Bitesize pandas
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Bitesize pandas

A brief introduction to python data

About the Book

About the Author

Table of Contents

    • 0.1 Introduction
    • 0.2 A little about pandas
    • 0.3 A little about the book
  • 1. Installation and setup
    • 1.1 Installing with Anaconda
    • 1.2 Checking the install
    • 1.3 Updating a package
    • 1.4 Conda environments
    • 1.5 Alternative ways to install pandas
    • 1.6 ipython
    • 1.7 Getting help and contributing
    • 1.8 Summary
  • 2. The basic data-types
    • 2.1 Data structures
    • 2.2 Displaying datastructures
    • 2.3 Selecting and slicing data
    • 2.4 Calling bool on pandas object
    • 2.5 Missing Data, NaN
    • 2.6 Boolean Masking
    • 2.7 Summary
  • 3. Reading in and writing out data
    • 3.1 Conventions
    • 3.2 Python dictionaries
    • 3.3 Reading and writing CSV files
    • 3.4 Parsing date columns
    • 3.5 Reading to and from the clipboard
    • 3.6 Saving and loading between sessions
    • 3.7 JSON
    • 3.8 HTML tables
    • 3.9 XML
    • 3.10 Excel
    • 3.11 SQL
    • 3.12 Web sources
    • 3.13 Summary
  • 4. Wrangling and reshaping
    • 4.1 coming soon

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