October 2019
Beginner to intermediate
674 pages
16h 43m
English
Content preview from Mastering pandas - Second Edition
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Data Case Studies Using pandas
So far, we have covered the extensive functionalities of pandas. We'll try to implement these functionalities in some case studies. These case studies will give us an overview of the use of each functionality and help us determine the pivotal points in handling a DataFrame. Moreover, the step-by-step approach of the case studies helps us to deepen our understanding of the pandas functions. This chapter is equipped with practical examples along with code snippets to ensure that, by the end, you understand the pandas approach to solving the DataFrame problems.
We will cover the following case studies:
- End-to-end exploratory data analysis
- Web scraping with Python
- Data validation
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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.