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Learning the Pandas Library Python Tools for Data Munging Analysis and Visualization 1st edition by Michael Prentiss, Matt Harrison ISBN 1533598240 9781533598240

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ISBN 10: 1533598240
ISBN 13: 9781533598240
Author: Michael Prentiss, Matt Harrison

Python is one of the top 3 tools that Data Scientists use. One of the tools in their arsenal is the Pandas library. This tool is popular because it gives you so much functionality out of the box. In addition, you can use all the power of Python to make the hard stuff easy!

Learning the Pandas Library is designed to bring developers and aspiring data scientists who are anxious to learn Pandas up to speed quickly. It starts with the fundamentals of the data structures. Then, it covers the essential functionality. It includes many examples, graphics, code samples, and plots from real world examples.

Learning the Pandas Library Python Tools for Data Munging Analysis and Visualization 1st Table of contents:

  • Installation
  • Data Structures
  • Series CRUD
  • Series Indexing
  • Series Methods
  • Series Plotting
  • Series Examples
  • DataFrame Methods
  • DataFrame Statistics
  • Grouping, Pivoting, and Reshaping
  • Dealing with Missing Data
  • Joining DataFrames
  • DataFrame Examples

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Tags: Michael Prentiss, Matt Harrison, Pandas Library, Python Tools, Data Munging