Can Claude Code Handle Data Analysis? Our Live Test Results π
We tested Claude Code with a parquet file to see how well it performs in data analysis. Discover the insights and lessons learned from our real-time experiment!

marimo
2.1K views β’ Aug 21, 2025

About this video
We tried Claude Code for data analysis with a parquet file and the results ... they were mixed. Thankfully we recorded it live so we could learn some lessons from it!
00:00 Why
01:10 Setup
04:12 Claude vs. Parquet
04:39 Fixing it
07:46 Understanding spikes
12:12 This is a bad idea
18:27 Big cleanup
20:19 Polars refactor
22:53 Finding bots
25:36 The big fix
The world of warcraft dataset can be found here:
https://github.com/koaning/wow-avatar-datasets/tree/main
00:00 Why
01:10 Setup
04:12 Claude vs. Parquet
04:39 Fixing it
07:46 Understanding spikes
12:12 This is a bad idea
18:27 Big cleanup
20:19 Polars refactor
22:53 Finding bots
25:36 The big fix
The world of warcraft dataset can be found here:
https://github.com/koaning/wow-avatar-datasets/tree/main
Video Information
Views
2.1K
Likes
83
Duration
28:16
Published
Aug 21, 2025
User Reviews
4.5
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