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Going from doing most of my analytics work in MariaDB/MySQL to Python/Pandas, and R/Dplyr, I'm amazed by how much trickier the syntax and operations are in Pandas.


Yea, when I do use R, I end up almost always doing the data manipulations in sqldf (creates a sqlite db on the fly).

But I do love doing vectorized operations in pandas/numpy. Writing a quick function then calling it against an entire numpy array is kind of fun.




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