open source | MIT Center for Civic Media

How to Identify Gender in Datasets at Large Scales, Ethically and Responsibly

A practical guide to methods and ethics of gender identification

For the past three years, I've been using methods to identify gender in large datasets to support research, design, and data journalism, supported by the Knight Foundation, with an amazing group of collaborators. In my Master's thesis, used these techniques to support inclusion of women in citizen journalism, the news, and collective aciton online. Last February, I was invited to give a talk about my work at the MIT Symposium on Gender and Technology, hosted by the MIT Program in Women's and Gender Studies. I have finally written the first part of the talk, a practical guide to methods and ethics of gender identification approaches.

HOPE X: Community Infrastructure for FOSS Projects

Liveblogged at HOPE X.

James Vasile, Open Internet Tools Project

Infrastructure is any mechanism that helps developers and users engage. OpenITP believes that community infrastructure should come from the community. We're used to infrastructure like roads: someone else builds and maintains it. A lot of FOSS projects build their own infrastructure and wind up repeating efforts and not doing a great job of it.

OpenITP tries to find a middle ground between building infrastructure and everyone fending for themselves. They do this by coordinating between projects with similar needs.

Projects need more than just code to succeed: