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Pandas/Arrow/Dask String Performance Improvements | Matt Rocklin Analytics Table
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About Pandas/Arrow/Dask String Performance Improvements | Matt Rocklin
Explore Pandas/Arrow/Dask String Performance Improvements | Matt Rocklin with 3,617 views, 104 likes, and 6 comments. Experience the impact of this video content that has captured audience attention.
Learn more at https://bit.ly/3QozLAO Pandas 1.3 added a string[pyarrow] datatype. This provides excellent performance improvements, especially in scalable situations. This video talks about what changed, and gives examples showing the impact. Notebook available at https://gist.github.com/mrocklin/b4c149d3b43389ddec2c24a048d7671a Some more reading in this blog post: PyArrow Strings in Dask DataFrames https://www.coiled.io/blog/pyarrow-strings-in-dask-dataframes --- Scale Your Python Workloads with Dask and Coiled. Coiled is a Dask company. With Coiled's rock-solid infrastructure, you can quickly and securely create Dask clusters in your cloud account. Learn more about Coiled and get started for free https://coiled.io/start More content on our blog: https://coiled.io/blog
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