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aaizemberg/brunel.ipynb

Created February 27, 2018 18:24
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Probando Brunel
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brunel.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Probando Brunel"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>source</th>\n",
" <th>target</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>VILLA URQUIZA</td>\n",
" <td>VILLA URQUIZA</td>\n",
" <td>128</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>VILLA CRESPO</td>\n",
" <td>PALERMO</td>\n",
" <td>174</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>VILLA CRESPO</td>\n",
" <td>ALMAGRO</td>\n",
" <td>128</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>SAN NICOLAS</td>\n",
" <td>PALERMO</td>\n",
" <td>101</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>RECOLETA</td>\n",
" <td>RETIRO</td>\n",
" <td>112</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" source target value\n",
"0 VILLA URQUIZA VILLA URQUIZA 128\n",
"1 VILLA CRESPO PALERMO 174\n",
"2 VILLA CRESPO ALMAGRO 128\n",
"3 SAN NICOLAS PALERMO 101\n",
"4 RECOLETA RETIRO 112"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import pandas as pd\n",
"import brunel\n",
"url = 'https://raw.githubusercontent.com/aaizemberg/vis/gh-pages/bataxi/desde_hasta_m100.tsv'\n",
"barrios = pd.read_csv( url , sep='\\t')\n",
"barrios.head(5)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<!--\n",
" ~ Copyright (c) 2015 IBM Corporation and others.\n",
" ~\n",
" ~ Licensed under the Apache License, Version 2.0 (the \"License\");\n",
" ~ You may not use this file except in compliance with the License.\n",
" ~ You may obtain a copy of the License at\n",
" ~\n",
" ~ http://www.apache.org/licenses/LICENSE-2.0\n",
" ~\n",
" ~ Unless required by applicable law or agreed to in writing, software\n",
" ~ distributed under the License is distributed on an \"AS IS\" BASIS,\n",
" ~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
" ~ See the License for the specific language governing permissions and\n",
" ~ limitations under the License.\n",
" -->\n",
"\n",
"\n",
"<link rel=\"stylesheet\" type=\"text/css\" href=\"/data/jupyter2/static-file-content-delivery-network/nbextensions/brunel_ext/brunel.2.3.css\">\n",
"<link rel=\"stylesheet\" type=\"text/css\" href=\"/data/jupyter2/static-file-content-delivery-network/nbextensions/brunel_ext/sumoselect.css\">\n",
"\n",
"<style>\n",
" \n",
"</style>\n",
"\n",
"<div id=\"controlsid2370b606-1beb-11e8-b013-360c827e6e8d\" class=\"brunel\"/>\n",
"<svg id=\"visid2370b3c2-1beb-11e8-b013-360c827e6e8d\" width=\"500\" height=\"400\"></svg>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/javascript": [
"/*\n",
" * Copyright (c) 2015 IBM Corporation and others.\n",
" *\n",
" * Licensed under the Apache License, Version 2.0 (the \"License\");\n",
" * You may not use this file except in compliance with the License.\n",
" * You may obtain a copy of the License at\n",
" *\n",
" * http://www.apache.org/licenses/LICENSE-2.0\n",
" *\n",
" * Unless required by applicable law or agreed to in writing, software\n",
" * distributed under the License is distributed on an \"AS IS\" BASIS,\n",
" * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
" * See the License for the specific language governing permissions and\n",
" * limitations under the License.\n",
" */\n",
"\n",
"require.config({\n",
" waitSeconds: 60,\n",
" paths: {\n",
" 'd3': '//cdnjs.cloudflare.com/ajax/libs/d3/4.2.1/d3.min',\n",
" 'topojson': '//cdnjs.cloudflare.com/ajax/libs/topojson/1.6.20/topojson.min',\n",
" 'brunel' : '/data/jupyter2/static-file-content-delivery-network/nbextensions/brunel_ext/brunel.2.3.min',\n",
" 'brunelControls' : '/data/jupyter2/static-file-content-delivery-network/nbextensions/brunel_ext/brunel.controls.2.3.min'\n",
" },\n",
" shim: {\n",
" 'brunel' : {\n",
" exports: 'BrunelD3',\n",
" deps: ['d3', 'topojson'],\n",
" init: function() {\n",
" return {\n",
" BrunelD3 : BrunelD3,\n",
" BrunelData : BrunelData\n",
" }\n",
" }\n",
" },\n",
" 'brunelControls' : {\n",
" exports: 'BrunelEventHandlers',\n",
" init: function() {\n",
" return {\n",
" BrunelEventHandlers: BrunelEventHandlers,\n",
" BrunelJQueryControlFactory: BrunelJQueryControlFactory\n",
" }\n",
" }\n",
" }\n",
"\n",
" }\n",
"\n",
"});\n",
"\n",
"require([\"d3\"], function(d3) {\n",
" require([\"brunel\", \"brunelControls\"], function(brunel, brunelControls) {\n",
" function BrunelVis(visId) {\n",
" \"use strict\"; // strict mode\n",
" var datasets = [], // array of datasets for the original data\n",
" pre = function(d, i) { return d }, // default pre-process does nothing\n",
" post = function(d, i) { return d }, // default post-process does nothing\n",
" transitionTime = 200, // transition time for animations\n",
" charts = [], // the charts in the system\n",
" vis = d3.select('#' + visId).attr('class', 'brunel'); // the SVG container\n",
"\n",
" BrunelD3.addDefinitions(vis); // ensure standard symbols present\n",
"\n",
" // Define chart #1 in the visualization //////////////////////////////////////////////////////////\n",
"\n",
" charts[0] = function(parentNode, filterRows) {\n",
" var geom = BrunelD3.geometry(parentNode || vis.node(), 0, 0, 1, 1, 0, 0, 0, 115),\n",
" elements = []; // array of elements in this chart\n",
"\n",
" // Define groups for the chart parts ///////////////////////////////////////////////////////////\n",
"\n",
" var chart = vis.append('g').attr('class', 'chart1')\n",
" .attr('transform','translate(' + geom.chart_left + ',' + geom.chart_top + ')');\n",
" var overlay = chart.append('g').attr('class', 'element').attr('class', 'overlay');\n",
" var zoom = d3.zoom().scaleExtent([1/3,3]);\n",
" var zoomNode = overlay.append('rect').attr('class', 'overlay')\n",
" .attr('x', geom.inner_left).attr('y', geom.inner_top)\n",
" .attr('width', geom.inner_rawWidth).attr('height', geom.inner_rawHeight)\n",
" .style('cursor', 'default')\n",
" .node();\n",
" zoomNode.__zoom = d3.zoomIdentity;\n",
" chart.append('rect').attr('class', 'background').attr('width', geom.chart_right-geom.chart_left).attr('height', geom.chart_bottom-geom.chart_top);\n",
" var interior = chart.append('g').attr('class', 'interior zoomNone')\n",
" .attr('transform','translate(' + geom.inner_left + ',' + geom.inner_top + ')')\n",
" .attr('clip-path', 'url(#clip_visid2370b3c2-1beb-11e8-b013-360c827e6e8d_chart1_inner)');\n",
" interior.append('rect').attr('class', 'inner').attr('width', geom.inner_width).attr('height', geom.inner_height);\n",
" var gridGroup = interior.append('g').attr('class', 'grid');\n",
" var legends = chart.append('g').attr('class', 'legend')\n",
" .attr('transform','translate(' + (geom.chart_right-geom.chart_left - 3) + ',' + 0 + ')');\n",
" vis.append('clipPath').attr('id', 'clip_visid2370b3c2-1beb-11e8-b013-360c827e6e8d_chart1_inner').append('rect')\n",
" .attr('x', 0).attr('y', 0)\n",
" .attr('width', geom.inner_rawWidth+1).attr('height', geom.inner_rawHeight+1);\n",
" var scale_x = d3.scaleLinear(), scale_y = d3.scaleLinear();\n",
" var base_scales = [scale_x, scale_y]; // untransformed original scales\n",
" zoom.on('zoom', function(t, time) {\n",
" t = t || d3.event.transform;\n",
" zoomNode.__zoom = t;\n",
" interior.attr('class', 'interior ' + BrunelD3.zoomLabel(t.k));;\n",
" build(time || -1);\n",
" });\n",
"\n",
" // Define element #1 ///////////////////////////////////////////////////////////////////////////\n",
"\n",
" elements[0] = function() {\n",
" var original, processed, // data sets passed in and then transformed\n",
" element, data, // brunel element information and brunel data\n",
" selection, merged; // d3 selection and merged selection\n",
" var elementGroup = interior.append('g').attr('class', 'element1')\n",
" .attr('transform','translate(' + geom.inner_width/2 + ',' + geom.inner_height/2 + ')'),\n",
" main = elementGroup.append('g').attr('class', 'main'),\n",
" labels = BrunelD3.undoTransform(elementGroup.append('g').attr('class', 'labels').attr('aria-hidden', 'true'), elementGroup),\n",
" diagramExtras = elementGroup.append('g').attr('class', 'extras');\n",
"\n",
" function makeData() {\n",
" original = datasets[0];\n",
" if (filterRows) original = original.retainRows(filterRows);\n",
" processed = pre(original, 0);\n",
" processed = post(processed, 0);\n",
" var f0 = processed.field('source'),\n",
" f1 = processed.field('target'),\n",
" f2 = processed.field('value'),\n",
" f3 = processed.field('#row'),\n",
" f4 = processed.field('#selection');\n",
" var keyFunc = function(d) { return f0.value(d)+ '|' + f1.value(d) };\n",
" data = {\n",
" source: function(d) { return f0.value(d.row) },\n",
" target: function(d) { return f1.value(d.row) },\n",
" value: function(d) { return f2.value(d.row) },\n",
" $row: function(d) { return f3.value(d.row) },\n",
" $selection: function(d) { return f4.value(d.row) },\n",
" source_f: function(d) { return f0.valueFormatted(d.row) },\n",
" target_f: function(d) { return f1.valueFormatted(d.row) },\n",
" value_f: function(d) { return f2.valueFormatted(d.row) },\n",
" $row_f: function(d) { return f3.valueFormatted(d.row) },\n",
" $selection_f: function(d) { return f4.valueFormatted(d.row) },\n",
" _split: function(d) { return f0.value(d.row)+ '|' + f2.value(d.row) },\n",
" _key: keyFunc,\n",
" _rows: BrunelD3.makeRowsWithKeys(keyFunc, processed.rowCount())\n",
" };\n",
" }\n",
" // Aesthetic Functions\n",
" var scale_color = d3.scaleOrdinal()\n",
" .domain(['ALMAGRO', 'BALVANERA', 'BELGRANO', 'CABALLITO', 'COLEGIALES', 'PALERMO', 'RECOLETA', 'SAN NICOLAS', 'VILLA CRESPO', 'VILLA URQUIZA'])\n",
" .range([ '#00538A', '#C10020', '#F4C800', '#007D34', '#803E75', '#FF6800', \n",
" '#817066', '#FFB300', '#F6768E', '#93AA00', '#53377A', '#FF8E00', '#B32851', \n",
" '#CEA262', '#FF7A5C', '#7F180D', '#593315', '#F13A13', '#232C16']);\n",
" var color = function(d) { return scale_color(data.source(d)) };\n",
" var scale_size = d3.scaleLinear().domain([0, 709.00007])\n",
" .range([ 0.001, 1]);\n",
" var size = function(d) { return scale_size(data.value(d)) };\n",
" legends._legend = legends._legend || { title: ['Source'], \n",
" ticks: scale_color.domain()};\n",
" legends._legend.color = scale_color;\n",
"\n",
" // Build element from data ///////////////////////////////////////////////////////////////////\n",
"\n",
" function build(transitionMillis) {\n",
" element = elements[0];\n",
" // Define chord data structures using Brunel's enhanced chord diagram builder\n",
" var chords = BrunelData.diagram_Chord.make(processed,'source', 'target', \n",
" 'value');\n",
" var arc_width = 9.6; // width of exterior arc\n",
" function keyFunction(d) { return d.source.index + '|' + d.target.index };// special key function for the edges\n",
" var R = scale_x(geom.inner_radius)-scale_x(0), svgTrans = 'translate(' + scale_x(0) + ',' + scale_y(0) + ')';\n",
" main.attr('class', 'diagram chord');\n",
"\n",
" // Define selection entry operations\n",
" function initialState(selection) {\n",
" selection\n",
" .attr('class', 'element edge filled')\n",
" }\n",
"\n",
" // Define selection update operations on merged data\n",
" function updateState(selection) {\n",
" selection\n",
" .attr('d', d3.ribbon().radius(R-arc_width))\n",
" .attr('class', 'element edge')\n",
" .attr('transform', svgTrans)\n",
" .filter(BrunelD3.hasData) // following only performed for data items\n",
" .style('fill', color)\n",
"\n",
" // Add in the arcs on the outside for the groups\n",
" diagramExtras.attr('class', 'diagram chord arcs');\n",
" var arcGroup = diagramExtras.selectAll('g').data(chords.groups),\n",
" addedArcGroups = arcGroup.enter().append('g'),\n",
" arcPath = d3.arc().innerRadius(R - arc_width).outerRadius(R);\n",
" addedArcGroups.append('path').attr('class', 'box')\n",
" .attr('id', function(d, i) { return 'arc' + i; });\n",
" addedArcGroups.append('text').attr('class', 'label')\n",
" .attr('dy', arc_width*0.72).attr('class', 'label')\n",
" .append('textPath').attr('xlink:href', function(d, i) { return '#arc' + i });\n",
" var mergedArcGroups = addedArcGroups.merge(arcGroup);\n",
" BrunelD3.tween(mergedArcGroups, transitionMillis, function(d, i) { \n",
" var group = d3.select(this);\n",
" group.attr('transform', svgTrans);\n",
" return function() {\n",
" group.select('path').attr('d', arcPath(d));\n",
" group.select('textPath').text(d.name);\n",
" BrunelD3.centerInWedge(group.select('text'), arc_width);\n",
" }\n",
" });\n",
"\n",
" BrunelD3.transition(arcGroup.exit(), transitionMillis/3)\n",
" .style('opacity', 0.5).each( function() {\n",
" this.remove(); BrunelD3.removeLabels(this); \n",
" });\n",
" ;\n",
" }\n",
"\n",
" // Define labeling for the selection\n",
" function label(selection, transitionMillis) {\n",
"\n",
" var tooltipLabeling = {\n",
" index: -1, method: 'poly', location: ['center', 'center'], inside: true, align: 'middle', pad: 0, dy: 0.3,\n",
" fit: true, granularity: 0,\n",
" content: function(d) {\n",
" return d.row == null ? null : '<span class=\"title\">Source: </span>'\n",
"\t\t\t+ '<span class=\"field\">' + data.source_f(d) + '</span>'\n",
"\t\t\t+ '<br/>'\n",
"\t\t\t+ '<span class=\"title\">Target: </span>'\n",
"\t\t\t+ '<span class=\"field\">' + data.target_f(d) + '</span>'\n",
"\t\t\t+ '<br/>'\n",
"\t\t\t+ '<span class=\"title\">Value: </span>'\n",
"\t\t\t+ '<span class=\"field\">' + data.value_f(d) + '</span>'\n",
" }\n",
" };\n",
" BrunelD3.addTooltip(selection, tooltipLabeling, geom);\n",
" }\n",
" // Create selections, set the initial state and transition updates\n",
" selection = main.selectAll('.element').data(chords.chords, function(d) { return d.source.index + '|' + d.target.index });\n",
" var added = selection.enter().append('path');\n",
" merged = selection.merge(added);\n",
" initialState(added);\n",
" selection.filter(BrunelD3.hasData)\n",
" .classed('selected', BrunelD3.isSelected(data))\n",
" .filter(BrunelD3.isSelected(data)).raise();\n",
" updateState(BrunelD3.transition(merged, transitionMillis));\n",
" label(merged, transitionMillis);\n",
"\n",
" BrunelD3.transition(selection.exit(), transitionMillis/3)\n",
" .style('opacity', 0.5).each( function() {\n",
" this.remove(); BrunelD3.removeLabels(this); \n",
" });\n",
" }\n",
"\n",
" return {\n",
" data: function() { return processed },\n",
" original: function() { return original },\n",
" internal: function() { return data },\n",
" selection: function() { return merged },\n",
" makeData: makeData,\n",
" build: build,\n",
" chart: function() { return charts[0] },\n",
" group: function() { return elementGroup },\n",
" fields: {\n",
" x: ['source'],\n",
" y: ['target'],\n",
" key: ['source', 'target'],\n",
" color: ['source'],\n",
" size: ['value']\n",
" }\n",
" };\n",
" }();\n",
"\n",
" function build(time, noData) {\n",
" var first = elements[0].data() == null;\n",
" if (first) time = 0; // no transition for first call\n",
" if ((first || time > -1) && !noData) {\n",
" elements[0].makeData();\n",
" BrunelD3.addLegend(legends, legends._legend);\n",
" }\n",
" elements[0].build(time);\n",
" }\n",
"\n",
" // Expose the following components of the chart\n",
" return {\n",
" elements : elements,\n",
" interior : interior,\n",
" zoom: function(params, time) {\n",
" if (params) zoom.on('zoom').call(zoomNode, params, time);\n",
" return d3.zoomTransform(zoomNode);\n",
" },\n",
" build : build\n",
" };\n",
" }();\n",
"\n",
" function setData(rowData, i) { datasets[i||0] = BrunelD3.makeData(rowData) }\n",
" function updateAll(time) { charts.forEach(function(x) {x.build(time || 0)}) }\n",
" function buildAll() {\n",
" for (var i=0;i<arguments.length;i++) setData(arguments[i], i);\n",
" updateAll(transitionTime);\n",
" }\n",
"\n",
" return {\n",
" dataPreProcess: function(f) { if (f) pre = f; return pre },\n",
" dataPostProcess: function(f) { if (f) post = f; return post },\n",
" data: function(d,i) { if (d) setData(d,i); return datasets[i||0] },\n",
" visId: visId,\n",
" build: buildAll,\n",
" rebuild: updateAll,\n",
" charts: charts\n",
" }\n",
"}\n",
"\n",
"// Data Tables /////////////////////////////////////////////////////////////////////////////////////\n",
"\n",
"var table1 = {\n",
" summarized: false,\n",
" names: ['source', 'target', 'value'], \n",
" options: ['string', 'string', 'numeric'], \n",
" rows: [['VILLA URQUIZA', 'VILLA URQUIZA', 128], ['VILLA CRESPO', 'PALERMO', 174],\n",
" ['VILLA CRESPO', 'ALMAGRO', 128], ['SAN NICOLAS', 'PALERMO', 101], ['RECOLETA', 'RETIRO', 112],\n",
" ['PALERMO', 'RETIRO', 104], ['PALERMO', 'PALERMO', 709], ['PALERMO', 'CABALLITO', 146],\n",
" ['PALERMO', 'BELGRANO', 126], ['PALERMO', 'BALVANERA', 106], ['PALERMO', 'ALMAGRO', 117],\n",
" ['COLEGIALES', 'PALERMO', 127], ['CABALLITO', 'FLORES', 108], ['CABALLITO', 'CABALLITO', 201],\n",
" ['CABALLITO', 'ALMAGRO', 113], ['BELGRANO', 'PALERMO', 175], ['BELGRANO', 'BELGRANO', 122],\n",
" ['BALVANERA', 'SAN NICOLAS', 139], ['BALVANERA', 'RECOLETA', 117], ['BALVANERA', 'PALERMO', 134],\n",
" ['BALVANERA', 'BALVANERA', 139], ['ALMAGRO', 'PALERMO', 184], ['ALMAGRO', 'CABALLITO', 110]]\n",
"};\n",
"\n",
"// Call Code to Build the system ///////////////////////////////////////////////////////////////////\n",
"\n",
"var v = new BrunelVis('visid2370b3c2-1beb-11e8-b013-360c827e6e8d');\n",
"v.build(table1);\n",
"\n",
" });\n",
"});"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%brunel data('barrios') chord x(source) y(target) size(value) color(source) tooltip(#all)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>id</th>\n",
" <th>monto_contrato</th>\n",
" <th>area_responsable</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>34</td>\n",
" <td>3183200000</td>\n",
" <td>Ministerio De Desarrollo Urbano Y Transporte</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>42</td>\n",
" <td>2227408083</td>\n",
" <td>Ministerio De Desarrollo Urbano Y Transporte</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>43</td>\n",
" <td>2136614835</td>\n",
" <td>Ministerio De Desarrollo Urbano Y Transporte</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>33</td>\n",
" <td>1640500000</td>\n",
" <td>Ministerio De Desarrollo Urbano Y Transporte</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>67</td>\n",
" <td>1585394079</td>\n",
" <td>Ministerio De Desarrollo Urbano Y Transporte</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" id monto_contrato area_responsable\n",
"0 34 3183200000 Ministerio De Desarrollo Urbano Y Transporte\n",
"1 42 2227408083 Ministerio De Desarrollo Urbano Y Transporte\n",
"2 43 2136614835 Ministerio De Desarrollo Urbano Y Transporte\n",
"3 33 1640500000 Ministerio De Desarrollo Urbano Y Transporte\n",
"4 67 1585394079 Ministerio De Desarrollo Urbano Y Transporte"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"url = 'https://raw.githubusercontent.com/aaizemberg/vis/gh-pages/obras/datos.tsv'\n",
"obras = pd.read_csv( url , sep='\\t')\n",
"obras.head(5)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<!--\n",
" ~ Copyright (c) 2015 IBM Corporation and others.\n",
" ~\n",
" ~ Licensed under the Apache License, Version 2.0 (the \"License\");\n",
" ~ You may not use this file except in compliance with the License.\n",
" ~ You may obtain a copy of the License at\n",
" ~\n",
" ~ http://www.apache.org/licenses/LICENSE-2.0\n",
" ~\n",
" ~ Unless required by applicable law or agreed to in writing, software\n",
" ~ distributed under the License is distributed on an \"AS IS\" BASIS,\n",
" ~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
" ~ See the License for the specific language governing permissions and\n",
" ~ limitations under the License.\n",
" -->\n",
"\n",
"\n",
"<link rel=\"stylesheet\" type=\"text/css\" href=\"/data/jupyter2/static-file-content-delivery-network/nbextensions/brunel_ext/brunel.2.3.css\">\n",
"<link rel=\"stylesheet\" type=\"text/css\" href=\"/data/jupyter2/static-file-content-delivery-network/nbextensions/brunel_ext/sumoselect.css\">\n",
"\n",
"<style>\n",
" \n",
"</style>\n",
"\n",
"<div id=\"controlsid238bcab8-1beb-11e8-b013-360c827e6e8d\" class=\"brunel\"/>\n",
"<svg id=\"visid238bc8a6-1beb-11e8-b013-360c827e6e8d\" width=\"1100\" height=\"400\"></svg>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/javascript": [
"/*\n",
" * Copyright (c) 2015 IBM Corporation and others.\n",
" *\n",
" * Licensed under the Apache License, Version 2.0 (the \"License\");\n",
" * You may not use this file except in compliance with the License.\n",
" * You may obtain a copy of the License at\n",
" *\n",
" * http://www.apache.org/licenses/LICENSE-2.0\n",
" *\n",
" * Unless required by applicable law or agreed to in writing, software\n",
" * distributed under the License is distributed on an \"AS IS\" BASIS,\n",
" * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
" * See the License for the specific language governing permissions and\n",
" * limitations under the License.\n",
" */\n",
"\n",
"require.config({\n",
" waitSeconds: 60,\n",
" paths: {\n",
" 'd3': '//cdnjs.cloudflare.com/ajax/libs/d3/4.2.1/d3.min',\n",
" 'topojson': '//cdnjs.cloudflare.com/ajax/libs/topojson/1.6.20/topojson.min',\n",
" 'brunel' : '/data/jupyter2/static-file-content-delivery-network/nbextensions/brunel_ext/brunel.2.3.min',\n",
" 'brunelControls' : '/data/jupyter2/static-file-content-delivery-network/nbextensions/brunel_ext/brunel.controls.2.3.min'\n",
" },\n",
" shim: {\n",
" 'brunel' : {\n",
" exports: 'BrunelD3',\n",
" deps: ['d3', 'topojson'],\n",
" init: function() {\n",
" return {\n",
" BrunelD3 : BrunelD3,\n",
" BrunelData : BrunelData\n",
" }\n",
" }\n",
" },\n",
" 'brunelControls' : {\n",
" exports: 'BrunelEventHandlers',\n",
" init: function() {\n",
" return {\n",
" BrunelEventHandlers: BrunelEventHandlers,\n",
" BrunelJQueryControlFactory: BrunelJQueryControlFactory\n",
" }\n",
" }\n",
" }\n",
"\n",
" }\n",
"\n",
"});\n",
"\n",
"require([\"d3\"], function(d3) {\n",
" require([\"brunel\", \"brunelControls\"], function(brunel, brunelControls) {\n",
" function BrunelVis(visId) {\n",
" \"use strict\"; // strict mode\n",
" var datasets = [], // array of datasets for the original data\n",
" pre = function(d, i) { return d }, // default pre-process does nothing\n",
" post = function(d, i) { return d }, // default post-process does nothing\n",
" transitionTime = 200, // transition time for animations\n",
" charts = [], // the charts in the system\n",
" vis = d3.select('#' + visId).attr('class', 'brunel'); // the SVG container\n",
"\n",
" BrunelD3.addDefinitions(vis); // ensure standard symbols present\n",
"\n",
" // Define chart #1 in the visualization //////////////////////////////////////////////////////////\n",
"\n",
" charts[0] = function(parentNode, filterRows) {\n",
" var geom = BrunelD3.geometry(parentNode || vis.node(), 0, 0, 1, 1, 0, 0, 0, 330),\n",
" elements = []; // array of elements in this chart\n",
"\n",
" // Define groups for the chart parts ///////////////////////////////////////////////////////////\n",
"\n",
" var chart = vis.append('g').attr('class', 'chart1')\n",
" .attr('transform','translate(' + geom.chart_left + ',' + geom.chart_top + ')');\n",
" var overlay = chart.append('g').attr('class', 'element').attr('class', 'overlay');\n",
" var zoom = d3.zoom().scaleExtent([1/3,3]);\n",
" var zoomNode = overlay.append('rect').attr('class', 'overlay')\n",
" .attr('x', geom.inner_left).attr('y', geom.inner_top)\n",
" .attr('width', geom.inner_rawWidth).attr('height', geom.inner_rawHeight)\n",
" .style('cursor', 'default')\n",
" .node();\n",
" zoomNode.__zoom = d3.zoomIdentity;\n",
" chart.append('rect').attr('class', 'background').attr('width', geom.chart_right-geom.chart_left).attr('height', geom.chart_bottom-geom.chart_top);\n",
" var interior = chart.append('g').attr('class', 'interior zoomNone')\n",
" .attr('transform','translate(' + geom.inner_left + ',' + geom.inner_top + ')')\n",
" .attr('clip-path', 'url(#clip_visid238bc8a6-1beb-11e8-b013-360c827e6e8d_chart1_inner)');\n",
" interior.append('rect').attr('class', 'inner').attr('width', geom.inner_width).attr('height', geom.inner_height);\n",
" var gridGroup = interior.append('g').attr('class', 'grid');\n",
" var legends = chart.append('g').attr('class', 'legend')\n",
" .attr('transform','translate(' + (geom.chart_right-geom.chart_left - 3) + ',' + 0 + ')');\n",
" vis.append('clipPath').attr('id', 'clip_visid238bc8a6-1beb-11e8-b013-360c827e6e8d_chart1_inner').append('rect')\n",
" .attr('x', 0).attr('y', 0)\n",
" .attr('width', geom.inner_rawWidth+1).attr('height', geom.inner_rawHeight+1);\n",
" var tree, expandState = [], collapseState = {}; // collapse state maps node IDs to true/false\n",
" var scale_x = d3.scaleLinear(), scale_y = d3.scaleLinear();\n",
" var base_scales = [scale_x, scale_y]; // untransformed original scales\n",
" zoom.on('zoom', function(t, time) {\n",
" t = t || d3.event.transform;\n",
" zoomNode.__zoom = t;\n",
" interior.attr('class', 'interior ' + BrunelD3.zoomLabel(t.k));;\n",
" build(time || -1);\n",
" });\n",
"\n",
" // Define element #1 ///////////////////////////////////////////////////////////////////////////\n",
"\n",
" elements[0] = function() {\n",
" var original, processed, // data sets passed in and then transformed\n",
" element, data, // brunel element information and brunel data\n",
" selection, merged; // d3 selection and merged selection\n",
" var elementGroup = interior.append('g').attr('class', 'element1'),\n",
" main = elementGroup.append('g').attr('class', 'main'),\n",
" labels = BrunelD3.undoTransform(elementGroup.append('g').attr('class', 'labels').attr('aria-hidden', 'true'), elementGroup),\n",
" diagramLabels = BrunelD3.undoTransform(elementGroup.append('g').attr('class', 'diagram labels').attr('aria-hidden', 'true'), elementGroup);\n",
"\n",
" function makeData() {\n",
" original = datasets[0];\n",
" if (filterRows) original = original.retainRows(filterRows);\n",
" processed = pre(original, 0);\n",
" processed = post(processed, 0);\n",
" var f0 = processed.field('area_responsable'),\n",
" f1 = processed.field('monto_contrato'),\n",
" f2 = processed.field('#row'),\n",
" f3 = processed.field('#selection');\n",
" var keyFunc = function(d) { return f2.value(d) };\n",
" data = {\n",
" area_responsable:function(d) { return f0.value(d.row) },\n",
" monto_contrato:function(d) { return f1.value(d.row) },\n",
" $row: function(d) { return f2.value(d.row) },\n",
" $selection: function(d) { return f3.value(d.row) },\n",
" area_responsable_f:function(d) { return f0.valueFormatted(d.row) },\n",
" monto_contrato_f:function(d) { return f1.valueFormatted(d.row) },\n",
" $row_f: function(d) { return f2.valueFormatted(d.row) },\n",
" $selection_f: function(d) { return f3.valueFormatted(d.row) },\n",
" _split: function(d) { return f0.value(d.row)+ '|' + f1.value(d.row) },\n",
" _key: keyFunc,\n",
" _rows: BrunelD3.makeRowsWithKeys(keyFunc, processed.rowCount())\n",
" };\n",
" }\n",
" // Aesthetic Functions\n",
" var scale_color = d3.scaleOrdinal()\n",
" .domain(['Corporación Buenos Aires Sur', 'Instituto De La Vivienda (Ivc)', 'Ministerio De Ambiente Y Espacio Público', 'Ministerio De Cultura', 'Ministerio De Desarrollo Humano Y Hábitat', 'Ministerio De Desarrollo Urbano Y Transporte', 'Ministerio De Educación', 'Ministerio De Modernización, Innovación Y Tecnología', 'Ministerio De Salud', 'Subsecretaría De Gestión Comunal'])\n",
" .range([ '#347DAD', '#D43F58', '#F7D84A', '#31A461', '#A66A9C', '#FF954D', \n",
" '#A7978E', '#FFCA4D', '#F99EAF', '#B1C43B', '#7E64A2', '#FFB04D', '#CA5C7C', \n",
" '#DDBC8C', '#FFA28D', '#A5473D', '#8B6141', '#F57357', '#5C6B46']);\n",
" var color = function(d) { return scale_color(data.area_responsable(d.data)) };\n",
" var scale_size = d3.scaleLinear().domain([1, 3.183e9])\n",
" .range([ 0.001, 1]);\n",
" var size = function(d) { return scale_size(data.monto_contrato(d.data)) };\n",
" legends._legend = legends._legend || { title: ['Area Responsable'], \n",
" ticks: scale_color.domain()};\n",
" legends._legend.color = scale_color;\n",
"\n",
" // Build element from data ///////////////////////////////////////////////////////////////////\n",
"\n",
" function build(transitionMillis) {\n",
" element = elements[0];\n",
" // Define treemap (hierarchy) data structures\n",
" var first = (!tree), graph = BrunelData.diagram_Hierarchical.makeByNestingFields(processed, 'monto_contrato', 'area_responsable');\n",
" var targetNode = graph.root;\n",
" tree = d3.hierarchy(targetNode).sum(function(d) { return d.value });\n",
" BrunelD3.prune(tree, collapseState, true);\n",
" function nodeKey(d) { return d.data.key == null ? data._key(d.data.row) : d.data.key };\n",
" var treemap = d3.treemap().tile(d3.treemapResquarify)\n",
" .size([geom.inner_width, geom.inner_height])\n",
" .padding(function(d) { return d.depth < 3 ? 2*d.depth : 0} )\n",
" .paddingTop(function(d) { return d.depth ==1 ? 15 : (d.depth == 2) ? 12 : 0});\n",
" main.attr('class', 'diagram treemap hierarchy');\n",
"\n",
" // Define selection entry operations\n",
" function initialState(selection) {\n",
" selection\n",
" .attr('class', 'element polygon filled')\n",
" .filter(function(d) { return d.parent })\n",
" .attr('x', function(d) { return scale_x((d.parent.x0+d.parent.x1)/2) })\n",
" .attr('y', function(d) { return scale_y((d.parent.y0+d.parent.y1)/2) })\n",
" .attr('width', 0).attr('height', 0)\n",
" }\n",
"\n",
" // Define selection update operations on merged data\n",
" function updateState(selection) {\n",
" selection\n",
" .attr('class', function(d) { return (d.collapsed ? 'collapsed ' : '') + (d.data.children ? 'element L' + d.depth : 'leaf element bar') })\n",
" .attr('x', function(d) { return scale_x(d.x0) })\n",
" .attr('y', function(d) { return scale_y(d.y0) })\n",
" .attr('width', function(d) { return scale_x(d.x1) - scale_x(d.x0) })\n",
" .attr('height', function(d) { return scale_y(d.y1) - scale_y(d.y0) })\n",
" .filter(BrunelD3.hasData) // following only performed for data items\n",
" .style('fill', color);\n",
" }\n",
"\n",
" // Define labeling for the selection\n",
" function label(selection, transitionMillis) {\n",
"\n",
" var tooltipLabeling = {\n",
" index: -1, method: 'box', location: ['center', 'top'], inside: true, align: 'middle', pad: 0, dy: 0.7,\n",
" fit: true, granularity: 0,\n",
" content: function(d) {\n",
" return d.row == null ? null : '<span class=\"title\">Area Responsable: </span>'\n",
"\t\t\t+ '<span class=\"field\">' + data.area_responsable_f(d) + '</span>'\n",
"\t\t\t+ '<br/>'\n",
"\t\t\t+ '<span class=\"title\">Monto Contrato: </span>'\n",
"\t\t\t+ '<span class=\"field\">' + data.monto_contrato_f(d) + '</span>'\n",
" }\n",
" };\n",
" BrunelD3.addTooltip(selection, tooltipLabeling, geom);\n",
" diagramLabels.attr('class', 'axis diagram treemap hierarchy');\n",
" var treeLabeling = [{ index:0, method:'inner-left', fit:true, dy:0.83, align:'start', \n",
" content: function(d) { return d.data.innerNodeName },\n",
" cssClass: function(d) { return 'axis label L' + d.depth + ' H' + d.height }, \n",
" where : function(box) { return {'x': box.x + 2, 'y': box.y, 'box': box} }\n",
" }];\n",
" BrunelD3.label(selection.filter(function(d) {return d.data.key}), diagramLabels, transitionMillis, geom, treeLabeling);\n",
" }\n",
" // Create selections, set the initial state and transition updates\n",
" selection = main.selectAll('.element').data(treemap(tree).descendants(), nodeKey);\n",
" var added = selection.enter().append('rect');\n",
" merged = selection.merge(added);\n",
" initialState(added);\n",
" selection.filter(BrunelD3.hasData)\n",
" .classed('selected', BrunelD3.isSelected(data))\n",
" .filter(BrunelD3.isSelected(data)).raise();\n",
" updateState(BrunelD3.transition(merged, transitionMillis));\n",
" label(merged, transitionMillis);\n",
"\n",
" BrunelD3.transition(selection.exit(), transitionMillis/3)\n",
" .style('opacity', 0.5).each( function() {\n",
" this.remove(); BrunelD3.removeLabels(this); \n",
" });\n",
" merged // attach handlers to the element\n",
" .on('dblclick.collapse', function(d) {if (d.data.children) {collapseState[d.data.key] = !collapseState[d.data.key]; charts[0].build(500)} });\n",
" }\n",
"\n",
" return {\n",
" data: function() { return processed },\n",
" original: function() { return original },\n",
" internal: function() { return data },\n",
" selection: function() { return merged },\n",
" makeData: makeData,\n",
" build: build,\n",
" chart: function() { return charts[0] },\n",
" group: function() { return elementGroup },\n",
" fields: {\n",
" x: ['area_responsable'],\n",
" key: ['#row'],\n",
" color: ['area_responsable'],\n",
" size: ['monto_contrato']\n",
" }\n",
" };\n",
" }();\n",
"\n",
" function build(time, noData) {\n",
" var first = elements[0].data() == null;\n",
" if (first) time = 0; // no transition for first call\n",
" if ((first || time > -1) && !noData) {\n",
" elements[0].makeData();\n",
" BrunelD3.addLegend(legends, legends._legend);\n",
" }\n",
" elements[0].build(time);\n",
" }\n",
"\n",
" // Expose the following components of the chart\n",
" return {\n",
" elements : elements,\n",
" interior : interior,\n",
" zoom: function(params, time) {\n",
" if (params) zoom.on('zoom').call(zoomNode, params, time);\n",
" return d3.zoomTransform(zoomNode);\n",
" },\n",
" build : build\n",
" };\n",
" }();\n",
"\n",
" function setData(rowData, i) { datasets[i||0] = BrunelD3.makeData(rowData) }\n",
" function updateAll(time) { charts.forEach(function(x) {x.build(time || 0)}) }\n",
" function buildAll() {\n",
" for (var i=0;i<arguments.length;i++) setData(arguments[i], i);\n",
" updateAll(transitionTime);\n",
" }\n",
"\n",
" return {\n",
" dataPreProcess: function(f) { if (f) pre = f; return pre },\n",
" dataPostProcess: function(f) { if (f) post = f; return post },\n",
" data: function(d,i) { if (d) setData(d,i); return datasets[i||0] },\n",
" visId: visId,\n",
" build: buildAll,\n",
" rebuild: updateAll,\n",
" charts: charts\n",
" }\n",
"}\n",
"\n",
"// Data Tables /////////////////////////////////////////////////////////////////////////////////////\n",
"\n",
"var table1 = {\n",
" summarized: false,\n",
" names: ['area_responsable', 'monto_contrato'], \n",
" options: ['list', 'numeric'], \n",
" rows: [['Ministerio De Desarrollo Urbano Y Transporte', 3.183e9],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 2.227e9],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 2.137e9],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.641e9],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.585e9],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.547e9],\n",
" ['Instituto De La Vivienda (Ivc)', 1.223e9], ['Instituto De La Vivienda (Ivc)', 1.025e9],\n",
" ['Instituto De La Vivienda (Ivc)', 7.725e8], ['Instituto De La Vivienda (Ivc)', 6.903e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 5.081e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 3.137e8], ['Ministerio De Salud', 2.967e8],\n",
" ['Instituto De La Vivienda (Ivc)', 2.947e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 2.834e8],\n",
" ['Ministerio De Ambiente Y Espacio Público', 2.765e8],\n",
" ['Ministerio De Ambiente Y Espacio Público', 2.51e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 2.295e8],\n",
" ['Instituto De La Vivienda (Ivc)', 2.289e8], ['Instituto De La Vivienda (Ivc)', 2.177e8],\n",
" ['Instituto De La Vivienda (Ivc)', 2.175e8], ['Instituto De La Vivienda (Ivc)', 2.106e8],\n",
" ['Instituto De La Vivienda (Ivc)', 2.015e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.95e8],\n",
" ['Instituto De La Vivienda (Ivc)', 1.856e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.792e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.746e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.744e8], ['Ministerio De Educación', 1.696e8],\n",
" ['Ministerio De Educación', 1.688e8], ['Ministerio De Desarrollo Urbano Y Transporte', 1.686e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.665e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.633e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.61e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.608e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.549e8],\n",
" ['Instituto De La Vivienda (Ivc)', 1.532e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.488e8],\n",
" ['Instituto De La Vivienda (Ivc)', 1.432e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.399e8], ['Ministerio De Salud', 1.38e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.378e8], ['Ministerio De Salud', 1.355e8],\n",
" ['Ministerio De Desarrollo Humano Y Hábitat', 1.342e8],\n",
" ['Instituto De La Vivienda (Ivc)', 1.321e8], ['Ministerio De Educación', 1.256e8],\n",
" ['Instituto De La Vivienda (Ivc)', 1.237e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.237e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.2e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.195e8],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 1.169e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.143e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.134e8],\n",
" ['Ministerio De Ambiente Y Espacio Público', 1.12e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.12e8], ['Ministerio De Salud', 1.052e8],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1.036e8], ['Ministerio De Salud', 1.03e8],\n",
" ['Ministerio De Salud', 1.029e8], ['Ministerio De Desarrollo Urbano Y Transporte', 98174265],\n",
" ['Ministerio De Educación', 91288256], ['Ministerio De Educación', 89538867],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 86226253],\n",
" ['Ministerio De Ambiente Y Espacio Público', 85010704], ['Ministerio De Salud', 84798501],\n",
" ['Instituto De La Vivienda (Ivc)', 84025000], ['Instituto De La Vivienda (Ivc)', 83509547],\n",
" ['Ministerio De Salud', 82179167], ['Ministerio De Desarrollo Urbano Y Transporte', 75368613],\n",
" ['Ministerio De Desarrollo Humano Y Hábitat', 74801899],\n",
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" ['Ministerio De Educación', 1573000], ['Ministerio De Ambiente Y Espacio Público', 1534678],\n",
" ['Corporación Buenos Aires Sur', 1528495], ['Ministerio De Educación', 1498959],\n",
" ['Ministerio De Educación', 1495632], ['Ministerio De Educación', 1493450],\n",
" ['Corporación Buenos Aires Sur', 1485973], ['Ministerio De Educación', 1484859],\n",
" ['Subsecretaría De Gestión Comunal', 1477190], ['Corporación Buenos Aires Sur', 1467448],\n",
" ['Corporación Buenos Aires Sur', 1460667], ['Subsecretaría De Gestión Comunal', 1458602],\n",
" ['Subsecretaría De Gestión Comunal', 1452016], ['Corporación Buenos Aires Sur', 1436125],\n",
" ['Corporación Buenos Aires Sur', 1411966], ['Subsecretaría De Gestión Comunal', 1408272],\n",
" ['Ministerio De Educación', 1390972], ['Ministerio De Educación', 1369534],\n",
" ['Corporación Buenos Aires Sur', 1366669], ['Corporación Buenos Aires Sur', 1349397],\n",
" ['Ministerio De Educación', 1338602], ['Corporación Buenos Aires Sur', 1299141],\n",
" ['Ministerio De Desarrollo Humano Y Hábitat', 1295968], ['Ministerio De Salud', 1284062],\n",
" ['Corporación Buenos Aires Sur', 1283329], ['Corporación Buenos Aires Sur', 1283329],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 1282982],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1276501],\n",
" ['Corporación Buenos Aires Sur', 1273708], ['Subsecretaría De Gestión Comunal', 1248000],\n",
" ['Ministerio De Educación', 1243828],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 1243000],\n",
" ['Ministerio De Salud', 1231889], ['Ministerio De Educación', 1191991],\n",
" ['Ministerio De Educación', 1176216], ['Ministerio De Educación', 1132387],\n",
" ['Corporación Buenos Aires Sur', 1119649], ['Corporación Buenos Aires Sur', 1115236],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 1109724],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 1106885], ['Ministerio De Educación', 1106680],\n",
" ['Ministerio De Salud', 1103965], ['Ministerio De Ambiente Y Espacio Público', 1100000],\n",
" ['Corporación Buenos Aires Sur', 1093413], ['Ministerio De Educación', 1062622],\n",
" ['Ministerio De Educación', 1036524], ['Corporación Buenos Aires Sur', 1016896],\n",
" ['Ministerio De Educación', 1015751], ['Corporación Buenos Aires Sur', 1011801],\n",
" ['Ministerio De Desarrollo Humano Y Hábitat', 1000000], ['Corporación Buenos Aires Sur', 994435],\n",
" ['Ministerio De Educación', 989750], ['Ministerio De Salud', 985752],\n",
" ['Ministerio De Cultura', 978750], ['Ministerio De Salud', 955126],\n",
" ['Corporación Buenos Aires Sur', 950170], ['Corporación Buenos Aires Sur', 937131],\n",
" ['Corporación Buenos Aires Sur', 931469], ['Corporación Buenos Aires Sur', 928987],\n",
" ['Ministerio De Salud', 924967], ['Ministerio De Modernización, Innovación Y Tecnología', 916817],\n",
" ['Corporación Buenos Aires Sur', 901584], ['Ministerio De Educación', 901100],\n",
" ['Corporación Buenos Aires Sur', 899466], ['Corporación Buenos Aires Sur', 883917],\n",
" ['Ministerio De Educación', 883167], ['Ministerio De Educación', 883167],\n",
" ['Corporación Buenos Aires Sur', 840030], ['Ministerio De Salud', 834229],\n",
" ['Ministerio De Educación', 829219], ['Ministerio De Educación', 823125],\n",
" ['Corporación Buenos Aires Sur', 820006], ['Corporación Buenos Aires Sur', 792212],\n",
" ['Ministerio De Educación', 776730], ['Corporación Buenos Aires Sur', 773279],\n",
" ['Corporación Buenos Aires Sur', 763546], ['Ministerio De Educación', 762905],\n",
" ['Ministerio De Desarrollo Urbano Y Transporte', 756353],\n",
" ['Subsecretaría De Gestión Comunal', 755686], ['Corporación Buenos Aires Sur', 755445],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 753065],\n",
" ['Corporación Buenos Aires Sur', 749302], ['Ministerio De Salud', 742690],\n",
" ['Ministerio De Cultura', 739347], ['Ministerio De Educación', 728807],\n",
" ['Ministerio De Educación', 712437], ['Ministerio De Educación', 710606],\n",
" ['Ministerio De Educación', 695486], ['Ministerio De Educación', 695486],\n",
" ['Ministerio De Educación', 688681], ['Ministerio De Educación', 688681],\n",
" ['Ministerio De Salud', 640667], ['Ministerio De Educación', 624752],\n",
" ['Corporación Buenos Aires Sur', 623000], ['Corporación Buenos Aires Sur', 622514],\n",
" ['Ministerio De Educación', 621780], ['Corporación Buenos Aires Sur', 617280],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 610907],\n",
" ['Corporación Buenos Aires Sur', 601511], ['Ministerio De Salud', 593236],\n",
" ['Ministerio De Educación', 589409],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 583820],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 576399],\n",
" ['Ministerio De Educación', 574615], ['Ministerio De Cultura', 547000],\n",
" ['Ministerio De Educación', 532955], ['Corporación Buenos Aires Sur', 527187],\n",
" ['Ministerio De Educación', 525150], ['Ministerio De Educación', 516130],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 510200],\n",
" ['Ministerio De Educación', 508696], ['Corporación Buenos Aires Sur', 495696],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 479329],\n",
" ['Corporación Buenos Aires Sur', 472003], ['Corporación Buenos Aires Sur', 470875],\n",
" ['Ministerio De Educación', 449321], ['Ministerio De Educación', 446922],\n",
" ['Ministerio De Educación', 444129], ['Corporación Buenos Aires Sur', 422723],\n",
" ['Ministerio De Salud', 397672], ['Ministerio De Cultura', 395997],\n",
" ['Corporación Buenos Aires Sur', 380268], ['Corporación Buenos Aires Sur', 375210],\n",
" ['Corporación Buenos Aires Sur', 375121], ['Corporación Buenos Aires Sur', 372173],\n",
" ['Ministerio De Educación', 360499], ['Ministerio De Educación', 357597],\n",
" ['Corporación Buenos Aires Sur', 356879], ['Corporación Buenos Aires Sur', 351364],\n",
" ['Ministerio De Salud', 350000], ['Corporación Buenos Aires Sur', 346471],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 345000],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 335000],\n",
" ['Corporación Buenos Aires Sur', 315201], ['Ministerio De Educación', 315118],\n",
" ['Corporación Buenos Aires Sur', 313912],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 305388],\n",
" ['Ministerio De Educación', 304241], ['Corporación Buenos Aires Sur', 292677],\n",
" ['Corporación Buenos Aires Sur', 285872], ['Corporación Buenos Aires Sur', 254512],\n",
" ['Corporación Buenos Aires Sur', 244427], ['Ministerio De Educación', 238398],\n",
" ['Ministerio De Desarrollo Humano Y Hábitat', 228350], ['Corporación Buenos Aires Sur', 227617],\n",
" ['Ministerio De Modernización, Innovación Y Tecnología', 210000],\n",
" ['Ministerio De Educación', 208937], ['Ministerio De Educación', 201654],\n",
" ['Ministerio De Educación', 201654], ['Ministerio De Educación', 178799],\n",
" ['Ministerio De Educación', 174274], ['Ministerio De Educación', 160446],\n",
" ['Ministerio De Educación', 149556], ['Ministerio De Educación', 145564],\n",
" ['Ministerio De Educación', 132465], ['Ministerio De Educación', 126511],\n",
" ['Corporación Buenos Aires Sur', 110918], ['Corporación Buenos Aires Sur', 104574],\n",
" ['Corporación Buenos Aires Sur', 103735], ['Ministerio De Educación', 95359],\n",
" ['Ministerio De Educación', 92787], ['Corporación Buenos Aires Sur', 79880],\n",
" ['Corporación Buenos Aires Sur', 79880], ['Corporación Buenos Aires Sur', 72934],\n",
" ['Corporación Buenos Aires Sur', 56103], ['Ministerio De Educación', 47514]]\n",
"};\n",
"\n",
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"\n",
"var v = new BrunelVis('visid238bc8a6-1beb-11e8-b013-360c827e6e8d');\n",
"v.build(table1);\n",
"\n",
" });\n",
"});"
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