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<!DOCTYPE html>
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<head>
<meta charset="utf-8">
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<title></title>
<meta name="description" content="">
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<meta property="og:title" content="BART Strike" />
<meta property="og:type" content="website" />
<meta property="og:image" content="http://bart.dev/site/img/Walnut_Creek_BART.jpg" />
<meta property="og:description" content="This is a collection of data visualization projects that attempt to clarify the issues around the BART labor disputes." />
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</head>
<body data-spy="scroll" data-target="#sidebar">
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<p class="chromeframe">You are using an <strong>outdated</strong> browser. Please <a href="http://browsehappy.com/">upgrade your browser</a> or <a href="http://www.google.com/chromeframe/?redirect=true">activate Google Chrome Frame</a> to improve your experience.</p>
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<!-- HTML CONTENT -->
<div id="noise" class="overlay noise">
</div>
<div id="vignette" class="overlay vignette">
</div>
<div id="content">
<div id="intro">
<div id="intro-text">
Visualizing the BART Labor Dispute
</div>
<div id="intro-link">
<a href="https://github.com/enjalot/bart/blob/master/data/README.md">download the data</a>
</div>
</div>
<div id="chapter-001">
<h1>Project Gallery</h1>
<div id="chapter-00a" class="section">
<div class="thumb">
<a href="#chapter-03">
<div class="thumb-title">Individual BART Employee Pay & Benefits</div>
<img src="site/img/projects/thumb_victor.png">
</a>
</div>
<div class="thumb">
<a href="#chapter-02">
<div class="thumb-title">Cost of Living Analysis</div>
<img src="site/img/projects/thumb_shirley.png"></a>
</div>
<div class="thumb">
<a href="#chapter-01">
<div class="thumb-title">Is it Fair to Strike?</div>
<img src="site/img/projects/thumb_hyon.png"></a>
</div>
<div class="thumb">
<a href="#chapter-035">
<div class="thumb-title">Aggregate BART Employment Costs</div>
<img src="site/img/projects/thumb_antony.png"></a>
</div>
<div class="thumb">
<a href="#chapter-04">
<div class="thumb-title">Exploring Salary Data in R</div>
<img src="site/img/projects/thumb_jon.png"></a>
</div>
<div class="thumb">
<a href="#chapter-05">
<div class="thumb-title">BART Ridership to and from, by Station</div>
<img src="site/img/projects/thumb_lewis.png"></a>
</div>
<div class="thumb">
<a href="#chapter-06">
<div class="thumb-title">Bridge Traffic During the First Strike</div>
<img src="site/img/projects/thumb_ian.png"></a>
</div>
<div class="thumb"><a href="#chapter-07">
<div class="thumb-title">Behind the Scenes of This Hackathon</div>
<img src="site/img/projects/thumb_video.png"></a>
</div>
</div>
</div>
<!--CHAPTER ZERO - intro -->
<div id="chapter-00">
<h1>What is going on with BART?</h1>
<div id="chapter-00a" class="section">
<p>
In 2001, a strike was threatened, and BART employees received a <a href="http://www.sfgate.com/bayarea/article/BAY-AREA-BART-pay-ranks-high-for-transit-2624636.php" target=_blank>
22 percent raise</a>
over the four year period from 2001 to 2005.
</p>
<p> In 2009, BART employees negotiated a contract that gave <em>no</em> raise for the following four years. When an agreement wasn't reached by July 1st, 2013, the BART unions held a 5 day strike immobilizing many in the Bay Area. The strike only ended because the Governor instituted a <a href="http://blogs.kqed.org/newsfix/2013/08/04/bart-strike-deadline-update-talks-go-down-to-the-wire-again/" target=_blank>60 day cooling off period.</a>
</p>
<p>
The <a href="http://www.motherjones.com/mojo/2013/07/bay-area-transit-strike-why-it-matters" target=_blank>major points of contention</a> for the unions are pay raises, reduced employee contribution to pensions, medical benefits and safety.
<p>
</p>
We have collected <a href="https://github.com/enjalot/bart#news-articles">many news articles</a> for more context.
</p>
<p>
The <a href="http://www.mercurynews.com/salaries/bay-area">salary data</a> is a herculean Open Data effort from <a href="http://mercurynews.com">Mercury News</a> and the <a href="http://bayareanewsgroup.com">Bay Area News Group</a>.
</p>
</div>
</div>
<div id="chapter-03" class="section">
<h1><a href="https://twitter.com/vicapow">Victor</a> asks: How Much Do BART Employees Earn?</h1>
<iframe frameborder=none src="http://blog.vctr.me/bart/" width="900px" height="800px"></iframe>
<p>
This <a href="http://blog.vctr.me/bart">visualization</a> allows you explore each BART employee in terms of their costs of employment, such as base salary, overtime pay, health benefits, 401(k), and pension contributions.
</p>
<p>
Data Sources:
<a href="http://www.mercurynews.com/salaries/bay-area">salaries</a>
</p>
</div>
<div id="chapter-02" class="section">
<h1><a href="http://twitter.com/shirleyxywu">Shirley</a> puts things in perspective with cost of living</h1>
<iframe frameborder="none" overflow="hidden" scrolling="no" src="http://sxywu.github.io/80k/" width="1000px" height="950px" ></iframe>
<a href="http://sxywu.github.io/80k/">Full Page</a><br>
Data Sources: <a href="https://github.com/enjalot/bart/tree/gh-pages/data/costofliving">cost of living</a>
<a href="http://www.mercurynews.com/salaries/bay-area">salaries</a>
</div>
<div id="chapter-01" class="section">
<h1><a href="https://twitter.com/adailyventure" target="_blank">Hyon</a> asks: are the demands reasonable?</h1>
<p>
Concerned that BART employees are the <a href="http://www.mercurynews.com/bart/ci_23742276/bart-workers-paychecks-already-outpace-their-peers" target=_blank>highest compensated</a> public employees in the Bay Area, Hyon looks into the financial factors around BART employment including historical raises and inflation rates:
<br>
<a href="http://slantedwindows.com/bart-is-bending-us-over-backwards/" target="_blank">
<img src="http://slantedwindows.com/wp-content/uploads/2013/10/f.gif"><br>
BART is Bending Us Over Backwards</a> <br/>
Data Sources:
<a href="https://github.com/enjalot/bart/blob/master/data/monthlyinflation.csv">inflation</a>
<a href="https://github.com/enjalot/bart/blob/master/data/README.md">fare raises</a>
<a href="https://github.com/enjalot/bart/blob/master/data/financials-simple.csv">revenue</a>
</p>
<h1><a href="https://twitter.com/lewislehe">Lewis</a> debates the issue <a href="https://medium.com/armchair-economics/ec6139b54795">of fairness in transportation</a>
<h1><a href="https://twitter.com/adailyventure" target="_blank">Hyon</a> asks: is a strike neccessary?</h1>
<a href="http://slantedwindows.com/is-a-bart-strike-necessary/">
<img src="site/img/projects/otheragencies.png"><br>
Following up on his earlier post
</a>
Hyon takes a look at new proposal numbers and explores the issue of overtime pay.
</div>
<div id="chapter-035" class="section">
<h1><a href="https://twitter.com/antonycourtney">Antony</a> asks: How Much Do BART Employees Cost?</h1>
<iframe frameborder=none src="http://antonycourtney.github.io/bart-salaries/" width="900px" height="600px"></iframe>
<a href="http://antonycourtney.github.io/bart-salaries/">Full page</a>
<p>
Data Sources:
<a href="http://www.mercurynews.com/salaries/bay-area">salaries</a>
</p>
</div>
<div id="chapter-04" class="section">
<h1><a href="https://twitter.com/athst">Jon</a> Slices the Salary data</h1>
<iframe class="imgur-album" width="100%" height="550" frameborder="0" src="http://imgur.com/a/jVpBt/embed"></iframe>
<a href="http://imgur.com/a/jVpBt" target=_blank>Several ways of breaking down salaries for management and non-management BART employees</a><br>
Data Sources:
<a href="http://www.mercurynews.com/salaries/bay-area">salaries</a>
</div>
<div id="chapter-05">
<div id="chapter-05a" class="section">
<h1><a href="https://twitter.com/lewislehe">Lewis</a> takes a look at Bart Ridership</h1>
<a href="http://vudlab.com/bart/" target=_blank>
<img src="site/img/projects/ridership.png" width=900px><br>
Click thru to an interactive look at who rides where.<br>
</a>
Data Source: <a href="https://github.com/enjalot/bart/blob/master/data/ridership/2013/Ridership_June2013.xlsx">ridership</a>
</div>
<div id="chapter-05b" class="section">
<h1><a href="https://twitter.com/enjalot">Jon</a> Explores BART Ridership</h1>
<iframe frameborder=none src="http://athst.github.io/bart-ridership-one/" width=900px height=700px></iframe>
<a href="http://athst.github.io/bart-ridership-one/" target=_blank>
Full page
</a><br>
Data Source: <a href="https://github.com/enjalot/bart/blob/master/data/ridership/2013/Ridership_June2013.xlsx">ridership</a>
</div>
</div>
<div id="chapter-06">
<h1><a href="https://twitter.com/enjalot">Ian</a> takes a look at highway traffic during the July strike</h1>
<iframe frameborder=none src="http://enjalot.github.io/traffic/" width=900px height=900px></iframe>
<a href="http://enjalot.github.io/traffic/" target=_blank>
Full Page
</a><br>
Data Source: <a href="https://github.com/enjalot/bart/tree/master/data/traffic%20data">PeMS</a>
</div>
<div id="chapter-07">
<div id="chapter-07a" class="section">
<h1>Who made all this?</h1>
<iframe width="640" height="480" src="//www.youtube.com/embed/_D-7Wbrt0Ws" frameborder="0" allowfullscreen></iframe>
<p>
We are the <a href="http://www.meetup.com/Bay-Area-d3-User-Group/" target=_blank>Bay Area d3 User Group</a>.
<a href="http://d3js.org">d3.js</a> is a powerful JavaScript library for building data visualizations and we get together to talk about it and <a href="http://www.meetup.com/Bay-Area-d3-User-Group/about/">build things with it</a>.<br><br>
We co-hosted 2 events
with the <a href="http://vudlab.co">VUDLab @ UC Berkeley</a> to work on this project. <br>
<a href="http://www.meetup.com/Bay-Area-d3-User-Group/events/137541752/" target="_blank">10/02/2013 - hack the BART strike</a><br>
<a href="http://www.meetup.com/Bay-Area-d3-User-Group/events/143668252/" target="_blank">10/07/2013 - hack the BART strike round 2</a><br>
The VUDLab is all about visualizing urban data and brought a lot of <a href="http://its.berkeley.edu/">transportation expertise</a>.<br>
<br>
Special thanks to <a href="http://halftone.co">Halftone</a> for helping design and build this website.<br>
Special thanks to our videographer <a href="http://precipitaterecords.wordpress.com/">Matt</a> who does a great job
<a href="http://www.youtube.com/playlist?list=PLI_sHchSmdCCRq86X778ZpIlbOPCUF0MF">filming our meetups</a>.
<div id="chapter-07b" class="section">
<h2>Data Sources</h2>
<p>
A lot of work went into collecting the <a href="https://github.com/enjalot/bart/tree/master/data">data</a> used in the above projects.
<br>
The project started when <a href="https://twitter.com/enjalot">Ian</a> asked
<a href="https://twitter.com/mrejfox">EJ</a>,
<a href="https://twitter.com/ptvan">Paul</a> and
<a href="https://twitter.com/enoex">Erik</a>
to help him find data about the BART after the strike in July.
<br>
After building up a <a href="https://github.com/enjalot/bart">repository</a> and <a href="https://github.com/enjalot/bart/blob/master/README.md">several visualization prototypes</a> and speaking with Lews and the VUDLab we decided to get the d3 meetup involved.<br>
At the hackathons lots <a href="https://github.com/enjalot/bart/pulls?direction=desc&page=1&sort=created&state=closed">more data</a>
came in!
<ul>
<li><a href="https://twitter.com/antonycourtney">Antony</a> matched up <a href="https://github.com/enjalot/bart/blob/master/data/bart-comp-all.csv">salary data</a> to union representation and job families</li>
<li><a href="https://github.com/jayaddison">James</a> and <a href="https://github.com/beangoben">Ben</a> got
<a href="https://github.com/enjalot/bart/tree/master/data/costofliving">cost of living</a> data together.</li>
<li><a href="https://github.com/athst">Jon</a> combined the monthly ridership files into <a href="https://github.com/enjalot/bart/blob/master/data/ridership/ridership_combined.csv">one master file</a></li>
<li><a href="https://github.com/lewis500">Lewis</a> collected PEMS <a href="https://github.com/enjalot/bart/tree/master/data/traffic%20data">traffic data</a>
as well as currating <a href="https://github.com/enjalot/bart/blob/master/data/bart_stations.json">BART station</a>
and <a href="https://github.com/enjalot/bart/blob/master/data/bayareaTOPO-simple.json">map data</a></li>
<li>We also got a ton of hard to find links to public/open data from a furloughed government employee who needs to remain anonymous but deserves to be thanked!</li>
</ul>
</p>
</div>
</div>
</div>
<!-- end content div -->
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<div id="sidebar" class="sidebar" data-spy="affix" data-offset-top="100">
<ul class="sidenav nav">
<li>
<a href="#content">Visualizing the BART Strike</a>
</li>
<li>
<a href="#chapter-00">What is going on with BART?</a>
</li>
<li>
<a href="#chapter-03">How much do BART employees earn?</a>
</li>
<li>
<a href="#chapter-02">Cost of living</a>
</li>
<li>
<a href="#chapter-01">Are the demands reasonable?</a>
</li>
<li>
<a href="#chapter-035">How much do BART employees cost?</a>
</li>
<li>
<a href="#chapter-04">Slicing the salary data</a>
</li>
<li>
<a href="#chapter-05">BART Ridership</a>
<ul class="nav">
<li><a href="#chapter-05a">Lewis' take</a></li>
<li><a href="#chapter-05b">Jon's take</a></li>
</ul>
</li>
<li>
<a href="#chapter-06">Traffic</a>
</li>
<li>
<a href="#chapter-07">Credits</a>
<ul class="nav">
<li><a href="#chapter-07a">Who we are</a></li>
<li><a href="#chapter-07b">Data sources</a></li>
</ul>
</li>
</ul>
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