Table Of Contents

• What’s New
• Installation
• Contributing to pandas
• Frequently Asked Questions (FAQ)
• Package overview
• 10 Minutes to pandas
• Tutorials
• Cookbook
• Intro to Data Structures
• Essential Basic Functionality
• Working with Text Data
• Options and Settings
• Indexing and Selecting Data
• MultiIndex / Advanced Indexing
• Computational tools
• Working with missing data
• Group By: split-apply-combine
• Merge, join, and concatenate
• Reshaping and Pivot Tables
• Time Series / Date functionality
• Time Deltas
• Categorical Data
• Visualization
• Style
• IO Tools (Text, CSV, HDF5, ...)
• Remote Data Access
• Enhancing Performance
• Sparse data structures
• Caveats and Gotchas
• rpy2 / R interface
• pandas Ecosystem
• Comparison with R / R libraries
• Comparison with SQL
• Comparison with SAS
• API Reference
  • Input/Output
  • General functions
  • Series
  • DataFrame
    • Constructor
      • pandas.DataFrame
    • Attributes and underlying data
    • Conversion
    • Indexing, iteration
      • pandas.DataFrame.head
      • pandas.DataFrame.at
      • pandas.DataFrame.iat
      • pandas.DataFrame.ix
      • pandas.DataFrame.loc
      • pandas.DataFrame.iloc
      • pandas.DataFrame.insert
      • pandas.DataFrame.__iter__
      • pandas.DataFrame.iteritems
      • pandas.DataFrame.iterrows
      • pandas.DataFrame.itertuples
      • pandas.DataFrame.lookup
      • pandas.DataFrame.pop
      • pandas.DataFrame.tail
      • pandas.DataFrame.xs
      • pandas.DataFrame.isin
      • pandas.DataFrame.where
      • pandas.DataFrame.mask
      • pandas.DataFrame.query
    • Binary operator functions
    • Function application, GroupBy
    • Computations / Descriptive Stats
    • Reindexing / Selection / Label manipulation
      • pandas.DataFrame.add_prefix
      • pandas.DataFrame.add_suffix
      • pandas.DataFrame.align
      • pandas.DataFrame.drop
      • pandas.DataFrame.drop_duplicates
      • pandas.DataFrame.duplicated
      • pandas.DataFrame.equals
      • pandas.DataFrame.filter
      • pandas.DataFrame.first
      • pandas.DataFrame.head
      • pandas.DataFrame.idxmax
      • pandas.DataFrame.idxmin
      • pandas.DataFrame.last
      • pandas.DataFrame.reindex
      • pandas.DataFrame.reindex_axis
      • pandas.DataFrame.reindex_like
      • pandas.DataFrame.rename
      • pandas.DataFrame.reset_index
      • pandas.DataFrame.sample
      • pandas.DataFrame.select
      • pandas.DataFrame.set_index
      • pandas.DataFrame.tail
      • pandas.DataFrame.take
      • pandas.DataFrame.truncate
    • Missing data handling
    • Reshaping, sorting, transposing
    • Combining / joining / merging
    • Time series-related
    • Plotting
    • Serialization / IO / Conversion
  • Panel
  • Panel4D
  • Index
  • CategoricalIndex
  • DatetimeIndex
  • TimedeltaIndex
  • GroupBy
  • Style
  • General utility functions
• Internals
• Release Notes