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Re:Apache Arrow and the “Things I Hate About Pandas” by nas on Tuesday September 26, 2017 @12:15PM (#15340003)
We went through sort of a similar exercise. The features that pandas provided was compelling. For example, our main research guy uses R and so something like data frames were wanted. My conclusion was that pandas was too heavy to add as a dependency however. sloccount says about 200k lines of code.

Instead, I wrote a small wrapper around numpy to provide a data frame like object (850 lines of code by sloccount). So far, this has worked well for us.

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