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When Pandas Finally Broke Me: How I Discovered Python Polars (Part 1 of 3)

By AK
August 2, 2025
There I was at 2:47 AM on a Tuesday, staring at my laptop screen while my “quick data analysis” entered its fourth hour. The progress bar hadn’t moved in twenty minutes, my MacBook was making sounds that belonged in a server room, and I was…
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