Seeing others putting things into practice is one of the best ways to learn how to go from idea to real meaningful change in our data work. We All Count reached out to some of the people who have taken the Data Equity Framework workshops to see what worked, what...
A well-crafted Motivation Touchstone contains your success criteria and aimed-for rewards, as well as a summary of the major restrictions and parameters that your project faces. These elements give us its outline, the scaffolding required to make decisions throughout...
One of the best ways to talk about some of the equity challenges posed by the data science process is what we like to call the “bowtie”. The ends of the bowtie are almost always broader than the knot at the center, and it’s how you tie the knot that keeps the bowtie...
It’s that time of year again: We All Count’s creative director has worked up 5 new data equity posters and they are awesome! What started as an outlet for him to vary from our color scheme has blossomed into our new favorite tradition. Click here to buy...
When we try to measure gaps in outcomes between groups, we often turn to an approach called a Blinder-Oaxaca Decomposition. I’m all for identifying discriminatory gaps, but we need to be careful that we don’t discount certain kinds of discrimination from our data...