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
  • Panel
  • Panel4D
  • Index
  • CategoricalIndex
  • DatetimeIndex
  • TimedeltaIndex
  • GroupBy
    • Indexing, iteration
    • Function application
    • Computations / Descriptive Stats
      • pandas.core.groupby.GroupBy.count
      • pandas.core.groupby.GroupBy.cumcount
      • pandas.core.groupby.GroupBy.first
      • pandas.core.groupby.GroupBy.head
      • pandas.core.groupby.GroupBy.last
      • pandas.core.groupby.GroupBy.max
      • pandas.core.groupby.GroupBy.mean
      • pandas.core.groupby.GroupBy.median
      • pandas.core.groupby.GroupBy.min
      • pandas.core.groupby.GroupBy.nth
      • pandas.core.groupby.GroupBy.ohlc
      • pandas.core.groupby.GroupBy.prod
      • pandas.core.groupby.GroupBy.size
      • pandas.core.groupby.GroupBy.sem
      • pandas.core.groupby.GroupBy.std
      • pandas.core.groupby.GroupBy.sum
      • pandas.core.groupby.GroupBy.var
      • pandas.core.groupby.GroupBy.tail
      • pandas.core.groupby.DataFrameGroupBy.bfill
      • pandas.core.groupby.DataFrameGroupBy.cummax
      • pandas.core.groupby.DataFrameGroupBy.cummin
      • pandas.core.groupby.DataFrameGroupBy.cumprod
      • pandas.core.groupby.DataFrameGroupBy.cumsum
      • pandas.core.groupby.DataFrameGroupBy.describe
      • pandas.core.groupby.DataFrameGroupBy.all
      • pandas.core.groupby.DataFrameGroupBy.any
      • pandas.core.groupby.DataFrameGroupBy.corr
      • pandas.core.groupby.DataFrameGroupBy.cov
      • pandas.core.groupby.DataFrameGroupBy.diff
      • pandas.core.groupby.DataFrameGroupBy.ffill
      • pandas.core.groupby.DataFrameGroupBy.fillna
      • pandas.core.groupby.DataFrameGroupBy.hist
      • pandas.core.groupby.DataFrameGroupBy.idxmax
      • pandas.core.groupby.DataFrameGroupBy.idxmin
      • pandas.core.groupby.DataFrameGroupBy.mad
      • pandas.core.groupby.DataFrameGroupBy.pct_change
      • pandas.core.groupby.DataFrameGroupBy.plot
      • pandas.core.groupby.DataFrameGroupBy.quantile
      • pandas.core.groupby.DataFrameGroupBy.rank
      • pandas.core.groupby.DataFrameGroupBy.resample
      • pandas.core.groupby.DataFrameGroupBy.shift
      • pandas.core.groupby.DataFrameGroupBy.skew
      • pandas.core.groupby.DataFrameGroupBy.take
      • pandas.core.groupby.DataFrameGroupBy.tshift
      • pandas.core.groupby.SeriesGroupBy.nlargest
      • pandas.core.groupby.SeriesGroupBy.nsmallest
      • pandas.core.groupby.SeriesGroupBy.nunique
      • pandas.core.groupby.SeriesGroupBy.unique
      • pandas.core.groupby.SeriesGroupBy.value_counts
      • pandas.core.groupby.DataFrameGroupBy.corrwith
      • pandas.core.groupby.DataFrameGroupBy.boxplot
  • Style
  • General utility functions
• Internals
• Release Notes