Benchmarking for Pandas and Polars Using CSV and Parquet File : r/Python
Measuring The Speed of New Pandas 2.0 Against Polars and Datatable — Still Not Good Enough | by Bex T. | Towards Data Science
Benchmarking Performance: Polars vs. Vaex vs. Pandas | by Asimandia | Medium
Comparison of AUC polar of benchmark datasets. | Download Scientific Diagram
Database-like ops benchmark
Pandas Vs Polars - A Comparison on File I/O
DuckDB vs Polars vs Spark! | Karn Wong
Polars — TPCH Benchmark
Database-like ops benchmark
I wrote one of the fastest DataFrame libraries | Ritchie Vink
Five Ways to Export CSVs in Python with Benchmark Comparison | by Yosef Aziz | Data Engineer Things
Polars: Pandas DataFrame but Much Faster | by Travis Tang | Towards Data Science
New Publication: “PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears”
Benchmarking Python Processing Engines: Who's the Fastest? | by Bruno Nirello | Medium
Polars — TPCH Benchmark
High Performance Data Manipulation in Python: pandas 2.0 vs. polars | DataCamp
Polars (Rust DataFrame library) join algorithm fastest in db-benchmark : r/rust
High Performance Data Manipulation in Python: pandas 2.0 vs. polars | DataCamp
Apache Spark Benchmark for TPCH-SF10 – Small Data And self service
Per-query db-benchmark results
I wrote one of the fastest DataFrame libraries | Ritchie Vink
Ritchie Vink (@[email protected]) 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
Matthew Rocklin on LinkedIn: Spark, Dask, DuckDB, Polars: TPC-H Benchmarks at Scale | 16 comments
Polars Introduction for Python with a 128GB Ryzen 24-core Benchmark vs Pandas - YouTube
Polar Analytics on LinkedIn: eCommerce Benchmarks 2023: KPI Benchmarking by Polar Analytics
Paul Simmering - Data frame wars: Choosing a Python dataframe library as a dplyr user
Ritchie Vink on LinkedIn: Polars 0.17.0 is released. 🐻❄️ I compared the db-benchmark groupby…
Benchmarking pandas against Polars from a pandas point of view | by Patrick Hoefler | Level Up Coding
