ConfPad

We'll take you along on the journey data makes both before it enters our pipelines and how we then shape it to end up in our visualizations. From large-scale data collection in the field to NGO's crunching surveys to datasets, to harmonizing data syntax and semantics, to defining visualizations using a visualization grammar and finally to serving the result on our tools page: www.gapminder.org/tools. At each step of the way we'll highlight interesting stories, lessons we learned during our work and challenges we still have.