Paul Simmering - Data frame wars: Choosing a Python dataframe library as a dplyr user
The 3 Reasons Why I Have Permanently Switched From Pandas To Polars | Call me Ben
Ritchie Vink (@ritchie46@fosstodon.org) on X: "Polars DataFrame library 0.8.4 is out. Latest weeks have seen a lot of performance improvements, leading to the fastest release to date. And it shows! *Note that
I wrote one of the fastest DataFrame libraries | Ritchie Vink
Polars — TPCH Benchmark
Architectures of POLAR Benchmarks | Download Scientific Diagram
Pandas 2.0 vs Polars 0.17.7: Battle for Supremacy in Speed and Syntax | by Almogklein | Better Programming
Benchmarking Performance: Polars vs. Vaex vs. Pandas | by Asimandia | Medium
Per-query db-benchmark results
Benchmarks results for polars against other widely used packages in rstats ! : r/rstats
Polars: Pandas DataFrame but Much Faster | by Travis Tang | Towards Data Science
Ritchie Vink (@ritchie46@fosstodon.org) on X: "Pandas 2.0 vs Polars 0.16.10 I see people taking the wrong conclusions from this microbenchmark. Here are the results of pandas with arrow backed datatypes vs polars
Polars Introduction for Python with a 128GB Ryzen 24-core Benchmark vs Pandas - YouTube
DuckDB vs Polars vs Spark! | Karn Wong
High Performance Data Manipulation in Python: pandas 2.0 vs. polars | DataCamp
Matthew Rocklin on LinkedIn: Spark, Dask, DuckDB, Polars: TPC-H Benchmarks at Scale | 16 comments
Five Ways to Export CSVs in Python with Benchmark Comparison | by Yosef Aziz | Data Engineer Things
Polar Analytics on LinkedIn: eCommerce Benchmarks 2023: KPI Benchmarking by Polar Analytics
Benchmarking Performance: Polars vs. Vaex vs. Pandas | by Asimandia | Medium
DuckDB vs Polars vs Spark! | Karn Wong
Pandas Vs Polars - A Comparison on File I/O
Benchmarking Python Processing Engines: Who's the Fastest? | by Bruno Nirello | Medium
Ritchie Vink on LinkedIn: Polars 0.17.0 is released. 🐻❄️ I compared the db-benchmark groupby…
Benchmarking for Pandas and Polars Using CSV and Parquet File : r/Python
Apache Spark Benchmark for TPCH-SF10 – Small Data And self service
Benchmarking pandas against Polars from a pandas point of view | by Patrick Hoefler | Level Up Coding
