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15c966e0 1<!DOCTYPE html>
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2<html>
3 <head>
fe57a69b 4 <title>dygraphs JavaScript Visualization Library</title>
078d1d29 5 <!--[if IE]>
15c966e0 6 <script type="text/javascript" src="excanvas.js"></script>
078d1d29 7 <![endif]-->
9f006dbf 8 <script type="text/javascript" src="dygraph-combined.js"></script>
15c966e0 9 <link rel="stylesheet" href="style.css">
078d1d29 10 </head>
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11 <body>
12 <div id="nav">
13 <h2>Documentation</h2>
14 <ul>
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15 <li><a href="#demo">Demo</a></li>
16 <li><a href="#usage">Usage</a></li>
17 <li><a href="#ie">IE Compatibility</a></li>
18 <li><a href="#gviz">GViz Data</a></li>
19 <li><a href="#baseball">Baseball chart</a></li>
20 <li><a href="#stock">Stock chart</a></li>
21 <li><a href="#options">Options Reference</a></li>
71ac4733 22 <li><a href="#gwt">GWT Compatibility</a></li>
68f9bed3 23 <li><a href="#policy">Data Policy</a></li>
15c966e0 24 </ul>
68f9bed3 25
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26 <h2>Features</h2>
27 <ul>
28 <li><a href="data.html">Data Formats</a></li>
29 <li><a href="annotations.html">Annotations</a></li>
30 </ul>
31
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32 <h2>Project</h2>
33 <ul>
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34 <li><a href="http://github.com/danvk/dygraphs">Source</a></li>
35 <li><a href="http://code.google.com/p/dygraphs/issues/">Issues</a></li>
36 <li><a href="http://code.google.com/p/dygraphs/issues/entry">Report Bug</a></li>
cd12bba0 37 <li><a href="changes.html">Contribute a change</a></li>
a843ade7 38 <li><a href="mailto:dygraphs-users [at] googlegroups.com">Contact</a></li>
15c966e0 39 </ul>
68f9bed3 40
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41 <h2>Gallery</h2>
42 <ul>
2b2a2f1c 43 <li><a href="tests/">(browse demos)</a></li>
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44 <li><a href="tests/demo.html">Basic Demo</a></li>
45 <li><a href="tests/gviz.html">GViz Demo</a></li>
46 <li><a href="tests/plotter.html">Equation Plotter</a></li>
47 <li><a href="tests/perf.html">Performance Test</a></li>
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48 <li><a href="tests/annotation.html">Annotations</a></li>
49 <li><a href="tests/annotation-gviz.html">Annotations (GViz)</a></li>
116bd142 50 <li><a href="tests/fillGraph.html">Filled Chart</a></li>
68f9bed3 51 <li><a href="tests/perf.html">Fractions</a></li>
bf5b5f4d 52 <li><a href="tests/visibility.html">Visibility</a></li>
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53 <li><a href="tests/label-div.html">Labels in a DIV</a></li>
54 <li><a href="tests/numeric-axis.html">Numeric Axis</a></li>
55 <li><a href="tests/draw-points.html">Dotted Points</a></li>
56 <li><a href="tests/native-format.html">Native Format</a></li>
57 <li><a href="tests/grid_dot.html">Crazy Styles</a></li>
58 <li><a href="tests/spacing.html">Tick spacing</a></li>
59 <li><a href="tests/callback.html">Callbacks</a></li>
60 <li><a href="tests/crosshair.html">Crosshairs</a></li>
61 <li><a href="tests/hourly.html">Hourly/Minutely data</a></li>
62 <li><a href="tests/isolated-points.html">Isolated Points</a></li>
63 <li><a href="tests/missing-data.html">Missing Data</a></li>
64 <li><a href="tests/border.html">Bordered chart</a></li>
65 <li><a href="tests/custom-bars.html">Custom Bars</a></li>
66 <li><a href="tests/customLabel.html">Custom Label Styles</a></li>
67 <li><a href="tests/dygraph.html">Minimal Example</a></li>
68 <li><a href="tests/negative.html">Negative Numbers</a></li>
69 <li><a href="tests/noise.html">Noisy Data</a></li>
70 <li><a href="tests/two-series.html">Multiple Series</a></li>
a7ef12f5 71 <li><a href="tests/highlighted-region.html">Custom Underlay / background</a></li>
6b837a40 72 <li><a href="tests/zoom.html">Tests for zoom operations</a></li>
60adad33 73 <li><a href="tests/logscale.html">Log scale tests</a></li>
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74 </ul>
75 </div>
fe57a69b 76
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77 <div id="content">
78 <h1>dygraphs JavaScript Visualization Library</h1>
68f9bed3 79
15c966e0 80 <p><a href="http://github.com/danvk/dygraphs">http://github.com/danvk/dygraphs</a></p>
a843ade7 81 <p>See <a href="http://groups.google.com/group/dygraphs-users">mailing list</a>, <a href="http://github.com/danvk/dygraphs/downloads/">downloads</a>, <a href="tests/">gallery</a> and <a href="http://code.google.com/p/dygraphs/issues/">open issues</a></p>
68f9bed3 82
15c966e0 83 <p>dygraphs is an open source JavaScript library that produces produces interactive, zoomable charts of time series. It is designed to display dense data sets and enable users to explore and interpret them.</p>
68f9bed3 84
15c966e0 85 <h3 id="demo">A demo is worth a thousand words:</h3>
68f9bed3 86
c65f2303 87 <p style="font-size:0.8em">(Mouse over to highlight individual values. Click and drag to zoom. Double-click to zoom back out. Change the number and hit enter to adjust the averaging period.)</p>
68f9bed3 88
15c966e0 89 <div id="title" style="width:800px; margin: 1em;text-align:center; font-weight: bold; font-size: 125%;">Temperatures in New York vs. San Francisco</div>
68f9bed3 90
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91 <div id="demodiv" style="width:800px; height:320px;"></div>
92 <script type="text/javascript">
68f9bed3 93 g = new Dygraph(
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94 document.getElementById("demodiv"),
95 "ny-vs-sf.txt",
96 {
97 rollPeriod: 14,
98 showRoller: true,
99 customBars: true,
100 yAxisLabelWidth: 30
101 }
68f9bed3 102 );
15c966e0 103 </script>
68f9bed3 104
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105 <h4>Some things to notice:</h4>
106 <ul>
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107 <li>There's less seasonal temperature variation in SF than in NY.</li>
108 <li>The difference is about 15&deg; F for SF vs. 50&deg; F for NY.</li>
109 <li>The daily data (set rolling period to 1) is quite noisy and hides this conclusion.</li>
110 <li>Using a 14-day moving average makes it clearer. A 100-day rolling period averages out nearly all the specifics from the data.</li>
111 <li>There's a gap in the data for SF, when the weather station was down (zoom into October 2007 to see it).</li>
112 <li>The bands around each point indicate average highs and lows.</li>
113 <li>There is a <em>lot</em> of data in this chart: low, average and high for each city on each day of a three year period &asymp; 6000 data points in all.</li>
15c966e0 114 </ul>
68f9bed3 115
15c966e0 116 <p>dygraphs allows the user to explore the data and discover these facts.</p>
68f9bed3 117
15c966e0 118 <p>For more demos, browse the dygraph <a href="tests/">tests</a> directory.</p>
68f9bed3 119
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120 <h3>Features</h3>
121 <p>Some of the features of dygraphs:</p>
122 <ul>
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123 <li>Plots time series without using an external server or Flash</li>
124 <li>Works in Internet Explorer (using excanvas)</li>
c4370b98 125 <li>Lightweight (69kb) and responsive</li>
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126 <li>Displays values on mouseover (this makes it easily discoverable)</li>
127 <li>Supports error bands around data series</li>
128 <li>Interactive zoom</li>
2b2a2f1c 129 <li>Displays Annotations on the chart</li>
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130 <li>Adjustable averaging period</li>
131 <li>Can intelligently chart fractions</li>
132 <li>Customizable click-through actions</li>
133 <li>Compatible with the Google Visualization API</li>
134 <li>Intelligent defaults make it easy to use</li>
15c966e0 135 </ul>
68f9bed3 136
15c966e0 137 <h2 id="usage">Usage</h2>
68f9bed3 138
15c966e0 139 <p>To use dygraphs, include the <code><a href="http://github.com/danvk/dygraphs/downloads/">dygraph-combined.js</a></code> JavaScript file and instantiate a <code>Dygraph</code> object.</p>
68f9bed3 140
15c966e0 141 <p>Here's a basic example to get things started:</p>
68f9bed3 142
15c966e0 143 <div class="example" style="clear:both;">
68f9bed3 144 <div class="codeblock" style="float:left;width:400px;">
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145 <h3 style="text-align:center">HTML</h3>
146 <code>
147 <pre>
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148&lt;html&gt;
149&lt;head&gt;
68f9bed3 150&lt;script type=&quot;text/javascript&quot;
15c966e0 151 src=&quot;dygraph-combined.js&quot;&gt;&lt;/script&gt;
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152&lt;/head&gt;
153&lt;body&gt;
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154&lt;div id=&quot;graphdiv&quot;&gt;&lt;/div&gt;
155&lt;script type=&quot;text/javascript&quot;&gt;
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156 g = new Dygraph(
157
158 // containing div
159 document.getElementById(&quot;graphdiv&quot;),
160
161 // CSV or path to a CSV file.
162 &quot;Date,Temperature\n&quot; +
163 &quot;2008-05-07,75\n&quot; +
164 &quot;2008-05-08,70\n&quot; +
165 &quot;2008-05-09,80\n&quot;
166
167 );
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168&lt;/script&gt;
169&lt;/body&gt;
170&lt;/html&gt;
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171</pre>
172 </code>
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173 </div>
174 <div class="codeoutput" style="float:left;">
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175 <h3 style="text-align:center">OUTPUT</h3>
176 <div id="graphdiv"></div>
177 <script type="text/javascript">
178 g = new Dygraph(
179
180 // containing div
181 document.getElementById("graphdiv"),
182
183 // CSV or path to a CSV file.
184 "Date,Temperature\n" +
185 "2008-05-07,75\n" +
186 "2008-05-08,70\n" +
187 "2008-05-09,80\n"
188 );
189 </script>
68f9bed3 190 </div>
15c966e0 191 </div>
68f9bed3 192
ff00d3e2 193 <p style="clear:both">In order to keep this example self-contained, the second parameter is raw CSV data. The dygraphs library parses this data (including column headers), resizes its container to a reasonable default, calculates appropriate axis ranges and tick marks and draws the graph.</p>
68f9bed3 194
15c966e0 195 <p>In most applications, it makes more sense to include a CSV file instead. If the second parameter to the constructor doesn't contain a newline, it will be interpreted as the path to a CSV file. The Dygraph will perform an XMLHttpRequest to retrieve this file and display the data when it becomes available. Make sure your CSV file is readable and serving from a place that understands XMLHttpRequest's! In particular, you cannot specify a CSV file using <code>"file:///"</code>. Here's an example: (data from <a href="http://www.wunderground.com/history/airport/KNUQ/2007/1/1/CustomHistory.html?dayend=31&amp;monthend=12&amp;yearend=2007&amp;req_city=NA&amp;req_state=NA&amp;req_statename=NA">Weather Underground</a>)</p>
68f9bed3 196
15c966e0 197 <div class="example" style="clear:both;">
68f9bed3 198 <div class="codeblock" style="float:left;width:400px;">
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199 <h3 style="text-align:center">HTML</h3>
200 <code>
68f9bed3 201<pre>
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202&lt;html&gt;
203&lt;head&gt;
68f9bed3 204&lt;script type=&quot;text/javascript&quot;
15c966e0 205 src=&quot;dygraph-combined.js&quot;&gt;&lt;/script&gt;
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206&lt;/head&gt;
207&lt;body&gt;
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208&lt;div id=&quot;graphdiv2&quot;
209 style=&quot;width:500px; height:300px;&quot;&gt;&lt;/div&gt;
210&lt;script type=&quot;text/javascript&quot;&gt;
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211 g2 = new Dygraph(
212 document.getElementById(&quot;graphdiv2&quot;),
213 &quot;temperatures.csv&quot;, // path to CSV file
214 {} // options
215 );
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216&lt;/script&gt;
217&lt;/body&gt;
218&lt;/html&gt;
219</pre>
15c966e0 220 </code>
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221 </div>
222 <div class="codeoutput" style="float:left;">
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223 <h3 style="text-align:center">OUTPUT</h3>
224 <div id="graphdiv2" style="width:500px; height:300px;"></div>
225 <script type="text/javascript">
226 g2 = new Dygraph(
227 document.getElementById("graphdiv2"),
228 "temperatures.csv",
229 {}
230 );
231 </script>
68f9bed3 232 </div>
15c966e0 233 </div>
68f9bed3 234
15c966e0 235 <p style="clear:both;">The file used is <code><a href="temperatures.csv">temperatures.csv</a></code>.</p>
68f9bed3 236
15c966e0 237 <p>There are a few things to note here:</p>
68f9bed3 238
15c966e0 239 <ul>
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240 <li>The Dygraph sent off an XHR to get the temperatures.csv file.</li>
241 <li>The labels were taken from the first line of <code>temperatures.csv</code>, which is <code>Date,High,Low</code>.</li>
242 <li>The Dygraph automatically chose two different, easily-distinguishable colors for the two data series.</li>
243 <li>The labels on the x-axis have switched from days to months. If you zoom in, they'll switch to weeks and then days.</li>
244 <li>Some heuristics are used to determine a good vertical range for the data. The idea is to make all the data visible and have human-friendly values on the axis (i.e. 200 instead of 193.4). Generally this works well.</li>
245 <li>The data is very spiky. A moving average would be easier to interpret.</li>
15c966e0 246 </ul>
68f9bed3 247
15c966e0 248 <p>This problem can be fixed by specifying the appropriate options in the "additional options" parameter to the Dygraph constructor. To set the number of days for a moving average, use the <code>rollPeriod</code> option. Here's how it's done:</p>
68f9bed3 249
15c966e0 250 <div class="example" style="clear:both;">
68f9bed3 251 <div class="codeblock" style="float:left;width:400px;">
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252 <h3 style="text-align:center">HTML</h3>
253 <code>
68f9bed3 254<pre>
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255&lt;html&gt;
256&lt;head&gt;
68f9bed3 257&lt;script type=&quot;text/javascript&quot;
15c966e0 258 src=&quot;dygraph-combined.js&quot;&gt;&lt;/script&gt;
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259&lt;/head&gt;
260&lt;body&gt;
68f9bed3 261&lt;div id=&quot;graphdiv3&quot;
15c966e0 262 style=&quot;width:500px; height:300px;&quot;&gt;&lt;/div&gt;
68f9bed3 263&lt;script type=&quot;text/javascript&quot;&gt;
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264 g3 = new Dygraph(
265 document.getElementById(&quot;graphdiv3&quot;),
266 &quot;temperatures.csv&quot;,
267 {
268 rollPeriod: 7,
269 showRoller: true
270 }
271 );
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272&lt;/script&gt;
273&lt;/body&gt;
274&lt;/html&gt;
275</pre>
15c966e0 276 </code>
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277 </div>
278 <div class="codeoutput" style="float:left;">
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279 <h3 style="text-align:center">OUTPUT</h3>
280 <div id="graphdiv3" style="width:500px; height:300px;"></div>
281 <script type="text/javascript">
282 g3 = new Dygraph(
283 document.getElementById("graphdiv3"),
284 "temperatures.csv",
285 {
286 rollPeriod: 7,
287 showRoller: true
288 }
289 );
290 </script>
68f9bed3 291 </div>
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292 </div>
293
294 <p style="clear:both;">A rolling average can be set using the text box in the lower left-hand corner of the graph (the showRoller attribute is what makes this appear). Also note that we've explicitly set the size of the chart div.</p>
68f9bed3 295
15c966e0 296 <h2>Error Bars</h2>
68f9bed3 297
15c966e0 298 <p>Another significant feature of the dygraphs library is the ability to display error bars around data series. One standard deviation must be specified for each data point. A <em>&plusmn;n</em> sigma band will be drawn around the data series at that point. If a moving average is being displayed, dygraphs will compute the standard deviation of the average at each point. I.E. <em>&sigma; = sqrt( (&sigma;<sub>1<sup>2</sup></sub> + &sigma;<sub>2<sup>2</sup></sub> + ... + &sigma;<sub>n<sup>2</sup></sub>) / n )</em></p>
68f9bed3 299
15c966e0 300 <p>Here's a demonstration. There are two data series. One is <code>N(100,10)</code> with a standard deviation of 10 specified at each point. The other is <code>N(80,20)</code> with a standard deviation of 20 specified at each point. The CSV file was generated using Octave and can be viewed at <a href="twonormals.csv">twonormals.csv</a>.</p>
68f9bed3 301
15c966e0 302 <div class="example" style="clear:both;">
68f9bed3 303 <div class="codeblock" style="float:left;width:400px;">
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304 <h3 style="text-align:center">HTML</h3>
305 <code>
68f9bed3 306<pre>
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307&lt;html&gt;
308&lt;head&gt;
68f9bed3 309&lt;script type=&quot;text/javascript&quot;
15c966e0 310 src=&quot;combined.js&quot;&gt;&lt;/script&gt;
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311&lt;/head&gt;
312&lt;body&gt;
68f9bed3 313&lt;div id=&quot;graphdiv4&quot;
15c966e0 314 style=&quot;width:600px; height:300px;&quot;&gt;&lt;/div&gt;
68f9bed3 315&lt;script type=&quot;text/javascript&quot;&gt;
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316 g4 = new Dygraph(
317 document.getElementById(&quot;graphdiv4&quot;),
318 &quot;twonormals.csv&quot;,
319 {
320 rollPeriod: 7,
321 showRoller: true,
322 errorBars: true,
323 valueRange: [50,125]
324 }
325 );
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326&lt;/script&gt;
327&lt;/body&gt;
328&lt;/html&gt;
329</pre>
15c966e0 330 </code>
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331 </div>
332 <div class="codeoutput" style="float:left;">
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333 <h3 style="text-align:center">OUTPUT</h3>
334 <div id="graphdiv4" style="width:600px; height:300px;"></div>
335 <script type="text/javascript">
336 g4 = new Dygraph(
337 document.getElementById("graphdiv4"),
338 "twonormals.csv",
339 {
340 rollPeriod: 7,
341 showRoller: true,
342 errorBars: true,
343 valueRange: [50,125]
344 }
345 );
346 </script>
68f9bed3 347 </div>
15c966e0 348 </div>
68f9bed3 349
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350 <p style="clear:both;">Things to note here:</p>
351
352 <ul>
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353 <li>The <strong>errorBars</strong> option affects both the interpretation of the CSV file and the display of the graph. When <strong>errorBars</strong> is set to true, each line is interpreted as <em>YYYYMMDD</em>, <em>A</em>, <em>sigma_A</em>, <em>B</em>, <em>sigma_B</em>, &hellip;</li>
354 <li>The first line of the CSV file doesn't mention the error columns. In this case, it's just "Date,Series1,Series2".</li>
355 <li>The averaging visibly affects the error bars. This is most clear if you crank up the rolling period to something like 100 days. For the earliest dates, there won't be 100 data points to average so the signal will be noisier. The error bars get smaller like sqrt(N) going forward in time until there's a full 100 points to average.</li>
356 <li>The error bars are partially transparent. This can be seen when they overlap one another.</li>
15c966e0 357 </ul>
68f9bed3 358
15c966e0 359 <h2 id="ie">Internet Explorer Compatibility</h2>
68f9bed3 360
1b8d37e5 361 <p>The dygraphs library relies heavily on the HTML5 <code>&lt;canvas&gt;</code> tag, which Microsoft Internet Explorer did not traditionally support. To use Microsoft's native canvas implementation in IE9, you need to set an HTML5 doctype on your page:</p>
435c59c9 362
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363 <pre>
364 &lt;!DOCTYPE html&gt;
365 </pre>
366
367 <p>When IE9 is in HTML5 mode, dygraphs works just like in other modern browsers.</p>
368
369 <p>If you want to support previous versions of Internet Explorer (IE6&ndash;IE8), you'll need to include the <a href="http://code.google.com/p/explorercanvas/">excanvas</a> library, which emulates the <code>&lt;canvas&gt;</code> tag using VML. You can add excanvas by including this snippet:</p>
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370
371<pre>
372&lt;head&gt;
15c966e0 373 &lt;!--[if IE]&gt;&lt;script src="excanvas.js"&gt;&lt;/script&gt;&lt;![endif]--&gt;
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374&lt;/head&gt;
375</pre>
376
1b8d37e5 377 <p>While this sounds like it would be slow, it works well in practice for most charts.</p>
435c59c9 378
15c966e0 379 <p>One common gotcha to look out for: make sure you don't have any trailing commas in parameter lists, e.g.</p>
435c59c9 380
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381<pre>
382new Dygraph(el, data, {
15c966e0 383 showRoller: true, // note trailing comma
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384})</pre>
385
68f9bed3 386 <p>Most browsers will ignore the trailing comma, but it will break under IE.</p>
aaa21dc9 387
68f9bed3 388 <h2 id="gviz">GViz Data</h2>
435c59c9 389
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390 <p>The <a
391 href="http://code.google.com/apis/visualization/documentation/index.html">Google
392 Visualization API</a> provides a standard interface for describing data.
393 Once you've specified your data using this API, you can plug in any
394 GViz-compatible visualization. dygraphs is such a visualization. In
395 particular, it can be used as a drop-in replacement for the
396 AnnotatedTimeline visualization used on Google Finance and other sites. To
397 see how this works, check out the <a href="tests/annotation-gviz.html">gviz
398 annotation demo.</a></p>
36676109 399
68f9bed3 400 <p>For a simple demonstration of how to use dygraphs a GViz visualization, see <a href="http://danvk.org/dygraphs/tests/gviz.html">http://danvk.org/dygraphs/tests/gviz.html</a>. dygraphs can also be used as a GViz gadget. This allows it to be embedded inside of a Google Spreadsheet. For a demonstration of this, see <a href="http://spreadsheets.google.com/ccc?key=0Anx1yCqeL8YUdDR1c3pPREhraGhkWmdhaURjOXRncXc&amp;hl=en">this spreadsheet</a>. The URL for the gadget is <code><a href="http://danvk.org/dygraphs/gadget.xml">http://danvk.org/dygraphs/gadget.xml</a></code>.</p>
36676109 401
68f9bed3 402 <p>Here's an example of a published gviz gadget using dygraphs:</p>
a87e8e01 403
15c966e0 404 <script src="http://spreadsheets.google.com/gpub?url=http%3A%2F%2Fkb8jbn8l90ocl9n4b14jrcvp61ceqis5.spreadsheets.gmodules.com%2Fgadgets%2Fifr%3Fup__table_query_url%3Dhttp%253A%252F%252Fspreadsheets.google.com%252Ftq%253Frange%253DA1%25253AC31%2526headers%253D-1%2526key%253D0Anx1yCqeL8YUdDR1c3pPREhraGhkWmdhaURjOXRncXc%2526gid%253D0%2526pub%253D1%26up__table_query_refresh_interval%3D300%26url%3Dhttp%253A%252F%252Fdanvk.org%252Fdygraphs%252Fgadget.xml%253Fnocache&height=215&width=530"></script>
a87e8e01 405
68f9bed3 406 <h2 id="baseball">Charting Fractions</h2>
15c966e0 407
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408 <p>Situations often arise where you want to plot fractions, e.g. the fraction of respondents in a poll who said they'd vote for candidate X or the number of hits divided by at bats (baseball's batting average). Fractions require special treatment for two main reasons:</p>
409
410 <ul>
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411 <li>The average of <code>a1/b1</code> and <code>a2/b2</code> is <code>(a1+a2)/(b1+b2)</code>, not <code>(a1/b1 + a2/b2)/2</code>.</li>
412 <li>The normal approximation is not always applicable and more sophisticated confidence intervals (e.g. the <a href="http://en.wikipedia.org/wiki/Binomial_proportion_confidence_interval">Wilson confidence interval</a>) must be employed to avoid ratios that exceed 100% or go below 0%.</li>
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413 </ul>
414
415 <p>Fortunately, dygraphs handles both of these for you! Here's a chart and the command that generated it:</p>
416
417 <div style="width:750px; text-align:center; font-weight: bold; font-size: 125%;">Batting Average for Ichiro Suzuki vs. Mariners (2004)</div>
418 <div id="baseballdiv" style="width:750px; height:300px;"></div>
419 <script type="text/javascript">
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420 new Dygraph(
421 document.getElementById("baseballdiv"),
422 "suzuki-mariners.txt",
423 {
424 fractions: true,
425 errorBars: true,
426 showRoller: true,
427 rollPeriod: 15
428 }
429 );
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430 </script>
431
432 <p>Command:</p>
a87e8e01 433<pre>
15c966e0 434 new Dygraph(
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435 document.getElementById(&quot;baseballdiv&quot;),
436 &quot;suzuki-mariners.txt&quot;,
437 {
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438 fractions: true,
439 errorBars: true,
440 showRoller: true,
441 rollPeriod: 15
68f9bed3 442 }
15c966e0 443 );
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444</pre>
445
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446 <p>The <code>fractions</code> option indicates that the values in each column should be parsed as fractions (e.g. "1/2" instead of "0.5"). The <code>errorBars</code> option indicates that we'd like to see a confidence interval around each data point. By default, when <code>fractions</code> is set, you get a Wilson confidence interval. If you look carefully at the chart, you can see that the error bars are asymmetric.</p>
447
448 <p>A couple things to notice about this chart:</p>
15c966e0 449
68f9bed3 450 <ul>
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451 <li>The error bars for Ichiro's batting average are larger than for the Mariners', since he has far fewer at bats than his team.</li>
452 <li>dygraphs makes it easy to see "batting average over the last 30 games". This is ordinarily quite difficult to compute. It makes it clear where the "hot" and "cold" part of Suzuki's season were.</li>
453 <li>If you set the averaging period to something large, like 200, you'll see the team's and player's batting average through that game. The final number is the overall batting average for the season.</li>
454 <li>Where the error bars do not overlap, we can say with 95% confidence that the series differ. There is a better than 95% chance that Ichiro was a better hitter than his team as a whole in 2004, the year he won the batting title.</li>
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455 </ul>
456
457 <h2 id="stock">One last demo</h2>
458
459 <p>This chart shows monthly closes of the Dow Jones Industrial Average, both in nominal and real (i.e. adjusted for inflation) dollars. The shaded areas show its monthly high and low. CPI values with a base from 1982-84 are used to adjust for inflation.</p>
460
461 <div id="dow_chart" style="width:900px; height:350px;"></div>
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462 <p><b>Display: </b>
463 <input type=checkbox id=0 onClick="stockchange(this)" checked>
464 <label for="0"> Nominal</label>
465 <input type=checkbox id=1 onClick="stockchange(this)" checked>
466 <label for="1"> Real</label>
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467 <input type=checkbox id=ann onClick="annotationschange(this)" checked>
468 <label for="ann"> Annotations</label>
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469 </p>
470
68f9bed3 471 <script type="text/javascript">
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472 var stock_annotations = [
473 {
474 series: "Real",
475 x: "1929-08-15",
476 shortText: "A",
477 text: "1929 Stock Market Peak"
478 },
479 {
480 series: "Nominal",
481 x: "1987-08-15",
482 shortText: "B",
483 text: "1987 Crash"
484 },
485 {
486 series: "Nominal",
487 x: "1999-12-15",
488 shortText: "C",
489 text: "1999 (.com) Peak"
490 },
491 {
492 series: "Nominal",
493 x: "2007-10-15",
494 shortText: "D",
495 text: "All-Time Market Peak"
496 }
497 ];
498
15c966e0 499 // From http://www.econstats.com/eqty/eq_d_mi_3.csv
7ffbfdc1 500 stockchart = new Dygraph(
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501 document.getElementById('dow_chart'),
502 "dow.txt",
503 {
504 showRoller: true,
505 customBars: true,
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506 labelsKMB: true,
507 drawCallback: function(g, is_initial) {
508 if (!is_initial) return;
509 g.setAnnotations( stock_annotations );
510 }
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511 }
512 );
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513
514 function stockchange(el) {
515 stockchart.setVisibility(el.id, el.checked);
516 }
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517
518 function annotationschange(el) {
519 if (el.checked) {
520 stockchart.setAnnotations(stock_annotations);
521 } else {
522 stockchart.setAnnotations([]);
523 }
524 }
68f9bed3 525 </script>
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526<!--
527
528Here is a script to regenerate the Dow Jones plot:
529
530# Get unadjusted DJIA data in a nice format:
531curl -O http://www.econstats.com/eqty/eq_d_mi_3.csv
532sed '1,17d' eq_d_mi_3.csv | cut -d, -f1,6 | perl -pe 's/(\d{4}-\d\d)-\d\d/$1/g' | perl -pe 's/, */\t/' | grep -v 'na' | perl -ne 'chomp; ($m,$v) = split/\t/; $close{$m} = $v; if ($low{$m} == 0 || $v < $low{$m}) { $low{$m}=$v } if ($v > $high{$m}) { $high{$m} = $v } END { for $x(sort keys %close) { print "$x\t$low{$x}\t$close{$x}\t$high{$x}\n" } } ' > monthly-djia.tsv
533
534# Fetch and format the CPI data:
535curl 'http://data.bls.gov/PDQ/servlet/SurveyOutputServlet?series_id=CUUR0000SA0&years_option=all_years&periods_option=all_periods&output_type=column&output_format=text&delimiter=comma' > cpi-u.txt
536sed '1,/Series Id,Year,/d' cpi-u.txt | sed '/^$/,$d' | cut -d, -f2,3,4 | perl -ne 'print if /,M(0[0-9]|1[012]),/' | perl -pe 's/(\d{4}),M(\d{2}),/$1-$2\t/g' > cpi-u.tsv
537
538# Merge:
15c966e0 539join -t' ' cpi-u.tsv monthly-djia.tsv > annotated-djia.tsv
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540perl -ne 'BEGIN{print "Month,Nominal,Real\n"} chomp; ($m,$cpi,$low,$close,$high) = split /\t/; $cpi /= 100.0; print "$m-15,$low;$close;$high,",($low/$cpi),";",($close/$cpi),";",($high/$cpi),"\n"' annotated-djia.tsv > dow.txt
541
542-->
353a0294 543
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544 <h2 id="options">Other Options</h2>
545
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546 <p>In addition to the options mentioned above (<code>showRoller</code>, <code>rollPeriod</code>, <code>errorBars</code>, <code>valueRange</code>), there are <i>many</i> others.</p>
547
548 <p>For a full list, see the <a href="options.html">Dygraphs Options Reference</a> page.</p>
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549
550 <h2>Common Gotchas</h2>
551
552 <p>Here are a few problems that I've frequently run into while using the dygraphs library.</p>
553
554 <ul>
dde90a16 555 <li>If your chart doesn't display, be sure to check your browser's JavaScript error console. dygraphs makes every attempt to log errors and warnings, and these can often guide you in the right direction.</li>
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556 <li>Make sure your CSV files are readable! If your graph isn't showing up, the XMLHttpRequest for the CSV file may be failing. You can determine whether this is the case using tools like <a href="http://www.getfirebug.com/">Firebug</a>.</li>
557 <li>Make sure your CSV files are in the correct format. They must be of the form <code>YYYYMMDD, series1, series2, </code>&hellip; . And if you set the <code>errorBars</code> property, make sure you alternate data series and standard deviations.</li>
558 <li>dygraphs are not happy when placed inside a <code>&lt;center&gt;</code> tag. This applies to the CSS <code>text-align</code> property as well. If you want to center a Dygraph, put it inside a table with <code>align = center</code> set.</li>
559 <li>Don't set the <code>dateWindow</code> property to a date. It expects milliseconds since epoch, which can be obtained from a JavaScript Date object's valueOf method.</li>
560 <li>Make sure you don't have any trailing commas in your call to the Dygraph constructor or in the options parameter. Firefox, Chrome and Safari ignore these but they can cause a graph to not display in Internet Explorer.</li>
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561 </ul>
562
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563 <h2 id="gwt">GWT Compatibility</h2>
564 <p>There is currently no GWT wrapper around Dygraphs, however there is a class that can be used to easily load Dygraphs into the browser. To use it, include the generated dygraph-gwt.jar file in your classpath and add the following line to your GWT module:</p>
565
566<pre>
567&lt;inherits name=&quot;org.danvk.dygraphs&quot;/&gt;
568</pre>
569
570 <p>Call org.danvk.Dygraphs.install() when your application starts to install the JavaScript code into the browser. You can use <a href="http://code.google.com/webtoolkit/doc/latest/DevGuideCodingBasicsJSNI.html">JSNI</a> to call Dygraphs from your GWT code, as in the example below. The example uses the <a href="http://code.google.com/p/gwt-google-apis/wiki/VisualizationGettingStarted">Visualization API for GWT</a> and the <a href="#gviz">Dygraphs GViz API.</a></p>
571
572<pre>
fb369f35 573 public static native JavaScriptObject drawDygraph(Element element, DataTable dataTable, double minY, double maxY) /*-{
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574 var chart = new $wnd.Dygraph.GVizChart(element);
575 chart.draw(dataTable,
576 {
577 valueRange: [minY, maxY]
578 });
579 return chart;
580 }-*/;
581</pre>
582
68f9bed3 583 <h2 id="policy">Data Policy</h2>
15c966e0 584 <p>dygraphs is purely client-side JavaScript. It does not send your data to any servers &ndash; the data is processed entirely in the client's browser.</p>
2739bb8f 585
68f9bed3 586 <p style="font-size:0.8em">Created May 9, 2008 by <a href=mailto:danvdk@gmail.com>Dan Vanderkam</a></p>
15c966e0 587 </div>
fe57a69b 588
a9df40de 589
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590 <!-- Google Analytics -->
591 <script src="http://www.google-analytics.com/urchin.js" type="text/javascript"></script>
592 <script type="text/javascript">_uacct = "UA-769809-1";urchinTracker();</script>
078d1d29 593</body>
65914f5f 594</html>