Over the last few years, I have walked into The New York Times building so often, the security guards know me by name. Today, though, will be the first time I walk in to pick up an official badge.

When the elevator doors open after the ride up Times Tower, I won’t be walking into the newsroom. I’ll be a few floors up with a new title: Developer Advocate for The New York Times.

New York Times Developers

It’s a public-facing role and an extension of the work I’ve been doing to bring people together at the various intersections of code, design and journalism. Among other things, you’ll see me at Times Developer events, like the one this Thursday. (You should sign up if you’re in town. It’s free.) You might see a few posts from me on the New York Times Open blog. And I may be pushing code to NYT GitHub repos.

Some things won’t change. You’ll still hear about me organizing Ruby Women and Hacks/Hackers NYC. I’ll still be helping other Hacks/Hackers chapters launch around the world and advising GORUCO. And I’ll still take on occasional consulting projects.

You’ll still see me giving talks and working on conferences like Write/Speak/Code, ONA13 and Strata + Hadoop World. With any luck (or maybe to your horror), you might even see me emceeing again at Visualized 2014.

Today is both the start of a new adventure and an extension of what I’ve always done to help others: solve problems, connect people, and create situations that allow for spontaneous awesome.

I’m looking forward to talking with you.

The Broad ExperienceJournalist Ashley Milne-Tyte reports on women in the workplace and success in a podcast called “The Broad Experience.”

Back in August, she published a show about Write/Speak/Code, and more broadly (ha) about some of the hurdles women face when finding themselves in the spotlight and what they are doing about it. Ashley spoke with developer and Write/Speak/Code founder Rebecca Miller-Webster, developer and participant Aimee Simone, and me (one of the conference co-founders).

Read the full transcript of the show, and listen to the podcast below.

I have a saying: “Talking is good; making is better.” By that, I mean that discussion in all forms is an important means of learning, teaching, and shaping ideas. But it’s even more important to create, whether it’s writing, code, sound or objects.

So since the beginning of this year, I’ve been putting my motto into action by creating Write/Speak/Code, a conference by women developers for women developers.

The five of us co-organizers — Rebecca Miller-Webster (who hatched the idea), Vanessa Hurst, Celia La, Rachel Ober and I — have put together a three-day, hands-on, action-oriented event that will empower women developers to be more visible online and in mass media as opinion writers, at tech conferences as presenters and keynoters, and in the open source community as code contributors.

It’s important to me that technology is shaped by the many people who come in contact with it. I’m encouraged that women developers have signed up to talk and to make over the next three days because I have high hopes for what we’re about to do together, and the change everyone involved can cause.

Write/Speak/Code going to be awesome, and I’m really looking forward to seeing more women of code out there talking and making after Write/Speak/Code.

If you’d like to follow along on Twitter, you’ll find updates at @WriteSpeakCode.


My slice of the online universe let out a collective “Nooooo!” when Google announced it would be shutting down Google Reader on July 1. It also sent lots of people off in search of an alternative to Feedburner, Google’s RSS management service.

Today, I’m giving URI.lv a shot. In addition to whitelabeling, a WordPress plug-in and relatively easy migration, it’s got a pretty nice feature set for free. A $30/year premium subscription gives you display and click tracking, and upgrades to free features.

If you use URI.lv, I’d love to know how you like it.

I struggle to remember how to put together a pattern search with regular expressions, so I was excited to discover Lea Verou‘s talk from May 2012, which breaks down how to construct them for JavaScript. (What she teaches can be applied to other languages as well.)

Lea is a front-end engineer who works for the World Wide Web Consortium (W3C). She created RegExp Playground so you can experiment with your own regex patterns. She uses it in her talk below.

CAR 2013 Conference logo
NICAR13 brings together some of the sharpest minds and most experienced hands in investigative journalism. Over four days, people share, discuss and teach techniques for hunting leads, gathering data, and presenting stories. Of all the conferences I go to, this one gets the highest marks from attendees for intensive, immediately applicable learning; networking and fun.

No one could possibly absorb and remember everything presented, so below is your memory card. If you’re looking for highlights from this list, read my NICAR13 roundup for Nieman Lab, “Data science, commoditized backends, and the need to know code.”

Have links from sessions you attended? Post them in comments or ping me on Twitter @MacDiva and I’ll add them to this list.

If you’re looking for a job, IRE keeps a list of open positions. Here’s who’s hiring.

NICAR 2014 will be in Baltimore from Feb. 27 to March 2. You should be there.

For additional tutorials, videos, presentations and tips see the lists from 2012 and 2011.

Jump to
Presentations & Tutorials | Software & Tools | References | Work Samples

Presentations & Tutorials

Dashboards for Reporting (from Aaron Bycoffe, Jacob Harris & Derek Willis)
Data Science for Nerdy Journalists (from Hadley Wickham)
  – Sisi Wei shares her class notes
Data Scraping with Google Docs (from Sean Sposito)
How to create an automatically updating Google spreadsheet (from Sharon Machlis)
Demystifying Web Scraping (from Sean Sposito & Acton Gordon)
Campaign Finance the Data Science Way (from Chase Davis)
Exploratory Data Analysis (from Chase Davis)
Hone your Google Fusion Tables training skills tutorial (from Sreeram Balakrishnan)
Data Mining Machine Learning (from Jeff Larson)
Practical Machine Learning (from Chase Davis & Jeff Larson)
Journalism, Branding & Social Media (from Mandy Jenkins) 
Social media search tips and tools (from Doug Haddix)
How the Los Angeles Times uses DocumentCloud (from Ben Welsh)
Using Excel for Data Analysis (from Krista Kjellman Schmidt)
Excel I: Sorting and filtering (from Linda Johnson)
Excel II: Rates and Ratios (from Denise Malan)
Excel Magic: Advanced functions for data cleaning and more | Excel data (from MaryJo Webster)
Make Your First News App with Django
Data on the Fly (from John Keefe & Mark Wert)
Digging Deep with Data Journalism (from Jill Riepenhoff)
Information Design & Crossing the Digital Divide (from Helene Sears)
Dataviz on a shoestring (from Sharon Machlis)
Introduction to Ruby (from Al Shaw)
The Data Driven Story: Conceiving & Launching (from Jennifer LaFleur & David Donald)
Dataviz, Responsive Web Design + Mobile: Friends or Frenemies? (from Miranda Mulligan & Pete Karl II)
• Quick steps to mastering SQL through SQLite (from Troy Thibodeaux)
  – Emma Carew Grovum shares her notes from the tutorial
Reporting without revealing: Tools for hiding your tracks (from Paula Lavigne)
Covert reporting using technology to cover your tracks (from Mike Tigas)
Learning Python for journalists (from Jeremy Bowers & Serdar Tumgoren)
  – Ask to join the Google group
Fun with data in sports journalism (from Jack Gillum)
After the game: Top data ideas for investigating $port through $pending (from Paula Lavigne)
Is 911 a Joke in Your Town? (from Ben Welsh)
• Sample code for Introduction to JavaScript the Right Way (from Jeff Larson)
Food waste investigations (from Erin Jordan)
Government waste investigations (from Tim Eberly)
Investigating government waste (from Josh Sweigart)
OpenRefine (formerly Google Refine) slides and cheat sheet (from Tom Meagher)
How can we get the widest impact out of software projects? (from Rich Gordon)
How to be ready for your social media Sandy (on discovery, validation and publication) (from Steve Myers)
Github repo and example code from Developing reusable visualization components using D3 and Backbone.js (from Alastair Dant)
Code for drought maps & Data & code .zip file (from Amanda Cox)
Web scraping with Node.js (from Al Shaw)
• Zip file for Python workshops 1 & 3 | Github repo (from Ron Campbell)
• Tip sheet for Python workshop 2, plus dataset for the workshop (from Christopher Schnaars)
• Mike Ball shares his notes from Tasneem Raja’s Smarter interactive Web projects with Google Spreadsheets and Tabletop.js talk
Data Roadmaps: Priming your desktop with certain data slices helps you spot trends, find people and understand your city (from T.L. Langford)
Making Health Data Sexy (from Charles Ornstein)
Infect the CMS (from Heather Billings, Jacob Harris and Al Shaw)
Making interactives fun | List of interactives shown during the talk (from Tasneem Raja and Sisi Wei)
Covering public pensions (from MaryJo Webster)
• Learn to use Git and Github and fork this cheat sheet (from Tom Meagher)
Making Timelines (from Krista Kjellman Schmidt and Lena Groeger)
Inside baseball: What data journalism can learn from sports (from Jeremy Bowers, Ryan Pitts and Matt Waite
Disasters: Preparing for and digging in after the storm (from Ben Poston)
5 data journalism projects you might not have seen before and why they matter in Europe (from Sebastian Mondial)
The One-Query Story (from Kate Martin)
Mapping Best Practices (from Dave Cole, John Keefe and Matt Stiles)
Web Scraping (and more) with Google Apps Script (from Steven Melendez)
NodeXL for Network Analysis (from Peter Aldhous)
Data-driven Beats (from Chris Amico)
Bringing Excel to the Web with SkyDrive (from Cathy Harley)
Navigating U.S. Census Data (from Erran F. Persley)
How to Serve Mad Traffic, Part I (from Jeremy Bowers)
How to Serve Mad Traffic, Part II (from Jacqui Maher) 

Lightning Talks
5 Algorithms in 5 Minutes | Video (from Chase Davis)
Let’s make games for news | Video (from Sisi Wei)
Big datasets, small streams | Video (from Katie Park)
Z-Scores: How You Can Compare Apples With Oranges (downloads a PowerPoint file) | Video (from Robert Gebeloff)
Casino-Driven Design | Video (from Al Shaw)
Be your wn Nate Silver | Video (from Jeff Larson)
ILENE, the polite coding language | Video (from Jennifer LaFleur and Jeff Larson)
Every State is Weird: A selection of election edge cases | Video (from Jacob Harris)
Dude Who Stole My Congressman? (Data in .xls | Visualization) (from Paul Parker)
• Code for the Arduino Baggage Handler | Video (from Matt Waite)
• “Django Retrained: 5 ways coding like a web developer can make you a better investigative reporter” | Slides (from Ben Welsh)

Jump to
Presentations & Tutorials | Software & Tools | References | Work Samples

Software & Tools

ChangeDetection.com – monitor website changes
Citizen Quotes – A project to demonstrate maximum entropy models for extracting quotes from news articles in Python.
CometDocs converts PDFs to Word and Excel docs
Tabula for pulling data out of PDFs
• Tried and true XPDF (PDFtoText)
DocHive PDF to XML converter
Python wrapper for the Document Cloud API
DownThemAll Firefox plug-in for downloading website assets (photos, video, etc.)
• Embed Excel Interactive View into your site
Fast Cluster, a command line tool for grouping documents by similarity (from Jeff Larson)
FOIA Machine (automate your Freedom of Information requests)
Geofeedia search and monitor social media by location
iWitness from Adaptive Path – search social media content by time and place
OpenRefine (the open source repo of the data cleaning tool formerly known as Google Refine)
Overview Project | Read the getting started guide
Scrape screen scraper Chrome extension. Journalist Jens Finnäs wrote a tutorial for it on Dataists.
Time Flow by Martin Wattenberg & Fernanda Viegas
Stately – a symbol font to create a map of the U.S. using HTML & CSS
Weka 3: Data mining software in Java
Cascading Tree Sheets
Dataset (part of the Miso Project) – grabs data from Google Spreadsheets and helps visualize the data
Datawrapper (open source)
Google Chart Tools
Tableau Public (Windows only)
Mapbox and Tilemill
Adobe Edge Animate free tool for creating interactive content
Spoofcard caller ID spoofing
Trap Call unblocks private numbers
Burner iPhone app creates disposable phone numbers
• Tools for hiding an IP address:
  – Anonymizer ($80)
  – Privoxy
  – BeHidden
  – Anonymous
  – IxQuick
Orbot provides Tor proxying on Android phones
Silent Circle encrypted communication app for iPhone and Android
Whois (search for domain name owners)
SpiderOak private, secure data stored in the cloud
Foller.me who to follow on social platforms
Ban.jo (mobile app)
Hachi social platform search tool
R Project for Statistical Computing
R Studio
• Learn to unlock government data with Sunlight Academy offered by the Sunlight Foundation
JS Console for debugging JavaScript
Programming Ruby 1.9 & 2.0 (4th edition): The Pragmatic Programmers’ Guide
• Production code for Overview Server, which does visual document mining
mitmproxy (“man in the middle” proxy) inspect and edit traffic flows on the fly. SSL compatible.
Python Social Auth social authentication/registration mechanism
XCode iPhone simulator
jQuery Vertical Timeline by MinnPost
Rubular regular expression editor for Ruby
UltraEdit text editor (Windows only)
• Tom MacWright’s Mistakes interactive JS editor
Sphinx open source search engine
• NPR’s App Template project template for client-side apps
ILENE the polite coding language (from Jeff Larson)
Django Bakery helps bake your Django site out as flat files
Invar generates map tiles from a Mapnik configuration
Table Capture Chrome extension grabs table HTML and drops it into a Google doc
TableTools2 Firefox extension allows you to copy and manipulate table data from the Web
Haystax point-and-click data collection
• Sisi Wei’s presentation framework
Bank Tracker contains data on every FDIC bank
Shpescape converts shape files to TopoJSON
Numeric.js JavaScript library for numerical calculations
Pixel Ping pixel tracker
Helium Scraper extracts website data into structured formats such as CSV and XML
Choose Your Own Adventure plug-in from Mother Jones
Timeline JS
• The WNYC interactive Bingo card generator
Proof Finder search email and other unstructured data (designed for lawyers and investigators)
Paper of the Congressional Record (requires a key from Sunlight Labs)
YUI, an open source JavaScript and CSS library for developing interactive applications
Tarbell Google docs-driven CMS from the Chicago Tribune apps team (currently in alpha)
• Chase Davis’s FEC Standardizer code and explainer
• Al Shaw’s Dirtyword Ruby script cleans HTML from Word docs.

Jump to
Presentations & Tutorials | Software & Tools | References | Work Samples


• Jeff Larson recommends “Eloquent JavaScript” as the best book for learning JS
Mike Bostock’s d3.js tutorials (from Sharon Machlis)
Scott Murray’s d3.js tutorials (from Sharon Machlis)
How to select, create & remove elements in d3.js (from Jerome Cukier and Scott Murray)
Computational Journalism syllabus from Journalism and Media Studies Center at the University of Hong Kong, Spring 2013 (from Jonathan Stray)
Connected China from Fathom & Reuters (background)
  – Notes on Connected China by Chris Amico
How to Bulletproof Your Data (from Jennifer LaFleur, ProPublica)
Federal Reserve Economic Data (includes international data and an API; from Federal Reserve Bank of St. Louis)
Little Sis, a database of relationships between people in business and government
OpenMissouri a collection of state and local government data from Missouri, some of which isn’t ordinarily made available online
Privacy Rights Clearinghouse
• ProPublica’s News Apps Style Guide
TheyRule shows the relationships between people in corporations
• Hadley Wickham’s academic paper on tidy data
• Hadley Wickham’s guide to using regular expressions in R
• ProPublica News Apps Desk Coding Manifesto
• ProPublica’s Principles of News App Design Structure
Pretty Good Privacy (PGP) data encryption
Tor Project
OpenElections Project, certified historical election results for everyone
Open Innovation and open APIs in Digital Journalism (academic paper by Tanja Aitamurto and Seth C. Lewis)
• Chart of the differences between PHP, Python and Ruby
How to build a stepper visualization
How to install MySQL on Mac OS or Windows
R for Journalists
A journalists’ guide to verifying images
Finding the Wisdom in the Crowd (on verifying images found on social platforms)
How to visualize your backlinks with Google Fusion Tables (network visualization tutorial)
Design Patterns: Elements of Reusable Object-Oriented Software
Hospital Compare from Medicare.gov
• Winners of Kaggle’s campaign finance interactive reporting contest
Working with Tabletop.js and Handlebars.js
Impact of Responsive Designs
• Drew Conway’s Data Science Venn Diagram (now in d3.js!)
How to Not Screw Up Your Data
• Did you watch Ben Welsh’s lightning talk? Here’s the presentation he credits for changing his life: Writing reusable code by James Bennett, now at Mozilla. Read the revamped slides

Jump to
Presentations & Tutorials | Software & Tools | References | Work Samples

Work Samples

The Year in CAR presentation by Mark Horvit and Megan Luther, IRE
  (7.1 MB PDF)
The Year in CAR wrap by Ryan Graff, Knight Lab
The Evolution of Sandy’s Path (Weather.com)
Paralax Scrolling: James Bond (BBC)
How the Chicago Tribune News Apps team made the Chicago Crime site
Chinese Chemicals Flow Unchecked Onto World Drug Market (The New York Times)
Income Inequality in America (Reuters)
Australians who don’t pay tax: what would Romney say? (Financial Review)
Mid-Year Economic and Fiscal Outlook (Financial Review)
Workout at Work (Washington Post)
Ad Libs (PBS Newshour)
Could you be an Olympic medalist (from The Guardian)
Fake medical providers slip through Medicare loophole (Atlanta Journal-Constitution)
Medicare fraudsters used UPS boxes to fleece millions from taxpayers (Dayton Daily News)
The Killing Roads 10 years of traffic accidents in Norway (bt.no)

Jump to Tutorials | Software & Tools | References | Work Samples

In a single slide deck, LinkedIn co-founder Reid Hoffman offers salient and practical advice for working and continuing to be employed in changing times.

Even with the slightly salesy stuff about using LinkedIn at the end, this is worth flipping through and applying to your life, no matter where you are in your career as staffer, entrepreneur or freelancer (which, in my book, is an entrepreneur, but I’ll save that for another time).

People often ask me for help finding more women to hire for their coding and engineering teams. Their main motivation is to hire great developers to fill their growing their workforce. Their secondary motivation is to increase diversity — not just in gender, but also in ideas, perspectives, people skills and problem solving.

I believe this is important and so I offer as much help as I can. The thing is, there are high hurdles to overcome when it comes to hiring great senior devs and engineers, especially great ones who are women because there just aren’t that many currently working in the industry.

Earlier this week, a video about increasing the number of women engineers at Etsy hit the web. If you care about hiring more women on your technical teams, it’s worthy viewing. In about 19 minutes, Etsy CTO Kellan Elliott-McCrea elegantly sums up almost every piece of advice I’ve given, and offers a viable path to achieving the goal.

First Round Capital, which hosted Kellan’s presentation, also posted their own take.

Around the web you’ll find other good advice on how to get more women to apply for technical roles. If you’ve found something that works, please post it in comments. The 2012 report from the Anita Borg Institute for Women and Technology offers additional caveats and 10 high-level solutions that would work especially well for large businesses.

Asking a question at IRE Las Vegas (2010), photo by Ben Welsh
Can you believe it? The annual Computer Assisted Reporting conference (also known as NICAR) is about three short weeks away.

Of all the events I’ve been to, this is the one I get the most out of. All of the sessions are meant to teach you skills you can apply immediately and reveal deep insights that will help you grow as a journalist.

Like years past, I’ll be collecting links to the tutorials, presentations, slide decks and video from NICAR13 and posting them here. In preparation — especially for new attendees — here’s some stuff you should know:

  • There will be 5-minute lightning talks. You could give one. In fact, IRE is taking talk proposals and votes right now. The most popular talks will be presented on Friday, March 1, at 4 p.m.
  • If you want one-on-one mentoring at the conference, sign up by Feb. 7. Organizers will then pair mentees up with mentors. Mentees: Bring work sample and story ideas. Mentorship slots fill up quickly, so apply today.
  • If you’re taking any hands-on training sessions or Hadley Wickham‘s data science masterclass, you might receive emails insisting you install a bunch of software before you arrive. Take the instructions seriously. Do not wait until the last minute or you will be very sad and very, very lost during class.
  • Ersi is offering a free ArcGIS for Desktop license (worth $1,500) if you attend all four of their 50-minute training and demo sessions. If you’re doing a lot of cartography and GIS work, you might want to consider it.
  • There’s Q&A after almost every session, and there’s always a pause before someone speaks up. So prepare a question (and please, not one of the “see how I’m smarter than you?” variety) and use your first-mover advantage.

NICAR is really friendly. If you’ve got a question or you have a reporting problem you’re trying to solve, just ask someone for help.

And if you want to be really prepared, Chris Fralic of First Round Capital has great advice on how to work a conference.

(Photo from IRE 2010 by Ben Welsh/Flickr)

Just take a look at this beauty:
Courier Prime by Alan Dague-Greene
This is Courier Prime, designed for screenwriters — people who must format their manuscripts in 12-point Courier so their productions can estimate timing and length. Courier Prime is sharper, has proper bold and italic faces, and crisper printing and on-screen display.

Best of all, it’s free. And if you’re a font geek like me, you’ll enjoy the backstory on Courier Prime’s design.