October 2017
Intermediate to advanced
532 pages
16h 10m
English
Content preview from Pandas Cookbook
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How it works...
Importing seaborn in step 2 changes many of the default properties of matplotlib. There are about 300 default plotting parameters that can be accessed within the dictionary-like object plt.rcParams. To restore the matplotlib defaults, call the plt.rcdefaults function with no arguments. The style of pandas plots will also be affected when importing seaborn. Our employee dataset meets the requirements for tidy data and thus makes it perfect to use for nearly all seaborn's plotting functions.
Seaborn will do all the aggregation; you just need to supply your DataFrame to the data parameter and refer to the columns with their string names. For instance, in step 3, the countplot function effortlessly counts each occurrence of a ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.