SK: Regional Elections 2017

85633769.geojson

README.md

Slovak Regional Elections 2017

Municipalities colored by the winning candidate:

SK: https://bl.ocks.org/michalskop/raw/13a7e9f1bdf03b0faa7c0b1d5bcbc838/

EN: https://bl.ocks.org/michalskop/raw/13a7e9f1bdf03b0faa7c0b1d5bcbc838/index_en.html

Voters' turnout:

SK: https://bl.ocks.org/michalskop/raw/13a7e9f1bdf03b0faa7c0b1d5bcbc838/turnout.html

common parameters (optional)

• wheel if wheel=1, zoom using the mouse wheel is enabled immediately (advice: do not use for embedding)
• zoom default zoom
• maxdomain highest number of peopla
• maxrange size of bubble in px for maxdomain

Example: https://bl.ocks.org/michalskop/raw/13a7e9f1bdf03b0faa7c0b1d5bcbc838/turnout.html?wheel=1

Pictures:

https://bl.ocks.org/michalskop/raw/13a7e9f1bdf03b0faa7c0b1d5bcbc838/winners.png

https://bl.ocks.org/michalskop/raw/13a7e9f1bdf03b0faa7c0b1d5bcbc838/winners_en.png

https://bl.ocks.org/michalskop/raw/13a7e9f1bdf03b0faa7c0b1d5bcbc838/turnout.png

Analysis flow

1. file tab06d from https://www.volbysr.sk/sk/download.html cut as source.csv
2. prepare_data.py -> source_reordered.csv, actors.csv
3. manually adjust BA and KE in source_reordered.csv
4. add geocodes geocode.py -> municipalities.csv
5. adjust actors.csv manually (colors)
6. adjust index.html and index_en.html
7. file turnout.csv manually from https://www.volbysr.sk/sk/download.html
8. adjust tunout.html

actors.csv

ba2016.csv

ba_reordered.csv

d3.tip.js

// d3.tip
// Copyright (c) 2013 Justin Palmer
//
// Tooltips for d3.js SVG visualizations

(function (root, factory) {
  if (typeof define === 'function' && define.amd) {
    // AMD. Register as an anonymous module with d3 as a dependency.
    define(['d3'], factory)
  } else if (typeof module === 'object' && module.exports) {
    // CommonJS
    module.exports = function(d3) {
      d3.tip = factory(d3)
      return d3.tip
    }
  } else {
    // Browser global.
    root.d3.tip = factory(root.d3)
  }
}(this, function (d3) {

  // Public - contructs a new tooltip
  //
  // Returns a tip
  return function() {
    var direction = d3_tip_direction,
        offset    = d3_tip_offset,
        html      = d3_tip_html,
        node      = initNode(),
        svg       = null,
        point     = null,
        target    = null

    function tip(vis) {
      svg = getSVGNode(vis)
      point = svg.createSVGPoint()
      document.body.appendChild(node)
    }

    // Public - show the tooltip on the screen
    //
    // Returns a tip
    tip.show = function() {
      var args = Array.prototype.slice.call(arguments)
      if(args[args.length - 1] instanceof SVGElement) target = args.pop()

      var content = html.apply(this, args),
          poffset = offset.apply(this, args),
          dir     = direction.apply(this, args),
          nodel   = getNodeEl(),
          i       = directions.length,
          coords,
          scrollTop  = document.documentElement.scrollTop || document.body.scrollTop,
          scrollLeft = document.documentElement.scrollLeft || document.body.scrollLeft

      nodel.html(content)
        .style({ opacity: 1, 'pointer-events': 'all' })

      while(i--) nodel.classed(directions[i], false)
      coords = direction_callbacks.get(dir).apply(this)
      nodel.classed(dir, true).style({
        top: (coords.top +  poffset[0]) + scrollTop + 'px',
        left: (coords.left + poffset[1]) + scrollLeft + 'px'
      })

      return tip
    }

    // Public - hide the tooltip
    //
    // Returns a tip
    tip.hide = function() {
      var nodel = getNodeEl()
      nodel.style({ opacity: 0, 'pointer-events': 'none' })
      return tip
    }

    // Public: Proxy attr calls to the d3 tip container.  Sets or gets attribute value.
    //
    // n - name of the attribute
    // v - value of the attribute
    //
    // Returns tip or attribute value
    tip.attr = function(n, v) {
      if (arguments.length < 2 && typeof n === 'string') {
        return getNodeEl().attr(n)
      } else {
        var args =  Array.prototype.slice.call(arguments)
        d3.selection.prototype.attr.apply(getNodeEl(), args)
      }

      return tip
    }

    // Public: Proxy style calls to the d3 tip container.  Sets or gets a style value.
    //
    // n - name of the property
    // v - value of the property
    //
    // Returns tip or style property value
    tip.style = function(n, v) {
      if (arguments.length < 2 && typeof n === 'string') {
        return getNodeEl().style(n)
      } else {
        var args =  Array.prototype.slice.call(arguments)
        d3.selection.prototype.style.apply(getNodeEl(), args)
      }

      return tip
    }

    // Public: Set or get the direction of the tooltip
    //
    // v - One of n(north), s(south), e(east), or w(west), nw(northwest),
    //     sw(southwest), ne(northeast) or se(southeast)
    //
    // Returns tip or direction
    tip.direction = function(v) {
      if (!arguments.length) return direction
      direction = v == null ? v : d3.functor(v)

      return tip
    }

    // Public: Sets or gets the offset of the tip
    //
    // v - Array of [x, y] offset
    //
    // Returns offset or
    tip.offset = function(v) {
      if (!arguments.length) return offset
      offset = v == null ? v : d3.functor(v)

      return tip
    }

    // Public: sets or gets the html value of the tooltip
    //
    // v - String value of the tip
    //
    // Returns html value or tip
    tip.html = function(v) {
      if (!arguments.length) return html
      html = v == null ? v : d3.functor(v)

      return tip
    }

    // Public: destroys the tooltip and removes it from the DOM
    //
    // Returns a tip
    tip.destroy = function() {
      if(node) {
        getNodeEl().remove();
        node = null;
      }
      return tip;
    }

    function d3_tip_direction() { return 'n' }
    function d3_tip_offset() { return [0, 0] }
    function d3_tip_html() { return ' ' }

    var direction_callbacks = d3.map({
      n:  direction_n,
      s:  direction_s,
      e:  direction_e,
      w:  direction_w,
      nw: direction_nw,
      ne: direction_ne,
      sw: direction_sw,
      se: direction_se
    }),

    directions = direction_callbacks.keys()

    function direction_n() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.n.y - node.offsetHeight,
        left: bbox.n.x - node.offsetWidth / 2
      }
    }

    function direction_s() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.s.y,
        left: bbox.s.x - node.offsetWidth / 2
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    }

    function direction_e() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.e.y - node.offsetHeight / 2,
        left: bbox.e.x
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    }

    function direction_w() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.w.y - node.offsetHeight / 2,
        left: bbox.w.x - node.offsetWidth
      }
    }

    function direction_nw() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.nw.y - node.offsetHeight,
        left: bbox.nw.x - node.offsetWidth
      }
    }

    function direction_ne() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.ne.y - node.offsetHeight,
        left: bbox.ne.x
      }
    }

    function direction_sw() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.sw.y,
        left: bbox.sw.x - node.offsetWidth
      }
    }

    function direction_se() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.se.y,
        left: bbox.e.x
      }
    }

    function initNode() {
      var node = d3.select(document.createElement('div'))
      node.style({
        position: 'absolute',
        top: 0,
        opacity: 0,
        'pointer-events': 'none',
        'box-sizing': 'border-box'
      })

      return node.node()
    }

    function getSVGNode(el) {
      el = el.node()
      if(el.tagName.toLowerCase() === 'svg')
        return el

      return el.ownerSVGElement
    }

    function getNodeEl() {
      if(node === null) {
        node = initNode();
        // re-add node to DOM
        document.body.appendChild(node);
      };
      return d3.select(node);
    }

    // Private - gets the screen coordinates of a shape
    //
    // Given a shape on the screen, will return an SVGPoint for the directions
    // n(north), s(south), e(east), w(west), ne(northeast), se(southeast), nw(northwest),
    // sw(southwest).
    //
    //    +-+-+
    //    |   |
    //    +   +
    //    |   |
    //    +-+-+
    //
    // Returns an Object {n, s, e, w, nw, sw, ne, se}
    function getScreenBBox() {
      var targetel   = target || d3.event.target;

      while ('undefined' === typeof targetel.getScreenCTM && 'undefined' === targetel.parentNode) {
          targetel = targetel.parentNode;
      }

      var bbox       = {},
          matrix     = targetel.getScreenCTM(),
          tbbox      = targetel.getBBox(),
          width      = tbbox.width,
          height     = tbbox.height,
          x          = tbbox.x,
          y          = tbbox.y

      point.x = x
      point.y = y
      bbox.nw = point.matrixTransform(matrix)
      point.x += width
      bbox.ne = point.matrixTransform(matrix)
      point.y += height
      bbox.se = point.matrixTransform(matrix)
      point.x -= width
      bbox.sw = point.matrixTransform(matrix)
      point.y -= height / 2
      bbox.w  = point.matrixTransform(matrix)
      point.x += width
      bbox.e = point.matrixTransform(matrix)
      point.x -= width / 2
      point.y -= height / 2
      bbox.n = point.matrixTransform(matrix)
      point.y += height
      bbox.s = point.matrixTransform(matrix)

      return bbox
    }

    return tip
  };

}));

geocodes.py

# get geocodes from older files, geocode the rest
import csv
import requests
import time

older = {}
with open("municipalities2016.csv") as fin:
    dr = csv.DictReader(fin)
    for row in dr:
        older[row['id']] = row

newer = {}
url = "http://nominatim.openstreetmap.org/search"
headers = {
    "user-agent": "Python Requests Slovak Elections"
}
with open("source_reordered.csv") as fin:
    dr = csv.DictReader(fin)
    for row in dr:
        newer[row['muni_id']] = row
        try:
            newer[row['muni_id']]['latitude'] = older[row['muni_id']]['latitude']
            newer[row['muni_id']]['longitude'] = older[row['muni_id']]['longitude']
        except Exception:
            print(row['muni_id'])
            time.sleep(1)
            params = {
                "country": "Slovakia",
                "format": "json",
                "accept-language": "en",
                "city": row['municipality'],
                "county": row['region']
            }
            r = requests.get(url, params=params, headers=headers)
            try:
                print(row['muni_id'], r.json()[0]['lat'], r.json()[0]['lon'])
                newer[row['muni_id']]['latitude'] = r.json()[0]['lat']
                newer[row['muni_id']]['longitude'] = r.json()[0]['lon']
            except Exception:
                print(row['muni_id'])

# manually
# newer['556891']['latitude'] = 50.7353
# newer['556891']['longitude'] = 15.1002
# newer['999997']['latitude'] = 0
# newer['999997']['longitude'] = 0

header = ["region_id", "region", "subregion_id", "subregion", "id", "municipality", "latitude", "longitude", "population", "Jozef Šváč", "Jozef Mihalčin", "Miroslav Škvarek", "Eduard Markovič", "Milan Majerský", "František Bednár", "Milan Šteiner", "Pavol Gašper", "Ján Garaj", "Andrej Gmitter", "František Oľha", "Peter Chudík", "Ján Struk", "Lukáš Sisák", "Karol Pataky", "Róbert Bačinský", "Jozef Bobík", "Oliver Petrík", "Rudolf Botka", "Jozef Červeňák", "Štefan Surmánek", "Rastislav Trnka", "Richard Raši", "Adam Šepetka", "Jaroslav Džunko", "Jarmila Tkáčová", "Vladislav Stanko", "Iván Farkas", "Milan Belica", "László Hajdu", "Renáta Kolenčíková", "Milan Uhrík", "Ján Greššo", "Ján Marko", "Peter Oremus", "Jaroslav Cehlárik", "Jozef Viskupič", "Tibor Mikuš", "Konrád Rigó", "József Berényi", "Márius Novák", "Lukáš Parízek", "Andrej Trnovec", "Rastislav Blaško", "Daniel Krajcer", "Ľubomír Kolárik", "Pavol Frešo", "Natália Hanulíková", "Jozef Uhler", "Ľubomír Huďo", "Milan Ftáčnik", "Juraj Droba", "Martin Jakubec", "Jozef Danko", "Rudolf Kusý", "Milan Lopašovský", "Jalal Suleiman", "Ján Mrva", "Marián Leinerovič", "Jaroslav Baška", "Igor Valko", "Štefan Škultéty", "Nora Pániková", "Renáta Kaščáková", "Petra Hajšelová", "Ferdinand Vavrík", "Kristián Hoffmann", "Stanislav Pirošík", "Marián Murín", "Peter Cibulka", "Anton Martvoň", "Ján Mikolaj", "Erika Jurinová", "Peter Sagan", "Juraj Blanár", "Ivan Saktor", "Zdenek Očovan", "Stanislav Mičev", "Miroslav Gálik", "Michal Kantor", "Jozef Sásik", "Igor Kašper", "Ján Lunter", "Pavel Greksa", "Martin Klus", "Marian Kotleba", "Martin Juhaniak", "Alena Pivovarčiová", "Vojtech Kökény", "Milan Urbáni", "Viliam Baňák", "Jozef Šimko"]
with open("municipalities.csv", "w") as fout:
    dw = csv.DictWriter(fout, header)
    dw.writeheader()
    for k in newer:
        newer[k]['id'] = newer[k]['muni_id']
        del(newer[k]['muni_id'])
        dw.writerow(newer[k])


# manually join Pardubice and Ústí in municipalities !!!

index.html

<!DOCTYPE html>
<html lang="en">
    <head>
        <meta charset="utf-8">
        <meta http-equiv="X-UA-Compatible" content="IE=edge">
        <meta name="viewport" content="width=device-width, initial-scale=1.0">
        <meta name="author" content="Michal Škop, KohoVolit.eu">

        <link rel="stylesheet" href="//cdn.bootcss.com/bootswatch/3.3.6/readable/bootstrap.min.css">
        <link rel="stylesheet" href="//cdn.bootcss.com/leaflet/0.7.7/leaflet.css" />

        <script src="//cdn.bootcss.com/leaflet/0.7.7/leaflet.js"></script>
        <script src="//cdn.bootcss.com/d3/3.5.16/d3.min.js"></script>
        <script src="///cdn.bootcss.com/jquery/2.2.1/jquery.min.js"></script>
        <script src="//cdn.bootcss.com/bootstrap/3.3.6/js/bootstrap.min.js"></script>
        <script src="d3.tip.js"></script>

        <style type="text/css">
            .leaflet-tile-pane {
                opacity: .4
            }
            .leaflet-container {
                background-color: #fff;
            }
            html, body{
                width: 100%;
                height: 100%;
                /*margin: 0;
                padding: 0;*/
        	}
            #map {
                width: 100%;
                height: 92%;
            }
            circle {
                /*fill: #040;
                stroke: #040;*/
                cursor: pointer;
                fill-opacity: 0.8;
                /*stroke-opacity: 1;*/
                /*stroke-width: 4;*/
            }
            circle:hover {
                stroke-opacity: 1;
            }

            .bubbles {
                width: 100000px;
                height: 100000px;
            }

            /* this is because of Bootstrap - very important! */
            svg:not(:root) {
                overflow: visible;
            }

            /* D3 tips */
            .d3-tip {
                line-height: 1.5;
                /*font-weight: bold;*/
                padding: 12px;
                background: rgba(0, 0, 0, 0.8);
                color: #fff;
                border-radius: 2px;
            }
            .d3-tip small {
                font-size: 0.5em;
            }
            /* Style northward tooltips differently */
            .d3-tip.n:after {
                margin: -1px 0 0 0;
                top: 100%;
                left: 0;
            }
            .d3-tip-number {
                text-align: right;
                padding-left: 1em;
            }
            .stronger {
                color: yellow;
                font-weight: bold;
            }
            /*overwrite bootstrap*/
            .navbar {
                margin-bottom: 0;
            }
            @media (max-width: 750px) {
                .computer {
                    display: none;
                }
            }
            @media (min-width: 750px) {
                .mobile {
                    display: none;
                }
            }
            .top {
                width: 100vw;
                padding: 10px;
                color: white;
                margin: 0;
                /*font-size: 3em;*/
                /*background-color: #fed201;*/
            }


        </style>

    <body>
        <h1 class="text-center top bg-primary">
            SLOVENSKO VÚC 2017: VÍŤAZNÍ KANDIDÁTI
        </h1>


        <div id="map"></div>

        <div class="alert alert-info" id="legend" style="position:absolute;top:100px;">
            <span style="color:white">Veľkosť bubliny~počet voličov</span><br />
            <span style="color:white">Víťazný kandidát:<br />
                <span>
                <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#00568f"></svg> KDH<br />
                <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#c4122f"></svg> SMER-SD<br />
                <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#b2c800"></svg> OĽaNO<br />
                <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#a6ce39"></svg> SaS<br />
                <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#397c49"></svg> SMK-MKP<br />
                <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#f58025"></svg> MOST-HÍD<br />
                <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#008000"></svg> ĽSNS<br />
                <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#ff002b"></svg> Ján Lunter<br />
                <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#444444"></svg> Ďalší nezávislí<br />
                </span>
            </small>
        </div>

<script type="text/javascript">
    // parameters:
    if (getUrlParameter('wheel'))
        var wheelZoom = getUrlParameter('wheel');
    else
        var wheelZoom = true;

    if (getUrlParameter('maxrange'))
        if (isNumeric(getUrlParameter('maxrange')))
            var maxrange = getUrlParameter('maxrange');
        else
            var maxrange = 55;
    else
        var maxrange = 55;
    if (getUrlParameter('zoom'))
        if (isNumeric(getUrlParameter('zoom')))
            var defaultzoom = getUrlParameter('zoom');
        else
            var defaultzoom = 8;
    else
        var defaultzoom = 8;
    var defaultposition = [48.55,19.467773]
    var csvm = "municipalities.csv"
    var csva = "actors.csv"
    var parties = ["Jozef Šváč", "Jozef Mihalčin", "Miroslav Škvarek", "Eduard Markovič", "Milan Majerský", "František Bednár", "Milan Šteiner", "Pavol Gašper", "Ján Garaj", "Andrej Gmitter", "František Oľha", "Peter Chudík", "Ján Struk", "Lukáš Sisák", "Karol Pataky", "Róbert Bačinský", "Jozef Bobík", "Oliver Petrík", "Rudolf Botka", "Jozef Červeňák", "Štefan Surmánek", "Rastislav Trnka", "Richard Raši", "Adam Šepetka", "Jaroslav Džunko", "Jarmila Tkáčová", "Vladislav Stanko", "Iván Farkas", "Milan Belica", "László Hajdu", "Renáta Kolenčíková", "Milan Uhrík", "Ján Greššo", "Ján Marko", "Peter Oremus", "Jaroslav Cehlárik", "Jozef Viskupič", "Tibor Mikuš", "Konrád Rigó", "József Berényi", "Márius Novák", "Lukáš Parízek", "Andrej Trnovec", "Rastislav Blaško", "Daniel Krajcer", "Ľubomír Kolárik", "Pavol Frešo", "Natália Hanulíková", "Jozef Uhler", "Ľubomír Huďo", "Milan Ftáčnik", "Juraj Droba", "Martin Jakubec", "Jozef Danko", "Rudolf Kusý", "Milan Lopašovský", "Jalal Suleiman", "Ján Mrva", "Marián Leinerovič", "Jaroslav Baška", "Igor Valko", "Štefan Škultéty", "Nora Pániková", "Renáta Kaščáková", "Petra Hajšelová", "Ferdinand Vavrík", "Kristián Hoffmann", "Stanislav Pirošík", "Marián Murín", "Peter Cibulka", "Anton Martvoň", "Ján Mikolaj", "Erika Jurinová", "Peter Sagan", "Juraj Blanár", "Ivan Saktor", "Zdenek Očovan", "Stanislav Mičev", "Miroslav Gálik", "Michal Kantor", "Jozef Sásik", "Igor Kašper", "Ján Lunter", "Pavel Greksa", "Martin Klus", "Marian Kotleba", "Martin Juhaniak", "Alena Pivovarčiová", "Vojtech Kökény", "Milan Urbáni", "Viliam Baňák", "Jozef Šimko"]

    // Create the map


    // credits: https://github.com/turban/Leaflet.Mask
    L.Mask = L.Polygon.extend({
    	options: {
    		stroke: false,
    		color: '#333',
    		fillOpacity: 0.3,
    		clickable: true,

    		outerBounds: new L.LatLngBounds([-90, -360], [90, 360])
    	},

    	initialize: function (latLngs, options) {

             var outerBoundsLatLngs = [
    			this.options.outerBounds.getSouthWest(),
    			this.options.outerBounds.getNorthWest(),
    			this.options.outerBounds.getNorthEast(),
    			this.options.outerBounds.getSouthEast()
    		];
            L.Polygon.prototype.initialize.call(this, [outerBoundsLatLngs, latLngs], options);
    	},

    });
    L.mask = function (latLngs, options) {
    	return new L.Mask(latLngs, options);
    };
        // https://whosonfirst.mapzen.com/spelunker/id/85633259/#8/42.564/20.902
        // http://jsfiddle.net/FranceImage/1yaqtx9u/
    var cz = {
        "type": "FeatureCollection",
        "features":[
            {
                "id": 85633105,
                 "type": "Feature",
                 "properties": {},
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            }
        ]
    }
    // transform geojson coordinates into an array of L.LatLng
    var coordinates = cz.features[0].geometry.coordinates[0];
    var latLngs = [];
    for (i=0; i<coordinates.length; i++) {
        latLngs.push(new L.LatLng(coordinates[i][1], coordinates[i][0]));
    }

    var map = L.map('map', {'zoomControl':false, scrollWheelZoom: wheelZoom}).setView(defaultposition, defaultzoom);
    map.on('click', function() {
      if (map.scrollWheelZoom.enabled()) {
        map.scrollWheelZoom.disable();
        }
        else {
        map.scrollWheelZoom.enable();
        }
      });
    // add an OpenStreetMap tile layer
    // also see http://wiki.openstreetmap.org/wiki/Tiles
    L.tileLayer('http://{s}.www.toolserver.org/tiles/bw-mapnik/{z}/{x}/{y}.png', {
        attribution: 'CC-BY Michal Škop | &copy; <a href="http://osm.org/copyright">OpenStreetMap</a> contributors | Štatistický úrad SR'
    }).addTo(map);
    L.mask(latLngs).addTo(map);
    L.control.zoom({"position":"topright"}).addTo(map);

    //svg
    var svg = d3.select(map.getPanes().overlayPane).append("svg").attr("class", "bubbles");

    /* Initialize tooltip */
    var tip = changetooltip();

    /* Invoke the tip in the context of your visualization */
    svg.call(tip);

    // Add tooltip div
    var div = d3.select("body").append("div")
        .attr("class", "tooltip")
        .style("opacity", 1e-6);

    //visualization
    d3.csv(csvm, function(geos) {
        d3.csv(csva, function(actorsar) {

            geos.sort(function(a, b) {
                return parseFloat(b.population) - parseFloat(a.population);
            });

            //reorder votes
            var votes = {};
            for(i=0;i<geos.length;i++) {

                if (typeof(votes[geos[i]['id']]) == 'undefined') {
                    votes[geos[i]['id']] = {
                        'population': parseInt(geos[i]['population']),
                        'n': []
                    }
                }
                for (var k in parties) {
                    var p = parties[k];
                    if (geos[i][p] == '')
                        var v = 0
                    else {
                        var v = parseInt(geos[i][p]);
                    }
                    votes[geos[i]['id']]['n'].push({'n': v, 'name': p})
                }
                // sort
                votes[geos[i]['id']]['n'].sort(function(a, b) {
                    return parseFloat(b.n) - parseFloat(a.n);
                });
                // v = parseInt(votesar[i]['votes']);
                // votes[votesar[i]['municipality_id']]['population'] += v;
                // votes[votesar[i]['municipality_id']]['n'].push({'n': v, 'id': votesar[i]['actor_id']})
            }

            //max population
            maxpopulation = 0
            for (var k in votes) {
                if ((typeof(votes[k].population) != 'undefined') && (votes[k].population > maxpopulation))
                    maxpopulation = votes[k].population;
            }
            if (getUrlParameter('maxdomain'))
                if (isNumeric(getUrlParameter('maxdomain')))
                    var maxdomain = getUrlParameter('maxdomain');
                else
                    var maxdomain = maxpopulation;
            else
                var maxdomain = maxpopulation;

            //scale
            var radiusScale = d3.scale.sqrt().domain([0, maxdomain]).range([0, maxrange]);

            //mapping
            actors = toObjectWithAbbr(actorsar);
            nodes = geos
                .map(function(d) {
                    var mpoint = projectPoint(d.latitude,d.longitude);
                    if (typeof(votes[d.id]) != 'undefined')
                        var r = radiusScale(votes[d.id].population);
                    else
                        var r = 0;
                    return {
                        x: mpoint.x,
                        y: mpoint.y,
                        r: r,
                        name: d.municipality,
                        value: d,  //including whole d ?
                        actors: votes[d.id]
                    }
                });

                //adding circles
                var circle = svg.selectAll("svg")
                    .data(nodes)
                    .enter().append("svg:svg")
                    .append("svg:circle")
                    .attr("class","bubble")
                    .attr("cx", function (d) {return d.x})
                    .attr("cy", function (d) {return d.y})
                    .attr("r", function (d) {
                        return d.r
                    })
                    .attr("fill", function (d) {
                        if ((typeof(d.actors) != 'undefined') && (typeof(actors[d.actors.n[0].name]) != 'undefined')) {
                            if (typeof(actors[d.actors.n[0].name].color) == 'undefined') return '#ccf'; else return actors[d.actors.n[0].name].color;
                        } else {
                            return '#ccf';
                        }
                    })
                    .attr("stroke",function (d) {return actors[d.actors.n[0].name].color;})
                    .on("mouseover", tip.show)
                    .on("mouseout", tip.hide)
                    .on("click", tip.show);

                //on zoom or map movement, http://leafletjs.com/reference.html#events
                map.on("viewreset", changeit);
                map.on("moveend", changeit);
                //map.on("move", hidepoints);   //not needed
                map.on("zoomstart", hidepoints);
                $(".bubbles").show(100);

        });
    });

    //helper function matrix to values
    function matrixVal(s) {
        return s.split('(')[1].split(')')[0].split(',');
    }

    //hide points
    function hidepoints() {
        $(".bubbles").hide();
    }

    // adjust points after map change (zoom, move)
    function changeit() {
        //Chromium/Chrome does not support well changes, so:
        var s = $(".leaflet-map-pane").css("-webkit-transform");  //chromium, opera
        if (typeof(s) == 'undefined')
        var s = $(".leaflet-map-pane").css("transform");  //ff
        var sar = matrixVal(s);

        //if towns in svg: (not used if it is div)
        $(".bubbles").css('left',-1*parseFloat(sar[4]));
        $(".bubbles").css('top',-1*parseFloat(sar[5]));

        d3.selectAll(".bubble").each(function(d,i) {
        //set correct x,y
            mpoint = projectPoint(d.value.latitude,d.value.longitude,d.value.id);
            $(this)
                .attr("r",
                d.r * Math.pow(map.getZoom(),5) / Math.pow(defaultzoom,5)	//power of 3 to show the results better in small scale
            )
            /*.attr("stroke-width",
            Math.abs(radiusScale(d.value.population.p9)-radiusScale(d.value.population.p6)) * Math.pow(map.getZoom(),3) / 729	//power of 3 to show the results better in small scale
            )*/
            .attr("cx", mpoint.x)
            .attr("cy", mpoint.y);

            //Reposition the SVG to cover the features.
            //note: if towns is div, next lines are needed; if it is svg, it is different:
            $(this).attr('transform',"translate(" + sar[4] + "," + sar[5] + ")");
            /*$(this).parent().css('left',-1*parseFloat(sar[4]));
            $(this).parent().css('top',-1*parseFloat(sar[5]));*/


        });
        $(".bubbles").show(300);

    }

    //tooltip
    function changetooltip() {
      tip = d3.tip().attr('class', 'd3-tip').html(function(d) {
        html = '<span class="stronger">' + d.name + "</span><br>";
        if (typeof(d.actors.n) != 'undefined') {
          html += "<table>"
          $.each(d.actors.n, function(i,v) {

              if (i < 5) {
                  html += "<tr><td><strong>" + actors[v.name].name + '</strong><td class="d3-tip-number"> <strong>' + Math.round(1000*parseInt(v.n)/parseInt(d.actors.population))/10 +"% " +  " </strong><td class='d3-tip-number'> " + parseInt(v.n).toLocaleString();
              }
          });
          html += "</table>"
        }
        /*if (typeof(d.value.description) != 'undefined') {
          html += d.value.description;
        }*/
        /*else
          html += 'Ešte nie je rozhodnuté';*/

        return html;
      });
      return tip;
    }

    // Use Leaflet to implement a D3 geometric transformation.
    function projectPoint(x, y, id) {
        var point = map.latLngToLayerPoint(new L.LatLng(x, y));
        if (!isNumeric(point.x)) alert(id);
        return point;
    }

    // helper function
    function toObjectWithAbbr(arr) {
      var rv = {};
      for (var i = 0; i < arr.length; ++i)
        rv[arr[i]['name']] = arr[i];
      return rv;
    }

    // helper function in debugging
    function isNumeric(n) {
      return !isNaN(parseFloat(n)) && isFinite(n);
    }

    //helper function for default values
    function getUrlParameter(sParam) {
        var sPageURL = decodeURIComponent(window.location.search.substring(1)),
            sURLVariables = sPageURL.split('&'),
            sParameterName,
            i;

        for (i = 0; i < sURLVariables.length; i++) {
            sParameterName = sURLVariables[i].split('=');

            if (sParameterName[0] === sParam) {
                return sParameterName[1] === undefined ? true : sParameterName[1];
            }
        }
    };
</script>
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index_en.html

<!DOCTYPE html>
<html lang="en">
    <head>
        <meta charset="utf-8">
        <meta http-equiv="X-UA-Compatible" content="IE=edge">
        <meta name="viewport" content="width=device-width, initial-scale=1.0">
        <meta name="author" content="Michal Škop, KohoVolit.eu">

        <link rel="stylesheet" href="//cdn.bootcss.com/bootswatch/3.3.6/readable/bootstrap.min.css">
        <link rel="stylesheet" href="//cdn.bootcss.com/leaflet/0.7.7/leaflet.css" />

        <script src="//cdn.bootcss.com/leaflet/0.7.7/leaflet.js"></script>
        <script src="//cdn.bootcss.com/d3/3.5.16/d3.min.js"></script>
        <script src="///cdn.bootcss.com/jquery/2.2.1/jquery.min.js"></script>
        <script src="//cdn.bootcss.com/bootstrap/3.3.6/js/bootstrap.min.js"></script>
        <script src="d3.tip.js"></script>

        <style type="text/css">
            .leaflet-tile-pane {
                opacity: .4
            }
            .leaflet-container {
                background-color: #fff;
            }
            html, body{
                width: 100%;
                height: 100%;
                /*margin: 0;
                padding: 0;*/
        	}
            #map {
                width: 100%;
                height: 92%;
            }
            circle {
                /*fill: #040;
                stroke: #040;*/
                cursor: pointer;
                fill-opacity: 0.8;
                /*stroke-opacity: 1;*/
                /*stroke-width: 4;*/
            }
            circle:hover {
                stroke-opacity: 1;
            }

            .bubbles {
                width: 100000px;
                height: 100000px;
            }

            /* this is because of Bootstrap - very important! */
            svg:not(:root) {
                overflow: visible;
            }

            /* D3 tips */
            .d3-tip {
                line-height: 1.5;
                /*font-weight: bold;*/
                padding: 12px;
                background: rgba(0, 0, 0, 0.8);
                color: #fff;
                border-radius: 2px;
            }
            .d3-tip small {
                font-size: 0.5em;
            }
            /* Style northward tooltips differently */
            .d3-tip.n:after {
                margin: -1px 0 0 0;
                top: 100%;
                left: 0;
            }
            .d3-tip-number {
                text-align: right;
                padding-left: 1em;
            }
            .stronger {
                color: yellow;
                font-weight: bold;
            }
            /*overwrite bootstrap*/
            .navbar {
                margin-bottom: 0;
            }
            @media (max-width: 750px) {
                .computer {
                    display: none;
                }
            }
            @media (min-width: 750px) {
                .mobile {
                    display: none;
                }
            }
            .top {
                width: 100vw;
                padding: 10px;
                color: white;
                margin: 0;
                /*font-size: 3em;*/
                /*background-color: #fed201;*/
            }


        </style>

    <body>
        <h1 class="text-center top bg-primary">
            SLOVAKIA REGIONAL 2017: WINNING CANDIDATES
        </h1>


        <div id="map"></div>

        <div class="alert alert-info" id="legend" style="position:absolute;top:100px;">
            <span style="color:white">Bubble Size ~ Number of Voters</span><br />
            <span style="color:white">Winning Candidate:<br />
                <span>
                    <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#00568f"></svg> KDH<br />
                    <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#c4122f"></svg> SMER-SD<br />
                    <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#b2c800"></svg> OĽaNO<br />
                    <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#a6ce39"></svg> SaS<br />
                    <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#397c49"></svg> SMK-MKP<br />
                    <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#f58025"></svg> MOST-HÍD<br />
                    <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#008000"></svg> ĽSNS<br />
                    <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#ff002b"></svg> Ján Lunter<br />
                    <svg height="20" width="20"><circle cx="10" cy="10" r="10" fill="#444444"></svg> Other Independents<br />
                </span>
            </small>
        </div>

<script type="text/javascript">
    // parameters:
    if (getUrlParameter('wheel'))
        var wheelZoom = getUrlParameter('wheel');
    else
        var wheelZoom = true;

    if (getUrlParameter('maxrange'))
        if (isNumeric(getUrlParameter('maxrange')))
            var maxrange = getUrlParameter('maxrange');
        else
            var maxrange = 55;
    else
        var maxrange = 55;
    if (getUrlParameter('zoom'))
        if (isNumeric(getUrlParameter('zoom')))
            var defaultzoom = getUrlParameter('zoom');
        else
            var defaultzoom = 8;
    else
        var defaultzoom = 8;
    var defaultposition = [48.55,19.467773]
    var csvm = "municipalities.csv"
    var csva = "actors.csv"
    var parties = ["Jozef Šváč", "Jozef Mihalčin", "Miroslav Škvarek", "Eduard Markovič", "Milan Majerský", "František Bednár", "Milan Šteiner", "Pavol Gašper", "Ján Garaj", "Andrej Gmitter", "František Oľha", "Peter Chudík", "Ján Struk", "Lukáš Sisák", "Karol Pataky", "Róbert Bačinský", "Jozef Bobík", "Oliver Petrík", "Rudolf Botka", "Jozef Červeňák", "Štefan Surmánek", "Rastislav Trnka", "Richard Raši", "Adam Šepetka", "Jaroslav Džunko", "Jarmila Tkáčová", "Vladislav Stanko", "Iván Farkas", "Milan Belica", "László Hajdu", "Renáta Kolenčíková", "Milan Uhrík", "Ján Greššo", "Ján Marko", "Peter Oremus", "Jaroslav Cehlárik", "Jozef Viskupič", "Tibor Mikuš", "Konrád Rigó", "József Berényi", "Márius Novák", "Lukáš Parízek", "Andrej Trnovec", "Rastislav Blaško", "Daniel Krajcer", "Ľubomír Kolárik", "Pavol Frešo", "Natália Hanulíková", "Jozef Uhler", "Ľubomír Huďo", "Milan Ftáčnik", "Juraj Droba", "Martin Jakubec", "Jozef Danko", "Rudolf Kusý", "Milan Lopašovský", "Jalal Suleiman", "Ján Mrva", "Marián Leinerovič", "Jaroslav Baška", "Igor Valko", "Štefan Škultéty", "Nora Pániková", "Renáta Kaščáková", "Petra Hajšelová", "Ferdinand Vavrík", "Kristián Hoffmann", "Stanislav Pirošík", "Marián Murín", "Peter Cibulka", "Anton Martvoň", "Ján Mikolaj", "Erika Jurinová", "Peter Sagan", "Juraj Blanár", "Ivan Saktor", "Zdenek Očovan", "Stanislav Mičev", "Miroslav Gálik", "Michal Kantor", "Jozef Sásik", "Igor Kašper", "Ján Lunter", "Pavel Greksa", "Martin Klus", "Marian Kotleba", "Martin Juhaniak", "Alena Pivovarčiová", "Vojtech Kökény", "Milan Urbáni", "Viliam Baňák", "Jozef Šimko"]

    // Create the map


    // credits: https://github.com/turban/Leaflet.Mask
    L.Mask = L.Polygon.extend({
    	options: {
    		stroke: false,
    		color: '#333',
    		fillOpacity: 0.3,
    		clickable: true,

    		outerBounds: new L.LatLngBounds([-90, -360], [90, 360])
    	},

    	initialize: function (latLngs, options) {

             var outerBoundsLatLngs = [
    			this.options.outerBounds.getSouthWest(),
    			this.options.outerBounds.getNorthWest(),
    			this.options.outerBounds.getNorthEast(),
    			this.options.outerBounds.getSouthEast()
    		];
            L.Polygon.prototype.initialize.call(this, [outerBoundsLatLngs, latLngs], options);
    	},

    });
    L.mask = function (latLngs, options) {
    	return new L.Mask(latLngs, options);
    };
        // https://whosonfirst.mapzen.com/spelunker/id/85633259/#8/42.564/20.902
        // http://jsfiddle.net/FranceImage/1yaqtx9u/
    var cz = {
        "type": "FeatureCollection",
        "features":[
            {
                "id": 85633105,
                 "type": "Feature",
                 "properties": {},
                 "geometry":
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            }
        ]
    }
    // transform geojson coordinates into an array of L.LatLng
    var coordinates = cz.features[0].geometry.coordinates[0];
    var latLngs = [];
    for (i=0; i<coordinates.length; i++) {
        latLngs.push(new L.LatLng(coordinates[i][1], coordinates[i][0]));
    }

    var map = L.map('map', {'zoomControl':false, scrollWheelZoom: wheelZoom}).setView(defaultposition, defaultzoom);
    map.on('click', function() {
      if (map.scrollWheelZoom.enabled()) {
        map.scrollWheelZoom.disable();
        }
        else {
        map.scrollWheelZoom.enable();
        }
      });
    // add an OpenStreetMap tile layer
    // also see http://wiki.openstreetmap.org/wiki/Tiles
    L.tileLayer('http://{s}.www.toolserver.org/tiles/bw-mapnik/{z}/{x}/{y}.png', {
        attribution: 'CC-BY Michal Škop | &copy; <a href="http://osm.org/copyright">OpenStreetMap</a> contributors | '
    }).addTo(map);
    L.mask(latLngs).addTo(map);
    L.control.zoom({"position":"topright"}).addTo(map);

    //svg
    var svg = d3.select(map.getPanes().overlayPane).append("svg").attr("class", "bubbles");

    /* Initialize tooltip */
    var tip = changetooltip();

    /* Invoke the tip in the context of your visualization */
    svg.call(tip);

    // Add tooltip div
    var div = d3.select("body").append("div")
        .attr("class", "tooltip")
        .style("opacity", 1e-6);

    //visualization
    d3.csv(csvm, function(geos) {
        d3.csv(csva, function(actorsar) {

            geos.sort(function(a, b) {
                return parseFloat(b.population) - parseFloat(a.population);
            });

            //reorder votes
            var votes = {};
            for(i=0;i<geos.length;i++) {

                if (typeof(votes[geos[i]['id']]) == 'undefined') {
                    votes[geos[i]['id']] = {
                        'population': parseInt(geos[i]['population']),
                        'n': []
                    }
                }
                for (var k in parties) {
                    var p = parties[k];
                    if (geos[i][p] == '')
                        var v = 0
                    else {
                        var v = parseInt(geos[i][p]);
                    }
                    votes[geos[i]['id']]['n'].push({'n': v, 'name': p})
                }
                // sort
                votes[geos[i]['id']]['n'].sort(function(a, b) {
                    return parseFloat(b.n) - parseFloat(a.n);
                });
                // v = parseInt(votesar[i]['votes']);
                // votes[votesar[i]['municipality_id']]['population'] += v;
                // votes[votesar[i]['municipality_id']]['n'].push({'n': v, 'id': votesar[i]['actor_id']})
            }

            //max population
            maxpopulation = 0
            for (var k in votes) {
                if ((typeof(votes[k].population) != 'undefined') && (votes[k].population > maxpopulation))
                    maxpopulation = votes[k].population;
            }
            if (getUrlParameter('maxdomain'))
                if (isNumeric(getUrlParameter('maxdomain')))
                    var maxdomain = getUrlParameter('maxdomain');
                else
                    var maxdomain = maxpopulation;
            else
                var maxdomain = maxpopulation;

            //scale
            var radiusScale = d3.scale.sqrt().domain([0, maxdomain]).range([0, maxrange]);

            //mapping
            actors = toObjectWithAbbr(actorsar);
            nodes = geos
                .map(function(d) {
                    var mpoint = projectPoint(d.latitude,d.longitude);
                    if (typeof(votes[d.id]) != 'undefined')
                        var r = radiusScale(votes[d.id].population);
                    else
                        var r = 0;
                    return {
                        x: mpoint.x,
                        y: mpoint.y,
                        r: r,
                        name: d.municipality,
                        value: d,  //including whole d ?
                        actors: votes[d.id]
                    }
                });

                //adding circles
                var circle = svg.selectAll("svg")
                    .data(nodes)
                    .enter().append("svg:svg")
                    .append("svg:circle")
                    .attr("class","bubble")
                    .attr("cx", function (d) {return d.x})
                    .attr("cy", function (d) {return d.y})
                    .attr("r", function (d) {
                        return d.r
                    })
                    .attr("fill", function (d) {
                        if ((typeof(d.actors) != 'undefined') && (typeof(actors[d.actors.n[0].name]) != 'undefined')) {
                            if (typeof(actors[d.actors.n[0].name].color) == 'undefined') return '#ccf'; else return actors[d.actors.n[0].name].color;
                        } else {
                            return '#ccf';
                        }
                    })
                    .attr("stroke",function (d) {return actors[d.actors.n[0].name].color;})
                    .on("mouseover", tip.show)
                    .on("mouseout", tip.hide)
                    .on("click", tip.show);

                //on zoom or map movement, http://leafletjs.com/reference.html#events
                map.on("viewreset", changeit);
                map.on("moveend", changeit);
                //map.on("move", hidepoints);   //not needed
                map.on("zoomstart", hidepoints);
                $(".bubbles").show(100);

        });
    });

    //helper function matrix to values
    function matrixVal(s) {
        return s.split('(')[1].split(')')[0].split(',');
    }

    //hide points
    function hidepoints() {
        $(".bubbles").hide();
    }

    // adjust points after map change (zoom, move)
    function changeit() {
        //Chromium/Chrome does not support well changes, so:
        var s = $(".leaflet-map-pane").css("-webkit-transform");  //chromium, opera
        if (typeof(s) == 'undefined')
        var s = $(".leaflet-map-pane").css("transform");  //ff
        var sar = matrixVal(s);

        //if towns in svg: (not used if it is div)
        $(".bubbles").css('left',-1*parseFloat(sar[4]));
        $(".bubbles").css('top',-1*parseFloat(sar[5]));

        d3.selectAll(".bubble").each(function(d,i) {
        //set correct x,y
            mpoint = projectPoint(d.value.latitude,d.value.longitude,d.value.id);
            $(this)
                .attr("r",
                d.r * Math.pow(map.getZoom(),5) / Math.pow(defaultzoom,5)	//power of 3 to show the results better in small scale
            )
            /*.attr("stroke-width",
            Math.abs(radiusScale(d.value.population.p9)-radiusScale(d.value.population.p6)) * Math.pow(map.getZoom(),3) / 729	//power of 3 to show the results better in small scale
            )*/
            .attr("cx", mpoint.x)
            .attr("cy", mpoint.y);

            //Reposition the SVG to cover the features.
            //note: if towns is div, next lines are needed; if it is svg, it is different:
            $(this).attr('transform',"translate(" + sar[4] + "," + sar[5] + ")");
            /*$(this).parent().css('left',-1*parseFloat(sar[4]));
            $(this).parent().css('top',-1*parseFloat(sar[5]));*/


        });
        $(".bubbles").show(300);

    }

    //tooltip
    function changetooltip() {
      tip = d3.tip().attr('class', 'd3-tip').html(function(d) {
        html = '<span class="stronger">' + d.name + "</span><br>";
        if (typeof(d.actors.n) != 'undefined') {
          html += "<table>"
          $.each(d.actors.n, function(i,v) {

              if (i < 4) {
                  html += "<tr><td><strong>" + actors[v.name].name + '</strong><td class="d3-tip-number"> <strong>' + Math.round(1000*parseInt(v.n)/parseInt(d.actors.population))/10 +"% " +  " </strong><td class='d3-tip-number'> " + parseInt(v.n).toLocaleString();
              }
          });
          html += "</table>"
        }
        /*if (typeof(d.value.description) != 'undefined') {
          html += d.value.description;
        }*/
        /*else
          html += 'Ešte nie je rozhodnuté';*/

        return html;
      });
      return tip;
    }

    // Use Leaflet to implement a D3 geometric transformation.
    function projectPoint(x, y, id) {
        var point = map.latLngToLayerPoint(new L.LatLng(x, y));
        if (!isNumeric(point.x)) alert(id);
        return point;
    }

    // helper function
    function toObjectWithAbbr(arr) {
      var rv = {};
      for (var i = 0; i < arr.length; ++i)
        rv[arr[i]['name']] = arr[i];
      return rv;
    }

    // helper function in debugging
    function isNumeric(n) {
      return !isNaN(parseFloat(n)) && isFinite(n);
    }

    //helper function for default values
    function getUrlParameter(sParam) {
        var sPageURL = decodeURIComponent(window.location.search.substring(1)),
            sURLVariables = sPageURL.split('&'),
            sParameterName,
            i;

        for (i = 0; i < sURLVariables.length; i++) {
            sParameterName = sURLVariables[i].split('=');

            if (sParameterName[0] === sParam) {
                return sParameterName[1] === undefined ? true : sParameterName[1];
            }
        }
    };
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ke2016.csv

ke_reordered.csv

map.png

municipalities.csv

municipalities2016.csv

municipalities_full.csv

obce2016.ods

prepare_data.py

prepare_data_bb.py

source.csv

source_bb.csv

source_reordered.csv

source_reordered_bb.csv

thumbnail.png

turnout.csv

turnout.html

turnout.png

winners.png

winners_en.png