April 2021
Beginner to intermediate
788 pages
17h 16m
English
Content preview from Hands-On Data Analysis with Pandas - Second Edition
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Chapter 3: Data Wrangling with Pandas
In the previous chapter, we learned about the main pandas data structures, how to create DataFrame objects with our collected data, and various ways to inspect, summarize, filter, select, and work with DataFrame objects. Now that we are well versed in the initial data collection and inspection stage, we can begin our foray into the world of data wrangling.
As mentioned in Chapter 1, Introduction to Data Analysis, preparing data for analysis is often the largest portion of the job time-wise for those working with data, and often the least enjoyable. On the bright side, pandas is well equipped to help with these tasks, and, by mastering the skills presented in this book, we will be able to get to the more ...
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