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 / comparing / joining / merging
- Time Series-related
- Accessors
- Plotting
- Serialization / IO / conversion
-
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 / comparing / joining / merging
- Time Series-related
- Flags
- Metadata
- Plotting
- Sparse accessor
- Serialization / IO / conversion
- pandas arrays, scalars, and data types
- Index objects
-
Date offsets
- DateOffset
- BusinessDay
- BusinessHour
- CustomBusinessDay
- CustomBusinessHour
- MonthEnd
- MonthBegin
- BusinessMonthEnd
- BusinessMonthBegin
- CustomBusinessMonthEnd
- CustomBusinessMonthBegin
- SemiMonthEnd
- SemiMonthBegin
- Week
- WeekOfMonth
- LastWeekOfMonth
- BQuarterEnd
- BQuarterBegin
- QuarterEnd
- QuarterBegin
- BYearEnd
- BYearBegin
- YearEnd
- YearBegin
- FY5253
- FY5253Quarter
- Easter
- Tick
- Day
- Hour
- Minute
- Second
- Milli
- Micro
- Nano
- Frequencies
- Window
- GroupBy
- Resampling
- Style
-
Plotting
- pandas.plotting.andrews_curves
- pandas.plotting.autocorrelation_plot
- pandas.plotting.bootstrap_plot
- pandas.plotting.boxplot
- pandas.plotting.deregister_matplotlib_converters
- pandas.plotting.lag_plot
- pandas.plotting.parallel_coordinates
- pandas.plotting.plot_params
- pandas.plotting.radviz
- pandas.plotting.register_matplotlib_converters
- pandas.plotting.scatter_matrix
- pandas.plotting.table
- Options and settings
-
Extensions
- pandas.api.extensions.register_extension_dtype
- pandas.api.extensions.register_dataframe_accessor
- pandas.api.extensions.register_series_accessor
- pandas.api.extensions.register_index_accessor
- pandas.api.extensions.ExtensionDtype
- pandas.api.extensions.ExtensionArray
- pandas.arrays.PandasArray
- pandas.api.indexers.check_array_indexer
- Testing
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Licensed under the 3-clause BSD License.
https://pandas.pydata.org/pandas-docs/version/1.5.0/reference/index.html
