I Replaced Pandas with Polars and DuckDB for 30 Days Here’s What Changed

Byali

Jun 29, 2026 #SQL

The Python data stack isn’t changing because Pandas became bad. It’s changing because our workloads quietly outgrew it.

I Replaced Pandas with Polars and DuckDB for 30 Days Here’s What Changed The Python data stack isn’t changing because Pandas became bad. It’s changing because our workloads quietly outgrew it.Continue reading on Medium » Read More Sql on Medium

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I Replaced Pandas with Polars and DuckDB for 30 Days Here’s What Changed

Byali

By ali

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