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Pandas vs. Polars: A Performance Benchmark for Modern Data Analysis

  • Polars is a high-performance DataFrame library designed for data manipulation and analysis.
  • This article compares Pandas and Polars in terms of processing large amounts of data.
  • Polars proves to have faster processing times in various scenarios.
  • While Polars offers advantages in performance, Pandas still has superior flexibility and can be used in multiple scenarios.

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