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Bearcart Scatter Plot
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| # -*- coding: utf-8 -*- | |
| ''' | |
| An example for Bearcart Area plotting | |
| ''' | |
| import bearcart | |
| import pandas as pd | |
| html_path = r'index.html' | |
| data_path = r'stock_data.json' | |
| js_path = r'rickshaw.min.js' | |
| css_path = r'rickshaw.min.css' | |
| #All of the following import code comes from Wes McKinney's book, Python | |
| #for Data Analysis | |
| import pandas.io.data as web | |
| all_data = {} | |
| for ticker in ['AAPL', 'GOOG', 'XOM', 'MSFT', 'INTC', 'YHOO']: | |
| all_data[ticker] = web.get_data_yahoo(ticker, '1/1/2012', '1/1/2013') | |
| price = pd.DataFrame({tic: data['Adj Close'] | |
| for tic, data in all_data.iteritems()}) | |
| df = pd.concat([price['AAPL'], price['GOOG']], axis=1)[:100] | |
| vis = bearcart.Chart(df, type='scatterplot', colors={'AAPL': '#1d4e69', | |
| 'GOOG': '#3b98ca' }) | |
| vis.create_chart(html_path=html_path, data_path=data_path, | |
| js_path=js_path, css_path=css_path) |
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| <!doctype> | |
| <head> | |
| <link rel="stylesheet" href="rickshaw.min.css"> | |
| <script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script> | |
| <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.8.1/jquery.min.js"></script> | |
| <script src="rickshaw.min.js"></script> | |
| <style> | |
| body { | |
| font: 10px sans-serif; | |
| } | |
| #chart { | |
| float: left; | |
| margin-top: 70px; | |
| } | |
| #y_axis { | |
| float: left; | |
| margin-top: 70px; | |
| } | |
| #legend { | |
| float: left; | |
| margin-left: 15px; | |
| margin-top: 70px; | |
| } | |
| </style> | |
| </head> | |
| <body> | |
| <div id="y_axis"></div> | |
| <div id="chart"></div> | |
| <div id="legend"></div> | |
| <script> | |
| d3.json('stock_data.json', function(error, json) { | |
| var graph = new Rickshaw.Graph( { | |
| element: document.querySelector("#chart"), | |
| width: 750, | |
| height: 400, | |
| renderer: 'scatterplot', | |
| series: [ | |
| {name: 'AAPL', | |
| color: '#1d4e69', | |
| data: json[0].data}, | |
| {name: 'GOOG', | |
| color: '#3b98ca', | |
| data: json[1].data} | |
| ] | |
| }) | |
| var x_axis = new Rickshaw.Graph.Axis.Time( { graph: graph } ); | |
| var y_axis = new Rickshaw.Graph.Axis.Y( { | |
| graph: graph, | |
| orientation: 'left', | |
| tickFormat: Rickshaw.Fixtures.Number.formatKMBT, | |
| element: document.getElementById('y_axis') | |
| } ); | |
| var hoverDetail = new Rickshaw.Graph.HoverDetail( { | |
| graph: graph | |
| } ); | |
| var legend = new Rickshaw.Graph.Legend( { | |
| graph: graph, | |
| element: document.getElementById('legend') | |
| } ); | |
| var shelving = new Rickshaw.Graph.Behavior.Series.Toggle({ | |
| graph: graph, | |
| legend: legend | |
| }); | |
| graph.render(); | |
| }); | |
| </script> | |
| </body> |
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| .rickshaw_graph .detail{pointer-events:none;position:absolute;top:0;z-index:2;background:rgba(0,0,0,.1);bottom:0;width:1px;transition:opacity .25s linear;-moz-transition:opacity .25s linear;-o-transition:opacity .25s linear;-webkit-transition:opacity .25s linear}.rickshaw_graph .detail.inactive{opacity:0}.rickshaw_graph .detail .item.active{opacity:1}.rickshaw_graph .detail .x_label{font-family:Arial,sans-serif;border-radius:3px;padding:6px;opacity:.5;border:1px solid #e0e0e0;font-size:12px;position:absolute;background:#fff;white-space:nowrap}.rickshaw_graph .detail .item{position:absolute;z-index:2;border-radius:3px;padding:.25em;font-size:12px;font-family:Arial,sans-serif;opacity:0;background:rgba(0,0,0,.4);color:#fff;border:1px solid rgba(0,0,0,.4);margin-left:1em;margin-top:-1em;white-space:nowrap}.rickshaw_graph .detail .item.active{opacity:1;background:rgba(0,0,0,.8)}.rickshaw_graph .detail 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.swatch{display:inline-block;margin-right:3px;border-radius:2px}.rickshaw_legend .label{margin:0;white-space:nowrap;display:inline;font-size:inherit;background-color:transparent;color:inherit;font-weight:400;line-height:normal;padding:0;text-shadow:none}.rickshaw_legend .action:hover{opacity:.6}.rickshaw_legend .action{margin-right:.2em;font-size:10px;opacity:.2;cursor:pointer;font-size:14px}.rickshaw_legend .line.disabled{opacity:.4}.rickshaw_legend ul{list-style-type:none;margin:0;padding:0;margin:2px;cursor:pointer}.rickshaw_legend li{padding:0 0 0 2px;min-width:80px;white-space:nowrap}.rickshaw_legend li:hover{background:rgba(255,255,255,.08);border-radius:3px}.rickshaw_legend li:active{background:rgba(255,255,255,.2);border-radius:3px} |
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e=this.element,t=this.graph;$(function(){$(e).slider({range:!0,min:t.dataDomain()[0],max:t.dataDomain()[1],values:[t.dataDomain()[0],t.dataDomain()[1]],slide:function(e,n){t.window.xMin=n.values[0],t.window.xMax=n.values[1],t.update(),t.dataDomain()[0]==n.values[0]&&(t.window.xMin=undefined),t.dataDomain()[1]==n.values[1]&&(t.window.xMax=undefined)}})}),e[0].style.width=t.width+"px"},update:function(){var e=this.element,t=this.graph,n=$(e).slider("option","values");$(e).slider("option","min",t.dataDomain()[0]),$(e).slider("option","max",t.dataDomain()[1]),t.window.xMin==null&&(n[0]=t.dataDomain()[0]),t.window.xMax==null&&(n[1]=t.dataDomain()[1]),$(e).slider("option","values",n)}}),Rickshaw.namespace("Rickshaw.Graph.Renderer"),Rickshaw.Graph.Renderer=Rickshaw.Class.create({initialize:function(e){this.graph=e.graph,this.tension=e.tension||this.tension,this.graph.unstacker=this.graph.unstacker||new 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t=e.vis.selectAll("path").data(this.graph.stackedData).enter().append("svg:path").attr("d",this.seriesPathFactory()),n=0;e.series.forEach(function(e){if(e.disabled)return;e.path=t[0][n++],this._styleSeries(e)},this)},_styleSeries:function(e){var t=this.fill?e.color:"none",n=this.stroke?e.color:"none";e.path.setAttribute("fill",t),e.path.setAttribute("stroke",n),e.path.setAttribute("stroke-width",this.strokeWidth),e.path.setAttribute("class",e.className)},configure:function(e){e=e||{},Rickshaw.keys(this.defaults()).forEach(function(t){if(!e.hasOwnProperty(t)){this[t]=this[t]||this.graph[t]||this.defaults()[t];return}typeof 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e.y!==null}),t}}),Rickshaw.namespace("Rickshaw.Graph.Renderer.Bar"),Rickshaw.Graph.Renderer.Bar=Rickshaw.Class.create(Rickshaw.Graph.Renderer,{name:"bar",defaults:function($super){var e=Rickshaw.extend($super(),{gapSize:.05,unstack:!1});return delete e.tension,e},initialize:function($super,e){e=e||{},this.gapSize=e.gapSize||this.gapSize,$super(e)},domain:function($super){var e=$super(),t=this._frequentInterval();return e.x[1]+=parseInt(t.magnitude,10),e},barWidth:function(){var e=this.graph.stackedData||this.graph.stackData(),t=e.slice(-1).shift(),n=this._frequentInterval(),r=this.graph.x(t[0].x+n.magnitude*(1-this.gapSize));return r},render:function(){var e=this.graph;e.vis.selectAll("*").remove();var t=this.barWidth(),n=0,r=e.series.filter(function(e){return!e.disabled}).length,i=this.unstack?t/r:t,s=function(t){var n=[1,0,0,t.y<0?-1:1,0,t.y<0?e.y.magnitude(Math.abs(t.y))*2:0];return"matrix("+n.join(",")+")"};e.series.forEach(function(t){if(t.disabled)return;var r=e.vis.selectAll("path").data(t.stack.filter(function(e){return e.y!==null})).enter().append("svg:rect").attr("x",function(t){return e.x(t.x)+n}).attr("y",function(t){return e.y(t.y0+Math.abs(t.y))*(t.y<0?-1:1)}).attr("width",i).attr("height",function(t){return e.y.magnitude(Math.abs(t.y))}).attr("transform",s);Array.prototype.forEach.call(r[0],function(e){e.setAttribute("fill",t.color)}),this.unstack&&(n+=i)},this)},_frequentInterval:function(){var e=this.graph.stackedData||this.graph.stackData(),t=e.slice(-1).shift(),n={};for(var r=0;r<t.length-1;r++){var i=t[r+1].x-t[r].x;n[i]=n[i]||0,n[i]++}var s={count:0};return Rickshaw.keys(n).forEach(function(e){s.count<n[e]&&(s={count:n[e],magnitude:e})}),this._frequentInterval=function(){return s},s}}),Rickshaw.namespace("Rickshaw.Graph.Renderer.Area"),Rickshaw.Graph.Renderer.Area=Rickshaw.Class.create(Rickshaw.Graph.Renderer,{name:"area",defaults:function($super){return Rickshaw.extend($super(),{unstack:!1,fill:!1,stroke:!1})},seriesPathFactory:function(){var e=this.graph,t=d3.svg.area().x(function(t){return e.x(t.x)}).y0(function(t){return e.y(t.y0)}).y1(function(t){return e.y(t.y+t.y0)}).interpolate(e.interpolation).tension(this.tension);return t.defined&&t.defined(function(e){return e.y!==null}),t},seriesStrokeFactory:function(){var e=this.graph,t=d3.svg.line().x(function(t){return e.x(t.x)}).y(function(t){return e.y(t.y+t.y0)}).interpolate(e.interpolation).tension(this.tension);return t.defined&&t.defined(function(e){return e.y!==null}),t},render:function(){var e=this.graph;e.vis.selectAll("*").remove();var t=this.unstack?"append":"insert",n=e.vis.selectAll("path").data(this.graph.stackedData).enter()[t]("svg:g","g");n.append("svg:path").attr("d",this.seriesPathFactory()).attr("class","area"),this.stroke&&n.append("svg:path").attr("d",this.seriesStrokeFactory()).attr("class","line");var r=0;e.series.forEach(function(e){if(e.disabled)return;e.path=n[0][r++],this._styleSeries(e)},this)},_styleSeries:function(e){if(!e.path)return;d3.select(e.path).select(".area").attr("fill",e.color),this.stroke&&d3.select(e.path).select(".line").attr("fill","none").attr("stroke",e.stroke||d3.interpolateRgb(e.color,"black")(.125)).attr("stroke-width",this.strokeWidth),e.className&&e.path.setAttribute("class",e.className)}}),Rickshaw.namespace("Rickshaw.Graph.Renderer.ScatterPlot"),Rickshaw.Graph.Renderer.ScatterPlot=Rickshaw.Class.create(Rickshaw.Graph.Renderer,{name:"scatterplot",defaults:function($super){return Rickshaw.extend($super(),{unstack:!0,fill:!0,stroke:!1,padding:{top:.01,right:.01,bottom:.01,left:.01},dotSize:4})},initialize:function($super,e){$super(e)},render:function(){var e=this.graph;e.vis.selectAll("*").remove(),e.series.forEach(function(t){if(t.disabled)return;var n=e.vis.selectAll("path").data(t.stack.filter(function(e){return e.y!==null})).enter().append("svg:circle").attr("cx",function(t){return e.x(t.x)}).attr("cy",function(t){return e.y(t.y)}).attr("r",function(t){return"r"in t?t.r:e.renderer.dotSize});Array.prototype.forEach.call(n[0],function(e){e.setAttribute("fill",t.color)})},this)}}),Rickshaw.namespace("Rickshaw.Graph.Smoother"),Rickshaw.Graph.Smoother=Rickshaw.Class.create({initialize:function(e){this.graph=e.graph,this.element=e.element,this.aggregationScale=1,this.build(),this.graph.stackData.hooks.data.push({name:"smoother",orderPosition:50,f:this.transformer.bind(this)})},build:function(){var e=this;this.element&&$(function(){$(e.element).slider({min:1,max:100,slide:function(t,n){e.setScale(n.value),e.graph.update()}})})},setScale:function(e){if(e<1)throw"scale out of range: "+e;this.aggregationScale=e,this.graph.update()},transformer:function(e){if(this.aggregationScale==1)return e;var t=[];return e.forEach(function(e){var n=[];while(e.length){var 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