Vizzies I have loved

Matt Carroll, the Boston Globe’s data guru,  gave one of my classes a tutorial on Google Fusion last week. It was pretty awesome.

Carroll called data visualization an “exploding field” with a shortage of qualified  journalists. (Hear that, student journos? If you want a job you should learn a bit about data or at least spreadsheets.) I had hoped to post a vizzy of my own, but I’ve been bogged down in other projects these last few days. Instead, here’s a roundup of some impressive data visualizations I’ve seen lately:

Drone warfare graphic from The Guardian's website.
In this interactive graphic, The Guardian breaks down drone strikes in Pakistan since 2004. Photo/

The Guardian’s Datablog is always amazing, but this animated, interactive look at drone warfare in Pakistan is in a class by itself. The designers used data from the Bureau of Investigative Journalism to illustrate the demographics of the more than 3,000 people killed by American drone strikes in Pakistan since 2004. The information is complex, but the design remains simple. A quick look shows how strikes became more frequent — and more deadly — after President Obama took office in 2009. Closer inspection reveals details about each attack.

Like the drone project, this graphic from the Associated Press is structured around a timeline. It uses colored circles the cost in terms of money and life of wars throughout American history. The AP published it today to mark the 40th anniversary of the end of American involvement in the Vietnam War. It’s simple, timely and contextualizes historic events.

ProPublica is packed with vizzies, including a few sophisticated enough to be reporting tools in their own right. One of my current favorites is this graph of where members of Congress stand on gun regulation. It’s a calm, clear look at an emotional topic. At first, I found all the little pictures distracting, but I came to appreciate them after playing with the graphic for a few minutes.

Mapping mavens of the web journalism world

Mapping is, without a doubt, an important part of modern journalism. It’s a literal — and often beautiful — manifestation of the sense of place necessary for great storytelling. Maps help us understand complex topics like campaign ad buys, the demographics of the Catholic church and housing discrimination.

So I was rather dismayed to see this tweet come out of the SXSW Interactive conference:

The skills necessary to create maps like the ones I mention above are in high demand at news organizations of all kinds, and Google is a fantastic, non-threatening way to explore the possibilities of geography-based journalism. What does it mean for tomorrow’s newsrooms if women are sidestepping these tools?

The AP used Google maps to build this in 2012. Credit: AP
The AP used Google maps to track the 2012 presidential election. Credit: AP

Even journalists with zero interest in building maps of their own must be literate in this kind of storytelling. Michelle Minkoff, an interactive producer for the Associated Press, says mapping requires collaboration among many members of a team. It’s complex, tricky work, but worth the effort.

“If you have a thing you see in your head, given time and resources, there is nothing to stop you from making it a reality,” she said in an email. “It is, then, making dreams come true, in a very literal sense.”

Minkoff and her colleagues used Google maps to track the 2012 presidential election, as seen here on (For more of AP’s interactive work, go here.)

I don’t want this blog to become a collection of “lady who…” stories, but role models are important, so here’s a Twitter list of women who map. And here’s an edited version of an email Q&A with Minkoff:

How important will maps be to online journalism? Why?

As students, we grow up with maps, and I believe they are a visualization type that can be very comprehensible to the general public when used correctly…I can tell you there have been a lot of crime incidents, or you can see the plethora of dots and just how many there are. It’s a whole different angle on using facts. As technology develops, the possibilities explode.

It’s also important to note that forms of visualization are many, and often, just because you CAN map a story, doesn’t mean you should. For more, see here.

What kinds of tools do you use to create maps?

I’m part of a talented team at the AP, and none of the pieces I’m about to discuss would be possible without my collaborators. It’s not about being a woman in tech, but working with a team where we operate on the quality of our work, not external factors.

I spend a lot of time building mapping systems. The focus here is less on building one specific map, than on building computer programs that make it easier for others to make maps. More often, we use one of two systems we’ve created, with various different programs and code libraries. One we call the “shape map”, which are shapes that you fill in on a page. (Here’s an example.)

Often, we fill in the shapes with different colors to represent data. For this, we use ESRI shapes to get the actual data, Illustrator to style those files, Inkscape for further simplification of the shapes and Raphael to render it out on the page. Some internal tools also help this process along. While most of our published shape maps feature the US, we’ve created custom shapes for world countries.

The other type of system we have is our zoomable map. Here’s how AP used it for the impact of Superstorm Sandy. Again, we use ESRI shapes to get the shapes of the world on the map, used Tilemill to style the background map and then the Leaflet library to make it interactive and put dynamic data on the map.

What can we do to get more women interested in tech, both in J-school and in news orgs?

For students and practitioners of journalism, seeing examples of what’s possible, and then understanding how to get there seems like a good route. That means more courses introducing concepts via projects, which then teach concepts. Also, getting people excited about what they can do if they learn code.

Just as importantly, female journalists must be given opportunity to recognize you will not be the only female techy journalist out there. Seek out the others, because there are many of us. And the best part of all is the journalism community is extremely welcoming, and that includes the men. I rarely think about gender on a daily basis, because we’re there to do good work. Always remember the mission of telling compelling stories. That is the end goal.