.. currentmodule:: databricks.koalas
.. autosummary:: :toctree: api/ Series
.. autosummary:: :toctree: api/ Series.index
.. autosummary:: :toctree: api/ Series.dtype Series.dtypes Series.name Series.schema Series.shape Series.size Series.empty
.. autosummary:: :toctree: api/ Series.astype
.. autosummary:: :toctree: api/ Series.at Series.loc Series.iloc
.. autosummary:: :toctree: api/ Series.add Series.div Series.mul Series.radd Series.rdiv Series.rmul Series.rsub Series.rtruediv Series.sub Series.truediv Series.pow Series.rpow Series.mod Series.rmod Series.floordiv Series.rfloordiv Series.lt Series.gt Series.le Series.ge Series.ne Series.eq
.. autosummary:: :toctree: api/ Series.apply Series.map Series.groupby Series.pipe
.. autosummary:: :toctree: api/ Series.abs Series.all Series.any Series.clip Series.corr Series.count Series.describe Series.kurt Series.max Series.mean Series.min Series.nlargest Series.nsmallest Series.nunique Series.skew Series.std Series.sum Series.var Series.kurtosis Series.unique Series.value_counts
.. autosummary:: :toctree: api/ Series.add_prefix Series.add_suffix Series.head Series.isin Series.rename Series.reset_index Series.sample
.. autosummary:: :toctree: api/ Series.isna Series.isnull Series.notna Series.notnull Series.dropna Series.fillna
.. autosummary:: :toctree: api/ Series.sort_index Series.sort_values
.. autosummary:: :toctree: api/ Series.append
Koalas provides dtype-specific methods under various accessors. These are separate namespaces within :class:`Series` that only apply to specific data types.
Data Type | Accessor |
---|---|
Datetime | :ref:`dt <api.series.dt>` |
String | :ref:`str <api.series.str>` |
Plot | :ref:`plot <api.series.plot>` |
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>
.
.. currentmodule:: databricks.koalas.series
.. autosummary:: :toctree: api/ Series.dt.date Series.dt.year Series.dt.month Series.dt.day Series.dt.hour Series.dt.minute Series.dt.second Series.dt.millisecond Series.dt.microsecond Series.dt.week Series.dt.weekofyear Series.dt.dayofweek Series.dt.weekday Series.dt.dayofyear Series.dt.quarter Series.dt.is_month_start Series.dt.is_month_end Series.dt.is_quarter_start Series.dt.is_quarter_end Series.dt.is_year_start Series.dt.is_year_end Series.dt.is_leap_year Series.dt.daysinmonth Series.dt.days_in_month
.. currentmodule:: databricks.koalas.series
.. autosummary:: :toctree: api/ Series.dt.normalize Series.dt.strftime Series.dt.round Series.dt.floor Series.dt.ceil Series.dt.month_name Series.dt.day_name
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>
.
.. currentmodule:: databricks.koalas.series
.. autosummary:: :toctree: api/ Series.str.capitalize Series.str.cat Series.str.center Series.str.contains Series.str.count Series.str.decode Series.str.encode Series.str.endswith Series.str.extract Series.str.extractall Series.str.find Series.str.findall Series.str.get Series.str.get_dummies Series.str.index Series.str.isalnum Series.str.isalpha Series.str.isdigit Series.str.isspace Series.str.islower Series.str.isupper Series.str.istitle Series.str.isnumeric Series.str.isdecimal Series.str.join Series.str.len Series.str.ljust Series.str.lower Series.str.lstrip Series.str.match Series.str.normalize Series.str.pad Series.str.partition Series.str.repeat Series.str.replace Series.str.rfind Series.str.rindex Series.str.rjust Series.str.rpartition Series.str.rsplit Series.str.rstrip Series.str.slice Series.str.slice_replace Series.str.split Series.str.startswith Series.str.strip Series.str.swapcase Series.str.title Series.str.translate Series.str.upper Series.str.wrap Series.str.zfill
Series.plot
is both a callable method and a namespace attribute for
specific plotting methods of the form Series.plot.<kind>
.
.. currentmodule:: databricks.koalas.series
.. autosummary:: :toctree: api/ Series.plot.bar Series.plot.box Series.plot.hist
.. currentmodule:: databricks.koalas
.. autosummary:: :toctree: api/ Series.hist
.. autosummary:: :toctree: api/ Series.to_pandas Series.to_numpy Series.to_list Series.to_string Series.to_dict Series.to_clipboard Series.to_latex Series.to_json Series.to_csv Series.to_excel Series.to_frame