I am/was writing up an interesting hypothesis with Claude's help. But I redid the most important parts of the data pipeline manually. As in went in and cmd-c + cmd-v'ed the data by hand to create a reference, and I'm randomly spot checking 33% of the larger records.

The analysis itself; I'm doing it by hand.