Axes
Conversion# Indexing, iteration#For more information on .at, .iat, .loc, and .iloc, see the indexing documentation.
pandas provides dtype-specific methods under various accessors. These are separate namespaces within Series that only apply to specific data types.
Series.dt can be used to access the values of the series as datetimelike and return several properties. These can be accessed like Series.dt.<property>.
Series.str can be used to access the values of the series as strings and apply several methods to it. These can be accessed like Series.str.<function/property>.
Categorical-dtype specific methods and attributes are available under the Series.cat accessor.
Sparse-dtype specific methods and attributes are provided under the Series.sparse accessor.
Arrow list-dtype specific methods and attributes are provided under the Series.list accessor.
Arrow struct-dtype specific methods and attributes are provided under the Series.struct accessor.
Flags refer to attributes of the pandas object. Properties of the dataset (like the date is was recorded, the URL it was accessed from, etc.) should be stored in Series.attrs.
Series.attrs is a dictionary for storing global metadata for this Series.
Warning
Series.attrs is considered experimental and may change without warning.
Series.plot is both a callable method and a namespace attribute for specific plotting methods of the form Series.plot.<kind>.
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