
        "    \n",
        "        var _link_opacity = 0.25;\n",
        "        func_matta_topojson.link_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_opacity = __;\n",
        "                console.log('setted link_opacity', _link_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_opacity;\n",
        "        };\n",
        "    \n",
        "        var _mark_position = [\"lat\", \"lon\"];\n",
        "        func_matta_topojson.mark_position = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_position = __;\n",
        "                console.log('setted mark_position', _mark_position);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_position;\n",
        "        };\n",
        "    \n",
        "        var _link_width = 1;\n",
        "        func_matta_topojson.link_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_width = __;\n",
        "                console.log('setted link_width', _link_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_width;\n",
        "        };\n",
        "    \n",
        "        var _mark_stroke_width = 1;\n",
        "        func_matta_topojson.mark_stroke_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_stroke_width = __;\n",
        "                console.log('setted mark_stroke_width', _mark_stroke_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_stroke_width;\n",
        "        };\n",
        "    \n",
        "        var _height = 500;\n",
        "        func_matta_topojson.height = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _height = __;\n",
        "                console.log('setted height', _height);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _height;\n",
        "        };\n",
        "    \n",
        "        var _bounding_box = null;\n",
        "        func_matta_topojson.bounding_box = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _bounding_box = __;\n",
        "                console.log('setted bounding_box', _bounding_box);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _bounding_box;\n",
        "        };\n",
        "    \n",
        "        var _feature_name = null;\n",
        "        func_matta_topojson.feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _feature_name = __;\n",
        "                console.log('setted feature_name', _feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _feature_name;\n",
        "        };\n",
        "    \n",
        "        var _mark_opacity = 0.8;\n",
        "        func_matta_topojson.mark_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_opacity = __;\n",
        "                console.log('setted mark_opacity', _mark_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_opacity;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_width = 150;\n",
        "        func_matta_topojson.area_color_scale_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_width = __;\n",
        "                console.log('setted area_color_scale_width', _area_color_scale_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_width;\n",
        "        };\n",
        "    \n",
        "        var _path_stroke = \"gray\";\n",
        "        func_matta_topojson.path_stroke = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_stroke = __;\n",
        "                console.log('setted path_stroke', _path_stroke);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_stroke;\n",
        "        };\n",
        "    \n",
        "        var _label_color = \"black\";\n",
        "        func_matta_topojson.label_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label_color = __;\n",
        "                console.log('setted label_color', _label_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label_color;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_bundling_stiffness = 0.1;\n",
        "        func_matta_topojson.force_edge_bundling_stiffness = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_bundling_stiffness = __;\n",
        "                console.log('setted force_edge_bundling_stiffness', _force_edge_bundling_stiffness);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_bundling_stiffness;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_height = 8;\n",
        "        func_matta_topojson.area_color_scale_height = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_height = __;\n",
        "                console.log('setted area_color_scale_height', _area_color_scale_height);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_height;\n",
        "        };\n",
        "    \n",
        "        var _label_font_size = 10;\n",
        "        func_matta_topojson.label_font_size = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label_font_size = __;\n",
        "                console.log('setted label_font_size', _label_font_size);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label_font_size;\n",
        "        };\n",
        "    \n",
        "        var _label = null;\n",
        "        func_matta_topojson.label = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label = __;\n",
        "                console.log('setted label', _label);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label;\n",
        "        };\n",
        "    \n",
        "        var _feature_id = \"id\";\n",
        "        func_matta_topojson.feature_id = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _feature_id = __;\n",
        "                console.log('setted feature_id', _feature_id);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _feature_id;\n",
        "        };\n",
        "    \n",
        "        var _width = 960;\n",
        "        func_matta_topojson.width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _width = __;\n",
        "                console.log('setted width', _width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _width;\n",
        "        };\n",
        "    \n",
        "        var _mark_color_property = null;\n",
        "        func_matta_topojson.mark_color_property = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_color_property = __;\n",
        "                console.log('setted mark_color_property', _mark_color_property);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_color_property;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_compatibility_threshold = 0.75;\n",
        "        func_matta_topojson.force_edge_compatibility_threshold = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_compatibility_threshold = __;\n",
        "                console.log('setted force_edge_compatibility_threshold', _force_edge_compatibility_threshold);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_compatibility_threshold;\n",
        "        };\n",
        "    \n",
        "        var _area_color_legend = true;\n",
        "        func_matta_topojson.area_color_legend = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_legend = __;\n",
        "                console.log('setted area_color_legend', _area_color_legend);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_legend;\n",
        "        };\n",
        "    \n",
        "        var _link_color = \"steelblue\";\n",
        "        func_matta_topojson.link_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_color = __;\n",
        "                console.log('setted link_color', _link_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_color;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_center = null;\n",
        "        func_matta_topojson.leaflet_center = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_center = __;\n",
        "                console.log('setted leaflet_center', _leaflet_center);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_center;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_domain = null;\n",
        "        func_matta_topojson.area_color_scale_domain = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_domain = __;\n",
        "                console.log('setted area_color_scale_domain', _area_color_scale_domain);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_domain;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_iterations = 30;\n",
        "        func_matta_topojson.force_edge_iterations = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_iterations = __;\n",
        "                console.log('setted force_edge_iterations', _force_edge_iterations);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_iterations;\n",
        "        };\n",
        "    \n",
        "        var _mark_min_ratio = 0;\n",
        "        func_matta_topojson.mark_min_ratio = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_min_ratio = __;\n",
        "                console.log('setted mark_min_ratio', _mark_min_ratio);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_min_ratio;\n",
        "        };\n",
        "    \n",
        "        var _mark_max_ratio = 20;\n",
        "        func_matta_topojson.mark_max_ratio = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_max_ratio = __;\n",
        "                console.log('setted mark_max_ratio', _mark_max_ratio);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_max_ratio;\n",
        "        };\n",
        "    \n",
        "        var _padding = {\"top\": 0, \"right\": 0, \"left\": 0, \"bottom\": 0};\n",
        "        func_matta_topojson.padding = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _padding = __;\n",
        "                console.log('setted padding', _padding);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _padding;\n",
        "        };\n",
        "    \n",
        "        var _path_opacity = 1.0;\n",
        "        func_matta_topojson.path_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_opacity = __;\n",
        "                console.log('setted path_opacity', _path_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_opacity;\n",
        "        };\n",
        "    \n",
        "        var _mark_color = null;\n",
        "        func_matta_topojson.mark_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_color = __;\n",
        "                console.log('setted mark_color', _mark_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_color;\n",
        "        };\n",
        "    \n",
        "        var _mark_feature_name = null;\n",
        "        func_matta_topojson.mark_feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_feature_name = __;\n",
        "                console.log('setted mark_feature_name', _mark_feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_feature_name;\n",
        "        };\n",
        "    \n",
        "        var _mark_stroke = \"gray\";\n",
        "        func_matta_topojson.mark_stroke = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_stroke = __;\n",
        "                console.log('setted mark_stroke', _mark_stroke);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_stroke;\n",
        "        };\n",
        "    \n",
        "        var _mark_value = null;\n",
        "        func_matta_topojson.mark_value = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_value = __;\n",
        "                console.log('setted mark_value', _mark_value);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_value;\n",
        "        };\n",
        "    \n",
        "        var _area_opacity = 0.75;\n",
        "        func_matta_topojson.area_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_opacity = __;\n",
        "                console.log('setted area_opacity', _area_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_opacity;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_extent = [0.0, 1.0];\n",
        "        func_matta_topojson.area_color_scale_extent = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_extent = __;\n",
        "                console.log('setted area_color_scale_extent', _area_color_scale_extent);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_extent;\n",
        "        };\n",
        "    \n",
        "        var _area_value = null;\n",
        "        func_matta_topojson.area_value = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_value = __;\n",
        "                console.log('setted area_value', _area_value);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_value;\n",
        "        };\n",
        "    \n",
        "        var _path_stroke_width = 1.0;\n",
        "        func_matta_topojson.path_stroke_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_stroke_width = __;\n",
        "                console.log('setted path_stroke_width', _path_stroke_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_stroke_width;\n",
        "        };\n",
        "    \n",
        "        var _mark_scale = 0.5;\n",
        "        func_matta_topojson.mark_scale = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_scale = __;\n",
        "                console.log('setted mark_scale', _mark_scale);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_scale;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_cycles = 6;\n",
        "        func_matta_topojson.force_edge_cycles = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_cycles = __;\n",
        "                console.log('setted force_edge_cycles', _force_edge_cycles);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_cycles;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_step_size = 0.0015;\n",
        "        func_matta_topojson.force_edge_step_size = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_step_size = __;\n",
        "                console.log('setted force_edge_step_size', _force_edge_step_size);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_step_size;\n",
        "        };\n",
        "    \n",
        "        var _legend = true;\n",
        "        func_matta_topojson.legend = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _legend = __;\n",
        "                console.log('setted legend', _legend);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _legend;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_default_zoom = 11;\n",
        "        func_matta_topojson.leaflet_default_zoom = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_default_zoom = __;\n",
        "                console.log('setted leaflet_default_zoom', _leaflet_default_zoom);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_default_zoom;\n",
        "        };\n",
        "    \n",
        "        var _area_feature_name = null;\n",
        "        func_matta_topojson.area_feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_feature_name = __;\n",
        "                console.log('setted area_feature_name', _area_feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_feature_name;\n",
        "        };\n",
        "    \n",
        "    \n",
        "\n",
        "    \n",
        "    \n",
        "        var _map = null;\n",
        "        func_matta_topojson.map = function() {\n",
        "            return _map;\n",
        "        };\n",
        "    \n",
        "        var _L = null;\n",
        "        func_matta_topojson.L = function() {\n",
        "            return _L;\n",
        "        };\n",
        "    \n",
        "    \n",
        "    return func_matta_topojson;\n",
        "};\n",
        "\n",
        "        if (d3.select('#fig-653b6b5f-ab2f-46da-bb3e-e46854ca2a06').empty()) {\n",
        "            d3.select('#matta-vis-325e774a-c80f-4974-a5fd-a95359107683')\n",
        "                .append('div')\n",
        "                .attr('id', 'fig-653b6b5f-ab2f-46da-bb3e-e46854ca2a06');\n",
        "        }\n",
        "\n",
        "        var vis_instance = matta_matta_topojson();\n",
        "\n",
        "        var data = {\"geometry\": {\"objects\": {\"santiago-comunas\": {\"crs\": {\"type\": \"name\", \"properties\": {\"name\": \"urn:ogc:def:crs:OGC:1.3:CRS84\"}}, \"type\": \"GeometryCollection\", \"geometries\": [{\"arcs\": [[0, 1, 2, 3, 4, 5, 6, 7]], \"type\": \"Polygon\", \"properties\": {\"CIR_SENA\": 7, \"SHAPE_Area\": 7514745.51089, \"DIS_ELEC\": 19, \"NOM_REG\": \"Regi\\u00f3n Metropolitana de Santiago\", \"NOM_PROV\": \"Santiago\", \"NOM_COM\": \"Independencia\", \"COD_COMUNA\": 1310, \"SHAPE_LENG\": 11488.6957475, \"SHAPE_Le_1\": 11718.6870863, \"id\": \"INDEPENDENCIA\"}, \"id\": \"INDEPENDENCIA\"}, {\"arcs\": [[8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18]], \"type\": \"Polygon\", \"properties\": {\"CIR_SENA\": 8, \"SHAPE_Area\": 71037326.9664, \"DIS_ELEC\": 26, \"NOM_REG\": \"Regi\\u00f3n Metropolitana de Santiago\", \"NOM_PROV\": \"Santiago\", \"NOM_COM\": \"La Florida\", \"COD_COMUNA\": 1311, \"SHAPE_LENG\": 49696.4267928, \"SHAPE_Le_1\": 49621.4021749, \"id\": 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-4], [7, -2], [16, -2], [1, 0], [15, 3], [17, 8], [18, 3], [20, 4], [19, 6], [15, 3], [15, -1], [11, -7], [5, -14], [6, -10], [8, -12], [12, -18], [10, -14], [11, -17], [10, -15], [19, -12], [16, -16], [22, -12], [27, -11], [15, -10], [13, -16], [12, -14], [9, -14], [8, -16], [6, -19], [9, -13], [13, -8], [17, -15], [8, -7], [8, -5], [9, -12], [7, -14], [1, -16], [8, -12], [14, -13], [11, -11], [10, -13], [12, -16], [14, -6], [23, -6], [19, -3], [21, 5], [19, -2], [10, -4], [16, -3], [3, -1], [10, -3], [17, -3], [24, 0], [15, 7], [18, 6], [18, 10], [15, 11], [12, 12], [22, 11], [14, 6], [15, 6], [21, 3], [15, -6], [20, -7], [18, 2], [21, 1], [35, 1], [36, -4], [24, -5], [18, 1], [22, 4], [24, 0], [19, -10], [22, -12], [20, -10], [20, -9], [19, -6], [22, -2], [5, 1], [19, 4], [4, 3], [12, 6], [19, 3], [17, 0], [16, 5], [23, 7], [19, 9], [14, 8], [19, 7], [14, 3], [21, 5], [24, 5], [23, 9], [25, 5], [17, 2], [20, 3], [26, 0], [27, -4], [24, 9], [21, 8], [23, 12], [24, 8], [24, 3], [25, -5], [23, 1], [36, 2], [24, 9], [25, 11], [8, 9], [3, 13]], [[4578, 7776], [-39, 17]], [[3699, 8093], [-2, 1]], [[4667, 2632], [-9, -35]], [[3801, 2888], [0, 0]], [[3791, 2892], [81, 166]], [[4175, 3738], [3, 6]], [[5100, 3502], [13, 2]], [[5774, 3673], [7, -65]], [[5748, 2391], [-10, -3], [0, 1], [-96, -24], [-97, -27], [-98, -24], [-55, -14], [-46, -12], [0, -1], [0, -1], [-2, 0], [-87, -21], [-1, 2], [-1, 12], [-2, 11], [-1, 8], [-4, 20]], [[5774, 1941], [-1, 0]], [[5310, 218], [-11, 1]], [[4390, 1501], [12, 39]], [[4613, 2411], [28, -5]], [[6816, 5299], [-3, 1]], [[6813, 5300], [-4, 1], [11, 38], [15, 67], [16, 60], [-1, 7], [-1, 18], [-38, 264], [-7, 29], [-3, 19], [-4, 26], [-3, 21], [-2, 12], [-2, 11], [-4, 24], [-2, 17], [-7, 21], [-3, 2], [-3, 1], [-5, 1], [-48, 31], [-29, 11], [-49, 19], [-35, 20], [-47, 32]], [[6558, 6052], [-25, 18]], [[6489, 6120], [-1, 0]], [[6488, 6120], [9, 3], [106, 7], [41, 3], [101, 3], [11, 0], [114, 6], [134, 3], [35, 2], [108, 5], [63, 4], [72, 4], [15, 1], [67, 7], [112, 12], [3, -1], [6, -1], [2, -1], [3, 1], [37, 5], [32, 4], [21, 3], [28, 3], [33, 5], [36, 4], [19, 4], [0, -35], [2, -21], [3, -15], [4, -11], [5, -14], [7, -17], [4, -9], [3, -7], [2, -5], [1, 0], [-1, -2], [13, 2], [22, 3], [70, 9], [40, 6], [48, 7], [21, 3], [18, 2], [18, 3], [30, 4], [35, 5], [30, 4], [50, 7], [2, 0], [13, -6], [15, -10], [1, 1], [1, -2], [5, -3], [10, -6], [7, -2], [8, -3], [9, -4], [2, 0], [10, -5], [1, -1], [12, -6], [3, 1], [17, -14], [32, -21], [16, -12], [7, -4], [18, -9], [26, -7], [117, -7], [31, -3], [35, -14], [34, -23], [62, -38], [30, -27], [14, -14], [22, -30], [33, -52], [3, -12], [6, -15], [8, -11], [12, -10], [22, -14], [22, -18], [12, -13], [6, -10], [5, -12], [9, -7], [8, -4], [10, -7], [6, -9], [1, -12], [0, -10], [-6, -23], [-2, -19], [-1, -16], [-1, -10], [-1, -12], [6, -13], [9, -11], [17, -12], [27, -22], [19, -23], [17, -19], [15, -10], [10, -8], [14, -11], [9, -7], [10, -7], [15, -8], [10, -10], [1, -9], [5, -10], [7, -8], [5, -10], [2, -11], [0, -15], [4, -12], [12, -14], [13, -17], [3, -13], [4, -10], [7, -8], [5, -6], [4, -12], [0, -15], [1, -11]], [[8269, 7897], [-1, 2]], [[9999, 6533], [0, -1928]], [[6488, 6120], [0, 0]], [[6133, 6846], [97, 40]], [[6430, 6951], [391, 182]], [[5710, 3814], [-2, 3]], [[5464, 4812], [-2, 9]], [[5462, 4821], [84, 4], [11, 1], [20, 1], [29, 2], [19, 1], [15, 1], [20, 1], [14, 1], [33, 2], [10, 0], [32, 2], [32, 2], [30, 2], [47, 2], [18, 1], [30, 2], [48, 3], [7, 0], [11, 1], [30, 2], [39, 2], [18, 1], [30, 2], [18, 1], [38, 2], [10, 0], [11, 3], [3, -2], [12, -2], [27, -2], [15, -1], [31, -2], [13, -1], [17, -1], [15, -1], [26, -4], [13, -2], [13, -2], [13, -2], [1, 0], [2, 0], [10, -1], [7, -2], [7, -1], [8, -1], [8, 1], [7, 2], [6, 6], [2, 3], [0, 1], [1, 3], [4, 1], [8, 3], [4, 1], [12, 1], [18, 2], [13, 2], [2, 0], [7, 1], [11, 4], [9, 4], [11, 6], [27, 16], [8, 4], [45, 27], [7, 4], [33, 20], [37, 20], [4, -4], [9, -2]], [[6692, 4962], [-1, -1]], [[2510, 4980], [2, 1]], [[2512, 4981], [13, -5], [25, -9], [25, -9], [12, -4], [2, 0], [8, -3], [53, -18], [16, -5], [14, -5], [21, -7], [18, -6], [5, -2], [27, -10], [18, -6], [17, -6], [19, -7], [1, -2], [3, -8]], [[2809, 4869], [7, -2]], [[2775, 3441], [-69, -100]], [[1617, 1899], [-5, 2]], [[1318, 1983], [-121, 33], [-14, 0], [-1, 1], [-1, 0], [-47, 19], [-84, 75], [-130, 128], [-135, 134], [-32, 36], [1, 3], [-128, 120], [-302, 218], [9, 12], [25, 32], [22, 22], [4, 6], [23, 15], [26, 19], [26, 21], [36, 16], [28, 16], [35, 27], [29, 28], [8, 9], [6, 12], [-1, 16], [-1, 12], [2, 13], [1, 13], [5, 7], [15, 12], [10, 13], [6, 12], [1, 12], [-5, 31], [-3, 13], [-11, 13], [-10, 8], [-10, 3], [-9, 5], [-13, 4], [-11, 1], [-12, 2], [-7, 4], [-7, 11], [-1, 12], [1, 11], [-28, -14], [-12, -9], [-10, -10], [-11, -8], [-10, -8], [-9, -5], [-14, -5], [-12, -7], [-20, -9], [-9, -5], [-11, -8], [-5, -4], [-5, -5], [-5, -7], [-4, -7], [-3, -11], [0, -8], [-3, -12], [-6, -12], [-5, -4], [-6, -8], [-8, -10], [-6, -4], [-10, -7], [-10, -8], [-5, -9], [-4, -7], [-5, -7], [-7, -17], [-13, -27], [-5, -13], [-9, -11], [-5, -1], [-7, -4], [-6, -4], [-9, 0], [-15, 2], [-9, 6], [-17, 6], [-13, 4], [-15, 0], [-28, -2], [-14, 1], [-11, 4], [-15, 5], [-17, 2], [-14, 2], [-7, 5], [-6, 10], [-23, 10], [-15, 3], [-15, -1], [-6, -4], [-4, -3], [0, 2117]], [[624, 5178], [211, -2], [3, 0], [1, 0]], [[1287, 5186], [0, 0]], [[5462, 4821], [-11, 46]], [[5422, 4969], [-17, 12]], [[5237, 5568], [-2, 8]], [[6537, 6045], [1, 1]], [[6547, 6060], [11, -8]], [[6813, 5300], [0, 0]], [[6705, 5005], [-13, -43]], [[3793, 4725], [0, 0]], [[2815, 4867], [-6, 2]], [[2512, 4981], [64, 44]], [[2579, 5423], [69, -15]], [[3223, 5608], [22, 1]], [[3628, 5732], [1, 5]], [[4168, 4778], [-3, -1]]]}, \"graph\": null, \"area_dataframe\": null, \"mark_dataframe\": null};\n",
        "\n",
        "        d3.selectAll('#fig-653b6b5f-ab2f-46da-bb3e-e46854ca2a06')\n",
        "            .data([data])\n",
        "            .call(vis_instance);\n",
        "    };\n",
        "    \n",
        "    require([\"d3\", \"matta\", \"topojson\"], main);\n",
        "});\n",
        "</script>"
       ],
       "metadata": {},
       "output_type": "display_data"
      }
     ],
     "prompt_number": 9
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "## Choroplet and Symbol Map"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import requests\n",
      "wikipage = requests.get('https://es.wikipedia.org/wiki/Anexo:Comunas_de_Santiago_de_Chile')\n",
      "wikipage"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 10,
       "text": [
        "<Response [200]>"
       ]
      }
     ],
     "prompt_number": 10
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "%load_ext autoreload\n",
      "%autoreload 2"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 11
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import pandas as pd\n",
      "df = pd.read_html(wikipage.text, attrs={'class': 'sortable'}, header=0)[0]\n",
      "df.head()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Comuna</th>\n",
        "      <th>Ubicaci\u00f3n?</th>\n",
        "      <th>Poblaci\u00f3n?</th>\n",
        "      <th>Viviendas?</th>\n",
        "      <th>Densidad poblacional?</th>\n",
        "      <th>Crecimiento demogr\u00e1fico?</th>\n",
        "      <th>IDH?</th>\n",
        "      <th>Pobreza?</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>        Cerrillos</td>\n",
        "      <td> Surponiente</td>\n",
        "      <td>  71.906</td>\n",
        "      <td> 19.811</td>\n",
        "      <td>  4.32908</td>\n",
        "      <td> -10</td>\n",
        "      <td>  0,743 (54)</td>\n",
        "      <td>  83</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>      Cerro Navia</td>\n",
        "      <td> Norponiente</td>\n",
        "      <td> 148.312</td>\n",
        "      <td> 35.277</td>\n",
        "      <td> 13.48291</td>\n",
        "      <td> -48</td>\n",
        "      <td> 0,683 (165)</td>\n",
        "      <td> 175</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>         Conchal\u00ed</td>\n",
        "      <td>       Norte</td>\n",
        "      <td> 133.256</td>\n",
        "      <td> 32.609</td>\n",
        "      <td> 12.07029</td>\n",
        "      <td>-129</td>\n",
        "      <td> 0,707 (118)</td>\n",
        "      <td>  80</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>        El Bosque</td>\n",
        "      <td>         Sur</td>\n",
        "      <td> 175.594</td>\n",
        "      <td> 42.808</td>\n",
        "      <td> 12.27072</td>\n",
        "      <td>  16</td>\n",
        "      <td> 0,711 (106)</td>\n",
        "      <td> 158</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> Estaci\u00f3n Central</td>\n",
        "      <td> Surponiente</td>\n",
        "      <td> 130.394</td>\n",
        "      <td> 32.357</td>\n",
        "      <td>  9.03631</td>\n",
        "      <td> -75</td>\n",
        "      <td>  0,735 (60)</td>\n",
        "      <td>  73</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 12,
       "text": [
        "             Comuna   Ubicaci\u00f3n?  Poblaci\u00f3n?  Viviendas?  \\\n",
        "0         Cerrillos  Surponiente      71.906      19.811   \n",
        "1       Cerro Navia  Norponiente     148.312      35.277   \n",
        "2          Conchal\u00ed        Norte     133.256      32.609   \n",
        "3         El Bosque          Sur     175.594      42.808   \n",
        "4  Estaci\u00f3n Central  Surponiente     130.394      32.357   \n",
        "\n",
        "   Densidad poblacional?  Crecimiento demogr\u00e1fico?         IDH?  Pobreza?  \n",
        "0                4.32908                       -10   0,743 (54)        83  \n",
        "1               13.48291                       -48  0,683 (165)       175  \n",
        "2               12.07029                      -129  0,707 (118)        80  \n",
        "3               12.27072                        16  0,711 (106)       158  \n",
        "4                9.03631                       -75   0,735 (60)        73  "
       ]
      }
     ],
     "prompt_number": 12
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Data is not clean. Fortunately, we just want the IDH column, which should be easy to convert to a meaningful float."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "df['Comuna'] = [strip_accents(c).replace('?', '').upper() for c in df['Comuna']]\n",
      "df['IDH'] = [float(c.split()[0].replace(',', '.')) for c in df['IDH?']]\n",
      "del df['IDH?']\n",
      "df.head()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Comuna</th>\n",
        "      <th>Ubicaci\u00f3n?</th>\n",
        "      <th>Poblaci\u00f3n?</th>\n",
        "      <th>Viviendas?</th>\n",
        "      <th>Densidad poblacional?</th>\n",
        "      <th>Crecimiento demogr\u00e1fico?</th>\n",
        "      <th>Pobreza?</th>\n",
        "      <th>IDH</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>        CERRILLOS</td>\n",
        "      <td> Surponiente</td>\n",
        "      <td>  71.906</td>\n",
        "      <td> 19.811</td>\n",
        "      <td>  4.32908</td>\n",
        "      <td> -10</td>\n",
        "      <td>  83</td>\n",
        "      <td> 0.743</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>      CERRO NAVIA</td>\n",
        "      <td> Norponiente</td>\n",
        "      <td> 148.312</td>\n",
        "      <td> 35.277</td>\n",
        "      <td> 13.48291</td>\n",
        "      <td> -48</td>\n",
        "      <td> 175</td>\n",
        "      <td> 0.683</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>         CONCHALI</td>\n",
        "      <td>       Norte</td>\n",
        "      <td> 133.256</td>\n",
        "      <td> 32.609</td>\n",
        "      <td> 12.07029</td>\n",
        "      <td>-129</td>\n",
        "      <td>  80</td>\n",
        "      <td> 0.707</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>        EL BOSQUE</td>\n",
        "      <td>         Sur</td>\n",
        "      <td> 175.594</td>\n",
        "      <td> 42.808</td>\n",
        "      <td> 12.27072</td>\n",
        "      <td>  16</td>\n",
        "      <td> 158</td>\n",
        "      <td> 0.711</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> ESTACION CENTRAL</td>\n",
        "      <td> Surponiente</td>\n",
        "      <td> 130.394</td>\n",
        "      <td> 32.357</td>\n",
        "      <td>  9.03631</td>\n",
        "      <td> -75</td>\n",
        "      <td>  73</td>\n",
        "      <td> 0.735</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 13,
       "text": [
        "             Comuna   Ubicaci\u00f3n?  Poblaci\u00f3n?  Viviendas?  \\\n",
        "0         CERRILLOS  Surponiente      71.906      19.811   \n",
        "1       CERRO NAVIA  Norponiente     148.312      35.277   \n",
        "2          CONCHALI        Norte     133.256      32.609   \n",
        "3         EL BOSQUE          Sur     175.594      42.808   \n",
        "4  ESTACION CENTRAL  Surponiente     130.394      32.357   \n",
        "\n",
        "   Densidad poblacional?  Crecimiento demogr\u00e1fico?  Pobreza?    IDH  \n",
        "0                4.32908                       -10        83  0.743  \n",
        "1               13.48291                       -48       175  0.683  \n",
        "2               12.07029                      -129        80  0.707  \n",
        "3               12.27072                        16       158  0.711  \n",
        "4                9.03631                       -75        73  0.735  "
       ]
      }
     ],
     "prompt_number": 13
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "df.IDH.describe()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 14,
       "text": [
        "count    37.000000\n",
        "mean      0.762865\n",
        "std       0.076155\n",
        "min       0.657000\n",
        "25%       0.709000\n",
        "50%       0.737000\n",
        "75%       0.804000\n",
        "max       0.949000\n",
        "Name: IDH, dtype: float64"
       ]
      }
     ],
     "prompt_number": 14
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "We use [`seaborn`](http://stanford.edu/~mwaskom/software/seaborn/index.html) to create a color palette."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "%matplotlib inline\n",
      "import seaborn as sns\n",
      "palette = sns.color_palette(\"GnBu_d\", 5)\n",
      "sns.palplot(palette)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "display_data",
       "png": "iVBORw0KGgoAAAANSUhEUgAAASUAAABGCAYAAACKcII3AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAAXFJREFUeJzt1zFKA1EYRtGJmOxHsLHRQnAPbiBg6Q6yg5RCNpA9CBax\nSSO4H1OMnViI3TgXPKf9m6+6vLcYx3EAqDibewDAd6IEpIgSkCJKQIooASmiBKSc/3b8OJ3G1XL5\nV1uAf2L7fhgeL24WP91+jdJquRyu7tfTrAo47nfD9WY394zJvG7Ww+3+be4Zk3m5vxweno9zz5jE\n093VsH0/zD1jFr5vQIooASmiBKSIEpAiSkCKKAEpogSkiBKQIkpAiigBKaIEpIgSkCJKQIooASmi\nBKSIEpAiSkCKKAEpogSkiBKQIkpAiigBKaIEpIgSkCJKQIooASmiBKSIEpAiSkCKKAEpogSkiBKQ\nIkpAiigBKaIEpIgSkCJKQIooASmiBKSIEpAiSkCKKAEpogSkiBKQIkpAiigBKaIEpIgSkCJKQIoo\nASmiBKSIEpAiSkCKKAEpi3Ec594A8MVLCUgRJSBFlIAUUQJSRAlIESUg5RMXQhu492YLEwAAAABJ\nRU5ErkJggg==\n",
       "text": [
        "<matplotlib.figure.Figure at 0x7f9644960ed0>"
       ]
      }
     ],
     "prompt_number": 15
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from matta.scales import threshold_scale\n",
      "\n",
      "scale = threshold_scale(df.IDH, palette, extend_by=0.05)\n",
      "scale"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 16,
       "text": [
        "{'domain': [0.65700000000000003,\n",
        "  0.7543333333333333,\n",
        "  0.85166666666666668,\n",
        "  0.94899999999999995],\n",
        " 'extent': [0.64240000000000008, 0.9635999999999999],\n",
        " 'range': [u'#385965', u'#3d8099', u'#43a6cc', u'#68bac6', u'#8fcec0']}"
       ]
      }
     ],
     "prompt_number": 16
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "topojson(geometry=stgo, area_dataframe=df, area_feature_name='Comuna', area_value='IDH', area_color_scale_domain=scale['domain'],\n",
      "         area_color_scale_range=scale['range'], area_color_scale_extent=scale['extent'], leaflet=False)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<style>\n",
        "\n",
        "</style>\n",
        "\n",
        "<div id=\"matta-vis-6e661047-3136-435c-ab10-0cbf8fb89c29\"></div>\n",
        "\n",
        "<script type=\"text/javascript\">\n",
        "$(function() {\n",
        "    var main = function (d3, matta, topojson) {\n",
        "        \n",
        "/**\n",
        " * mod_matta_topojson was scaffolded using matta\n",
        " * Variables that start with an underscore (_) are passed as arguments in Python.\n",
        " * Variables that start with _data are data parameters of the visualization, and expected to be given as datum.\n",
        " *\n",
        " * For instance, d3.select('#figure').datum({'graph': a_json_graph, 'dataframe': a_json_dataframe}).call(visualization)\n",
        " * will fill the variables _data_graph and _data_dataframe.\n",
        " */\n",
        "\n",
        "var matta_matta_topojson = function() {\n",
        "    var __fill_data__ = function(__data__) {\n",
        "        \n",
        "            func_matta_topojson.geometry(__data__.geometry);\n",
        "        \n",
        "            func_matta_topojson.graph(__data__.graph);\n",
        "        \n",
        "            func_matta_topojson.area_dataframe(__data__.area_dataframe);\n",
        "        \n",
        "            func_matta_topojson.mark_dataframe(__data__.mark_dataframe);\n",
        "        \n",
        "    };\n",
        "\n",
        "    var func_matta_topojson = function (selection) {\n",
        "        console.log('selection', selection);\n",
        "\n",
        "        var _vis_width = _width - _padding.left - _padding.right;\n",
        "        var _vis_height = _height - _padding.top - _padding.bottom;\n",
        "\n",
        "        selection.each(function(__data__) {\n",
        "            __fill_data__(__data__);\n",
        "\n",
        "            var container = null;\n",
        "\n",
        "            if (d3.select(this).select(\"svg.matta_topojson-container\").empty()) {\n",
        "                \n",
        "                    var svg = d3.select(this).append(\"svg\")\n",
        "                        .attr(\"width\", _width)\n",
        "                        .attr(\"height\", _height)\n",
        "                        .attr('class', 'matta_topojson-container');\n",
        "\n",
        "                    \n",
        "\n",
        "                    container = svg.append(\"g\")\n",
        "                        .classed('matta_topojson-container', true)\n",
        "                        .attr('transform', 'translate(' + _padding.left + ',' + _padding.top + ')');\n",
        "\n",
        "                \n",
        "            } else {\n",
        "                container = d3.select(this).select(\"svg.matta_topojson-container\");\n",
        "            }\n",
        "\n",
        "            console.log('container', container.node());\n",
        "\n",
        "            \n",
        "                \n",
        "var map_width = _width;\n",
        "var map_height = _height;\n",
        "\n",
        "var map_container = null;\n",
        "var legend_container;\n",
        "var threshold_container;\n",
        "var path_g;\n",
        "var mark_g;\n",
        "var projection;\n",
        "var graph_g;\n",
        "\n",
        "if (_feature_name == null) {\n",
        "    _feature_name = d3.keys(_data_geometry.objects)[0];\n",
        "}\n",
        "\n",
        "var geometry = topojson.feature(_data_geometry, _data_geometry.objects[_feature_name]);\n",
        "console.log('geometry', geometry);\n",
        "\n",
        "var available_ids = d3.set();\n",
        "geometry.features.forEach(function(d) {\n",
        "    available_ids.add(d[_feature_id]);\n",
        "});\n",
        "\n",
        "console.log('available ids', available_ids);\n",
        "\n",
        "var path = d3.geo.path();\n",
        "\n",
        "var legend = matta.symbol_legend()\n",
        "    .position({x: 20 + _mark_max_ratio, y: _height - 20 });\n",
        "var threshold_legend = matta.color_thresholds()\n",
        "        .extent(_area_color_scale_extent)\n",
        "        .width(_area_color_scale_width)\n",
        "        .height(_area_color_scale_height)\n",
        "        .title(_area_color_scale_title != null ? _area_color_scale_title : _area_value);\n",
        "\n",
        "var threshold = d3.scale.threshold()\n",
        "    .domain(_area_color_scale_domain)\n",
        "    .range(_area_color_scale_range);\n",
        "\n",
        "//console.log('area colors', area_color_thresholds);\n",
        "console.log('threshold', threshold.range(), threshold.domain());\n",
        "\n",
        "\n",
        "var draw_topojson = function() {\n",
        "    console.log('map container', map_container);\n",
        "    var p = path_g.selectAll('path')\n",
        "        .data(geometry.features, function(d, i) { return d[_feature_id]; });\n",
        "\n",
        "    p.enter()\n",
        "        .append('path');\n",
        "\n",
        "    p.exit()\n",
        "        .remove();\n",
        "\n",
        "    p.attr({\n",
        "            'd': path,\n",
        "            'fill': _fill_color,\n",
        "            'stroke': _path_stroke,\n",
        "            'opacity': _path_opacity,\n",
        "            'stroke-width': _path_stroke_width\n",
        "        });\n",
        "\n",
        "    if (_label != null) {\n",
        "        var label = map_container.selectAll('text').data(geometry.features, function(d, i) { return d[_feature_id]; });\n",
        "\n",
        "        label.enter()\n",
        "            .append('text');\n",
        "\n",
        "        label.attr({\n",
        "                'x': function(d) { return path.centroid(d)[0]; },\n",
        "                'y': function(d) { return path.centroid(d)[1]; },\n",
        "                'font-size': _label_font_size,\n",
        "                'fill': _label\n",
        "            })\n",
        "            .text(function(d) { return d.properties[_label]; });\n",
        "    }\n",
        "\n",
        "    console.log('dataframe', _data_area_dataframe, _data_mark_dataframe);\n",
        "\n",
        "    if (_data_area_dataframe != null){\n",
        "        var area_colors = d3.map();\n",
        "        _data_area_dataframe.forEach(function(d) {\n",
        "            if (_area_value != null && d.hasOwnProperty(_area_value)) {\n",
        "                area_colors.set(d[_area_feature_name], threshold(d[_area_value]));\n",
        "            }\n",
        "        });\n",
        "\n",
        "        console.log('area colors', area_colors);\n",
        "\n",
        "        p.each(function(d) {\n",
        "            if (area_colors.has(d[_feature_id])) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': area_colors.get(d[_feature_id]),\n",
        "                    'opacity': _area_opacity\n",
        "                });\n",
        "            }\n",
        "        });\n",
        "        console.log('threshold', threshold);\n",
        "\n",
        "        threshold_container.data([threshold]).call(threshold_legend);\n",
        "    }\n",
        "\n",
        "    if (_data_mark_dataframe != null) {\n",
        "        var mark_positions = null;\n",
        "\n",
        "        if (_mark_position) {\n",
        "            mark_positions = d3.map();\n",
        "            console.log('position_vars', _mark_position);\n",
        "        }\n",
        "\n",
        "        var marks = _data_mark_dataframe == null ? [] : _data_mark_dataframe.filter(function(d) {\n",
        "            //console.log('symbol', _property_color, d.hasOwnProperty(_property_color), d);\n",
        "            if (_mark_feature_name !== null) {\n",
        "                console.log(d, d[_mark_feature_name], available_ids.has(d[_mark_feature_name]));\n",
        "                return available_ids.has(d[_mark_feature_name]);\n",
        "            }\n",
        "\n",
        "            if (_mark_value != null) {\n",
        "                return (d.hasOwnProperty(_mark_value));\n",
        "            }\n",
        "\n",
        "            if (_mark_position !== null) {\n",
        "                return d.hasOwnProperty(_mark_position[0]) && d.hasOwnProperty(_mark_position[1]);\n",
        "            }\n",
        "            return false;\n",
        "        });\n",
        "\n",
        "        if (_mark_feature_name) {\n",
        "            geometry.features.forEach(function(d) {\n",
        "                mark_positions.set(d[_feature_id], path.centroid(d));\n",
        "            });\n",
        "        } else {\n",
        "            console.log('projection', projection);\n",
        "            marks.forEach(function(d, i) {\n",
        "                \n",
        "                var projected = projection([d[_mark_position[1]], d[_mark_position[0]]]);\n",
        "                \n",
        "                mark_positions.set(i, projected);\n",
        "            });\n",
        "        }\n",
        "\n",
        "        console.log('positions', mark_positions);\n",
        "\n",
        "        var mark_scale = matta.scale(_mark_scale)\n",
        "            .range([_mark_min_ratio, _mark_max_ratio])\n",
        "            .domain(d3.extent(marks, function(d) { return d[_mark_value]; }));\n",
        "\n",
        "        console.log('mark scale', _mark_scale, mark_scale.domain(), mark_scale.range());\n",
        "\n",
        "        var legend_g = null;\n",
        "\n",
        "        if (legend_container.select('g.axis').empty()) {\n",
        "            legend_g = legend_container.append('g').classed('axis', true);\n",
        "        } else {\n",
        "            legend_g = legend_container.select('g.axis');\n",
        "        }\n",
        "\n",
        "        if (_legend === true) {\n",
        "            legend_g.data([mark_scale]).call(legend);\n",
        "        }\n",
        "\n",
        "        var mark = mark_g.selectAll('circle.mark')\n",
        "            .data(marks, function(d, i) {\n",
        "                if (_mark_feature_name != null) {\n",
        "                    return d[_mark_feature_name];\n",
        "                }\n",
        "                return i;\n",
        "            });\n",
        "\n",
        "        mark.enter()\n",
        "            .append('circle')\n",
        "            .attr('class', 'mark');\n",
        "\n",
        "        mark.exit()\n",
        "            .remove();\n",
        "\n",
        "        mark.each(function(d, i) {\n",
        "            if (_mark_feature_name != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'cx': mark_positions.get(d[_mark_feature_name])[0],\n",
        "                    'cy': mark_positions.get(d[_mark_feature_name])[1]\n",
        "                });\n",
        "            } else {\n",
        "                d3.select(this).attr({\n",
        "                    'cx': mark_positions.get(i)[0],\n",
        "                    'cy': mark_positions.get(i)[1]\n",
        "                });\n",
        "            }\n",
        "\n",
        "            if (_mark_color_property != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': d[_mark_color_property]\n",
        "                });\n",
        "            } else if (_mark_color != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': _mark_color\n",
        "                });\n",
        "            } else {\n",
        "                 d3.select(this).attr({\n",
        "                    'fill': 'none'\n",
        "                });\n",
        "            }\n",
        "        });\n",
        "\n",
        "        mark.attr({\n",
        "            'r': function(d) { return mark_scale(d[_mark_value]); },\n",
        "            'opacity': _mark_opacity,\n",
        "            'stroke-width': _mark_stroke_width,\n",
        "            'stroke': _mark_stroke\n",
        "        });\n",
        "\n",
        "        mark.sort(function(a, b) {\n",
        "           return d3.descending(a[_mark_value], b[_mark_value]);\n",
        "        });\n",
        "    }\n",
        "\n",
        "    if (_data_graph != null) {\n",
        "        if (!_data_graph.hasOwnProperty('__matta_prepared__') || _data_graph['__matta_prepared__'] == false) {\n",
        "            matta.prepare_graph(_data_graph);\n",
        "            _data_graph['__matta_prepared__'] = true;\n",
        "        }\n",
        "\n",
        "        var node_positions = d3.map();\n",
        "        _data_graph.nodes.forEach(function(d) {\n",
        "                \n",
        "                    var projected = projection([d[_mark_position[1]], d[_mark_position[0]]]);\n",
        "                \n",
        "                node_positions.set(d.id, projected);\n",
        "        });\n",
        "\n",
        "        console.log('node positions', node_positions);\n",
        "\n",
        "        var line = d3.svg.line()\n",
        "            .x(function(d) { return node_positions.get(d.id)[0]; })\n",
        "            .y(function(d) { return node_positions.get(d.id)[1]; });\n",
        "\n",
        "        var node = graph_g.selectAll('circle.node')\n",
        "            .data(_data_graph.nodes, function(d) { return d.id; });\n",
        "\n",
        "        node.enter()\n",
        "            .append('circle')\n",
        "            .attr({\n",
        "                'class': 'node',\n",
        "                'r': 1.5,\n",
        "                'fill': 'black',\n",
        "                'opacity': 0.5\n",
        "            });\n",
        "\n",
        "        node.attr({\n",
        "            'cx': function(d) { return node_positions.get(d.id)[0]; },\n",
        "            'cy': function(d) { return node_positions.get(d.id)[1]; }\n",
        "        });\n",
        "\n",
        "        node.exit().remove();\n",
        "\n",
        "        \n",
        "            var link = graph_g.selectAll('path.link')\n",
        "                .data(_data_graph.links);\n",
        "\n",
        "            link.enter()\n",
        "                .append('path')\n",
        "                .classed('link', true);\n",
        "\n",
        "            link.attr({\n",
        "                    'd': function(d) {\n",
        "                        var parts = [d.source, d.target];\n",
        "                        return line(parts);\n",
        "                    },\n",
        "                    'stroke': _link_color,\n",
        "                    'fill': 'none',\n",
        "                    'opacity': _link_opacity,\n",
        "                    'stroke-width': _link_width,\n",
        "                });\n",
        "\n",
        "            link.exit()\n",
        "                .remove();\n",
        "        \n",
        "    }\n",
        "\n",
        "};\n",
        "\n",
        "!function() {\n",
        "    \n",
        "        map_container = container;\n",
        "        if (_area_color_scale_domain != null && _area_color_scale_range) {\n",
        "            map_height -= _area_color_scale_height + 50;\n",
        "        }\n",
        "        threshold_legend.position({x: (map_width - _area_color_scale_width) * 0.5, y: map_height });\n",
        "\n",
        "        path_g = map_container.select('g.geo-paths');\n",
        "\n",
        "        if (path_g.empty()) {\n",
        "            path_g = map_container.append('g').attr('class', 'geo-paths');\n",
        "        }\n",
        "\n",
        "        mark_g = map_container.select('g.marks');\n",
        "        if (mark_g.empty()) {\n",
        "            mark_g = map_container.append('g').attr('class', 'marks');\n",
        "        }\n",
        "\n",
        "        graph_g = map_container.select('g.graph');\n",
        "        if (graph_g.empty()) {\n",
        "            graph_g = map_container.append('g').attr('class', 'graph');\n",
        "        }\n",
        "\n",
        "        if (!container.select('g.mark-legend').empty()) {\n",
        "            legend_container = container.select('g.mark-legend');\n",
        "        } else {\n",
        "            legend_container = container.append('g').classed('mark-legend', true);\n",
        "        }\n",
        "        console.log('legend_container', legend_container);\n",
        "\n",
        "        if (!container.select('g.threshold-legend').empty()) {\n",
        "            threshold_container = container.select('g.threshold-legend');\n",
        "        } else {\n",
        "            threshold_container = container.append('g').classed('threshold-legend', true);\n",
        "        }\n",
        "        console.log('threshold_container', threshold_container);\n",
        "\n",
        "        projection = d3.geo.mercator()\n",
        "            .center([0,0])\n",
        "            .scale(1)\n",
        "            .translate([0, 0]);\n",
        "\n",
        "        path.projection(projection);\n",
        "\n",
        "        var st = matta.fit_projection(map_width, map_height, path.bounds(geometry));\n",
        "        projection.scale(st[0]).translate(st[1]);\n",
        "        draw_topojson();\n",
        "    \n",
        "}();\n",
        "            \n",
        "\n",
        "        });\n",
        "    };\n",
        "\n",
        "    \n",
        "        var _data_geometry = null;\n",
        "        func_matta_topojson.geometry = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_geometry = __;\n",
        "                console.log('DATA geometry', _data_geometry);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_geometry;\n",
        "        };\n",
        "    \n",
        "        var _data_graph = null;\n",
        "        func_matta_topojson.graph = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_graph = __;\n",
        "                console.log('DATA graph', _data_graph);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_graph;\n",
        "        };\n",
        "    \n",
        "        var _data_area_dataframe = null;\n",
        "        func_matta_topojson.area_dataframe = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_area_dataframe = __;\n",
        "                console.log('DATA area_dataframe', _data_area_dataframe);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_area_dataframe;\n",
        "        };\n",
        "    \n",
        "        var _data_mark_dataframe = null;\n",
        "        func_matta_topojson.mark_dataframe = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_mark_dataframe = __;\n",
        "                console.log('DATA mark_dataframe', _data_mark_dataframe);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_mark_dataframe;\n",
        "        };\n",
        "    \n",
        "\n",
        "    \n",
        "    \n",
        "        var _area_color_scale_title = null;\n",
        "        func_matta_topojson.area_color_scale_title = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_title = __;\n",
        "                console.log('setted area_color_scale_title', _area_color_scale_title);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_title;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_tile_layer = \"http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png\";\n",
        "        func_matta_topojson.leaflet_tile_layer = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_tile_layer = __;\n",
        "                console.log('setted leaflet_tile_layer', _leaflet_tile_layer);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_tile_layer;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_map_link = \"&copy; OpenStreetMap\";\n",
        "        func_matta_topojson.leaflet_map_link = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_map_link = __;\n",
        "                console.log('setted leaflet_map_link', _leaflet_map_link);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_map_link;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_range = [\"#385965\", \"#3d8099\", \"#43a6cc\", \"#68bac6\", \"#8fcec0\"];\n",
        "        func_matta_topojson.area_color_scale_range = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_range = __;\n",
        "                console.log('setted area_color_scale_range', _area_color_scale_range);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_range;\n",
        "        };\n",
        "    \n",
        "        var _fill_color = \"none\";\n",
        "        func_matta_topojson.fill_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _fill_color = __;\n",
        "                console.log('setted fill_color', _fill_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _fill_color;\n",
        "        };\n",
        "    \n",
        "        var _link_opacity = 0.25;\n",
        "        func_matta_topojson.link_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_opacity = __;\n",
        "                console.log('setted link_opacity', _link_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_opacity;\n",
        "        };\n",
        "    \n",
        "        var _mark_position = [\"lat\", \"lon\"];\n",
        "        func_matta_topojson.mark_position = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_position = __;\n",
        "                console.log('setted mark_position', _mark_position);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_position;\n",
        "        };\n",
        "    \n",
        "        var _link_width = 1;\n",
        "        func_matta_topojson.link_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_width = __;\n",
        "                console.log('setted link_width', _link_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_width;\n",
        "        };\n",
        "    \n",
        "        var _mark_stroke_width = 1;\n",
        "        func_matta_topojson.mark_stroke_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_stroke_width = __;\n",
        "                console.log('setted mark_stroke_width', _mark_stroke_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_stroke_width;\n",
        "        };\n",
        "    \n",
        "        var _height = 500;\n",
        "        func_matta_topojson.height = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _height = __;\n",
        "                console.log('setted height', _height);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _height;\n",
        "        };\n",
        "    \n",
        "        var _bounding_box = null;\n",
        "        func_matta_topojson.bounding_box = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _bounding_box = __;\n",
        "                console.log('setted bounding_box', _bounding_box);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _bounding_box;\n",
        "        };\n",
        "    \n",
        "        var _feature_name = null;\n",
        "        func_matta_topojson.feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _feature_name = __;\n",
        "                console.log('setted feature_name', _feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _feature_name;\n",
        "        };\n",
        "    \n",
        "        var _mark_opacity = 0.8;\n",
        "        func_matta_topojson.mark_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_opacity = __;\n",
        "                console.log('setted mark_opacity', _mark_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_opacity;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_width = 150;\n",
        "        func_matta_topojson.area_color_scale_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_width = __;\n",
        "                console.log('setted area_color_scale_width', _area_color_scale_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_width;\n",
        "        };\n",
        "    \n",
        "        var _path_stroke = \"gray\";\n",
        "        func_matta_topojson.path_stroke = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_stroke = __;\n",
        "                console.log('setted path_stroke', _path_stroke);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_stroke;\n",
        "        };\n",
        "    \n",
        "        var _label_color = \"black\";\n",
        "        func_matta_topojson.label_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label_color = __;\n",
        "                console.log('setted label_color', _label_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label_color;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_bundling_stiffness = 0.1;\n",
        "        func_matta_topojson.force_edge_bundling_stiffness = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_bundling_stiffness = __;\n",
        "                console.log('setted force_edge_bundling_stiffness', _force_edge_bundling_stiffness);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_bundling_stiffness;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_height = 8;\n",
        "        func_matta_topojson.area_color_scale_height = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_height = __;\n",
        "                console.log('setted area_color_scale_height', _area_color_scale_height);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_height;\n",
        "        };\n",
        "    \n",
        "        var _label_font_size = 10;\n",
        "        func_matta_topojson.label_font_size = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label_font_size = __;\n",
        "                console.log('setted label_font_size', _label_font_size);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label_font_size;\n",
        "        };\n",
        "    \n",
        "        var _label = null;\n",
        "        func_matta_topojson.label = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label = __;\n",
        "                console.log('setted label', _label);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label;\n",
        "        };\n",
        "    \n",
        "        var _feature_id = \"id\";\n",
        "        func_matta_topojson.feature_id = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _feature_id = __;\n",
        "                console.log('setted feature_id', _feature_id);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _feature_id;\n",
        "        };\n",
        "    \n",
        "        var _width = 960;\n",
        "        func_matta_topojson.width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _width = __;\n",
        "                console.log('setted width', _width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _width;\n",
        "        };\n",
        "    \n",
        "        var _mark_color_property = null;\n",
        "        func_matta_topojson.mark_color_property = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_color_property = __;\n",
        "                console.log('setted mark_color_property', _mark_color_property);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_color_property;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_compatibility_threshold = 0.75;\n",
        "        func_matta_topojson.force_edge_compatibility_threshold = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_compatibility_threshold = __;\n",
        "                console.log('setted force_edge_compatibility_threshold', _force_edge_compatibility_threshold);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_compatibility_threshold;\n",
        "        };\n",
        "    \n",
        "        var _area_color_legend = true;\n",
        "        func_matta_topojson.area_color_legend = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_legend = __;\n",
        "                console.log('setted area_color_legend', _area_color_legend);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_legend;\n",
        "        };\n",
        "    \n",
        "        var _link_color = \"steelblue\";\n",
        "        func_matta_topojson.link_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_color = __;\n",
        "                console.log('setted link_color', _link_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_color;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_center = null;\n",
        "        func_matta_topojson.leaflet_center = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_center = __;\n",
        "                console.log('setted leaflet_center', _leaflet_center);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_center;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_domain = [0.65700000000000003, 0.7543333333333333, 0.85166666666666668, 0.94899999999999995];\n",
        "        func_matta_topojson.area_color_scale_domain = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_domain = __;\n",
        "                console.log('setted area_color_scale_domain', _area_color_scale_domain);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_domain;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_iterations = 30;\n",
        "        func_matta_topojson.force_edge_iterations = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_iterations = __;\n",
        "                console.log('setted force_edge_iterations', _force_edge_iterations);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_iterations;\n",
        "        };\n",
        "    \n",
        "        var _mark_min_ratio = 0;\n",
        "        func_matta_topojson.mark_min_ratio = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_min_ratio = __;\n",
        "                console.log('setted mark_min_ratio', _mark_min_ratio);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_min_ratio;\n",
        "        };\n",
        "    \n",
        "        var _mark_max_ratio = 20;\n",
        "        func_matta_topojson.mark_max_ratio = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_max_ratio = __;\n",
        "                console.log('setted mark_max_ratio', _mark_max_ratio);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_max_ratio;\n",
        "        };\n",
        "    \n",
        "        var _padding = {\"top\": 0, \"right\": 0, \"left\": 0, \"bottom\": 0};\n",
        "        func_matta_topojson.padding = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _padding = __;\n",
        "                console.log('setted padding', _padding);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _padding;\n",
        "        };\n",
        "    \n",
        "        var _path_opacity = 1.0;\n",
        "        func_matta_topojson.path_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_opacity = __;\n",
        "                console.log('setted path_opacity', _path_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_opacity;\n",
        "        };\n",
        "    \n",
        "        var _mark_color = null;\n",
        "        func_matta_topojson.mark_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_color = __;\n",
        "                console.log('setted mark_color', _mark_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_color;\n",
        "        };\n",
        "    \n",
        "        var _mark_feature_name = null;\n",
        "        func_matta_topojson.mark_feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_feature_name = __;\n",
        "                console.log('setted mark_feature_name', _mark_feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_feature_name;\n",
        "        };\n",
        "    \n",
        "        var _mark_stroke = \"gray\";\n",
        "        func_matta_topojson.mark_stroke = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_stroke = __;\n",
        "                console.log('setted mark_stroke', _mark_stroke);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_stroke;\n",
        "        };\n",
        "    \n",
        "        var _mark_value = null;\n",
        "        func_matta_topojson.mark_value = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_value = __;\n",
        "                console.log('setted mark_value', _mark_value);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_value;\n",
        "        };\n",
        "    \n",
        "        var _area_opacity = 0.75;\n",
        "        func_matta_topojson.area_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_opacity = __;\n",
        "                console.log('setted area_opacity', _area_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_opacity;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_extent = [0.64240000000000008, 0.9635999999999999];\n",
        "        func_matta_topojson.area_color_scale_extent = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_extent = __;\n",
        "                console.log('setted area_color_scale_extent', _area_color_scale_extent);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_extent;\n",
        "        };\n",
        "    \n",
        "        var _area_value = \"IDH\";\n",
        "        func_matta_topojson.area_value = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_value = __;\n",
        "                console.log('setted area_value', _area_value);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_value;\n",
        "        };\n",
        "    \n",
        "        var _path_stroke_width = 1.0;\n",
        "        func_matta_topojson.path_stroke_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_stroke_width = __;\n",
        "                console.log('setted path_stroke_width', _path_stroke_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_stroke_width;\n",
        "        };\n",
        "    \n",
        "        var _mark_scale = 0.5;\n",
        "        func_matta_topojson.mark_scale = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_scale = __;\n",
        "                console.log('setted mark_scale', _mark_scale);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_scale;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_cycles = 6;\n",
        "        func_matta_topojson.force_edge_cycles = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_cycles = __;\n",
        "                console.log('setted force_edge_cycles', _force_edge_cycles);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_cycles;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_step_size = 0.0015;\n",
        "        func_matta_topojson.force_edge_step_size = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_step_size = __;\n",
        "                console.log('setted force_edge_step_size', _force_edge_step_size);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_step_size;\n",
        "        };\n",
        "    \n",
        "        var _legend = true;\n",
        "        func_matta_topojson.legend = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _legend = __;\n",
        "                console.log('setted legend', _legend);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _legend;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_default_zoom = 11;\n",
        "        func_matta_topojson.leaflet_default_zoom = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_default_zoom = __;\n",
        "                console.log('setted leaflet_default_zoom', _leaflet_default_zoom);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_default_zoom;\n",
        "        };\n",
        "    \n",
        "        var _area_feature_name = \"Comuna\";\n",
        "        func_matta_topojson.area_feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_feature_name = __;\n",
        "                console.log('setted area_feature_name', _area_feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_feature_name;\n",
        "        };\n",
        "    \n",
        "    \n",
        "\n",
        "    \n",
        "    \n",
        "        var _map = null;\n",
        "        func_matta_topojson.map = function() {\n",
        "            return _map;\n",
        "        };\n",
        "    \n",
        "        var _L = null;\n",
        "        func_matta_topojson.L = function() {\n",
        "            return _L;\n",
        "        };\n",
        "    \n",
        "    \n",
        "    return func_matta_topojson;\n",
        "};\n",
        "\n",
        "        if (d3.select('#fig-b294cc65-19f0-4d38-b79f-d6ce725f2882').empty()) {\n",
        "            d3.select('#matta-vis-6e661047-3136-435c-ab10-0cbf8fb89c29')\n",
        "                .append('div')\n",
        "                .attr('id', 'fig-b294cc65-19f0-4d38-b79f-d6ce725f2882');\n",
        "        }\n",
        "\n",
        "        var vis_instance = matta_matta_topojson();\n",
        "\n",
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\"IDH\": 0.743, \"Densidad poblacional?\": 4.32908}, {\"Poblaci\\u00f3n?\": 148.312, \"Comuna\": \"CERRO NAVIA\", \"Ubicaci\\u00f3n?\": \"Norponiente\", \"Pobreza?\": 175, \"Crecimiento demogr\\u00e1fico?\": -48, \"Viviendas?\": 35.277, \"IDH\": 0.683, \"Densidad poblacional?\": 13.48291}, {\"Poblaci\\u00f3n?\": 133.256, \"Comuna\": \"CONCHALI\", \"Ubicaci\\u00f3n?\": \"Norte\", \"Pobreza?\": 80, \"Crecimiento demogr\\u00e1fico?\": -129, \"Viviendas?\": 32.609, \"IDH\": 0.707, \"Densidad poblacional?\": 12.07029}, {\"Poblaci\\u00f3n?\": 175.59400000000002, \"Comuna\": \"EL BOSQUE\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 158, \"Crecimiento demogr\\u00e1fico?\": 16, \"Viviendas?\": 42.808, \"IDH\": 0.711, \"Densidad poblacional?\": 12.270719999999999}, {\"Poblaci\\u00f3n?\": 130.394, \"Comuna\": \"ESTACION CENTRAL\", \"Ubicaci\\u00f3n?\": \"Surponiente\", \"Pobreza?\": 73, \"Crecimiento demogr\\u00e1fico?\": -75, \"Viviendas?\": 32.357, \"IDH\": 0.735, \"Densidad poblacional?\": 9.03631}, {\"Poblaci\\u00f3n?\": 74.07, \"Comuna\": \"HUECHURABA\", \"Ubicaci\\u00f3n?\": \"Norte\", \"Pobreza?\": 145, \"Crecimiento demogr\\u00e1fico?\": 199, \"Viviendas?\": 16.386, \"IDH\": 0.737, \"Densidad poblacional?\": 3.49387}, {\"Poblaci\\u00f3n?\": 65.479, \"Comuna\": \"INDEPENDENCIA\", \"Ubicaci\\u00f3n?\": \"Norte\", \"Pobreza?\": 60, \"Crecimiento demogr\\u00e1fico?\": -158, \"Viviendas?\": 18.588, \"IDH\": 0.709, \"Densidad poblacional?\": 8.82466}, {\"Poblaci\\u00f3n?\": 85.118, \"Comuna\": \"LA CISTERNA\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 86, \"Crecimiento demogr\\u00e1fico?\": -101, \"Viviendas?\": 22.816999999999997, \"IDH\": 0.775, \"Densidad poblacional?\": 8.477889999999999}, {\"Poblaci\\u00f3n?\": 365.56300000000005, \"Comuna\": \"LA FLORIDA\", \"Ubicaci\\u00f3n?\": \"Suroriente\", \"Pobreza?\": 96, \"Crecimiento demogr\\u00e1fico?\": 112, \"Viviendas?\": 97.137, \"IDH\": 0.804, \"Densidad poblacional?\": 9.35662}, {\"Poblaci\\u00f3n?\": 132.52, \"Comuna\": \"LA GRANJA\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 142, \"Crecimiento demogr\\u00e1fico?\": -6, \"Viviendas?\": 32.035, \"IDH\": 0.689, \"Densidad poblacional?\": 13.21236}, {\"Poblaci\\u00f3n?\": 190.085, \"Comuna\": \"LA PINTANA\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 172, \"Crecimiento demogr\\u00e1fico?\": 121, \"Viviendas?\": 44.394, \"IDH\": 0.679, \"Densidad poblacional?\": 6.18968}, {\"Poblaci\\u00f3n?\": 96.762, \"Comuna\": \"LA REINA\", \"Ubicaci\\u00f3n?\": \"Oriente\", \"Pobreza?\": 78, \"Crecimiento demogr\\u00e1fico?\": 47, \"Viviendas?\": 25.768, \"IDH\": 0.883, \"Densidad poblacional?\": 4.07762}, {\"Poblaci\\u00f3n?\": 249.893, \"Comuna\": \"LAS CONDES\", \"Ubicaci\\u00f3n?\": \"Oriente\", \"Pobreza?\": 23, \"Crecimiento demogr\\u00e1fico?\": 201, \"Viviendas?\": 82.09899999999999, \"IDH\": 0.933, \"Densidad poblacional?\": 2.5198400000000003}, {\"Poblaci\\u00f3n?\": 72.278, \"Comuna\": \"LO BARNECHEA\", \"Ubicaci\\u00f3n?\": \"Oriente\", \"Pobreza?\": 81, \"Crecimiento demogr\\u00e1fico?\": 493, \"Viviendas?\": 16.124000000000002, \"IDH\": 0.912, \"Densidad poblacional?\": 1.3182200000000002}, {\"Poblaci\\u00f3n?\": 112.8, \"Comuna\": \"LO ESPEJO\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 201, \"Crecimiento demogr\\u00e1fico?\": -61, \"Viviendas?\": 24.896, \"IDH\": 0.657, \"Densidad poblacional?\": 13.349110000000001}, {\"Poblaci\\u00f3n?\": 104.316, \"Comuna\": \"LO PRADO\", \"Ubicaci\\u00f3n?\": \"Norponiente\", \"Pobreza?\": 116, \"Crecimiento demogr\\u00e1fico?\": -60, \"Viviendas?\": 26.361, \"IDH\": 0.715, \"Densidad poblacional?\": 15.926110000000001}, {\"Poblaci\\u00f3n?\": 112.535, \"Comuna\": \"MACUL\", \"Ubicaci\\u00f3n?\": \"Suroriente\", \"Pobreza?\": 134, \"Crecimiento demogr\\u00e1fico?\": -68, \"Viviendas?\": 29.87, \"IDH\": 0.806, \"Densidad poblacional?\": 8.757589999999999}, {\"Poblaci\\u00f3n?\": 463.103, \"Comuna\": \"MAIPU\", \"Ubicaci\\u00f3n?\": \"Surponiente\", \"Pobreza?\": 91, \"Crecimiento demogr\\u00e1fico?\": 826, \"Viviendas?\": 125.939, \"IDH\": 0.782, \"Densidad poblacional?\": 8.43693}, {\"Poblaci\\u00f3n?\": 163.511, \"Comuna\": \"NUNOA\", \"Ubicaci\\u00f3n?\": \"Oriente\", \"Pobreza?\": 29, \"Crecimiento demogr\\u00e1fico?\": -53, \"Viviendas?\": 54.692, \"IDH\": 0.86, \"Densidad poblacional?\": 9.698160000000001}, {\"Poblaci\\u00f3n?\": 34.257, \"Comuna\": \"PADRE HURTADO\", \"Ubicaci\\u00f3n?\": \"Surponiente\", \"Pobreza?\": 187, \"Crecimiento demogr\\u00e1fico?\": 322, \"Viviendas?\": 17.125, \"IDH\": 0.728, \"Densidad poblacional?\": 4.61685}, {\"Poblaci\\u00f3n?\": 114.56, \"Comuna\": \"PEDRO AGUIRRE CERDA\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 63, \"Crecimiento demogr\\u00e1fico?\": -122, \"Viviendas?\": 28.46, \"IDH\": 0.708, \"Densidad poblacional?\": 12.857460000000001}, {\"Poblaci\\u00f3n?\": 216.06, \"Comuna\": \"PENALOLEN\", \"Ubicaci\\u00f3n?\": \"Suroriente\", \"Pobreza?\": 87, \"Crecimiento demogr\\u00e1fico?\": 202, \"Viviendas?\": 51.542, \"IDH\": 0.743, \"Densidad poblacional?\": 3.97096}, {\"Poblaci\\u00f3n?\": 4.855, \"Comuna\": \"PIRQUE\", \"Ubicaci\\u00f3n?\": \"Suroriente\", \"Pobreza?\": 91, \"Crecimiento demogr\\u00e1fico?\": 457, \"Viviendas?\": 1.3430000000000002, \"IDH\": 0.807, \"Densidad poblacional?\": 39730.0}, {\"Poblaci\\u00f3n?\": 120.874, \"Comuna\": \"PROVIDENCIA\", \"Ubicaci\\u00f3n?\": \"Oriente\", \"Pobreza?\": 35, \"Crecimiento demogr\\u00e1fico?\": 87, \"Viviendas?\": 51.183, \"IDH\": 0.911, \"Densidad poblacional?\": 8.42915}, {\"Poblaci\\u00f3n?\": 192.25799999999998, \"Comuna\": \"PUDAHUEL\", \"Ubicaci\\u00f3n?\": \"Norponiente\", \"Pobreza?\": 71, \"Crecimiento demogr\\u00e1fico?\": 418, \"Viviendas?\": 47.902, \"IDH\": 0.735, \"Densidad poblacional?\": 10.72868}, {\"Poblaci\\u00f3n?\": 492.603, \"Comuna\": \"PUENTE ALTO\", \"Ubicaci\\u00f3n?\": \"Suroriente\", \"Pobreza?\": 106, \"Crecimiento demogr\\u00e1fico?\": 935, \"Viviendas?\": 136.593, \"IDH\": 0.773, \"Densidad poblacional?\": 7.7295300000000005}, {\"Poblaci\\u00f3n?\": 125.999, \"Comuna\": \"QUILICURA\", \"Ubicaci\\u00f3n?\": \"Norte\", \"Pobreza?\": 67, \"Crecimiento demogr\\u00e1fico?\": 2077, \"Viviendas?\": 35.113, \"IDH\": 0.782, \"Densidad poblacional?\": 3.25411}, {\"Poblaci\\u00f3n?\": 104.012, \"Comuna\": \"QUINTA NORMAL\", \"Ubicaci\\u00f3n?\": \"Norponiente\", \"Pobreza?\": 108, \"Crecimiento demogr\\u00e1fico?\": -106, \"Viviendas?\": 26.454, \"IDH\": 0.723, \"Densidad poblacional?\": 8.76259}, {\"Poblaci\\u00f3n?\": 148.22, \"Comuna\": \"RECOLETA\", \"Ubicaci\\u00f3n?\": \"Norte\", \"Pobreza?\": 124, \"Crecimiento demogr\\u00e1fico?\": -100, \"Viviendas?\": 36.606, \"IDH\": 0.697, \"Densidad poblacional?\": 9.35732}, {\"Poblaci\\u00f3n?\": 133.518, \"Comuna\": \"RENCA\", \"Ubicaci\\u00f3n?\": \"Norponiente\", \"Pobreza?\": 192, \"Crecimiento demogr\\u00e1fico?\": 35, \"Viviendas?\": 33.451, \"IDH\": 0.709, \"Densidad poblacional?\": 5.56325}, {\"Poblaci\\u00f3n?\": 237.708, \"Comuna\": \"SAN BERNARDO\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 209, \"Crecimiento demogr\\u00e1fico?\": 293, \"Viviendas?\": 60.723, \"IDH\": 0.712, \"Densidad poblacional?\": 4.60585}, {\"Poblaci\\u00f3n?\": 97.625, \"Comuna\": \"SAN JOAQUIN\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 74, \"Crecimiento demogr\\u00e1fico?\": -144, \"Viviendas?\": 24.233, \"IDH\": 0.719, \"Densidad poblacional?\": 9.871080000000001}, {\"Poblaci\\u00f3n?\": 2.477, \"Comuna\": \"SAN JOSE DE MAIPO\", \"Ubicaci\\u00f3n?\": \"Suroriente\", \"Pobreza?\": 111, \"Crecimiento demogr\\u00e1fico?\": 149, \"Viviendas?\": 777.0, \"IDH\": 0.759, \"Densidad poblacional?\": 42929.0}, {\"Poblaci\\u00f3n?\": 78.872, \"Comuna\": \"SAN MIGUEL\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 25, \"Crecimiento demogr\\u00e1fico?\": 48, \"Viviendas?\": 22.655, \"IDH\": 0.765, \"Densidad poblacional?\": 8.122760000000001}, {\"Poblaci\\u00f3n?\": 94.906, \"Comuna\": \"SAN RAMON\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 167, \"Crecimiento demogr\\u00e1fico?\": -59, \"Viviendas?\": 22.16, \"IDH\": 0.679, \"Densidad poblacional?\": 14.8989}, {\"Poblaci\\u00f3n?\": 200.792, \"Comuna\": \"SANTIAGO\", \"Ubicaci\\u00f3n?\": \"Centro\", \"Pobreza?\": 73, \"Crecimiento demogr\\u00e1fico?\": -131, \"Viviendas?\": 99.155, \"IDH\": 0.807, \"Densidad poblacional?\": 8.65483}, {\"Poblaci\\u00f3n?\": 81.499, \"Comuna\": \"VITACURA\", \"Ubicaci\\u00f3n?\": \"Oriente\", \"Pobreza?\": 44, \"Crecimiento demogr\\u00e1fico?\": 27, \"Viviendas?\": 23.878, \"IDH\": 0.949, \"Densidad poblacional?\": 2.8466299999999998}], \"mark_dataframe\": null};\n",
        "\n",
        "        d3.selectAll('#fig-b294cc65-19f0-4d38-b79f-d6ce725f2882')\n",
        "            .data([data])\n",
        "            .call(vis_instance);\n",
        "    };\n",
        "    \n",
        "    require([\"d3\", \"matta\", \"topojson\"], main);\n",
        "});\n",
        "</script>"
       ],
       "metadata": {},
       "output_type": "display_data"
      }
     ],
     "prompt_number": 17
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "topojson(geometry=stgo, mark_dataframe=df, mark_feature_name='Comuna', mark_value='Pobreza?', \n",
      "         mark_color='indigo', mark_scale=0.5)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<style>\n",
        "\n",
        "</style>\n",
        "\n",
        "<div id=\"matta-vis-a35cac01-4c1b-43de-8081-84a4ae0864c0\"></div>\n",
        "\n",
        "<script type=\"text/javascript\">\n",
        "$(function() {\n",
        "    var main = function (d3, matta, topojson) {\n",
        "        \n",
        "/**\n",
        " * mod_matta_topojson was scaffolded using matta\n",
        " * Variables that start with an underscore (_) are passed as arguments in Python.\n",
        " * Variables that start with _data are data parameters of the visualization, and expected to be given as datum.\n",
        " *\n",
        " * For instance, d3.select('#figure').datum({'graph': a_json_graph, 'dataframe': a_json_dataframe}).call(visualization)\n",
        " * will fill the variables _data_graph and _data_dataframe.\n",
        " */\n",
        "\n",
        "var matta_matta_topojson = function() {\n",
        "    var __fill_data__ = function(__data__) {\n",
        "        \n",
        "            func_matta_topojson.geometry(__data__.geometry);\n",
        "        \n",
        "            func_matta_topojson.graph(__data__.graph);\n",
        "        \n",
        "            func_matta_topojson.area_dataframe(__data__.area_dataframe);\n",
        "        \n",
        "            func_matta_topojson.mark_dataframe(__data__.mark_dataframe);\n",
        "        \n",
        "    };\n",
        "\n",
        "    var func_matta_topojson = function (selection) {\n",
        "        console.log('selection', selection);\n",
        "\n",
        "        var _vis_width = _width - _padding.left - _padding.right;\n",
        "        var _vis_height = _height - _padding.top - _padding.bottom;\n",
        "\n",
        "        selection.each(function(__data__) {\n",
        "            __fill_data__(__data__);\n",
        "\n",
        "            var container = null;\n",
        "\n",
        "            if (d3.select(this).select(\"svg.matta_topojson-container\").empty()) {\n",
        "                \n",
        "                    var svg = d3.select(this).append(\"svg\")\n",
        "                        .attr(\"width\", _width)\n",
        "                        .attr(\"height\", _height)\n",
        "                        .attr('class', 'matta_topojson-container');\n",
        "\n",
        "                    \n",
        "\n",
        "                    container = svg.append(\"g\")\n",
        "                        .classed('matta_topojson-container', true)\n",
        "                        .attr('transform', 'translate(' + _padding.left + ',' + _padding.top + ')');\n",
        "\n",
        "                \n",
        "            } else {\n",
        "                container = d3.select(this).select(\"svg.matta_topojson-container\");\n",
        "            }\n",
        "\n",
        "            console.log('container', container.node());\n",
        "\n",
        "            \n",
        "                \n",
        "var map_width = _width;\n",
        "var map_height = _height;\n",
        "\n",
        "var map_container = null;\n",
        "var legend_container;\n",
        "var threshold_container;\n",
        "var path_g;\n",
        "var mark_g;\n",
        "var projection;\n",
        "var graph_g;\n",
        "\n",
        "if (_feature_name == null) {\n",
        "    _feature_name = d3.keys(_data_geometry.objects)[0];\n",
        "}\n",
        "\n",
        "var geometry = topojson.feature(_data_geometry, _data_geometry.objects[_feature_name]);\n",
        "console.log('geometry', geometry);\n",
        "\n",
        "var available_ids = d3.set();\n",
        "geometry.features.forEach(function(d) {\n",
        "    available_ids.add(d[_feature_id]);\n",
        "});\n",
        "\n",
        "console.log('available ids', available_ids);\n",
        "\n",
        "var path = d3.geo.path();\n",
        "\n",
        "var legend = matta.symbol_legend()\n",
        "    .position({x: 20 + _mark_max_ratio, y: _height - 20 });\n",
        "var threshold_legend = matta.color_thresholds()\n",
        "        .extent(_area_color_scale_extent)\n",
        "        .width(_area_color_scale_width)\n",
        "        .height(_area_color_scale_height)\n",
        "        .title(_area_color_scale_title != null ? _area_color_scale_title : _area_value);\n",
        "\n",
        "var threshold = d3.scale.threshold()\n",
        "    .domain(_area_color_scale_domain)\n",
        "    .range(_area_color_scale_range);\n",
        "\n",
        "//console.log('area colors', area_color_thresholds);\n",
        "console.log('threshold', threshold.range(), threshold.domain());\n",
        "\n",
        "\n",
        "var draw_topojson = function() {\n",
        "    console.log('map container', map_container);\n",
        "    var p = path_g.selectAll('path')\n",
        "        .data(geometry.features, function(d, i) { return d[_feature_id]; });\n",
        "\n",
        "    p.enter()\n",
        "        .append('path');\n",
        "\n",
        "    p.exit()\n",
        "        .remove();\n",
        "\n",
        "    p.attr({\n",
        "            'd': path,\n",
        "            'fill': _fill_color,\n",
        "            'stroke': _path_stroke,\n",
        "            'opacity': _path_opacity,\n",
        "            'stroke-width': _path_stroke_width\n",
        "        });\n",
        "\n",
        "    if (_label != null) {\n",
        "        var label = map_container.selectAll('text').data(geometry.features, function(d, i) { return d[_feature_id]; });\n",
        "\n",
        "        label.enter()\n",
        "            .append('text');\n",
        "\n",
        "        label.attr({\n",
        "                'x': function(d) { return path.centroid(d)[0]; },\n",
        "                'y': function(d) { return path.centroid(d)[1]; },\n",
        "                'font-size': _label_font_size,\n",
        "                'fill': _label\n",
        "            })\n",
        "            .text(function(d) { return d.properties[_label]; });\n",
        "    }\n",
        "\n",
        "    console.log('dataframe', _data_area_dataframe, _data_mark_dataframe);\n",
        "\n",
        "    if (_data_area_dataframe != null){\n",
        "        var area_colors = d3.map();\n",
        "        _data_area_dataframe.forEach(function(d) {\n",
        "            if (_area_value != null && d.hasOwnProperty(_area_value)) {\n",
        "                area_colors.set(d[_area_feature_name], threshold(d[_area_value]));\n",
        "            }\n",
        "        });\n",
        "\n",
        "        console.log('area colors', area_colors);\n",
        "\n",
        "        p.each(function(d) {\n",
        "            if (area_colors.has(d[_feature_id])) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': area_colors.get(d[_feature_id]),\n",
        "                    'opacity': _area_opacity\n",
        "                });\n",
        "            }\n",
        "        });\n",
        "        console.log('threshold', threshold);\n",
        "\n",
        "        threshold_container.data([threshold]).call(threshold_legend);\n",
        "    }\n",
        "\n",
        "    if (_data_mark_dataframe != null) {\n",
        "        var mark_positions = null;\n",
        "\n",
        "        if (_mark_position) {\n",
        "            mark_positions = d3.map();\n",
        "            console.log('position_vars', _mark_position);\n",
        "        }\n",
        "\n",
        "        var marks = _data_mark_dataframe == null ? [] : _data_mark_dataframe.filter(function(d) {\n",
        "            //console.log('symbol', _property_color, d.hasOwnProperty(_property_color), d);\n",
        "            if (_mark_feature_name !== null) {\n",
        "                console.log(d, d[_mark_feature_name], available_ids.has(d[_mark_feature_name]));\n",
        "                return available_ids.has(d[_mark_feature_name]);\n",
        "            }\n",
        "\n",
        "            if (_mark_value != null) {\n",
        "                return (d.hasOwnProperty(_mark_value));\n",
        "            }\n",
        "\n",
        "            if (_mark_position !== null) {\n",
        "                return d.hasOwnProperty(_mark_position[0]) && d.hasOwnProperty(_mark_position[1]);\n",
        "            }\n",
        "            return false;\n",
        "        });\n",
        "\n",
        "        if (_mark_feature_name) {\n",
        "            geometry.features.forEach(function(d) {\n",
        "                mark_positions.set(d[_feature_id], path.centroid(d));\n",
        "            });\n",
        "        } else {\n",
        "            console.log('projection', projection);\n",
        "            marks.forEach(function(d, i) {\n",
        "                \n",
        "                var projected = projection([d[_mark_position[1]], d[_mark_position[0]]]);\n",
        "                \n",
        "                mark_positions.set(i, projected);\n",
        "            });\n",
        "        }\n",
        "\n",
        "        console.log('positions', mark_positions);\n",
        "\n",
        "        var mark_scale = matta.scale(_mark_scale)\n",
        "            .range([_mark_min_ratio, _mark_max_ratio])\n",
        "            .domain(d3.extent(marks, function(d) { return d[_mark_value]; }));\n",
        "\n",
        "        console.log('mark scale', _mark_scale, mark_scale.domain(), mark_scale.range());\n",
        "\n",
        "        var legend_g = null;\n",
        "\n",
        "        if (legend_container.select('g.axis').empty()) {\n",
        "            legend_g = legend_container.append('g').classed('axis', true);\n",
        "        } else {\n",
        "            legend_g = legend_container.select('g.axis');\n",
        "        }\n",
        "\n",
        "        if (_legend === true) {\n",
        "            legend_g.data([mark_scale]).call(legend);\n",
        "        }\n",
        "\n",
        "        var mark = mark_g.selectAll('circle.mark')\n",
        "            .data(marks, function(d, i) {\n",
        "                if (_mark_feature_name != null) {\n",
        "                    return d[_mark_feature_name];\n",
        "                }\n",
        "                return i;\n",
        "            });\n",
        "\n",
        "        mark.enter()\n",
        "            .append('circle')\n",
        "            .attr('class', 'mark');\n",
        "\n",
        "        mark.exit()\n",
        "            .remove();\n",
        "\n",
        "        mark.each(function(d, i) {\n",
        "            if (_mark_feature_name != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'cx': mark_positions.get(d[_mark_feature_name])[0],\n",
        "                    'cy': mark_positions.get(d[_mark_feature_name])[1]\n",
        "                });\n",
        "            } else {\n",
        "                d3.select(this).attr({\n",
        "                    'cx': mark_positions.get(i)[0],\n",
        "                    'cy': mark_positions.get(i)[1]\n",
        "                });\n",
        "            }\n",
        "\n",
        "            if (_mark_color_property != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': d[_mark_color_property]\n",
        "                });\n",
        "            } else if (_mark_color != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': _mark_color\n",
        "                });\n",
        "            } else {\n",
        "                 d3.select(this).attr({\n",
        "                    'fill': 'none'\n",
        "                });\n",
        "            }\n",
        "        });\n",
        "\n",
        "        mark.attr({\n",
        "            'r': function(d) { return mark_scale(d[_mark_value]); },\n",
        "            'opacity': _mark_opacity,\n",
        "            'stroke-width': _mark_stroke_width,\n",
        "            'stroke': _mark_stroke\n",
        "        });\n",
        "\n",
        "        mark.sort(function(a, b) {\n",
        "           return d3.descending(a[_mark_value], b[_mark_value]);\n",
        "        });\n",
        "    }\n",
        "\n",
        "    if (_data_graph != null) {\n",
        "        if (!_data_graph.hasOwnProperty('__matta_prepared__') || _data_graph['__matta_prepared__'] == false) {\n",
        "            matta.prepare_graph(_data_graph);\n",
        "            _data_graph['__matta_prepared__'] = true;\n",
        "        }\n",
        "\n",
        "        var node_positions = d3.map();\n",
        "        _data_graph.nodes.forEach(function(d) {\n",
        "                \n",
        "                    var projected = projection([d[_mark_position[1]], d[_mark_position[0]]]);\n",
        "                \n",
        "                node_positions.set(d.id, projected);\n",
        "        });\n",
        "\n",
        "        console.log('node positions', node_positions);\n",
        "\n",
        "        var line = d3.svg.line()\n",
        "            .x(function(d) { return node_positions.get(d.id)[0]; })\n",
        "            .y(function(d) { return node_positions.get(d.id)[1]; });\n",
        "\n",
        "        var node = graph_g.selectAll('circle.node')\n",
        "            .data(_data_graph.nodes, function(d) { return d.id; });\n",
        "\n",
        "        node.enter()\n",
        "            .append('circle')\n",
        "            .attr({\n",
        "                'class': 'node',\n",
        "                'r': 1.5,\n",
        "                'fill': 'black',\n",
        "                'opacity': 0.5\n",
        "            });\n",
        "\n",
        "        node.attr({\n",
        "            'cx': function(d) { return node_positions.get(d.id)[0]; },\n",
        "            'cy': function(d) { return node_positions.get(d.id)[1]; }\n",
        "        });\n",
        "\n",
        "        node.exit().remove();\n",
        "\n",
        "        \n",
        "            var link = graph_g.selectAll('path.link')\n",
        "                .data(_data_graph.links);\n",
        "\n",
        "            link.enter()\n",
        "                .append('path')\n",
        "                .classed('link', true);\n",
        "\n",
        "            link.attr({\n",
        "                    'd': function(d) {\n",
        "                        var parts = [d.source, d.target];\n",
        "                        return line(parts);\n",
        "                    },\n",
        "                    'stroke': _link_color,\n",
        "                    'fill': 'none',\n",
        "                    'opacity': _link_opacity,\n",
        "                    'stroke-width': _link_width,\n",
        "                });\n",
        "\n",
        "            link.exit()\n",
        "                .remove();\n",
        "        \n",
        "    }\n",
        "\n",
        "};\n",
        "\n",
        "!function() {\n",
        "    \n",
        "        map_container = container;\n",
        "        if (_area_color_scale_domain != null && _area_color_scale_range) {\n",
        "            map_height -= _area_color_scale_height + 50;\n",
        "        }\n",
        "        threshold_legend.position({x: (map_width - _area_color_scale_width) * 0.5, y: map_height });\n",
        "\n",
        "        path_g = map_container.select('g.geo-paths');\n",
        "\n",
        "        if (path_g.empty()) {\n",
        "            path_g = map_container.append('g').attr('class', 'geo-paths');\n",
        "        }\n",
        "\n",
        "        mark_g = map_container.select('g.marks');\n",
        "        if (mark_g.empty()) {\n",
        "            mark_g = map_container.append('g').attr('class', 'marks');\n",
        "        }\n",
        "\n",
        "        graph_g = map_container.select('g.graph');\n",
        "        if (graph_g.empty()) {\n",
        "            graph_g = map_container.append('g').attr('class', 'graph');\n",
        "        }\n",
        "\n",
        "        if (!container.select('g.mark-legend').empty()) {\n",
        "            legend_container = container.select('g.mark-legend');\n",
        "        } else {\n",
        "            legend_container = container.append('g').classed('mark-legend', true);\n",
        "        }\n",
        "        console.log('legend_container', legend_container);\n",
        "\n",
        "        if (!container.select('g.threshold-legend').empty()) {\n",
        "            threshold_container = container.select('g.threshold-legend');\n",
        "        } else {\n",
        "            threshold_container = container.append('g').classed('threshold-legend', true);\n",
        "        }\n",
        "        console.log('threshold_container', threshold_container);\n",
        "\n",
        "        projection = d3.geo.mercator()\n",
        "            .center([0,0])\n",
        "            .scale(1)\n",
        "            .translate([0, 0]);\n",
        "\n",
        "        path.projection(projection);\n",
        "\n",
        "        var st = matta.fit_projection(map_width, map_height, path.bounds(geometry));\n",
        "        projection.scale(st[0]).translate(st[1]);\n",
        "        draw_topojson();\n",
        "    \n",
        "}();\n",
        "            \n",
        "\n",
        "        });\n",
        "    };\n",
        "\n",
        "    \n",
        "        var _data_geometry = null;\n",
        "        func_matta_topojson.geometry = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_geometry = __;\n",
        "                console.log('DATA geometry', _data_geometry);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_geometry;\n",
        "        };\n",
        "    \n",
        "        var _data_graph = null;\n",
        "        func_matta_topojson.graph = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_graph = __;\n",
        "                console.log('DATA graph', _data_graph);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_graph;\n",
        "        };\n",
        "    \n",
        "        var _data_area_dataframe = null;\n",
        "        func_matta_topojson.area_dataframe = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_area_dataframe = __;\n",
        "                console.log('DATA area_dataframe', _data_area_dataframe);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_area_dataframe;\n",
        "        };\n",
        "    \n",
        "        var _data_mark_dataframe = null;\n",
        "        func_matta_topojson.mark_dataframe = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_mark_dataframe = __;\n",
        "                console.log('DATA mark_dataframe', _data_mark_dataframe);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_mark_dataframe;\n",
        "        };\n",
        "    \n",
        "\n",
        "    \n",
        "    \n",
        "        var _area_color_scale_title = null;\n",
        "        func_matta_topojson.area_color_scale_title = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_title = __;\n",
        "                console.log('setted area_color_scale_title', _area_color_scale_title);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_title;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_tile_layer = \"http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png\";\n",
        "        func_matta_topojson.leaflet_tile_layer = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_tile_layer = __;\n",
        "                console.log('setted leaflet_tile_layer', _leaflet_tile_layer);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_tile_layer;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_map_link = \"&copy; OpenStreetMap\";\n",
        "        func_matta_topojson.leaflet_map_link = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_map_link = __;\n",
        "                console.log('setted leaflet_map_link', _leaflet_map_link);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_map_link;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_range = null;\n",
        "        func_matta_topojson.area_color_scale_range = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_range = __;\n",
        "                console.log('setted area_color_scale_range', _area_color_scale_range);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_range;\n",
        "        };\n",
        "    \n",
        "        var _fill_color = \"none\";\n",
        "        func_matta_topojson.fill_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _fill_color = __;\n",
        "                console.log('setted fill_color', _fill_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _fill_color;\n",
        "        };\n",
        "    \n",
        "        var _link_opacity = 0.25;\n",
        "        func_matta_topojson.link_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_opacity = __;\n",
        "                console.log('setted link_opacity', _link_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_opacity;\n",
        "        };\n",
        "    \n",
        "        var _mark_position = [\"lat\", \"lon\"];\n",
        "        func_matta_topojson.mark_position = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_position = __;\n",
        "                console.log('setted mark_position', _mark_position);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_position;\n",
        "        };\n",
        "    \n",
        "        var _link_width = 1;\n",
        "        func_matta_topojson.link_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_width = __;\n",
        "                console.log('setted link_width', _link_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_width;\n",
        "        };\n",
        "    \n",
        "        var _mark_stroke_width = 1;\n",
        "        func_matta_topojson.mark_stroke_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_stroke_width = __;\n",
        "                console.log('setted mark_stroke_width', _mark_stroke_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_stroke_width;\n",
        "        };\n",
        "    \n",
        "        var _height = 500;\n",
        "        func_matta_topojson.height = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _height = __;\n",
        "                console.log('setted height', _height);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _height;\n",
        "        };\n",
        "    \n",
        "        var _bounding_box = null;\n",
        "        func_matta_topojson.bounding_box = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _bounding_box = __;\n",
        "                console.log('setted bounding_box', _bounding_box);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _bounding_box;\n",
        "        };\n",
        "    \n",
        "        var _feature_name = null;\n",
        "        func_matta_topojson.feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _feature_name = __;\n",
        "                console.log('setted feature_name', _feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _feature_name;\n",
        "        };\n",
        "    \n",
        "        var _mark_opacity = 0.8;\n",
        "        func_matta_topojson.mark_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_opacity = __;\n",
        "                console.log('setted mark_opacity', _mark_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_opacity;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_width = 150;\n",
        "        func_matta_topojson.area_color_scale_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_width = __;\n",
        "                console.log('setted area_color_scale_width', _area_color_scale_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_width;\n",
        "        };\n",
        "    \n",
        "        var _path_stroke = \"gray\";\n",
        "        func_matta_topojson.path_stroke = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_stroke = __;\n",
        "                console.log('setted path_stroke', _path_stroke);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_stroke;\n",
        "        };\n",
        "    \n",
        "        var _label_color = \"black\";\n",
        "        func_matta_topojson.label_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label_color = __;\n",
        "                console.log('setted label_color', _label_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label_color;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_bundling_stiffness = 0.1;\n",
        "        func_matta_topojson.force_edge_bundling_stiffness = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_bundling_stiffness = __;\n",
        "                console.log('setted force_edge_bundling_stiffness', _force_edge_bundling_stiffness);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_bundling_stiffness;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_height = 8;\n",
        "        func_matta_topojson.area_color_scale_height = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_height = __;\n",
        "                console.log('setted area_color_scale_height', _area_color_scale_height);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_height;\n",
        "        };\n",
        "    \n",
        "        var _label_font_size = 10;\n",
        "        func_matta_topojson.label_font_size = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label_font_size = __;\n",
        "                console.log('setted label_font_size', _label_font_size);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label_font_size;\n",
        "        };\n",
        "    \n",
        "        var _label = null;\n",
        "        func_matta_topojson.label = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label = __;\n",
        "                console.log('setted label', _label);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label;\n",
        "        };\n",
        "    \n",
        "        var _feature_id = \"id\";\n",
        "        func_matta_topojson.feature_id = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _feature_id = __;\n",
        "                console.log('setted feature_id', _feature_id);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _feature_id;\n",
        "        };\n",
        "    \n",
        "        var _width = 960;\n",
        "        func_matta_topojson.width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _width = __;\n",
        "                console.log('setted width', _width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _width;\n",
        "        };\n",
        "    \n",
        "        var _mark_color_property = null;\n",
        "        func_matta_topojson.mark_color_property = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_color_property = __;\n",
        "                console.log('setted mark_color_property', _mark_color_property);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_color_property;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_compatibility_threshold = 0.75;\n",
        "        func_matta_topojson.force_edge_compatibility_threshold = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_compatibility_threshold = __;\n",
        "                console.log('setted force_edge_compatibility_threshold', _force_edge_compatibility_threshold);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_compatibility_threshold;\n",
        "        };\n",
        "    \n",
        "        var _area_color_legend = true;\n",
        "        func_matta_topojson.area_color_legend = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_legend = __;\n",
        "                console.log('setted area_color_legend', _area_color_legend);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_legend;\n",
        "        };\n",
        "    \n",
        "        var _link_color = \"steelblue\";\n",
        "        func_matta_topojson.link_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_color = __;\n",
        "                console.log('setted link_color', _link_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_color;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_center = null;\n",
        "        func_matta_topojson.leaflet_center = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_center = __;\n",
        "                console.log('setted leaflet_center', _leaflet_center);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_center;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_domain = null;\n",
        "        func_matta_topojson.area_color_scale_domain = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_domain = __;\n",
        "                console.log('setted area_color_scale_domain', _area_color_scale_domain);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_domain;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_iterations = 30;\n",
        "        func_matta_topojson.force_edge_iterations = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_iterations = __;\n",
        "                console.log('setted force_edge_iterations', _force_edge_iterations);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_iterations;\n",
        "        };\n",
        "    \n",
        "        var _mark_min_ratio = 0;\n",
        "        func_matta_topojson.mark_min_ratio = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_min_ratio = __;\n",
        "                console.log('setted mark_min_ratio', _mark_min_ratio);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_min_ratio;\n",
        "        };\n",
        "    \n",
        "        var _mark_max_ratio = 20;\n",
        "        func_matta_topojson.mark_max_ratio = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_max_ratio = __;\n",
        "                console.log('setted mark_max_ratio', _mark_max_ratio);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_max_ratio;\n",
        "        };\n",
        "    \n",
        "        var _padding = {\"top\": 0, \"right\": 0, \"left\": 0, \"bottom\": 0};\n",
        "        func_matta_topojson.padding = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _padding = __;\n",
        "                console.log('setted padding', _padding);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _padding;\n",
        "        };\n",
        "    \n",
        "        var _path_opacity = 1.0;\n",
        "        func_matta_topojson.path_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_opacity = __;\n",
        "                console.log('setted path_opacity', _path_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_opacity;\n",
        "        };\n",
        "    \n",
        "        var _mark_color = \"indigo\";\n",
        "        func_matta_topojson.mark_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_color = __;\n",
        "                console.log('setted mark_color', _mark_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_color;\n",
        "        };\n",
        "    \n",
        "        var _mark_feature_name = \"Comuna\";\n",
        "        func_matta_topojson.mark_feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_feature_name = __;\n",
        "                console.log('setted mark_feature_name', _mark_feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_feature_name;\n",
        "        };\n",
        "    \n",
        "        var _mark_stroke = \"gray\";\n",
        "        func_matta_topojson.mark_stroke = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_stroke = __;\n",
        "                console.log('setted mark_stroke', _mark_stroke);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_stroke;\n",
        "        };\n",
        "    \n",
        "        var _mark_value = \"Pobreza?\";\n",
        "        func_matta_topojson.mark_value = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_value = __;\n",
        "                console.log('setted mark_value', _mark_value);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_value;\n",
        "        };\n",
        "    \n",
        "        var _area_opacity = 0.75;\n",
        "        func_matta_topojson.area_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_opacity = __;\n",
        "                console.log('setted area_opacity', _area_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_opacity;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_extent = [0.0, 1.0];\n",
        "        func_matta_topojson.area_color_scale_extent = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_extent = __;\n",
        "                console.log('setted area_color_scale_extent', _area_color_scale_extent);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_extent;\n",
        "        };\n",
        "    \n",
        "        var _area_value = null;\n",
        "        func_matta_topojson.area_value = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_value = __;\n",
        "                console.log('setted area_value', _area_value);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_value;\n",
        "        };\n",
        "    \n",
        "        var _path_stroke_width = 1.0;\n",
        "        func_matta_topojson.path_stroke_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_stroke_width = __;\n",
        "                console.log('setted path_stroke_width', _path_stroke_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_stroke_width;\n",
        "        };\n",
        "    \n",
        "        var _mark_scale = 0.5;\n",
        "        func_matta_topojson.mark_scale = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_scale = __;\n",
        "                console.log('setted mark_scale', _mark_scale);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_scale;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_cycles = 6;\n",
        "        func_matta_topojson.force_edge_cycles = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_cycles = __;\n",
        "                console.log('setted force_edge_cycles', _force_edge_cycles);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_cycles;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_step_size = 0.0015;\n",
        "        func_matta_topojson.force_edge_step_size = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_step_size = __;\n",
        "                console.log('setted force_edge_step_size', _force_edge_step_size);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_step_size;\n",
        "        };\n",
        "    \n",
        "        var _legend = true;\n",
        "        func_matta_topojson.legend = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _legend = __;\n",
        "                console.log('setted legend', _legend);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _legend;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_default_zoom = 11;\n",
        "        func_matta_topojson.leaflet_default_zoom = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_default_zoom = __;\n",
        "                console.log('setted leaflet_default_zoom', _leaflet_default_zoom);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_default_zoom;\n",
        "        };\n",
        "    \n",
        "        var _area_feature_name = null;\n",
        "        func_matta_topojson.area_feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_feature_name = __;\n",
        "                console.log('setted area_feature_name', _area_feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_feature_name;\n",
        "        };\n",
        "    \n",
        "    \n",
        "\n",
        "    \n",
        "    \n",
        "        var _map = null;\n",
        "        func_matta_topojson.map = function() {\n",
        "            return _map;\n",
        "        };\n",
        "    \n",
        "        var _L = null;\n",
        "        func_matta_topojson.L = function() {\n",
        "            return _L;\n",
        "        };\n",
        "    \n",
        "    \n",
        "    return func_matta_topojson;\n",
        "};\n",
        "\n",
        "        if (d3.select('#fig-be54a549-4ce8-4d8e-a79d-1bc8244b0238').empty()) {\n",
        "            d3.select('#matta-vis-a35cac01-4c1b-43de-8081-84a4ae0864c0')\n",
        "                .append('div')\n",
        "                .attr('id', 'fig-be54a549-4ce8-4d8e-a79d-1bc8244b0238');\n",
        "        }\n",
        "\n",
        "        var vis_instance = matta_matta_topojson();\n",
        "\n",
        "        var data = {\"geometry\": {\"objects\": {\"santiago-comunas\": {\"crs\": {\"type\": \"name\", \"properties\": {\"name\": \"urn:ogc:def:crs:OGC:1.3:CRS84\"}}, \"type\": \"GeometryCollection\", \"geometries\": [{\"arcs\": [[0, 1, 2, 3, 4, 5, 6, 7]], \"type\": \"Polygon\", \"properties\": {\"CIR_SENA\": 7, \"SHAPE_Area\": 7514745.51089, \"DIS_ELEC\": 19, \"NOM_REG\": \"Regi\\u00f3n Metropolitana de Santiago\", \"NOM_PROV\": \"Santiago\", \"NOM_COM\": \"Independencia\", \"COD_COMUNA\": 1310, \"SHAPE_LENG\": 11488.6957475, \"SHAPE_Le_1\": 11718.6870863, \"id\": \"INDEPENDENCIA\"}, \"id\": \"INDEPENDENCIA\"}, {\"arcs\": [[8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18]], \"type\": \"Polygon\", \"properties\": {\"CIR_SENA\": 8, \"SHAPE_Area\": 71037326.9664, \"DIS_ELEC\": 26, \"NOM_REG\": \"Regi\\u00f3n Metropolitana de Santiago\", \"NOM_PROV\": \"Santiago\", \"NOM_COM\": \"La Florida\", \"COD_COMUNA\": 1311, \"SHAPE_LENG\": 49696.4267928, \"SHAPE_Le_1\": 49621.4021749, \"id\": 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\"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 167, \"Crecimiento demogr\\u00e1fico?\": -59, \"Viviendas?\": 22.16, \"IDH\": 0.679, \"Densidad poblacional?\": 14.8989}, {\"Poblaci\\u00f3n?\": 200.792, \"Comuna\": \"SANTIAGO\", \"Ubicaci\\u00f3n?\": \"Centro\", \"Pobreza?\": 73, \"Crecimiento demogr\\u00e1fico?\": -131, \"Viviendas?\": 99.155, \"IDH\": 0.807, \"Densidad poblacional?\": 8.65483}, {\"Poblaci\\u00f3n?\": 81.499, \"Comuna\": \"VITACURA\", \"Ubicaci\\u00f3n?\": \"Oriente\", \"Pobreza?\": 44, \"Crecimiento demogr\\u00e1fico?\": 27, \"Viviendas?\": 23.878, \"IDH\": 0.949, \"Densidad poblacional?\": 2.8466299999999998}]};\n",
        "\n",
        "        d3.selectAll('#fig-be54a549-4ce8-4d8e-a79d-1bc8244b0238')\n",
        "            .data([data])\n",
        "            .call(vis_instance);\n",
        "    };\n",
        "    \n",
        "    require([\"d3\", \"matta\", \"topojson\"], main);\n",
        "});\n",
        "</script>"
       ],
       "metadata": {},
       "output_type": "display_data"
      }
     ],
     "prompt_number": 18
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "topojson(geometry=stgo, area_dataframe=df, area_feature_name='Comuna', area_value='IDH', area_color_scale_domain=scale['domain'],\n",
      "         area_color_scale_range=scale['range'], area_color_scale_extent=scale['extent'],\n",
      "         mark_dataframe=df, mark_feature_name='Comuna', mark_value='Pobreza?', mark_color='indigo', mark_scale=0.5,\n",
      "         mark_max_ratio=15, mark_min_ratio=0, mark_opacity=0.5, leaflet=True)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<style>\n",
        "\n",
        "</style>\n",
        "\n",
        "<div id=\"matta-vis-991ad24a-9fc6-49e2-83dc-1df8041cdfc9\"></div>\n",
        "\n",
        "<script type=\"text/javascript\">\n",
        "$(function() {\n",
        "    var main = function (d3, matta, topojson, leaflet) {\n",
        "        \n",
        "/**\n",
        " * mod_matta_topojson was scaffolded using matta\n",
        " * Variables that start with an underscore (_) are passed as arguments in Python.\n",
        " * Variables that start with _data are data parameters of the visualization, and expected to be given as datum.\n",
        " *\n",
        " * For instance, d3.select('#figure').datum({'graph': a_json_graph, 'dataframe': a_json_dataframe}).call(visualization)\n",
        " * will fill the variables _data_graph and _data_dataframe.\n",
        " */\n",
        "\n",
        "var matta_matta_topojson = function() {\n",
        "    var __fill_data__ = function(__data__) {\n",
        "        \n",
        "            func_matta_topojson.geometry(__data__.geometry);\n",
        "        \n",
        "            func_matta_topojson.graph(__data__.graph);\n",
        "        \n",
        "            func_matta_topojson.area_dataframe(__data__.area_dataframe);\n",
        "        \n",
        "            func_matta_topojson.mark_dataframe(__data__.mark_dataframe);\n",
        "        \n",
        "    };\n",
        "\n",
        "    var func_matta_topojson = function (selection) {\n",
        "        console.log('selection', selection);\n",
        "\n",
        "        var _vis_width = _width - _padding.left - _padding.right;\n",
        "        var _vis_height = _height - _padding.top - _padding.bottom;\n",
        "\n",
        "        selection.each(function(__data__) {\n",
        "            __fill_data__(__data__);\n",
        "\n",
        "            var container = null;\n",
        "\n",
        "            if (d3.select(this).select(\"div.matta_topojson-container\").empty()) {\n",
        "                \n",
        "                    var div = d3.select(this).append(\"div\")\n",
        "                        .style({\n",
        "                            'width': _width + 'px',\n",
        "                            'height': _height + 'px',\n",
        "                            'position': 'relative',\n",
        "                            'display': 'block'\n",
        "                        })\n",
        "                        .classed('matta_topojson-container', true);\n",
        "\n",
        "                    \n",
        "\n",
        "                    container = div;\n",
        "\n",
        "                \n",
        "            } else {\n",
        "                container = d3.select(this).select(\"div.matta_topojson-container\");\n",
        "            }\n",
        "\n",
        "            console.log('container', container.node());\n",
        "\n",
        "            \n",
        "                \n",
        "var map_width = _width;\n",
        "var map_height = _height;\n",
        "\n",
        "var map_container = null;\n",
        "var legend_container;\n",
        "var threshold_container;\n",
        "var path_g;\n",
        "var mark_g;\n",
        "var projection;\n",
        "var graph_g;\n",
        "\n",
        "if (_feature_name == null) {\n",
        "    _feature_name = d3.keys(_data_geometry.objects)[0];\n",
        "}\n",
        "\n",
        "var geometry = topojson.feature(_data_geometry, _data_geometry.objects[_feature_name]);\n",
        "console.log('geometry', geometry);\n",
        "\n",
        "var available_ids = d3.set();\n",
        "geometry.features.forEach(function(d) {\n",
        "    available_ids.add(d[_feature_id]);\n",
        "});\n",
        "\n",
        "console.log('available ids', available_ids);\n",
        "\n",
        "var path = d3.geo.path();\n",
        "\n",
        "var legend = matta.symbol_legend()\n",
        "    .position({x: 20 + _mark_max_ratio, y: _height - 20 });\n",
        "var threshold_legend = matta.color_thresholds()\n",
        "        .extent(_area_color_scale_extent)\n",
        "        .width(_area_color_scale_width)\n",
        "        .height(_area_color_scale_height)\n",
        "        .title(_area_color_scale_title != null ? _area_color_scale_title : _area_value);\n",
        "\n",
        "var threshold = d3.scale.threshold()\n",
        "    .domain(_area_color_scale_domain)\n",
        "    .range(_area_color_scale_range);\n",
        "\n",
        "//console.log('area colors', area_color_thresholds);\n",
        "console.log('threshold', threshold.range(), threshold.domain());\n",
        "\n",
        "\n",
        "var draw_topojson = function() {\n",
        "    console.log('map container', map_container);\n",
        "    var p = path_g.selectAll('path')\n",
        "        .data(geometry.features, function(d, i) { return d[_feature_id]; });\n",
        "\n",
        "    p.enter()\n",
        "        .append('path');\n",
        "\n",
        "    p.exit()\n",
        "        .remove();\n",
        "\n",
        "    p.attr({\n",
        "            'd': path,\n",
        "            'fill': _fill_color,\n",
        "            'stroke': _path_stroke,\n",
        "            'opacity': _path_opacity,\n",
        "            'stroke-width': _path_stroke_width\n",
        "        });\n",
        "\n",
        "    if (_label != null) {\n",
        "        var label = map_container.selectAll('text').data(geometry.features, function(d, i) { return d[_feature_id]; });\n",
        "\n",
        "        label.enter()\n",
        "            .append('text');\n",
        "\n",
        "        label.attr({\n",
        "                'x': function(d) { return path.centroid(d)[0]; },\n",
        "                'y': function(d) { return path.centroid(d)[1]; },\n",
        "                'font-size': _label_font_size,\n",
        "                'fill': _label\n",
        "            })\n",
        "            .text(function(d) { return d.properties[_label]; });\n",
        "    }\n",
        "\n",
        "    console.log('dataframe', _data_area_dataframe, _data_mark_dataframe);\n",
        "\n",
        "    if (_data_area_dataframe != null){\n",
        "        var area_colors = d3.map();\n",
        "        _data_area_dataframe.forEach(function(d) {\n",
        "            if (_area_value != null && d.hasOwnProperty(_area_value)) {\n",
        "                area_colors.set(d[_area_feature_name], threshold(d[_area_value]));\n",
        "            }\n",
        "        });\n",
        "\n",
        "        console.log('area colors', area_colors);\n",
        "\n",
        "        p.each(function(d) {\n",
        "            if (area_colors.has(d[_feature_id])) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': area_colors.get(d[_feature_id]),\n",
        "                    'opacity': _area_opacity\n",
        "                });\n",
        "            }\n",
        "        });\n",
        "        console.log('threshold', threshold);\n",
        "\n",
        "        threshold_container.data([threshold]).call(threshold_legend);\n",
        "    }\n",
        "\n",
        "    if (_data_mark_dataframe != null) {\n",
        "        var mark_positions = null;\n",
        "\n",
        "        if (_mark_position) {\n",
        "            mark_positions = d3.map();\n",
        "            console.log('position_vars', _mark_position);\n",
        "        }\n",
        "\n",
        "        var marks = _data_mark_dataframe == null ? [] : _data_mark_dataframe.filter(function(d) {\n",
        "            //console.log('symbol', _property_color, d.hasOwnProperty(_property_color), d);\n",
        "            if (_mark_feature_name !== null) {\n",
        "                console.log(d, d[_mark_feature_name], available_ids.has(d[_mark_feature_name]));\n",
        "                return available_ids.has(d[_mark_feature_name]);\n",
        "            }\n",
        "\n",
        "            if (_mark_value != null) {\n",
        "                return (d.hasOwnProperty(_mark_value));\n",
        "            }\n",
        "\n",
        "            if (_mark_position !== null) {\n",
        "                return d.hasOwnProperty(_mark_position[0]) && d.hasOwnProperty(_mark_position[1]);\n",
        "            }\n",
        "            return false;\n",
        "        });\n",
        "\n",
        "        if (_mark_feature_name) {\n",
        "            geometry.features.forEach(function(d) {\n",
        "                mark_positions.set(d[_feature_id], path.centroid(d));\n",
        "            });\n",
        "        } else {\n",
        "            console.log('projection', projection);\n",
        "            marks.forEach(function(d, i) {\n",
        "                \n",
        "                var point = _map.latLngToLayerPoint(new _L.LatLng(d[_mark_position[0]], d[_mark_position[1]]))\n",
        "                var projected = [point.x, point.y];\n",
        "                \n",
        "                mark_positions.set(i, projected);\n",
        "            });\n",
        "        }\n",
        "\n",
        "        console.log('positions', mark_positions);\n",
        "\n",
        "        var mark_scale = matta.scale(_mark_scale)\n",
        "            .range([_mark_min_ratio, _mark_max_ratio])\n",
        "            .domain(d3.extent(marks, function(d) { return d[_mark_value]; }));\n",
        "\n",
        "        console.log('mark scale', _mark_scale, mark_scale.domain(), mark_scale.range());\n",
        "\n",
        "        var legend_g = null;\n",
        "\n",
        "        if (legend_container.select('g.axis').empty()) {\n",
        "            legend_g = legend_container.append('g').classed('axis', true);\n",
        "        } else {\n",
        "            legend_g = legend_container.select('g.axis');\n",
        "        }\n",
        "\n",
        "        if (_legend === true) {\n",
        "            legend_g.data([mark_scale]).call(legend);\n",
        "        }\n",
        "\n",
        "        var mark = mark_g.selectAll('circle.mark')\n",
        "            .data(marks, function(d, i) {\n",
        "                if (_mark_feature_name != null) {\n",
        "                    return d[_mark_feature_name];\n",
        "                }\n",
        "                return i;\n",
        "            });\n",
        "\n",
        "        mark.enter()\n",
        "            .append('circle')\n",
        "            .attr('class', 'mark');\n",
        "\n",
        "        mark.exit()\n",
        "            .remove();\n",
        "\n",
        "        mark.each(function(d, i) {\n",
        "            if (_mark_feature_name != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'cx': mark_positions.get(d[_mark_feature_name])[0],\n",
        "                    'cy': mark_positions.get(d[_mark_feature_name])[1]\n",
        "                });\n",
        "            } else {\n",
        "                d3.select(this).attr({\n",
        "                    'cx': mark_positions.get(i)[0],\n",
        "                    'cy': mark_positions.get(i)[1]\n",
        "                });\n",
        "            }\n",
        "\n",
        "            if (_mark_color_property != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': d[_mark_color_property]\n",
        "                });\n",
        "            } else if (_mark_color != null) {\n",
        "                d3.select(this).attr({\n",
        "                    'fill': _mark_color\n",
        "                });\n",
        "            } else {\n",
        "                 d3.select(this).attr({\n",
        "                    'fill': 'none'\n",
        "                });\n",
        "            }\n",
        "        });\n",
        "\n",
        "        mark.attr({\n",
        "            'r': function(d) { return mark_scale(d[_mark_value]); },\n",
        "            'opacity': _mark_opacity,\n",
        "            'stroke-width': _mark_stroke_width,\n",
        "            'stroke': _mark_stroke\n",
        "        });\n",
        "\n",
        "        mark.sort(function(a, b) {\n",
        "           return d3.descending(a[_mark_value], b[_mark_value]);\n",
        "        });\n",
        "    }\n",
        "\n",
        "    if (_data_graph != null) {\n",
        "        if (!_data_graph.hasOwnProperty('__matta_prepared__') || _data_graph['__matta_prepared__'] == false) {\n",
        "            matta.prepare_graph(_data_graph);\n",
        "            _data_graph['__matta_prepared__'] = true;\n",
        "        }\n",
        "\n",
        "        var node_positions = d3.map();\n",
        "        _data_graph.nodes.forEach(function(d) {\n",
        "                \n",
        "                    var point = _map.latLngToLayerPoint(new _L.LatLng(d[_mark_position[0]], d[_mark_position[1]]));\n",
        "                    var projected = [point.x, point.y];\n",
        "                \n",
        "                node_positions.set(d.id, projected);\n",
        "        });\n",
        "\n",
        "        console.log('node positions', node_positions);\n",
        "\n",
        "        var line = d3.svg.line()\n",
        "            .x(function(d) { return node_positions.get(d.id)[0]; })\n",
        "            .y(function(d) { return node_positions.get(d.id)[1]; });\n",
        "\n",
        "        var node = graph_g.selectAll('circle.node')\n",
        "            .data(_data_graph.nodes, function(d) { return d.id; });\n",
        "\n",
        "        node.enter()\n",
        "            .append('circle')\n",
        "            .attr({\n",
        "                'class': 'node',\n",
        "                'r': 1.5,\n",
        "                'fill': 'black',\n",
        "                'opacity': 0.5\n",
        "            });\n",
        "\n",
        "        node.attr({\n",
        "            'cx': function(d) { return node_positions.get(d.id)[0]; },\n",
        "            'cy': function(d) { return node_positions.get(d.id)[1]; }\n",
        "        });\n",
        "\n",
        "        node.exit().remove();\n",
        "\n",
        "        \n",
        "            var link = graph_g.selectAll('path.link')\n",
        "                .data(_data_graph.links);\n",
        "\n",
        "            link.enter()\n",
        "                .append('path')\n",
        "                .classed('link', true);\n",
        "\n",
        "            link.attr({\n",
        "                    'd': function(d) {\n",
        "                        var parts = [d.source, d.target];\n",
        "                        return line(parts);\n",
        "                    },\n",
        "                    'stroke': _link_color,\n",
        "                    'fill': 'none',\n",
        "                    'opacity': _link_opacity,\n",
        "                    'stroke-width': _link_width,\n",
        "                });\n",
        "\n",
        "            link.exit()\n",
        "                .remove();\n",
        "        \n",
        "    }\n",
        "\n",
        "};\n",
        "\n",
        "!function() {\n",
        "    \n",
        "        // code adapted from https://github.com/mbostock/bost.ocks.org/blob/gh-pages/mike/leaflet/index.html#L131-171\n",
        "        if (_L == null) {\n",
        "            _L = leaflet;\n",
        "        }\n",
        "\n",
        "        var map_initialized = false;\n",
        "        var map_svg;\n",
        "        var overlay_svg;\n",
        "\n",
        "        if (container.select('div.leaflet-map-pane').empty()) {\n",
        "            _map = _L.map(container.node()).setView([0, 0], 12);\n",
        "            container.node()['__leaflet_map__'] = _map;\n",
        "            _L.tileLayer(_leaflet_tile_layer, {attribution: _leaflet_map_link}).addTo(_map);\n",
        "            map_initialized = true;\n",
        "            map_svg = d3.select(_map.getPanes().overlayPane).append('svg');\n",
        "            map_container = map_svg.append('g').attr('class', 'leaflet-zoom-hide');\n",
        "        } else {\n",
        "            map = container.node()['__leaflet_map__'];\n",
        "            map_svg = d3.select(_map.getPanes().overlayPane).select('svg');\n",
        "            map_container = map_svg.select('g.leaflet-zoom-hide');\n",
        "        }\n",
        "\n",
        "        if (!container.select('div.leaflet-top.leaflet-left').select('svg.overlay').empty()) {\n",
        "            overlay_svg = container.select('div.leaflet-top.leaflet-left').select('svg.overlay');\n",
        "        } else {\n",
        "            overlay_svg = container.select('div.leaflet-top.leaflet-left')\n",
        "                .append('svg').classed('overlay', true)\n",
        "                .attr({'width': _width, 'height': _height})\n",
        "                .style({'z-index': 1100, 'position': 'absolute', 'top': 0, 'left': 0});\n",
        "        }\n",
        "\n",
        "        path_g = map_container.select('g.geo-paths');\n",
        "\n",
        "        if (path_g.empty()) {\n",
        "            path_g = map_container.append('g').attr('class', 'geo-paths');\n",
        "        }\n",
        "\n",
        "        mark_g = map_container.select('g.marks');\n",
        "        if (mark_g.empty()) {\n",
        "            mark_g = map_container.append('g').attr('class', 'marks');\n",
        "        }\n",
        "\n",
        "        graph_g = map_container.select('g.graph');\n",
        "        if (graph_g.empty()) {\n",
        "            graph_g = map_container.append('g').attr('class', 'graph');\n",
        "        }\n",
        "\n",
        "        projection = d3.geo.transform({point: function(x, y) {\n",
        "                var point = _map.latLngToLayerPoint(new _L.LatLng(y, x));\n",
        "                this.stream.point(point.x, point.y);\n",
        "            }\n",
        "        });\n",
        "\n",
        "        console.log('projection', projection);\n",
        "        // Reposition the SVG to cover the features.\n",
        "        var reset = function() {\n",
        "            var bounds = path.bounds(geometry),\n",
        "                topLeft = bounds[0],\n",
        "                bottomRight = bounds[1];\n",
        "\n",
        "            map_svg.attr(\"width\", bottomRight[0] - topLeft[0])\n",
        "                .attr(\"height\", bottomRight[1] - topLeft[1])\n",
        "                .style(\"left\", topLeft[0] + \"px\")\n",
        "                .style(\"top\", topLeft[1] + \"px\");\n",
        "\n",
        "            map_container.attr(\"transform\", \"translate(\" + -topLeft[0] + \",\" + -topLeft[1] + \")\");\n",
        "            console.log('zoom', _map.getZoom(), _map.getMaxZoom());\n",
        "            draw_topojson();\n",
        "        };\n",
        "\n",
        "        path.projection(d3.geo.transform());\n",
        "        var map_bounds = path.bounds(geometry);\n",
        "        path.projection(projection);\n",
        "        console.log('bounds', map_bounds);\n",
        "\n",
        "        if (map_initialized) {\n",
        "            if (_bounding_box) {\n",
        "                _map.fitBounds(_bounding_box.map(function(d) { return d.reverse(); }));\n",
        "            } else {\n",
        "                _map.fitBounds(map_bounds.map(function(d) { return d.reverse(); }));\n",
        "            }\n",
        "        }\n",
        "\n",
        "        if (!overlay_svg.select('g.mark-legend').empty()) {\n",
        "            legend_container = overlay_svg.select('g.mark-legend');\n",
        "        } else {\n",
        "            legend_container = overlay_svg.append('g').classed('mark-legend', true);\n",
        "        }\n",
        "\n",
        "        if (!overlay_svg.select('g.threshold-legend').empty()) {\n",
        "            threshold_container = overlay_svg.select('g.threshold-legend');\n",
        "        } else {\n",
        "            threshold_container = overlay_svg.append('g').classed('threshold-legend', true);\n",
        "        }\n",
        "\n",
        "        console.log('threshold position', {x: map_width - _area_color_scale_width - 20, y: 20});\n",
        "        threshold_legend.position({x: map_width - _area_color_scale_width - 20, y: 20});\n",
        "\n",
        "        _map.on(\"viewreset\", reset);\n",
        "        reset();\n",
        "    \n",
        "}();\n",
        "            \n",
        "\n",
        "        });\n",
        "    };\n",
        "\n",
        "    \n",
        "        var _data_geometry = null;\n",
        "        func_matta_topojson.geometry = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_geometry = __;\n",
        "                console.log('DATA geometry', _data_geometry);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_geometry;\n",
        "        };\n",
        "    \n",
        "        var _data_graph = null;\n",
        "        func_matta_topojson.graph = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_graph = __;\n",
        "                console.log('DATA graph', _data_graph);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_graph;\n",
        "        };\n",
        "    \n",
        "        var _data_area_dataframe = null;\n",
        "        func_matta_topojson.area_dataframe = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_area_dataframe = __;\n",
        "                console.log('DATA area_dataframe', _data_area_dataframe);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_area_dataframe;\n",
        "        };\n",
        "    \n",
        "        var _data_mark_dataframe = null;\n",
        "        func_matta_topojson.mark_dataframe = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _data_mark_dataframe = __;\n",
        "                console.log('DATA mark_dataframe', _data_mark_dataframe);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _data_mark_dataframe;\n",
        "        };\n",
        "    \n",
        "\n",
        "    \n",
        "    \n",
        "        var _area_color_scale_title = null;\n",
        "        func_matta_topojson.area_color_scale_title = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_title = __;\n",
        "                console.log('setted area_color_scale_title', _area_color_scale_title);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_title;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_tile_layer = \"http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png\";\n",
        "        func_matta_topojson.leaflet_tile_layer = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_tile_layer = __;\n",
        "                console.log('setted leaflet_tile_layer', _leaflet_tile_layer);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_tile_layer;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_map_link = \"&copy; OpenStreetMap\";\n",
        "        func_matta_topojson.leaflet_map_link = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_map_link = __;\n",
        "                console.log('setted leaflet_map_link', _leaflet_map_link);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_map_link;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_range = [\"#385965\", \"#3d8099\", \"#43a6cc\", \"#68bac6\", \"#8fcec0\"];\n",
        "        func_matta_topojson.area_color_scale_range = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_range = __;\n",
        "                console.log('setted area_color_scale_range', _area_color_scale_range);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_range;\n",
        "        };\n",
        "    \n",
        "        var _fill_color = \"none\";\n",
        "        func_matta_topojson.fill_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _fill_color = __;\n",
        "                console.log('setted fill_color', _fill_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _fill_color;\n",
        "        };\n",
        "    \n",
        "        var _link_opacity = 0.25;\n",
        "        func_matta_topojson.link_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_opacity = __;\n",
        "                console.log('setted link_opacity', _link_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_opacity;\n",
        "        };\n",
        "    \n",
        "        var _mark_position = [\"lat\", \"lon\"];\n",
        "        func_matta_topojson.mark_position = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_position = __;\n",
        "                console.log('setted mark_position', _mark_position);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_position;\n",
        "        };\n",
        "    \n",
        "        var _link_width = 1;\n",
        "        func_matta_topojson.link_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_width = __;\n",
        "                console.log('setted link_width', _link_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_width;\n",
        "        };\n",
        "    \n",
        "        var _mark_stroke_width = 1;\n",
        "        func_matta_topojson.mark_stroke_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_stroke_width = __;\n",
        "                console.log('setted mark_stroke_width', _mark_stroke_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_stroke_width;\n",
        "        };\n",
        "    \n",
        "        var _height = 500;\n",
        "        func_matta_topojson.height = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _height = __;\n",
        "                console.log('setted height', _height);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _height;\n",
        "        };\n",
        "    \n",
        "        var _bounding_box = null;\n",
        "        func_matta_topojson.bounding_box = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _bounding_box = __;\n",
        "                console.log('setted bounding_box', _bounding_box);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _bounding_box;\n",
        "        };\n",
        "    \n",
        "        var _feature_name = null;\n",
        "        func_matta_topojson.feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _feature_name = __;\n",
        "                console.log('setted feature_name', _feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _feature_name;\n",
        "        };\n",
        "    \n",
        "        var _mark_opacity = 0.5;\n",
        "        func_matta_topojson.mark_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_opacity = __;\n",
        "                console.log('setted mark_opacity', _mark_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_opacity;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_width = 150;\n",
        "        func_matta_topojson.area_color_scale_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_width = __;\n",
        "                console.log('setted area_color_scale_width', _area_color_scale_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_width;\n",
        "        };\n",
        "    \n",
        "        var _path_stroke = \"gray\";\n",
        "        func_matta_topojson.path_stroke = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_stroke = __;\n",
        "                console.log('setted path_stroke', _path_stroke);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_stroke;\n",
        "        };\n",
        "    \n",
        "        var _label_color = \"black\";\n",
        "        func_matta_topojson.label_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label_color = __;\n",
        "                console.log('setted label_color', _label_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label_color;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_bundling_stiffness = 0.1;\n",
        "        func_matta_topojson.force_edge_bundling_stiffness = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_bundling_stiffness = __;\n",
        "                console.log('setted force_edge_bundling_stiffness', _force_edge_bundling_stiffness);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_bundling_stiffness;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_height = 8;\n",
        "        func_matta_topojson.area_color_scale_height = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_height = __;\n",
        "                console.log('setted area_color_scale_height', _area_color_scale_height);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_height;\n",
        "        };\n",
        "    \n",
        "        var _label_font_size = 10;\n",
        "        func_matta_topojson.label_font_size = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label_font_size = __;\n",
        "                console.log('setted label_font_size', _label_font_size);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label_font_size;\n",
        "        };\n",
        "    \n",
        "        var _label = null;\n",
        "        func_matta_topojson.label = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _label = __;\n",
        "                console.log('setted label', _label);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _label;\n",
        "        };\n",
        "    \n",
        "        var _feature_id = \"id\";\n",
        "        func_matta_topojson.feature_id = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _feature_id = __;\n",
        "                console.log('setted feature_id', _feature_id);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _feature_id;\n",
        "        };\n",
        "    \n",
        "        var _width = 960;\n",
        "        func_matta_topojson.width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _width = __;\n",
        "                console.log('setted width', _width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _width;\n",
        "        };\n",
        "    \n",
        "        var _mark_color_property = null;\n",
        "        func_matta_topojson.mark_color_property = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_color_property = __;\n",
        "                console.log('setted mark_color_property', _mark_color_property);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_color_property;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_compatibility_threshold = 0.75;\n",
        "        func_matta_topojson.force_edge_compatibility_threshold = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_compatibility_threshold = __;\n",
        "                console.log('setted force_edge_compatibility_threshold', _force_edge_compatibility_threshold);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_compatibility_threshold;\n",
        "        };\n",
        "    \n",
        "        var _area_color_legend = true;\n",
        "        func_matta_topojson.area_color_legend = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_legend = __;\n",
        "                console.log('setted area_color_legend', _area_color_legend);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_legend;\n",
        "        };\n",
        "    \n",
        "        var _link_color = \"steelblue\";\n",
        "        func_matta_topojson.link_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _link_color = __;\n",
        "                console.log('setted link_color', _link_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _link_color;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_center = null;\n",
        "        func_matta_topojson.leaflet_center = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_center = __;\n",
        "                console.log('setted leaflet_center', _leaflet_center);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_center;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_domain = [0.65700000000000003, 0.7543333333333333, 0.85166666666666668, 0.94899999999999995];\n",
        "        func_matta_topojson.area_color_scale_domain = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_domain = __;\n",
        "                console.log('setted area_color_scale_domain', _area_color_scale_domain);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_domain;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_iterations = 30;\n",
        "        func_matta_topojson.force_edge_iterations = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_iterations = __;\n",
        "                console.log('setted force_edge_iterations', _force_edge_iterations);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_iterations;\n",
        "        };\n",
        "    \n",
        "        var _mark_min_ratio = 0;\n",
        "        func_matta_topojson.mark_min_ratio = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_min_ratio = __;\n",
        "                console.log('setted mark_min_ratio', _mark_min_ratio);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_min_ratio;\n",
        "        };\n",
        "    \n",
        "        var _mark_max_ratio = 15;\n",
        "        func_matta_topojson.mark_max_ratio = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_max_ratio = __;\n",
        "                console.log('setted mark_max_ratio', _mark_max_ratio);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_max_ratio;\n",
        "        };\n",
        "    \n",
        "        var _padding = {\"top\": 0, \"right\": 0, \"left\": 0, \"bottom\": 0};\n",
        "        func_matta_topojson.padding = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _padding = __;\n",
        "                console.log('setted padding', _padding);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _padding;\n",
        "        };\n",
        "    \n",
        "        var _path_opacity = 1.0;\n",
        "        func_matta_topojson.path_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_opacity = __;\n",
        "                console.log('setted path_opacity', _path_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_opacity;\n",
        "        };\n",
        "    \n",
        "        var _mark_color = \"indigo\";\n",
        "        func_matta_topojson.mark_color = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_color = __;\n",
        "                console.log('setted mark_color', _mark_color);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_color;\n",
        "        };\n",
        "    \n",
        "        var _mark_feature_name = \"Comuna\";\n",
        "        func_matta_topojson.mark_feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_feature_name = __;\n",
        "                console.log('setted mark_feature_name', _mark_feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_feature_name;\n",
        "        };\n",
        "    \n",
        "        var _mark_stroke = \"gray\";\n",
        "        func_matta_topojson.mark_stroke = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_stroke = __;\n",
        "                console.log('setted mark_stroke', _mark_stroke);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_stroke;\n",
        "        };\n",
        "    \n",
        "        var _mark_value = \"Pobreza?\";\n",
        "        func_matta_topojson.mark_value = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_value = __;\n",
        "                console.log('setted mark_value', _mark_value);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_value;\n",
        "        };\n",
        "    \n",
        "        var _area_opacity = 0.75;\n",
        "        func_matta_topojson.area_opacity = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_opacity = __;\n",
        "                console.log('setted area_opacity', _area_opacity);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_opacity;\n",
        "        };\n",
        "    \n",
        "        var _area_color_scale_extent = [0.64240000000000008, 0.9635999999999999];\n",
        "        func_matta_topojson.area_color_scale_extent = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_color_scale_extent = __;\n",
        "                console.log('setted area_color_scale_extent', _area_color_scale_extent);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_color_scale_extent;\n",
        "        };\n",
        "    \n",
        "        var _area_value = \"IDH\";\n",
        "        func_matta_topojson.area_value = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_value = __;\n",
        "                console.log('setted area_value', _area_value);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_value;\n",
        "        };\n",
        "    \n",
        "        var _path_stroke_width = 1.0;\n",
        "        func_matta_topojson.path_stroke_width = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _path_stroke_width = __;\n",
        "                console.log('setted path_stroke_width', _path_stroke_width);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _path_stroke_width;\n",
        "        };\n",
        "    \n",
        "        var _mark_scale = 0.5;\n",
        "        func_matta_topojson.mark_scale = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _mark_scale = __;\n",
        "                console.log('setted mark_scale', _mark_scale);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _mark_scale;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_cycles = 6;\n",
        "        func_matta_topojson.force_edge_cycles = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_cycles = __;\n",
        "                console.log('setted force_edge_cycles', _force_edge_cycles);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_cycles;\n",
        "        };\n",
        "    \n",
        "        var _force_edge_step_size = 0.0015;\n",
        "        func_matta_topojson.force_edge_step_size = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _force_edge_step_size = __;\n",
        "                console.log('setted force_edge_step_size', _force_edge_step_size);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _force_edge_step_size;\n",
        "        };\n",
        "    \n",
        "        var _legend = true;\n",
        "        func_matta_topojson.legend = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _legend = __;\n",
        "                console.log('setted legend', _legend);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _legend;\n",
        "        };\n",
        "    \n",
        "        var _leaflet_default_zoom = 11;\n",
        "        func_matta_topojson.leaflet_default_zoom = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _leaflet_default_zoom = __;\n",
        "                console.log('setted leaflet_default_zoom', _leaflet_default_zoom);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _leaflet_default_zoom;\n",
        "        };\n",
        "    \n",
        "        var _area_feature_name = \"Comuna\";\n",
        "        func_matta_topojson.area_feature_name = function(__) {\n",
        "            if (arguments.length) {\n",
        "                _area_feature_name = __;\n",
        "                console.log('setted area_feature_name', _area_feature_name);\n",
        "                return func_matta_topojson;\n",
        "            }\n",
        "            return _area_feature_name;\n",
        "        };\n",
        "    \n",
        "    \n",
        "\n",
        "    \n",
        "    \n",
        "        var _map = null;\n",
        "        func_matta_topojson.map = function() {\n",
        "            return _map;\n",
        "        };\n",
        "    \n",
        "        var _L = null;\n",
        "        func_matta_topojson.L = function() {\n",
        "            return _L;\n",
        "        };\n",
        "    \n",
        "    \n",
        "    return func_matta_topojson;\n",
        "};\n",
        "\n",
        "        if (d3.select('#fig-29a1e883-71d0-44a4-ad1a-d78a51dc6740').empty()) {\n",
        "            d3.select('#matta-vis-991ad24a-9fc6-49e2-83dc-1df8041cdfc9')\n",
        "                .append('div')\n",
        "                .attr('id', 'fig-29a1e883-71d0-44a4-ad1a-d78a51dc6740');\n",
        "        }\n",
        "\n",
        "        var vis_instance = matta_matta_topojson();\n",
        "\n",
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\"Densidad poblacional?\": 4.60585}, {\"Poblaci\\u00f3n?\": 97.625, \"Comuna\": \"SAN JOAQUIN\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 74, \"Crecimiento demogr\\u00e1fico?\": -144, \"Viviendas?\": 24.233, \"IDH\": 0.719, \"Densidad poblacional?\": 9.871080000000001}, {\"Poblaci\\u00f3n?\": 2.477, \"Comuna\": \"SAN JOSE DE MAIPO\", \"Ubicaci\\u00f3n?\": \"Suroriente\", \"Pobreza?\": 111, \"Crecimiento demogr\\u00e1fico?\": 149, \"Viviendas?\": 777.0, \"IDH\": 0.759, \"Densidad poblacional?\": 42929.0}, {\"Poblaci\\u00f3n?\": 78.872, \"Comuna\": \"SAN MIGUEL\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 25, \"Crecimiento demogr\\u00e1fico?\": 48, \"Viviendas?\": 22.655, \"IDH\": 0.765, \"Densidad poblacional?\": 8.122760000000001}, {\"Poblaci\\u00f3n?\": 94.906, \"Comuna\": \"SAN RAMON\", \"Ubicaci\\u00f3n?\": \"Sur\", \"Pobreza?\": 167, \"Crecimiento demogr\\u00e1fico?\": -59, \"Viviendas?\": 22.16, \"IDH\": 0.679, \"Densidad poblacional?\": 14.8989}, {\"Poblaci\\u00f3n?\": 200.792, \"Comuna\": \"SANTIAGO\", \"Ubicaci\\u00f3n?\": \"Centro\", \"Pobreza?\": 73, \"Crecimiento demogr\\u00e1fico?\": -131, \"Viviendas?\": 99.155, \"IDH\": 0.807, \"Densidad poblacional?\": 8.65483}, {\"Poblaci\\u00f3n?\": 81.499, \"Comuna\": \"VITACURA\", \"Ubicaci\\u00f3n?\": \"Oriente\", \"Pobreza?\": 44, \"Crecimiento demogr\\u00e1fico?\": 27, \"Viviendas?\": 23.878, \"IDH\": 0.949, \"Densidad poblacional?\": 2.8466299999999998}]};\n",
        "\n",
        "        d3.selectAll('#fig-29a1e883-71d0-44a4-ad1a-d78a51dc6740')\n",
        "            .data([data])\n",
        "            .call(vis_instance);\n",
        "    };\n",
        "    \n",
        "    require([\"d3\", \"matta\", \"topojson\", \"leaflet\"], main);\n",
        "});\n",
        "</script>"
       ],
       "metadata": {},
       "output_type": "display_data"
      }
     ],
     "prompt_number": 19
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "The mixture of both choropleth and symbol map does not make sense in our case. But surely you have a more interesting use case!\n",
      "\n",
      "You can see an example of scaffolded visualizations using `matta.topojson` [here](http://dcc.uchile.cl/~egraells/abrecl)."
     ]
    }
   ],
   "metadata": {}
  }
 ]
}