Use pandas’ vectorized operations instead of performing operations on each column individually. This leverages pandas’ optimized C implementation for better performance, especially with large datasets.
DuckDB: Simplify DataFrame Analysis with Serverless SQL
Simplifying Dataset Comparison with Datacompy
Fuzzy Joining Tables with Non-Exact Matching Entries
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