SERGE AURUBIN

DATA SCIENTIST

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Pandas vs PySpark vs Polars in 50 Seconds

Data with Baraa

July 23, 2026 1

0 Watch on YouTube

Pandas, PySpark, Polars: one machine vs many machines, eager vs lazy. The whole DataFrame map in 50 seconds.

▶ Full DataFrame breakdown: https://www.youtube.com/watch?v=TYnXqVrVz8k

#python #pandas #pyspark #polars #dataengineering

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