Add strftime library
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1<html>
2 <head>
3 <title>dygraphs JavaScript Library</title>
4 <!--[if IE]>
5 <script type="text/javascript" src="excanvas.js"></script>
6 <![endif]-->
9f006dbf 7 <script type="text/javascript" src="dygraph-combined.js"></script>
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8 <style type="text/css">
9 .thinborder {
10 border-width: 1px;
11 border-spacing: 0px;
12 border-style: solid;
13 border-color: black;
14 border-collapse: collapse;
15 }
16 .thinborder td, .thinborder th {
17 border-width: 1px;
18 padding: 5px;
19 border-style: solid;
20 border-color: black;
21 }
22 </style>
23 </head>
24<body>
25 <center>
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26 <p><span style="font-size:28pt;">dygraphs JavaScript Library</span><br/>
27 <a href="http://code.google.com/p/dygraphs/">code.google.com/p/dygraphs</a></p>
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28 </center>
29
30<p>The dygraphs JavaScript library produces produces interactive, zoomable charts of time series based on CSV files.</p>
31
32<h3>Features</h3>
33<ul>
34 <li>Plots time series without using an external server or Flash</li>
35 <li>Supports multiple data series</li>
36 <li>Supports error bands around data series</li>
37 <li>Displays values on mouseover</li>
38 <li>Interactive zoom</li>
39 <li>Adjustable averaging period</li>
40 <li>Customizable click-through actions</li>
41</ul>
42
43<h3>Caveats</h3>
44<ul>
45 <li>Requires Firefox 1.5+ or Safari/WebKit 1.3+.</li>
04aa50fd 46 <li>Internet Explorer is poorly supported.</li>
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47</ul>
48
49<h2>Demo</h2>
50<font size=-1>(Mouse over to highlight individual values. Click and drag to zoom. Double-click to zoom out.)</font><br/>
51<table><tr><td>
52<div id="demodiv" style="width:480px; height:320px;"></div>
53</td><td valign=top>
52e5492a 54<div id="status" style="width:200px; font-size:0.8em; padding-top:5px;"></div>
078d1d29 55</td>
6153f697 56</tr></table>
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57<script type="text/javascript">
58 g = new DateGraph(
59 document.getElementById("demodiv"),
60 function() {
61 var r = "date,parabola,line,another line,sine wave\n";
62 for (var i=1; i<=31; i++) {
63 r += "200610" + i;
64 r += "," + 10*(i*(31-i));
65 r += "," + 10*(8*i);
66 r += "," + 10*(250 - 8*i);
67 r += "," + 10*(125 + 125 * Math.sin(0.3*i));
68 r += "\n";
69 }
70 return r;
71 },
72 null,
73 {
74 rollPeriod: 1,
75 labelsDiv: document.getElementById('status'),
76 labelsSeparateLines: true,
77 labelsKMB: true,
78 colors: ["hsl(180,60,50)",
79 "rgb(255,100,100)",
80 "#00DD55",
81 "rgba(50,50,200,0.4)"],
52e5492a 82 padding: {left: 40, right: 30, top: 15, bottom: 15}
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83 }
84 );
85</script>
86
87<h2>Usage</h2>
88
9f006dbf 89<p>The DateGraph library depends on two other JS libraries: <a href="http://www.mochikit.com/">MochiKit</a> and <a href="http://www.liquidx.net/plotkit/">PlotKit</a>. Rather than tracking down copies of these libraries, I recommend using a packed version of dygraphs that combines all three libraries into a single JS file. Either grab this file from dygraph project's <a href="http://code.google.com/p/dygraphs/downloads/list">downloads</a> page or create it yourself by <a href="http://code.google.com/p/dygraphs/source/checkout">checking out</a> a copy of the code and running:
078d1d29 90
9f006dbf 91<pre>./generate-combined.sh</pre>
078d1d29 92
9f006dbf 93<p>The combined JS file is now in <code>dygraph-combined.js</code>. Here's a basic example to get things started:</p>
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94
95<table>
96 <tr><th>HTML</th>
97 <td rowspan=2><img src=arrow.gif /></td>
98 <th>Output</th></tr>
99<tr>
100<td valign=top><pre>
101&lt;html&gt;
102&lt;head&gt;
103&lt;script type="text/javascript" src="combined.js"&gt;&lt;/script&gt;
104&lt;/head&gt;
105&lt;body&gt;
106&lt;div id="graphdiv" style="width:400px; height:300px;"&gt;&lt;/div&gt;
107&lt;script type="text/javascript"&gt;
108 g = new DateGraph(
109 document.getElementById("graphdiv"), // containing div
110 function() { // function or path to CSV file.
111 return "20080507,75\n" +
112 "20080508,70\n" +
113 "20080509,80\n";
114 },
115 [ "Temperature" ], // names of data series
116 {} // additional options (see below)
117 );
118&lt;/script&gt;
119&lt;/body&gt;
120&lt;/html&gt;
121</pre>
122</td><td valign=top>
123 <div id="graphdiv" style="width:400px; height:300px;"></div>
124 <script type="text/javascript">
125 g = new DateGraph(
126 document.getElementById("graphdiv"),
127 function() { // function or path to CSV file.
128 return "20080507,75\n" +
129 "20080508,70\n" +
130 "20080509,80\n";
131 },
132 [ "Temperature" ], // names of data series
133 {} // additional options
134 );
135 </script>
136</td></tr></table>
137
138<p>In order to keep this example self-contained, the second parameter is a function that returns CSV data. These lines <i>must</i> begin with a date in the form <i>YYYYMMDD</i>. In most applications, it makes more sense to include a CSV file instead. If the second parameter to the constructor is a string, it will be interpreted as the path to a CSV file. The DateGraph 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&monthend=12&yearend=2007&req_city=NA&req_state=NA&req_statename=NA">Weather Underground</a>)</p>
139
140<table>
141 <tr><th>HTML</th>
142 <td rowspan=2><img src=arrow.gif /></td>
143 <th>Output</th></tr>
144<tr>
145<td valign=top><pre>
146&lt;html&gt;
147&lt;head&gt;
148&lt;script type="text/javascript" src="combined.js"&gt;&lt;/script&gt;
149&lt;/head&gt;
150&lt;body&gt;
151&lt;div id="graphdiv" style="width:600px; height:300px;"&gt;&lt;/div&gt;
152&lt;script type="text/javascript"&gt;
153 g = new DateGraph(
154 document.getElementById("graphdiv"),
155 "temperatures.csv", // path to CSV file
156 null, // labels in top line of CSV file
157 {}
158 );
159&lt;/script&gt;
160&lt;/body&gt;
161&lt;/html&gt;
162</pre>
163</td><td valign=top>
164 <div id="graphdiv2" style="width:600px; height:300px;"></div>
165 <script type="text/javascript">
166 g2 = new DateGraph(
167 document.getElementById("graphdiv2"),
168 "temperatures.csv", null, {}
169 );
170 </script>
171</td></tr></table>
172
173<p>Click <a href="temperatures.csv">here</a> to view the <code>temperatures.csv</code> file. There are a few things to note here:</p>
174
175<ul>
176 <li>Because the third parameter to the DateGraph constructor was <code>null</code>, the labels were taken from the first line of the data instead. The first line of <code>temperatures.csv</code> is <code>Date,High,Low</code>.</li>
177 <li>DateGraph automatically chose two different, easily-distinguishable colors for the two data series.</li>
178 <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>
179 <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, but in this case the vertical range is way too large.</li>
180 <li>The data is very spiky. A moving average would be easier to interpret.</li>
181</ul>
182
183<p>These last two problems can be fixed by specifying the appropriate options in the fourth parameter to the DateGraph constructor. To set the number of days for a moving average, use the <b>rollPeriod</b> option. To set the range of the y-axis, use the <b>valueRange</b> option. Here's how it's done:</p>
184
185<table>
186 <tr><th>HTML</th>
187 <td rowspan=2><img src=arrow.gif /></td>
188 <th>Output</th></tr>
189<tr>
190<td valign=top><pre>
191&lt;html&gt;
192&lt;head&gt;
193&lt;script type="text/javascript" src="combined.js"&gt;&lt;/script&gt;
194&lt;/head&gt;
195&lt;body&gt;
196&lt;div id="graphdiv" style="width:600px; height:300px;"&gt;&lt;/div&gt;
197&lt;script type="text/javascript"&gt;
198 g = new DateGraph(
199 document.getElementById("graphdiv"),
200 "temperatures.csv", null,
201 { rollPeriod: 7,
738fc797 202 showRoller: true,
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203 valueRange: [25, 100]
204 }
205 );
206&lt;/script&gt;
207&lt;/body&gt;
208&lt;/html&gt;
209</pre>
210</td><td valign=top>
211 <div id="graphdiv3" style="width:600px; height:300px;"></div>
212 <script type="text/javascript">
213 g3 = new DateGraph(
214 document.getElementById("graphdiv3"),
215 "temperatures.csv", null,
216 { rollPeriod: 7,
738fc797 217 showRoller: true,
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218 valueRange: [25, 100]
219 }
220 );
221 </script>
222</td></tr></table>
223
738fc797 224<p>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).</p>
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225
226<h2>Error Bars</h2>
227<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 +/-<i>n</i> sigma band will be drawn around the data series at that point. If a moving average is being displayed, DateGraph will compute the standard deviation of the average at each point. (i.e. <i>&sigma;</i> = sqrt((<i>&sigma;_1</i>^2 + <i>&sigma;_2</i>^2 + ... + <i>&sigma;_n</i>^2)/<i>n</i>))</p>
228
229<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 <a href="twonormals.csv">here</a>.</p>
230
231<table>
232 <tr><th>HTML</th>
233 <td rowspan=2><img src=arrow.gif /></td>
234 <th>Output</th></tr>
235<tr>
236<td valign=top><pre>
237&lt;html&gt;
238&lt;head&gt;
239&lt;script type="text/javascript"
240 src="combined.js"&gt;&lt;/script&gt;
241&lt;/head&gt;
242&lt;body&gt;
243&lt;div id="graphdiv"
244 style="width:800px; height:400px;"
245 &gt;&lt;/div&gt;
246&lt;script type="text/javascript"&gt;
247$ = document.getElementById;
248g = new DateGraph(
249 $("graphdiv"),
250 "twonormals.csv",
251 null,
252 { rollPeriod: 7,
738fc797 253 showRoller: true,
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254 errorBars: true,
255 valueRange: [50,125]
256 }
257);
258&lt;/script&gt;
259&lt;/body&gt;
260&lt;/html&gt;
261</pre>
262</td><td valign=top>
263 <div id="graphdiv4" style="width:800px; height:400px;"></div>
264 <script type="text/javascript">
265$ = document.getElementById;
266new DateGraph(
267 document.getElementById("graphdiv4"),
268 "twonormals.csv",
269 null,
270 { rollPeriod: 14,
738fc797 271 showRoller: true,
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272 errorBars: true,
273 valueRange: [50, 125]
274 }
275);
276 </script>
277</td></tr></table>
278
279<p>Things to note here:</p>
280<ul>
281 <li>The <b>errorBars</b> option affects both the interpretation of the CSV file and the display of the graph. When <b>errorBars</b> is set to true, each line is interpreted as <i>YYYYMMDD</i>,<i>A</i>,<i>sigma_A</i>,<i>B</i>,<i>sigma_B</i>,...</li>
282 <li>The first line of the CSV file doesn't mention the error columns. In this case, it's just "Date,Series1,Series2".</li>
283 <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>
284 <li>The error bars are partially transparent. This can be seen when they overlap one another.</li>
285</ul>
286
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287<h2>One last demo</h2>
288
289<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>
290
291<div id=dow_chart style="width:1000px; height:400px;"></div>
292<script type="text/javascript">
293 // From http://www.econstats.com/eqty/eq_d_mi_3.csv
294 dow = new DateGraph(
295 document.getElementById('dow_chart'),
296 "dow.txt",
297 null,
298 {
738fc797 299 showRoller: true,
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300 customBars: true,
301 labelsKMB: true,
302 padding: {left:30, right:30, top:5, bottom:5}
303 });
304</script>
305
306
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307<h2>Other Options</h2>
308<p>These are the options that can be passed in through the fourth parameter of the DateGraph constructor.</p>
309
310<table class=thinborder width=1000>
311 <tr><th>Name</th><th>Sample Value</th><th>Description</th></tr>
312 <tr>
313 <td><b>rollPeriod</b></td>
314 <td><code>7</code></td>
315 <td>Number of days over which to average data. Discussed extensively above.</td>
316 </tr><tr>
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317 <td><b>showRoller</b></td>
318 <td><code>true</code></td>
319 <td>Should the rolling average period text box be shown? Default is false.</td>
320 </tr><tr>
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321 <td><b>colors</b></td>
322 <td><code>['red',&nbsp;'#00FF00']</code></td>
323 <td>List of colors for the data series. These can be of the form "#AABBCC"
324 or "rgb(255,100,200)" or "yellow", etc. If not specified, equally-spaced
325 points around a color wheel are used.</td>
326 </tr><tr>
327 <td><b>colorSaturation</b></td>
328 <td><code>1.0</code></td>
329 <td>If <b>colors</b> is not specified, saturation of the
330 automatically-generated data series colors. (0.0-1.0, default:
331 1.0)</td>
332 </tr><tr>
333 <td><b>colorValue</b></td>
334 <td><code>0.5</code></td>
335 <td>If colors is not specified, value of the data series colors, as in
336 hue/saturation/value. (0.0-1.0, default 0.5)</td>
337 </tr><tr>
338 <td><b>clickCallback</b></td>
339 <td><code>function(e,date){ alert(date); }</code></td>
340 <td>A function to call when a data point is clicked. The function should take
341 two arguments, the event object for the click and the date that was
342 clicked. (default null)</td>
343 </tr><tr>
344 <td><b>errorBars</b></td>
345 <td><code>false</code></td>
346 <td>Does the data contain standard deviations? Setting this to true alters
347 the input format (see above). (default false)</td>
348 </tr><tr>
349 <td><b>strokeWidth</b></td>
350 <td><code>2.0</code></td>
351 <td>Width of the data lines. This can be used to increase the contrast or
352 some graphs. (default 1.0)</td>
353 </tr><tr>
354 <td><b>dateWindow</b></td>
355 <td><code>[(new&nbsp;Date('2006-01-01')).valueOf(),<br/>
356 (new&nbsp;Date()).valueOf()]</code></td>
357 <td>Initially zoom in on a section of the graph. Is of the form [earliest,
358 latest], where earliest/latest are millis since epoch. By default, the
359 full range of the input is shown.</td>
360 </tr><tr>
361 <td><b>valueRange</b></td>
362 <td><code>[10, 110]</code></td>
363 <td>Explicitly set the vertical range of the graph to [low, high]. By
364 default, some clever heuristics are used (see above).</td>
365 </tr><tr>
366 <td><b>minTickSize</b></td>
367 <td><code>1</code</td>
368 <td>The difference between ticks on the y-axis can be greater than or equal
369 to this, but no less. If you set it to 1, for instance, you'll never get
370 nonintegral gaps between ticks.</td>
371 </tr><tr>
372 <td><b>labelsSeparateLines</b></td>
373 <td><code>true</code></td>
374 <td>Put &lt;br/&gt; between lines in the label string. Often used in
375 conjunction with <b>labelsDiv</b>. (default false)</td>
376 </tr><tr>
377 <td><b>labelsDiv</b></td>
378 <td><code>document.getElementById('foo')</code></td>
379 <td>Show data labels in an external div, rather than on the graph. (default
380 null)</td>
381 </tr><tr>
382 <td><b>labelsKMB</b></td>
383 <td><code>true</code></td>
384 <td>Show K/M/B for thousands/millions/billions on y-axis (default
385 false).</td>
386 </tr>
387 <tr>
388 <td><b>padding</b></td>
389 <td><code>{left:&nbsp;40, right:&nbsp;30,<br/>top:&nbsp;5,
390 bottom:&nbsp;15}</code></td>
391 <td>Adds extra pixels of padding around the graph. Sometimes a dygraph
392 gets clipped by surrounding text (see the Demo at the top of this page).
393 Setting this property appropriately will fix this problem.</td>
394 </tr>
395</table>
396
397<p>Any options you specify also get passed on to PlotKit's <a href="http://media.liquidx.net/js/plotkit-doc/PlotKit.Renderer.html">Renderer</a> class. DateGraph will override some of these (e.g. strokeColor), but others may be useful. The <code>padding</code> property is an example of this.</p>
398
399<h2>Common Gotchas</h2>
400<p>Here are a few problems that I've frequently run into while using the
401dygraphs library.</p>
402
403<ul>
404 <li>Make sure your CSV files are readable! If your graph isn't showing up,
405 the XMLHttpRequest for the CSV file may be failing. You can determine whether
406 this is the case using tools like <a
407 href="http://www.getfirebug.com/">Firebug</a>.</li>
408
409 <li>Make sure your CSV files are in the correct format. They must be of the
410 form <code>YYYYMMDD,series1,series2,...</code>. If you're specifying the
411 names of each data series in the CSV file itself, make sure that you pass
412 <code>null</code> as the third parameter to the DateGraph constructor to let
413 the library know that. And if you set the <code>errorBars</code> property,
414 make sure you alternate data series and standard deviations.</li>
415
416 <li>dygraphs are not happy when placed inside a <code>&lt;center&gt;</code>
417 tag. This applies to the CSS <code>text-align</code> property as well. If you
418 want to center a DateGraph, put it inside a table with "align=center"
419 set.</li>
420
421 <li>If you specify the <code>colors</code> property or name the data series
422 using the third parameter of the DateGraph constructor, make sure the number
423 of data series agree in all places: <code>colors</code>, third parameter and
424 in each line of the CSV file itself.</li>
425
426 <li>Don't set the <code>dateWindow</code> property to a date. It expects
427 milliseconds since epoch, which can be obtained from a JavaScript Date
428 object's valueOf method.</li>
429</ul>
430
431<p><font size=-1>Created May 9, 2008 by <a href=mailto:danvdk@gmail.com>Dan Vanderkam</a></font></p>
432
433</body>
434</html>