Hacker News
- Apache Arrow and the “Things I Hate About Pandas” http://wesmckinney.com/blog/apache-arrow-pandas-internals/ 139 comments
Lobsters
- Apache Arrow and the "10 Things I Hate About pandas" http://wesmckinney.com/blog/apache-arrow-pandas-internals/ 3 comments api , performance , python
Linking pages
- pandas 2.0 and the Arrow revolution (part I) https://datapythonista.me/blog/pandas-20-and-the-arrow-revolution-part-i 53 comments
- Vaex: Out of Core Dataframes for Python and Fast Visualization | by Maarten Breddels | Towards Data Science https://medium.com/vaex/vaex-out-of-core-dataframes-for-python-and-fast-visualization-12c102db044a 43 comments
- 50 times faster data loading for Pandas: no problem | by Patrick Bos | Netherlands eScience Center https://blog.esciencecenter.nl/irregular-data-in-pandas-using-c-88ce311cb9ef 8 comments
- Polars, DuckDB, Pandas, Modin, Ponder, Fugue, Daft — which one is the best dataframe and SQL tool? | Kestra https://kestra.io/blogs/2023-08-11-dataframes 3 comments
- Scripting is prototyping!. Engineering software without using a… | by Jan Tschada | Germaneering | Apr, 2023 | Medium https://medium.com/germaneering/scripting-is-prototyping-e9858dfa2c09 2 comments
- Some comments to Daniel Abadi's blog about Apache Arrow - Wes McKinney http://wesmckinney.com/blog/arrow-columnar-abadi/ 1 comment
- What's the future of the pandas library? https://www.dataschool.io/future-of-pandas/ 0 comments
- Vaex: A DataFrame with super strings | by Maarten Breddels | Towards Data Science https://towardsdatascience.com/vaex-a-dataframe-with-super-strings-789b92e8d861 0 comments
Linked pages
- Why Python is Slow: Looking Under the Hood | Pythonic Perambulations https://jakevdp.github.io/blog/2014/05/09/why-python-is-slow/ 705 comments
- Apache Arrow | Apache Arrow https://arrow.apache.org/ 10 comments
- Practical Medium Data Analytics with Python (10 Things I Hate About p… http://www.slideshare.net/wesm/practical-medium-data-analytics-with-python 1 comment
- GitHub - ray-project/ray: Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads. https://github.com/ray-project/ray 0 comments
- Streaming Columnar Data with Apache Arrow - Wes McKinney http://wesmckinney.com/blog/arrow-streaming-columnar/ 0 comments
- GitHub - ibis-project/ibis: the portable Python dataframe library https://github.com/ibis-project/ibis 0 comments
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