October 2017
Intermediate to advanced
532 pages
16h 10m
English
Content preview from Pandas Cookbook
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How it works...
Step 1 creates a small sample DataFrame that will help us illustrate the differences between two and one-variable plotting with pandas. By default, pandas will use each numeric column of the DataFrame to make a new set of bars, lines, KDEs, boxplots, or histograms and use the index as the x values when it is a two-variable plot. One of the exceptions is the scatter plot, which must be explicitly given a single column for the x and y values.
The pandas plot method is very versatile and has a large number of parameters that allow you to customize the result to your liking. For instance, you can set the Figure size, turn the gridlines on and off, set the range of the x and y axis, color the plot, rotate the tick marks, and much ...
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