An assistant's first analysis of chemical engineering employment came with data it had made up, so I pulled the real series from the BLS and Census sources myself, and that took the evening. [read]
essay Ask where the numbers came from before charting them
2026-02-08 / AI / series Tested on real work / working-with-an-assistant, public-data, jupyter