Visualizing Pandas' Pivoting and Reshaping Functions
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I love using python’s
Pandas
package for data analysis. The
10 Minutes to pandas
is a great place to start learning how to use it for data analysis.
Things get a lot more interesting once you’re comfortable with the fundamentals and start with
Reshaping and Pivot Tables
. That guide shows some of the more interesting functions of reshaping data. Below are some visualizations to go along with the Pandas reshaping guide.
Pivot
(Thanks to
/u/Xylon-
for the correction)
Melt
Stack
Unstack
Example #1 – without a parameter
Example #2
Example #3
Written on April 30, 2018