The Nerd Blog — ProPublica

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d="M7.51,8.13a.47.47,0,0,1-.17,0L.26,4.4a.37.37,0,0,1,0-.66L7.34.05a.4.4,0,0,1,.34,0l7.07,3.69a.36.36,0,0,1,0,.66L7.68,8.09A.47.47,0,0,1,7.51,8.13ZM1.24,4.07,7.51,7.33l6.26-3.26L7.51.81Z"/><path d="M7.5,11.77c-2.7,0-4.9-1.58-4.9-3.52L3,5.65a.38.38,0,0,1,.43-.31.37.37,0,0,1,.31.42L3.35,8.3C3.35,9.78,5.21,11,7.5,11s4.15-1.24,4.15-2.77l-.37-2.49a.37.37,0,0,1,.31-.42.38.38,0,0,1,.43.31l.37,2.54C12.4,10.19,10.2,11.77,7.5,11.77Z"/><path d="M9.8,15a.37.37,0,0,1-.37-.38V6.7l-2-2.26a.36.36,0,0,1,0-.52A.37.37,0,0,1,8,4l2.06,2.36a.39.39,0,0,1,.1.25v8.06A.38.38,0,0,1,9.8,15Z"/></svg> Education </a> </li> <li class="topics-nav-item more"><a href="/topics/">More…</a></li> </ul>  <ul class="extras-nav"> <li class="extras-nav-item series"><a href="/series/">Series</a></li> <li class="extras-nav-item video"><a href="/video/">Video</a></li> <li class="extras-nav-item impact"><a href="/impact/">Impact</a></li> <li class="extras-nav-item search"> <a href="/search" data-collapsible-target="#modal-search"> <svg class="icon" width="24" height="24"> <use xlink:href="#icon-search" /> </svg> <span class="cta">Search</span> </a> </li> <li nav class="extras-nav-item more"> <a href="#footer-links" data-collapsible-target="#nav-menu"> <span class="cta">More</span> <svg class="icon" width="24" height="24"> <use xlink:href="#icon-nav-menu" /> </svg> </a> </li> </ul>  </nav>  </header>  </div> </div>  <main role="main" class="content" id="main" tabindex="-1"> <header class="article-header"> <h2 class="hed">The Nerd Blog</h2> <p class="dek">How we make stuff.</p> </header> <div id="level1"> <div class="introduction"> <p>Secrets for data journalists, developers, newsroom designers, engagement specialists, and more.</p> </div> <div class="features"> <h2 class="subhead">Featured</h2> <div class="story-entry f1"> <div class="lead-art"> <a class="aspect-3-2" href="https://www.propublica.org/nerds/collaborative-journalism-project-building-tools-to-help"> <img alt="" 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We’re Building Tools to Help.</a></h2> <p class="dek">We’ll be expanding and open-sourcing the tools we created to do Documenting Hate, as well as Electionland, and writing a guide that will let any newsroom do crowd-powered data investigations.</p> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/rachel-glickhouse">Rachel Glickhouse</a></p> <time class="timestamp" datetime="2019-02-28EST10:00">Feb. 28, 2019, 10 a.m. EST</time> </div> </div> </div>  </div> <div class="river"> <div class="stories"> <h2 class="subhead">Other Entries</h2> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/visualizing-toxic-air"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20220819-nerd-blog-tox-maps-1x1.jpg" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20220819-nerd-blog-tox-maps-1x1.jpg 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20220819-nerd-blog-tox-maps-1x1.jpg 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20220819-nerd-blog-tox-maps-1x1.jpg 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/visualizing-toxic-air">Visualizing Toxic Air</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/lylla-younes">Lylla Younes</a> and <a class="name" href="https://www.propublica.org/people/al-shaw">Al Shaw</a></p> <time class="timestamp" datetime="2022-08-22EDT05:00">Aug. 22, 2022, 5 a.m. EDT</time> </div> <p class="dek">Making data public isn’t enough when it’s incomprehensible to the people it affects. 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Here, she describes some of the challenges of telling that story with the data available.</p> </div> </div> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/hadley-wickham-your-default-position-should-be-skepticism-and-other-advice-for-data-journalists"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20190610-fresques-hadley-1x1.jpg" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20190610-fresques-hadley-1x1.jpg 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20190610-fresques-hadley-1x1.jpg 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20190610-fresques-hadley-1x1.jpg 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/hadley-wickham-your-default-position-should-be-skepticism-and-other-advice-for-data-journalists">“Your Default Position Should Be Skepticism” and Other Advice for Data Journalists From Hadley Wickham</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/hannah-fresques">Hannah Fresques</a> and <a class="name" href="https://www.propublica.org/people/meg-marco">Meg Marco</a></p> <time class="timestamp" datetime="2019-06-10EDT12:50">June 10, 2019, 12:50 p.m. EDT</time> </div> <p class="dek">The chief scientist at RStudio and developer of open source tools for data scientists on bribes, bears and where your next story is hiding.</p> </div> </div> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/new-search-full-text-of-3-million-nonprofit-tax-records-for-free"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20190606-nonprofit-explorer-update-1x1.jpg" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20190606-nonprofit-explorer-update-1x1.jpg 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20190606-nonprofit-explorer-update-1x1.jpg 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20190606-nonprofit-explorer-update-1x1.jpg 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/new-search-full-text-of-3-million-nonprofit-tax-records-for-free">New: You Can Now Search the Full Text of 3 Million Nonprofit Tax Records for Free</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/ken-schwencke">Ken Schwencke</a></p> <time class="timestamp" datetime="2019-06-06EDT11:09">June 6, 2019, 11:09 a.m. EDT</time> </div> <p class="dek">Search the full text of nearly 3 million nonprofit IRS filings, including investments and grants given to other nonprofits.</p> </div> </div> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/the-ticket-trap-news-app-front-to-back-david-eads-propublica-illinois"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20181220-chicago-parking-tickets-data-explainer-1x1.png" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20181220-chicago-parking-tickets-data-explainer-1x1.png 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20181220-chicago-parking-tickets-data-explainer-1x1.png 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20181220-chicago-parking-tickets-data-explainer-1x1.png 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/the-ticket-trap-news-app-front-to-back-david-eads-propublica-illinois">The Ticket Trap: Front to Back</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/david-eads">David Eads</a></p> <time class="timestamp" datetime="2019-03-04EST05:00">March 4, 2019, 4 a.m. CST</time> </div> <p class="dek">The project gave us an opportunity to try a bunch of technical approaches that could help a small organization like ours develop sustainable news apps.</p> </div> </div> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/partner-manager-shaping-a-new-role-in-the-newsroom"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20181012-partner-manager-1x1.jpg" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20181012-partner-manager-1x1.jpg 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20181012-partner-manager-1x1.jpg 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20181012-partner-manager-1x1.jpg 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/partner-manager-shaping-a-new-role-in-the-newsroom">Chasing Leads and Herding Cats: Shaping a New Role in the Newsroom</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/rachel-glickhouse">Rachel Glickhouse</a></p> <time class="timestamp" datetime="2018-10-12EDT09:30">Oct. 12, 2018, 9:30 a.m. EDT</time> </div> <p class="dek">A partner manager is a crucial part of making cross-newsroom collaborations work.</p> </div> </div> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/new-partnership-will-help-us-hold-facebook-and-campaigns-accountable"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20181008-firefox-facebook-1x1.jpg" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20181008-firefox-facebook-1x1.jpg 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20181008-firefox-facebook-1x1.jpg 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20181008-firefox-facebook-1x1.jpg 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/new-partnership-will-help-us-hold-facebook-and-campaigns-accountable">New Partnership Will Help Us Hold Facebook and Campaigns Accountable</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/jeremy-b-merrill">Jeremy B. Merrill</a></p> <time class="timestamp" datetime="2018-10-08EDT15:00">Oct. 8, 2018, 3 p.m. EDT</time> </div> <p class="dek">Starting today you can download a version of the Firefox browser with the Facebook Political Ad Collector built in.</p> </div> </div> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/the-election-databot-now-even-easier"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20180918-databot-1x1.jpg" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20180918-databot-1x1.jpg 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20180918-databot-1x1.jpg 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20180918-databot-1x1.jpg 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/the-election-databot-now-even-easier">The Election DataBot: Now Even Easier</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/derek-willis">Derek Willis</a> and <a class="name" href="https://www.propublica.org/people/gabrielle-lamarr-lemee">Gabrielle LaMarr LeMee</a></p> <time class="timestamp" datetime="2018-09-18EDT13:32">Sept. 18, 2018, 1:32 p.m. EDT</time> </div> <p class="dek">We’ll show you what’s really new, what’s important, where races are heating up, where the money is flowing and what news is happening. And those are just our first steps.</p> </div> </div> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/shedding-some-light-on-dark-money-political-donors"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20180912-dark-money-info-1x1.jpg" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20180912-dark-money-info-1x1.jpg 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20180912-dark-money-info-1x1.jpg 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20180912-dark-money-info-1x1.jpg 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/shedding-some-light-on-dark-money-political-donors">Shedding Some Light on Dark Money Political Donors</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/derek-willis">Derek Willis</a></p> <time class="timestamp" datetime="2018-09-12EDT06:00">Sept. 12, 2018, 6 a.m. EDT</time> </div> <p class="dek">Political nonprofits don’t have to disclose the names of their donors. But thanks to a good-government group, you can now find out about nearly $763 million in donations to these “dark money” organizations.</p> </div> </div> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/download-chicago-parking-ticket-data"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20180822-chicago-parking-ticket-data-1x1.jpg" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20180822-chicago-parking-ticket-data-1x1.jpg 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20180822-chicago-parking-ticket-data-1x1.jpg 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20180822-chicago-parking-ticket-data-1x1.jpg 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/download-chicago-parking-ticket-data">Download Chicago’s Parking Ticket Data Yourself</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/katlyn-alo">Katlyn Alo</a> and <a class="name" href="https://www.propublica.org/people/melissa-sanchez">Melissa Sanchez</a></p> <time class="timestamp" datetime="2018-08-23EDT05:00">Aug. 23, 2018, 4 a.m. CDT</time> </div> <p class="dek">For the first time, the city’s database, which tracks more than 28 million parking and vehicle compliance tickets, is easily available to the public.</p> </div> </div> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/gnu-make-illinois-campaign-finance-data-david-eads-propublica-illinois"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20180710-il-the-money-game-blog-post-1x1.jpg" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20180710-il-the-money-game-blog-post-1x1.jpg 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20180710-il-the-money-game-blog-post-1x1.jpg 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20180710-il-the-money-game-blog-post-1x1.jpg 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/gnu-make-illinois-campaign-finance-data-david-eads-propublica-illinois">How ProPublica Illinois Uses GNU Make to Load 1.4GB of Data Every Day</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/david-eads">David Eads</a></p> <time class="timestamp" datetime="2018-07-10EDT05:00">July 10, 2018, 4 a.m. CDT</time> </div> <p class="dek">We’ve open-sourced our code for loading Illinois campaign finance data. The process used to take hours. Learn how Make helped cut that down to less than 30 minutes.</p> </div> </div> <div class="story-entry"> <div class="lead-art thumbnail"> <a class="aspect-1-1" href="https://www.propublica.org/nerds/propublica-congress-api-lobbying-registrations-and-more"> <img alt="" src="https://assets-c3.propublica.org/images/blog/_oneOne75w/20180606-congress-api-1x1.jpg" srcset="https://assets-c3.propublica.org/images/blog/_oneOne75w/20180606-congress-api-1x1.jpg 75w, https://assets-c3.propublica.org/images/blog/_oneOne150w/20180606-congress-api-1x1.jpg 150w, https://assets-c3.propublica.org/images/blog/_oneOne300w/20180606-congress-api-1x1.jpg 300w" /> </a> </div> <div class="description"> <h2 class="hed"><a href="https://www.propublica.org/nerds/propublica-congress-api-lobbying-registrations-and-more">New in the Congress API: Lobbying Registrations and More</a></h2> <div class="metadata"> <p class="byline">by <a class="name" href="https://www.propublica.org/people/derek-willis">Derek Willis</a></p> <time class="timestamp" datetime="2018-06-06EDT11:35">June 6, 2018, 11:35 a.m. EDT</time> </div> <p class="dek">Our Congress API now lets programmers access lobbying data. It also lets them find congressional press releases that mention bills.</p> </div> </div> <nav class="pagination"> <ul> <li class="current">1</li> <li><a href="https://www.propublica.org/nerds/p2">2</a></li> <li><a href="https://www.propublica.org/nerds/p3">3</a></li> <li><a href="https://www.propublica.org/nerds/p2">→</a></li> <li><a href="https://www.propublica.org/nerds/p9">Last →</a></li> </ul> </nav> </div> </div>  </div> <div id="level2" class="global-promos">  <div class="ad ad-article ad-300x250"> <div class="inner htl-ad" data-unit="Desktop_Medrec_1" data-eager data-sizes="0x0:|960x0:1x1,300x250,300x600" data-prebid="0x0:|960x0:Desktop_Medrec_1" data-refresh="viewable" data-refresh-secs="60"></div> </div> <div class="pp-module module-follow" id="l1"> <h2 class="pp-module-title">Follow ProPublica</h2> <ul class="list-plain links-social"> <li> <a class="btn btn-social social-main social-link-twitter" href="https://twitter.com/propublica" id="twitter-follow-pp-module"> <svg class="icon" width="24" height="24"><use xlink:href="#icon-twitter" /></svg> <span>Twitter</span> </a> </li> <li> <a class="btn btn-social social-main social-link-fb" href="https://www.facebook.com/propublica/" id="facebook-follow-pp-module"> <svg class="icon" width="24" height="24"><use xlink:href="#icon-facebook" /></svg> <span>Facebook</span> </a> </li> <li> <a class="btn btn-social social-main social-link-youtube" href="https://www.youtube.com/user/propublica" id="youtube-follow-pp-module"> <svg class="icon" width="24" height="24"><use xlink:href="#icon-youtube" /></svg> <span>YouTube</span> </a> </li> <li> <a class="btn btn-social social-main social-link-rss" href="https://www.propublica.org/feeds/propublica/main" id="rss-follow-pp-module"> <svg class="icon" width="24" height="24"><use xlink:href="#icon-rss" /></svg> <span><abbr title="Rich Site Summary">RSS</abbr></span> </a> </li> </ul> <form class="ajax-form form-subscribe" method="post" action="https://signup.propublica.org/newsletter/turing" id="sidebar-email-subscribe-module"> <h2 class="pp-module-title">Stay Informed</h2> <p class="pp-module-description">Get our investigations delivered to your inbox with the Big Story newsletter.</p> <div class="form-label-set"> <input placeholder="Enter your email" class="input-text" name="email" id="sidebar-email-subscribe-input" type="email" required onfocus="recaptchaInit()" /> <label for="sidebar-email-subscribe-input"> <span class="a11y">Email address</span> <svg class="icon" aria-hidden="true"><use xlink:href="#icon-email"></use></svg> </label> </div> <input id="newsletter-signup-follow-main" class="g-recaptcha" value="Sign Up" type="submit" /> <input type="hidden" name="success_location" value="https://www.propublica.org/forms/thankyou" /> <input type="hidden" name="error_location" value="https://www.propublica.org/forms/error" /> <input type="hidden" name="target" value="l/125411/2018-11-01/5vd2q2" /> <input type="hidden" name="origin_location" value="https://v3-www.propublica.org/nerds/" /> <small class="legal">This site is protected by reCAPTCHA and the Google <a href="https://policies.google.com/privacy">Privacy Policy</a> and <a href="https://policies.google.com/terms">Terms of Service</a> apply.</small> </form> </div> <div class="pp-module module-popular" id="r7"> <h2 class="pp-module-title">Most Read</h2> <div class="module-content" id="hottest-stories-module"> <div class="tabs"> <div class="pane-stories collapsible" data-collapsible-set="pp-stories-hottest"> <ol class="list-plain list-stories"> <li><h3><a href="https://www.propublica.org/article/trump-halted-agent-orange-cleanup-dioxin-vietnam-poison-risk" title="View this">Trump Halted an Agent Orange Cleanup. 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