Definition
Plain language
A popular Python toolkit for loading and crunching tables of data.
As stated in the literature
A Python data-analysis library providing dataframe structures for tabular data manipulation; commonly invoked by coding agents for parsing and analysis.
Why it matters: It's the go-to tool for wrangling tabular data, so coding agents reach for it constantly when parsing and analyzing datasets.
For example, with a few lines an analyst can load a spreadsheet of sales into pandas and compute the average per region.
Heard on the show
“A spreadsheet task might be solvable four different ways — a Python data library like pandas, a different spreadsheet-manipulation library, Windows automation, or plain in-sheet formulas.”Episode 132 — The Agent Failed — But Did the Instructions Deserve to Be Followed?