Recently I’ve been exploring data downloaded from BOLD. Part of this was motivated by work done with David Schindel for a recent book: In this blog post I record some struggles I’ve had with the supposedly “Frictionless” data provided by BOLD. I list a serious of issues, and make some recommendations as to how these can be fixed. Previous versions disappear from site The web page Data Packages lists datasets that can be downloaded.