Getting started

• Installation
  • Python version support
  • Installing pandas
  • Running the test suite
  • Dependencies
• Package overview
  • Data structures
  • Mutability and copying of data
  • Getting support
  • Community
  • Project governance
  • Development team
  • Institutional partners
  • License
• 10 minutes to pandas
  • Object creation
  • Viewing data
  • Selection
  • Missing data
  • Operations
  • Merge
  • Grouping
  • Reshaping
  • Time series
  • Categoricals
  • Plotting
  • Getting data in/out
  • Gotchas
• Essential basic functionality
  • Head and tail
  • Attributes and underlying data
  • Accelerated operations
  • Flexible binary operations
  • Descriptive statistics
  • Function application
  • Reindexing and altering labels
  • Iteration
  • .dt accessor
  • Vectorized string methods
  • Sorting
  • Copying
  • dtypes
  • Selecting columns based on dtype
• Intro to data structures
  • Series
  • DataFrame
• Comparison with other tools
  • Comparison with R / R libraries
  • Comparison with SQL
  • Comparison with SAS
  • Comparison with Stata
• Tutorials
  • Internal guides
  • Community guides

What’s new in 1.0.0 (January 29, 2020) Installation