API Reference¶
This page gives an overview of all public pandas objects, functions and
methods. All classes and functions exposed in pandas.* namespace are public.
Some subpackages are public which include pandas.errors,
pandas.plotting, and pandas.testing. Public functions in
pandas.io and pandas.tseries submodules are mentioned in
the documentation. pandas.api.types subpackage holds some
public functions related to data types in pandas.
Warning
The pandas.core, pandas.compat, and pandas.util top-level modules are PRIVATE. Stable functionality in such modules is not guaranteed.
- Input/Output
- General functions
- Series
- Constructor
- Attributes
- Conversion
- Indexing, iteration
- Binary operator functions
- Function application, GroupBy & Window
- Computations / Descriptive Stats
- Reindexing / Selection / Label manipulation
- Missing data handling
- Reshaping, sorting
- Combining / joining / merging
- Time series-related
- Accessors
- Plotting
- Serialization / IO / Conversion
- Sparse
- DataFrame
- Constructor
- Attributes and underlying data
- Conversion
- Indexing, iteration
- Binary operator functions
- Function application, GroupBy & Window
- Computations / Descriptive Stats
- Reindexing / Selection / Label manipulation
- Missing data handling
- Reshaping, sorting, transposing
- Combining / joining / merging
- Time series-related
- Plotting
- Serialization / IO / Conversion
- Sparse
- Pandas Arrays
- Panel
- Constructor
- Properties and underlying data
- Conversion
- Getting and setting
- Indexing, iteration, slicing
- Binary operator functions
- Function application, GroupBy
- Computations / Descriptive Stats
- Reindexing / Selection / Label manipulation
- Missing data handling
- Reshaping, sorting, transposing
- Combining / joining / merging
- Time series-related
- Serialization / IO / Conversion
- Indexing
- Date Offsets
- DateOffset
- BusinessDay
- BusinessHour
- CustomBusinessDay
- CustomBusinessHour
- MonthOffset
- MonthEnd
- MonthBegin
- BusinessMonthEnd
- BusinessMonthBegin
- CustomBusinessMonthEnd
- CustomBusinessMonthBegin
- SemiMonthOffset
- SemiMonthEnd
- SemiMonthBegin
- Week
- WeekOfMonth
- LastWeekOfMonth
- QuarterOffset
- BQuarterEnd
- BQuarterBegin
- QuarterEnd
- QuarterBegin
- YearOffset
- BYearEnd
- BYearBegin
- YearEnd
- YearBegin
- FY5253
- FY5253Quarter
- Easter
- Tick
- Day
- Hour
- Minute
- Second
- Milli
- Micro
- Nano
- BDay
- BMonthEnd
- BMonthBegin
- CBMonthEnd
- CBMonthBegin
- CDay
- Frequencies
- Window
- GroupBy
- Resampling
- Style
- Plotting
- General utility functions
- Extensions