This post at ProPublica’s Nerd Blog details why the data-gathering and data-cleaning work for the Dollars for Docs project was difficult. That project, which compiles disclosures from 17 pharmaceutical companies into one searchable database, allows readers to discover if their doctor has received marketing or research funds.