Dow Jones Industrial Average 1987 with dimple + rCharts

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<pre><code class='r'>require(dplyr)
require(quantmod)

getSymbols(&quot;DJIA&quot;, src = &quot;FRED&quot;)

roc &lt;- na.omit(merge(ROC(DJIA,n=1),ROC(DJIA,n=250)))

require(rCharts)
require(latticeExtra)
require(directlabels)

roc.df &lt;- reshape2::melt(
  data.frame(
    date = as.Date(index(roc[&quot;1986::1987&quot;,])),
    ROC_1day = roc[&quot;1986::1987&quot;,1,drop=T],
    ROC_1year = roc[&quot;1986::1987&quot;,2,drop=T]
  )
  ,id.vars = 1
  , variable.name = &quot;period&quot;
  , value.name = &quot;roc&quot;
)

#draw a traditional lattice plot
direct.label(asTheEconomist(
  xyplot(roc~date,groups=period,data=roc.df,type=&quot;l&quot;
  #       ,auto.key=TRUE
         
         ,main=&quot;Dow Jones Industrial Average (source: St. Louis Federal Reserve (FRED) )&quot;
  )
),method=&quot;last.points&quot;)

#draw an interactive dimple chart
roc.df$date &lt;- format(roc.df$date)
d1 &lt;- dPlot(
  roc ~ date
  ,groups = &quot;period&quot;
  ,data = roc.df
  ,type = &quot;line&quot;
  ,height = 400
  ,width = 700
  ,bounds = list(x = 80, y = 70, width = 600 , height = 250)
  #,legend = list(x = , y = , width = , height = )
)
d1$xAxis(
  type = &quot;addTimeAxis&quot;,
  inputFormat = &quot;%Y-%m-%d&quot;,
  outputFormat = &quot;%Y-%m-%d&quot;
)
d1$yAxis(
  outputFormat = &quot;.2%f&quot;
)
d1$set(
  defaultColors = latticeExtra::theEconomist.theme()$superpose.line$col[c(1,4)]
)
d1$setTemplate(
  afterScript = 
'
&lt;script&gt;
    //get fewer ticks on x axis
    //this is a dimple issue that might or might not get fixed
    myChart.svg.select(&quot;.axis&quot;).selectAll(&quot;.tick&quot;)[0].forEach(function(d,i){
          if (!(+d3.time.format(&quot;%m&quot;)(new Date(+d3.select(d).datum())) % 3 == 1)) {
            d.remove()
          } else {
            var dtext = d3.select(d).selectAll(&quot;text&quot;);
            dtext
              .text(d3.time.format(&quot;%b %Y&quot;)(new Date(dtext.text())))
              .attr(&quot;transform&quot;,&quot;none&quot;)
              .attr(&quot;y&quot;,12)
              .style(&quot;text-anchor&quot;,&quot;middle&quot;);
          }
        });

//remove x axis label
    myChart.axes[0].titleShape.remove()

myChart.svg.append(&quot;text&quot;)
        .attr(&quot;id&quot;,&quot;charttitle&quot;)
        .attr(&quot;x&quot;, 0)
        .attr(&quot;y&quot;, 30)
        .text(&quot;Dow Jones Industrial Average (source: St. Louis Federal Reserve (FRED) )&quot;)
        .style(&quot;text-anchor&quot;,&quot;beginning&quot;)
        .style(&quot;font-size&quot;,&quot;16px&quot;)
        .style(&quot;font-family&quot;,&quot;sans-serif&quot;)
&lt;/script&gt;
'    
)
d1
</code></pre>
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    <script type="text/javascript">
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"showPercent": false,
"inputFormat": "%Y-%m-%d",
"outputFormat": "%Y-%m-%d" 
},
"yAxis": {
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"zAxis": [],
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"defaultColors": [ "#00526D", "#939598" ],
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"x": "date",
"y": "roc",
"groups": "period",
"type": "line",
"bounds": {
 "x":     80,
"y":     70,
"width":    600,
"height":    250 
},
"id": "chart24201a751add" 
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    data = 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d":"ROC_1year","roc":0.302151963409939},{"date":"1987-07-09","period":"ROC_1year","roc":0.312440641038647},{"date":"1987-07-10","period":"ROC_1year","roc":0.328285125156758},{"date":"1987-07-13","period":"ROC_1year","roc":0.323961190924491},{"date":"1987-07-14","period":"ROC_1year","roc":0.331189902271174},{"date":"1987-07-15","period":"ROC_1year","roc":0.334287600271157},{"date":"1987-07-16","period":"ROC_1year","roc":0.33896475754585},{"date":"1987-07-17","period":"ROC_1year","roc":0.335221246555569},{"date":"1987-07-20","period":"ROC_1year","roc":0.324485929267449},{"date":"1987-07-21","period":"ROC_1year","roc":0.320267608023859},{"date":"1987-07-22","period":"ROC_1year","roc":0.310942077997537},{"date":"1987-07-23","period":"ROC_1year","roc":0.331822754943461},{"date":"1987-07-24","period":"ROC_1year","roc":0.341195827905821},{"date":"1987-07-27","period":"ROC_1year","roc":0.337593180289009},{"date":"1987-07-28","period":"ROC_1year","roc":0.35019257195118},{"date":"1987-07-29","period":"ROC_1year","roc":0.364603107142771},{"date":"1987-07-30","period":"ROC_1year","roc":0.371946696221932},{"date":"1987-07-31","period":"ROC_1year","roc":0.369784473006689},{"date":"1987-08-03","period":"ROC_1year","roc":0.362516697989522},{"date":"1987-08-04","period":"ROC_1year","roc":0.35467101161699},{"date":"1987-08-05","period":"ROC_1year","roc":0.364517354445487},{"date":"1987-08-06","period":"ROC_1year","roc":0.359322224139101},{"date":"1987-08-07","period":"ROC_1year","roc":0.3451183026569},{"date":"1987-08-10","period":"ROC_1year","roc":0.356999100254298},{"date":"1987-08-11","period":"ROC_1year","roc":0.373565387148206},{"date":"1987-08-12","period":"ROC_1year","roc":0.363615664431888},{"date":"1987-08-13","period":"ROC_1year","roc":0.364413230186225},{"date":"1987-08-14","period":"ROC_1year","roc":0.36570108284036},{"date":"1987-08-17","period":"ROC_1year","roc":0.361483888312747},{"date":"1987-08-18","period":"ROC_1year","roc":0.344412030911107},{"date":"1987-08-19","period":"ROC_1year","roc":0.345099572689223},{"date":"1987-08-20","period":"ROC_1year","roc":0.368878923710589},{"date":"1987-08-21","period":"ROC_1year","roc":0.352675885753271},{"date":"1987-08-24","period":"ROC_1year","roc":0.347930739606946},{"date":"1987-08-25","period":"ROC_1year","roc":0.359577834782506},{"date":"1987-08-26","period":"ROC_1year","roc":0.352956903485899},{"date":"1987-08-27","period":"ROC_1year","roc":0.357840884295807},{"date":"1987-08-28","period":"ROC_1year","roc":0.338553701193999},{"date":"1987-08-31","period":"ROC_1year","roc":0.327260397873697},{"date":"1987-09-01","period":"ROC_1year","roc":0.317999501232594},{"date":"1987-09-02","period":"ROC_1year","roc":0.320438759429932},{"date":"1987-09-03","period":"ROC_1year","roc":0.32184378856851},{"date":"1987-09-04","period":"ROC_1year","roc":0.30954039172738},{"date":"1987-09-08","period":"ROC_1year","roc":0.350348957120138},{"date":"1987-09-09","period":"ROC_1year","roc":0.371220771944478},{"date":"1987-09-10","period":"ROC_1year","roc":0.376645838558288},{"date":"1987-09-11","period":"ROC_1year","roc":0.383074543131908},{"date":"1987-09-14","period":"ROC_1year","roc":0.389873788429169},{"date":"1987-09-15","period":"ROC_1year","roc":0.369235929033139},{"date":"1987-09-16","period":"ROC_1year","roc":0.36147604026796},{"date":"1987-09-17","period":"ROC_1year","roc":0.343247779388557},{"date":"1987-09-18","period":"ROC_1year","roc":0.339529220809541},{"date":"1987-09-21","period":"ROC_1year","roc":0.32380182544195},{"date":"1987-09-22","period":"ROC_1year","roc":0.372981199898437},{"date":"1987-09-23","period":"ROC_1year","roc":0.379180271994191},{"date":"1987-09-24","period":"ROC_1year","roc":0.37992912113832},{"date":"1987-09-25","period":"ROC_1year","roc":0.374360665146042},{"date":"1987-09-28","period":"ROC_1year","roc":0.377846949689634},{"date":"1987-09-29","period":"ROC_1year","roc":0.374585020075755},{"date":"1987-09-30","period":"ROC_1year","roc":0.380741306914482},{"date":"1987-10-01","period":"ROC_1year","roc":0.391365596429654},{"date":"1987-10-02","period":"ROC_1year","roc":0.392043602360717},{"date":"1987-10-05","period":"ROC_1year","roc":0.380923827027492},{"date":"1987-10-06","period":"ROC_1year","roc":0.349537524055776},{"date":"1987-10-07","period":"ROC_1year","roc":0.352531795628024},{"date":"1987-10-08","period":"ROC_1year","roc":0.33604397942676},{"date":"1987-10-09","period":"ROC_1year","roc":0.321251522548553},{"date":"1987-10-12","period":"ROC_1year","roc":0.299561938755345},{"date":"1987-10-13","period":"ROC_1year","roc":0.311856643906286},{"date":"1987-10-14","period":"ROC_1year","roc":0.272590871720786},{"date":"1987-10-15","period":"ROC_1year","roc":0.262688720836053},{"date":"1987-10-16","period":"ROC_1year","roc":0.218543024531593},{"date":"1987-10-19","period":"ROC_1year","roc":-0.0392541143249137},{"date":"1987-10-20","period":"ROC_1year","roc":0.00330800042676671},{"date":"1987-10-21","period":"ROC_1year","roc":0.101425940916957},{"date":"1987-10-22","period":"ROC_1year","roc":0.0572956478982789},{"date":"1987-10-23","period":"ROC_1year","roc":0.055485052636552},{"date":"1987-10-26","period":"ROC_1year","roc":-0.0317493951085268},{"date":"1987-10-27","period":"ROC_1year","roc":-0.0171178398403349},{"date":"1987-10-28","period":"ROC_1year","roc":-0.0166409630738436},{"date":"1987-10-29","period":"ROC_1year","roc":0.0229985166609499},{"date":"1987-10-30","period":"ROC_1year","roc":0.0520399349032239},{"date":"1987-11-02","period":"ROC_1year","roc":0.0588189851615422},{"date":"1987-11-03","period":"ROC_1year","roc":0.0373261285143274},{"date":"1987-11-04","period":"ROC_1year","roc":0.0306719034524727},{"date":"1987-11-05","period":"ROC_1year","roc":0.0480377060896329},{"date":"1987-11-06","period":"ROC_1year","roc":0.032739629685743},{"date":"1987-11-09","period":"ROC_1year","roc":0.00342655650378898},{"date":"1987-11-10","period":"ROC_1year","roc":0.00852866532863672},{"date":"1987-11-11","period":"ROC_1year","roc":0.0135763683447259},{"date":"1987-11-12","period":"ROC_1year","roc":0.0521955918149803},{"date":"1987-11-13","period":"ROC_1year","roc":0.0628101365674727},{"date":"1987-11-16","period":"ROC_1year","roc":0.0648949884748093},{"date":"1987-11-17","period":"ROC_1year","roc":0.0325651114357317},{"date":"1987-11-18","period":"ROC_1year","roc":0.0237962344082669},{"date":"1987-11-19","period":"ROC_1year","roc":-0.00561890857680147},{"date":"1987-11-20","period":"ROC_1year","roc":0.00078938774274917},{"date":"1987-11-23","period":"ROC_1year","roc":0.00329180679765528},{"date":"1987-11-24","period":"ROC_1year","roc":0.0254284207576188},{"date":"1987-11-25","period":"ROC_1year","roc":0.0177586455893319},{"date":"1987-11-27","period":"ROC_1year","roc":-0.023327191657974},{"date":"1987-11-30","period":"ROC_1year","roc":-0.0601744132544511},{"date":"1987-12-01","period":"ROC_1year","roc":-0.0514865082400657},{"date":"1987-12-02","period":"ROC_1year","roc":-0.0403284087982962},{"date":"1987-12-03","period":"ROC_1year","roc":-0.0829926853954577},{"date":"1987-12-04","period":"ROC_1year","roc":-0.0815732573995414},{"date":"1987-12-07","period":"ROC_1year","roc":-0.0645119642256766},{"date":"1987-12-08","period":"ROC_1year","roc":-0.0291580300155214},{"date":"1987-12-09","period":"ROC_1year","roc":-0.0051064654659001},{"date":"1987-12-10","period":"ROC_1year","roc":-0.0356657930748598},{"date":"1987-12-11","period":"ROC_1year","roc":-0.0363523409919448},{"date":"1987-12-14","period":"ROC_1year","roc":0.00755618122735857},{"date":"1987-12-15","period":"ROC_1year","roc":0.0148719758395908},{"date":"1987-12-16","period":"ROC_1year","roc":0.0233760375067922},{"date":"1987-12-17","period":"ROC_1year","roc":-0.000924536109775609},{"date":"1987-12-18","period":"ROC_1year","roc":0.0313316987688044},{"date":"1987-12-21","period":"ROC_1year","roc":0.0324234607506959},{"date":"1987-12-22","period":"ROC_1year","roc":0.0245864745248658},{"date":"1987-12-23","period":"ROC_1year","roc":0.0477506376533618},{"date":"1987-12-24","period":"ROC_1year","roc":0.0466069385161347},{"date":"1987-12-28","period":"ROC_1year","roc":0.0244976980578464},{"date":"1987-12-29","period":"ROC_1year","roc":-0.000217944061887465},{"date":"1987-12-30","period":"ROC_1year","roc":-0.0108227158154763},{"date":"1987-12-31","period":"ROC_1year","roc":-0.0183976203408438}];
  var svg = dimple.newSvg("#" + opts.id, opts.width, opts.height);

//data = dimple.filterData(data, "Owner", ["Aperture", "Black Mesa"])
  var myChart = new dimple.chart(svg, data);
  if (opts.bounds) {
    myChart.setBounds(opts.bounds.x, opts.bounds.y, opts.bounds.width, opts.bounds.height);//myChart.setBounds(80, 30, 480, 330);
  }
  //dimple allows use of custom CSS with noFormats
  if(opts.noFormats) { myChart.noFormats = opts.noFormats; };
  //for markimekko and addAxis also have third parameter measure
  //so need to evaluate if measure provided
  
  //function to build axes
  function buildAxis(position,layer){
    var axis;
    var axisopts = opts[position+"Axis"];
    
    if(axisopts.measure) {
      axis = myChart[axisopts.type](position,layer[position],axisopts.measure);
    } else {
      axis = myChart[axisopts.type](position, layer[position]);
    };
    if(!(axisopts.type === "addPctAxis")) axis.showPercent = axisopts.showPercent;
    if (axisopts.orderRule) axis.addOrderRule(axisopts.orderRule);
    if (axisopts.grouporderRule) axis.addGroupOrderRule(axisopts.grouporderRule);  
    if (axisopts.overrideMin) axis.overrideMin = axisopts.overrideMin;
    if (axisopts.overrideMax) axis.overrideMax = axisopts.overrideMax;
    if (axisopts.overrideMax) axis.overrideMax = axisopts.overrideMax;
    if (axisopts.inputFormat) axis.dateParseFormat = axisopts.inputFormat;
    if (axisopts.outputFormat) axis.tickFormat = axisopts.outputFormat;    
    return axis;
  };
  
  var c = null;
  if(d3.keys(opts.colorAxis).length > 0) {
    c = myChart[opts.colorAxis.type](opts.colorAxis.colorSeries,opts.colorAxis.palette) ;
  }
  
  //allow manipulation of default colors to use with dimple
  if(opts.defaultColors.length) {
    //opts.defaultColors = opts.defaultColors[0];
    if (typeof(opts.defaultColors) == "function") {
      //assume this is a d3 scale
      //for now loop through first 20 but need a better way to handle
      defaultColorsArray = [];
      for (var n=0;n<20;n++) {
        defaultColorsArray.push(opts.defaultColors(n));
      };
      opts.defaultColors = defaultColorsArray;
    }
    opts.defaultColors.forEach(function(d,i) {
      opts.defaultColors[i] = new dimple.color(d);
    })
    myChart.defaultColors = opts.defaultColors;
  }  
  
  //do series
  //set up a function since same for each
  //as of now we have x,y,groups,data,type in opts for primary layer
  //and other layers reside in opts.layers
  function buildSeries(layer, hidden){
    //inherit from primary layer if not intentionally changed or xAxis, yAxis, zAxis null
    if (!layer.xAxis) layer.xAxis = opts.xAxis;    
    if (!layer.yAxis) layer.yAxis = opts.yAxis;
    if (!layer.zAxis) layer.zAxis = opts.zAxis;
    
    var x = buildAxis("x", layer);
    x.hidden = hidden;
    
    var y = buildAxis("y", layer);
    y.hidden = hidden;
    
    //z for bubbles
    var z = null;
    if (!(typeof(layer.zAxis) === 'undefined') && layer.zAxis.type){
      z = buildAxis("z", layer);
    };
    
    //here think I need to evaluate group and if missing do null
    //as the group argument
    //if provided need to use groups from layer
    var s = new dimple.series(myChart, null, x, y, z, c, dimple.plot[layer.type], dimple.aggregateMethod.avg, dimple.plot[layer.type].stacked);
    
    //as of v1.1.4 dimple can use different dataset for each series
    if(layer.data){
      //convert to an array of objects
      var tempdata;
      //avoid lodash for now
      datakeys = d3.keys(layer.data)
      tempdata = layer.data[datakeys[1]].map(function(d,i){
        var tempobj = {}
        datakeys.forEach(function(key){
          tempobj[key] = layer.data[key][i]
        })
        return tempobj
      })
      s.data = tempdata;
    }
    
    if(layer.hasOwnProperty("groups")) {
      s.categoryFields = (typeof layer.groups === "object") ? layer.groups : [layer.groups];
      //series offers an aggregate method that we will also need to check if available
      //options available are avg, count, max, min, sum
    }
    if (!(typeof(layer.aggregate) === 'undefined')) {
      s.aggregate = eval(layer.aggregate);
    }
    if (!(typeof(layer.lineWeight) === 'undefined')) {
      s.lineWeight = eval(layer.lineWeight);
    }
    if (!(typeof(layer.barGap) === 'undefined')) {
      s.barGap = eval(layer.barGap);
    }    
  
   /* if (!(typeof(layer.eventHandler) === 'undefined')) {
      layer.eventHandler = (layer.eventHandler.length === "undefined") ? layer.eventHandler : [layer.eventHandler];
      layer.eventHandler.forEach(function(evt){
        s.addEventHandler(evt.event, eval(evt.handler))
      })
    }*/
      
    myChart.series.push(s);
    
    /*placeholder fix domain of primary scale for new series data
    //not working right now but something like this
    //for now just use overrideMin and overrideMax from rCharts
    for( var i = 0; i<2; i++) {
      if (!myChart.axes[i].overrideMin) {
        myChart.series[0]._axisBounds(i==0?"x":"y").min = myChart.series[0]._axisBounds(i==0?"x":"y").min < s._axisBounds(i==0?"x":"y").min ? myChart.series[0]._axisBounds(i==0?"x":"y").min : s._axisBounds(i==0?"x":"y").min;
      }
      if (!myChart.axes[i].overrideMax) {  
        myChart.series[0]._axisBounds(i==0?"x":"y")._max = myChart.series[0]._axisBounds(i==0?"x":"y").max > s._axisBounds(i==0?"x":"y").max ? myChart.series[0]._axisBounds(i==0?"x":"y").max : s._axisBounds(i==0?"x":"y").max;
      }
      myChart.axes[i]._update();
    }
    */
    
    return s;
  };
  
  buildSeries(opts, false);
  if (opts.layers.length > 0) {
    opts.layers.forEach(function(layer){
      buildSeries(layer, true);
    })
  }
  //unsure if this is best but if legend is provided (not empty) then evaluate
  if(d3.keys(opts.legend).length > 0) {
    var l =myChart.addLegend();
    d3.keys(opts.legend).forEach(function(d){
      l[d] = opts.legend[d];
    });
  }
  //quick way to get this going but need to make this cleaner
  if(opts.storyboard) {
    myChart.setStoryboard(opts.storyboard);
  };
  myChart.draw();

</script>

Modified http://d3js.org/d3.v3.min.js to a secure url

Modified http://dimplejs.org/dist/dimple.v1.1.5.min.js to a secure url

Modified http://cdnjs.cloudflare.com/ajax/libs/prettify/188.0.0/prettify.js to a secure url

https://d3js.org/d3.v3.min.js

https://dimplejs.org/dist/dimple.v1.1.5.min.js

https://cdnjs.cloudflare.com/ajax/libs/prettify/188.0.0/prettify.js