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Tags: data engineering* + python* + pandas*

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1. How moving from Pandas to Polars made me write better code (without writing better code)

   An exploration of the benefits of switching from the popular Python library Pandas to the newer Polars for data manipulation tasks, highlighting improvements in performance, concurrency, and ease of use.

   2024-06-06 Tags: pandas, polars, data engineering, python, dataframe by klotz
2. Bigquery DataFrame

   2023-10-14 Tags: bigquery, pandas, python, data frame, gcp, data engineering by klotz
3. Go Beyond CSV: Data Ingestion with Pandas | by Mala Deep | Apr, 2022 | Towards Data Science

   2022-04-25 Tags: pandas, csv, json, excel, ingestion, data, data engineering, python by klotz
4. Pandas DataFrame Tutorial - Beginner’s Guide to GPU Accelerated DataFrames in Python | NVIDIA Developer Blog

   2021-03-04 Tags: pandas, dataframe tutorial, gpu, python, nvidia, data engineering by klotz

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