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UA: Changes in Parliamentary Groups with connection to Maidan and Crimea
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| # -*- coding: utf-8 -*- | |
| import csv | |
| import time | |
| from datetime import datetime | |
| from dateutil.relativedelta import relativedelta | |
| import json | |
| groups = { | |
| "Батьківщина (Fatherland-Tymoshenko)":{ | |
| 'name': "Батьківщина (Fatherland-Tymoshenko)", | |
| 'color': '#DC143C' | |
| }, | |
| "Економічний розвиток (Economic Development-Kinakh)":{ | |
| 'name': "Економічний розвиток (Economic Development-Kinakh)", | |
| 'color': '#666' | |
| }, | |
| "Компартія України (Communist Party of Ukraine-Symonenko)":{ | |
| 'name': "Компартія України (Communist Party of Ukraine-Symonenko)", | |
| 'color': '#BF0C0C' | |
| }, | |
| "Партія регіонів (Party of Regions-Yanukovych-Azarov)":{ | |
| 'name': "Партія регіонів (Party of Regions-Yanukovych-Azarov)", | |
| 'color': '#0047AB' | |
| }, | |
| "Позафракційні (Independents)":{ | |
| 'name' : "Позафракційні (Independents)", | |
| 'color': '#888' | |
| }, | |
| "Свобода (Freedom-Tyahnybok)":{ | |
| 'name': "Свобода (Freedom-Tyahnybok)", | |
| 'color': '#002072' | |
| }, | |
| "Суверенна європейська Україна (Sovereign European Ukraine-Yeremeyev)":{ | |
| 'name': "Суверенна європейська Україна (Sovereign European Ukraine-Yeremeyev)", | |
| 'color': '#777' | |
| }, | |
| "УДАР Віталія Кличка (UDAR-Klitschko)":{ | |
| 'name': "УДАР Віталія Кличка (UDAR-Klitschko)", | |
| 'color': '#f00' | |
| } | |
| } | |
| mpnodes = {} | |
| mp = {} | |
| k = 0 | |
| with open("ua2012-2014.csv","r") as fin: | |
| finreader = csv.reader(fin,delimiter=",") | |
| for row in finreader: | |
| try: | |
| mp[row[0]]['row'] = row | |
| except: | |
| mp[row[0]] = {'row':row,'last_time':'2000'} | |
| if int(row[1]) == 4212: | |
| yearmonth = '2015' | |
| else: | |
| yearmonth = time.strftime("%Y",time.strptime(row[2],"%Y-%m-%d %H:%M")) | |
| if yearmonth > mp[row[0]]['last_time']: | |
| try: | |
| mpnodes[row[0]][yearmonth] = row[5] | |
| except: | |
| mpnodes[row[0]] = {} | |
| mpnodes[row[0]][yearmonth] = row[5] | |
| mp[row[0]]['last_time'] = yearmonth | |
| k = k + 1 | |
| # if k > 30000: | |
| # break | |
| # print mpnodes[row[0]] | |
| # raise(Exception,'dipy') | |
| print mpnodes[row[0]] | |
| linksd = {} | |
| nodesd = {} | |
| j = 0 | |
| for key0 in mpnodes: | |
| for key in mpnodes[key0]: | |
| try: | |
| nodesd[mpnodes[key0][key] + '-' + key] | |
| except: | |
| nodesd[mpnodes[key0][key] + '-' + key] = groups[mpnodes[key0][key]].copy() | |
| nodesd[mpnodes[key0][key] + '-' + key]['j'] = j | |
| j = j + 1 | |
| tmp = datetime.strptime(key,"%Y") + relativedelta(years=-1) | |
| previous_month = tmp.strftime("%Y") | |
| # print previous_month | |
| # print key0 | |
| # print mpnodes[key0][key] | |
| # if int(previous_month) > 2011: | |
| # print str(previous_month) | |
| # print key | |
| # print mpnodes[key0][key] | |
| # print mpnodes[key0][previous_month] | |
| # sourcek = mpnodes[key0][previous_month] | |
| # print "haha:" + sourcek | |
| try: | |
| mpnodes[key0][previous_month] | |
| except: | |
| nothing = 0 | |
| else: | |
| sourcek = mpnodes[key0][previous_month] + '-' + previous_month | |
| #print "hihi:" + sourcek | |
| targetk = mpnodes[key0][key] + '-' + key | |
| try: | |
| nodesd[sourcek] | |
| except: | |
| nothing = 0 | |
| #print sourcek | |
| else: | |
| try: | |
| linksd[sourcek] | |
| except: | |
| linksd[sourcek] = {} | |
| try: | |
| linksd[sourcek][targetk] | |
| except: | |
| linksd[sourcek][targetk] = { | |
| 'source': nodesd[sourcek]['j'], | |
| 'target': nodesd[targetk]['j'], | |
| 'value': 0 | |
| } | |
| print "sourcek:"+sourcek | |
| print "sourcej:"+str(nodesd[sourcek]['j']) | |
| print "targetk:"+targetk | |
| print "targetj:"+str(nodesd[targetk]['j']) | |
| linksd[sourcek][targetk]['value'] = linksd[sourcek][targetk]['value'] + 1 | |
| #print nodesd | |
| #print linksd | |
| nodes = [] | |
| links = [] | |
| for key in nodesd: | |
| nodes.append(nodesd[key]) | |
| for key0 in linksd: | |
| for key in linksd[key0]: | |
| links.append(linksd[key0][key]) | |
| print nodes | |
| print links | |
| sortednodes = sorted(nodes, key=lambda k: k['j']) | |
| out = { | |
| 'nodes': sortednodes, | |
| 'links': links | |
| } | |
| with open('sankey.json', 'w') as outfile: | |
| json.dump(out, outfile) |
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| <!DOCTYPE html> | |
| <meta charset="utf-8"> | |
| <title>Ukrainian Parliament 2012-2014/03</title> | |
| <link rel="stylesheet" href="//netdna.bootstrapcdn.com/bootstrap/3.0.2/css/bootstrap.min.css"> | |
| <style> | |
| #chart { | |
| height: 500px; | |
| } | |
| .node rect { | |
| cursor: move; | |
| fill-opacity: .9; | |
| shape-rendering: crispEdges; | |
| } | |
| .node text { | |
| pointer-events: none; | |
| text-shadow: 0 1px 0 #fff; | |
| } | |
| .link { | |
| fill: none; | |
| stroke: #000; | |
| stroke-opacity: .2; | |
| } | |
| .link:hover { | |
| stroke-opacity: .5; | |
| } | |
| .axis path, | |
| .axis line { | |
| fill: none; | |
| stroke: #000; | |
| shape-rendering: crispEdges; | |
| } | |
| .tick { | |
| display: none; | |
| } | |
| .axis text { | |
| font-size: 30px; | |
| color: #bbb; | |
| font-family: sans-serif; | |
| font-weight: bold; | |
| } | |
| h1 { | |
| margin-bottom: 5px; | |
| margin-top: 5px; | |
| font-size: 1em; | |
| } | |
| </style> | |
| <body> | |
| <div class="navbar navbar-inverse navbar-fixed-top" role="navigation"> | |
| <div class="container"> | |
| <div class="navbar-header"> | |
| <a class="navbar-brand" href="#"><h1>Changes in Parliamentary groups in Ukrainian Parliament (Verkhovna Rada/Верховна Рада) (through 03/2014)</h1></a> | |
| </div> | |
| </div> | |
| </div> | |
| <h1>Changes in Parliamentary groups in Ukrainian Parliament (through 03/2014)</h1> | |
| <div style="position:relative;top:35px;z-index:1000;"> | |
| <div class="alert alert-info" > | |
| How Ukraninian MPs were changing political groups, particularly during the beginning of 2014.<br/> | |
| The former majority (through 2013) had Party of Regions (Партія регіонів) and Communist Party (Компартія України) | |
| </div> | |
| </div> | |
| <p id="chart"></p> | |
| <script src="http://d3js.org/d3.v2.min.js?2.9.1"></script> | |
| <script src="sankey.js"></script> | |
| <script> | |
| var margin = {top: 20, right: 1, bottom: 60, left: 1}, | |
| width = 960 - margin.left - margin.right, | |
| height = 450 - margin.top - margin.bottom; | |
| var formatNumber = d3.format(",.0f"), | |
| format = function(d) { return formatNumber(d); }, | |
| color = function(d){ return d.color; };//d3.scale.category20(); | |
| var svg = d3.select("#chart").append("svg") | |
| .attr("width", width + margin.left + margin.right) | |
| .attr("height", height + margin.top + margin.bottom) | |
| .append("g") | |
| .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
| var sankey = d3.sankey() | |
| .nodeWidth(15) | |
| .nodePadding(10) | |
| .size([width, height]); | |
| var path = sankey.link(); | |
| d3.json("sankey.json", function(energy) { | |
| sankey | |
| .nodes(energy.nodes) | |
| .links(energy.links) | |
| .layout(32); | |
| var link = svg.append("g").selectAll(".link") | |
| .data(energy.links) | |
| .enter().append("path") | |
| .attr("class", "link") | |
| .attr("d", path) | |
| .style("stroke-width", function(d) { return Math.max(1, d.dy); }) | |
| .sort(function(a, b) { return b.dy - a.dy; }); | |
| link.append("title") | |
| .text(function(d) { return d.source.name + " → " + d.target.name + "\n" + format(d.value); }); | |
| var node = svg.append("g").selectAll(".node") | |
| .data(energy.nodes) | |
| .enter().append("g") | |
| .attr("class", "node") | |
| .attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; }) | |
| .call(d3.behavior.drag() | |
| .origin(function(d) { return d; }) | |
| .on("dragstart", function() { this.parentNode.appendChild(this); }) | |
| .on("drag", dragmove)); | |
| node.append("rect") | |
| .attr("height", function(d) { return d.dy; }) | |
| .attr("width", sankey.nodeWidth()) | |
| .style("fill", function(d) { return d.color; }) | |
| .style("stroke", function(d) { return d3.rgb(d.color).darker(2); }) | |
| .append("title") | |
| .text(function(d) { return d.name + "\n" + format(d.value); }); | |
| node.append("text") | |
| .attr("x", -6) | |
| .attr("y", function(d) { return d.dy / 2; }) | |
| .attr("dy", ".35em") | |
| .attr("text-anchor", "end") | |
| .attr("transform", null) | |
| .text(function(d) { | |
| if (d.x > 900) return d.name; else return ''; | |
| }) | |
| .filter(function(d) { return d.x < width / 2; }) | |
| .attr("x", 6 + sankey.nodeWidth()) | |
| .attr("text-anchor", "start"); | |
| function dragmove(d) { | |
| d3.select(this).attr("transform", "translate(" + d.x + "," + (d.y = Math.max(0, Math.min(height - d.dy, d3.event.y))) + ")"); | |
| sankey.relayout(); | |
| link.attr("d", path); | |
| } | |
| names = ['12/2012','01/2013','01/2014','04/2014']; | |
| var x3 = d3.scale.ordinal() | |
| .rangeRoundBands([-width/4/2+50, width+width/4/2-50]) | |
| .domain(names); | |
| var xAxis3 = d3.svg.axis() | |
| .scale(x3) | |
| .orient("top"); | |
| bot = height + 2*margin.bottom/3; | |
| svg.append("g") | |
| .attr("class", "x axis") | |
| .attr("transform", "translate(0,"+bot+")") | |
| .call(xAxis3); | |
| }); | |
| </script> | |
| <script> | |
| (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ | |
| (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), | |
| m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) | |
| })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); | |
| ga('create', 'UA-8592359-13', 'ocks.org'); | |
| ga('send', 'pageview'); | |
| </script> |
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| d3.sankey = function() { | |
| var sankey = {}, | |
| nodeWidth = 24, | |
| nodePadding = 8, | |
| size = [1, 1], | |
| nodes = [], | |
| links = []; | |
| sankey.nodeWidth = function(_) { | |
| if (!arguments.length) return nodeWidth; | |
| nodeWidth = +_; | |
| return sankey; | |
| }; | |
| sankey.nodePadding = function(_) { | |
| if (!arguments.length) return nodePadding; | |
| nodePadding = +_; | |
| return sankey; | |
| }; | |
| sankey.nodes = function(_) { | |
| if (!arguments.length) return nodes; | |
| nodes = _; | |
| return sankey; | |
| }; | |
| sankey.links = function(_) { | |
| if (!arguments.length) return links; | |
| links = _; | |
| return sankey; | |
| }; | |
| sankey.size = function(_) { | |
| if (!arguments.length) return size; | |
| size = _; | |
| return sankey; | |
| }; | |
| sankey.layout = function(iterations) { | |
| computeNodeLinks(); | |
| computeNodeValues(); | |
| computeNodeBreadths(); | |
| computeNodeDepths(iterations); | |
| computeLinkDepths(); | |
| return sankey; | |
| }; | |
| sankey.relayout = function() { | |
| computeLinkDepths(); | |
| return sankey; | |
| }; | |
| sankey.link = function() { | |
| var curvature = .5; | |
| function link(d) { | |
| var x0 = d.source.x + d.source.dx, | |
| x1 = d.target.x, | |
| xi = d3.interpolateNumber(x0, x1), | |
| x2 = xi(curvature), | |
| x3 = xi(1 - curvature), | |
| y0 = d.source.y + d.sy + d.dy / 2, | |
| y1 = d.target.y + d.ty + d.dy / 2; | |
| return "M" + x0 + "," + y0 | |
| + "C" + x2 + "," + y0 | |
| + " " + x3 + "," + y1 | |
| + " " + x1 + "," + y1; | |
| } | |
| link.curvature = function(_) { | |
| if (!arguments.length) return curvature; | |
| curvature = +_; | |
| return link; | |
| }; | |
| return link; | |
| }; | |
| // Populate the sourceLinks and targetLinks for each node. | |
| // Also, if the source and target are not objects, assume they are indices. | |
| function computeNodeLinks() { | |
| nodes.forEach(function(node) { | |
| node.sourceLinks = []; | |
| node.targetLinks = []; | |
| }); | |
| links.forEach(function(link) { | |
| var source = link.source, | |
| target = link.target; | |
| if (typeof source === "number") source = link.source = nodes[link.source]; | |
| if (typeof target === "number") target = link.target = nodes[link.target]; | |
| source.sourceLinks.push(link); | |
| target.targetLinks.push(link); | |
| }); | |
| } | |
| // Compute the value (size) of each node by summing the associated links. | |
| function computeNodeValues() { | |
| nodes.forEach(function(node) { | |
| node.value = Math.max( | |
| d3.sum(node.sourceLinks, value), | |
| d3.sum(node.targetLinks, value) | |
| ); | |
| }); | |
| } | |
| // Iteratively assign the breadth (x-position) for each node. | |
| // Nodes are assigned the maximum breadth of incoming neighbors plus one; | |
| // nodes with no incoming links are assigned breadth zero, while | |
| // nodes with no outgoing links are assigned the maximum breadth. | |
| function computeNodeBreadths() { | |
| var remainingNodes = nodes, | |
| nextNodes, | |
| x = 0; | |
| while (remainingNodes.length) { | |
| nextNodes = []; | |
| remainingNodes.forEach(function(node) { | |
| node.x = x; | |
| node.dx = nodeWidth; | |
| node.sourceLinks.forEach(function(link) { | |
| nextNodes.push(link.target); | |
| }); | |
| }); | |
| remainingNodes = nextNodes; | |
| ++x; | |
| } | |
| // | |
| moveSinksRight(x); | |
| scaleNodeBreadths((width - nodeWidth) / (x - 1)); | |
| } | |
| function moveSourcesRight() { | |
| nodes.forEach(function(node) { | |
| if (!node.targetLinks.length) { | |
| node.x = d3.min(node.sourceLinks, function(d) { return d.target.x; }) - 1; | |
| } | |
| }); | |
| } | |
| function moveSinksRight(x) { | |
| nodes.forEach(function(node) { | |
| if (!node.sourceLinks.length) { | |
| node.x = x - 1; | |
| } | |
| }); | |
| } | |
| function scaleNodeBreadths(kx) { | |
| nodes.forEach(function(node) { | |
| node.x *= kx; | |
| }); | |
| } | |
| function computeNodeDepths(iterations) { | |
| var nodesByBreadth = d3.nest() | |
| .key(function(d) { return d.x; }) | |
| .sortKeys(d3.ascending) | |
| .entries(nodes) | |
| .map(function(d) { return d.values; }); | |
| // | |
| initializeNodeDepth(); | |
| resolveCollisions(); | |
| for (var alpha = 1; iterations > 0; --iterations) { | |
| relaxRightToLeft(alpha *= .99); | |
| resolveCollisions(); | |
| relaxLeftToRight(alpha); | |
| resolveCollisions(); | |
| } | |
| function initializeNodeDepth() { | |
| var ky = d3.min(nodesByBreadth, function(nodes) { | |
| return (size[1] - (nodes.length - 1) * nodePadding) / d3.sum(nodes, value); | |
| }); | |
| nodesByBreadth.forEach(function(nodes) { | |
| nodes.forEach(function(node, i) { | |
| node.y = i; | |
| node.dy = node.value * ky; | |
| }); | |
| }); | |
| links.forEach(function(link) { | |
| link.dy = link.value * ky; | |
| }); | |
| } | |
| function relaxLeftToRight(alpha) { | |
| nodesByBreadth.forEach(function(nodes, breadth) { | |
| nodes.forEach(function(node) { | |
| if (node.targetLinks.length) { | |
| var y = d3.sum(node.targetLinks, weightedSource) / d3.sum(node.targetLinks, value); | |
| node.y += (y - center(node)) * alpha; | |
| } | |
| }); | |
| }); | |
| function weightedSource(link) { | |
| return center(link.source) * link.value; | |
| } | |
| } | |
| function relaxRightToLeft(alpha) { | |
| nodesByBreadth.slice().reverse().forEach(function(nodes) { | |
| nodes.forEach(function(node) { | |
| if (node.sourceLinks.length) { | |
| var y = d3.sum(node.sourceLinks, weightedTarget) / d3.sum(node.sourceLinks, value); | |
| node.y += (y - center(node)) * alpha; | |
| } | |
| }); | |
| }); | |
| function weightedTarget(link) { | |
| return center(link.target) * link.value; | |
| } | |
| } | |
| function resolveCollisions() { | |
| nodesByBreadth.forEach(function(nodes) { | |
| var node, | |
| dy, | |
| y0 = 0, | |
| n = nodes.length, | |
| i; | |
| // Push any overlapping nodes down. | |
| nodes.sort(ascendingDepth); | |
| for (i = 0; i < n; ++i) { | |
| node = nodes[i]; | |
| dy = y0 - node.y; | |
| if (dy > 0) node.y += dy; | |
| y0 = node.y + node.dy + nodePadding; | |
| } | |
| // If the bottommost node goes outside the bounds, push it back up. | |
| dy = y0 - nodePadding - size[1]; | |
| if (dy > 0) { | |
| y0 = node.y -= dy; | |
| // Push any overlapping nodes back up. | |
| for (i = n - 2; i >= 0; --i) { | |
| node = nodes[i]; | |
| dy = node.y + node.dy + nodePadding - y0; | |
| if (dy > 0) node.y -= dy; | |
| y0 = node.y; | |
| } | |
| } | |
| }); | |
| } | |
| function ascendingDepth(a, b) { | |
| return a.y - b.y; | |
| } | |
| } | |
| function computeLinkDepths() { | |
| nodes.forEach(function(node) { | |
| node.sourceLinks.sort(ascendingTargetDepth); | |
| node.targetLinks.sort(ascendingSourceDepth); | |
| }); | |
| nodes.forEach(function(node) { | |
| var sy = 0, ty = 0; | |
| node.sourceLinks.forEach(function(link) { | |
| link.sy = sy; | |
| sy += link.dy; | |
| }); | |
| node.targetLinks.forEach(function(link) { | |
| link.ty = ty; | |
| ty += link.dy; | |
| }); | |
| }); | |
| function ascendingSourceDepth(a, b) { | |
| return a.source.y - b.source.y; | |
| } | |
| function ascendingTargetDepth(a, b) { | |
| return a.target.y - b.target.y; | |
| } | |
| } | |
| function center(node) { | |
| return node.y + node.dy / 2; | |
| } | |
| function value(link) { | |
| return link.value; | |
| } | |
| return sankey; | |
| }; |
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