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Every Complex DataFrame Manipulation, Explained and Visualized Intuitively

Melts, pivots, joins, explodes, & more

Andre Ye
Towards Data Science
7 min readJul 22, 2020

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Pandas offers a wide range of DataFrame manipulations, but many of them are complex and may not seem approachable. This article will present 8 essential DataFrame manipulation methods which cover almost all of the manipulation functions a data scientist would need to know…

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