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Michael Chow · Feb 11, 2020

What would it take to recreate dplyr in python?

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Recently, I left my job as a data scientist at DataCamp to focus full time on two areas:
co-directing the non-profit Code for Philly bringing the magic of dplyr to python In order to do the second part, I’ve worked over the past year on a data analysis library called siuba. As part of this work, I’ve found myself often discussing siuba’s hardest job: making grouped operations…

Recently, I left my job as a data scientist at DataCamp to focus full time on two areas: co-directing the non-profit Code for Philly bringing the magic of dplyr to python In order to do the second part, I’ve worked over the past year on a data analysis library called siuba. As part of this work, I’ve found myself often discussing siuba’s hardest job: making grouped operations a delight. In this post I’ll provide a high-level overview of three key challenges for porting dplyr to python.

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