.. _api.series:

======
Series
======
.. currentmodule:: opensearch_py_ml

Constructor
~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/Series

Attributes and Underlying Data
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/Series.index
   api/Series.dtype
   api/Series.dtypes
   api/Series.shape
   api/Series.name
   api/Series.empty
   api/Series.ndim
   api/Series.size

Indexing, Iteration
~~~~~~~~~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/Series.head
   api/Series.tail
   api/Series.sample

Binary Operator Functions
~~~~~~~~~~~~~~~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/Series.add
   api/Series.sub
   api/Series.subtract
   api/Series.mul
   api/Series.multiply
   api/Series.div
   api/Series.divide
   api/Series.truediv
   api/Series.floordiv
   api/Series.mod
   api/Series.pow
   api/Series.radd
   api/Series.rsub
   api/Series.rsubtract
   api/Series.rmul
   api/Series.rmultiply
   api/Series.rdiv
   api/Series.rdivide
   api/Series.rtruediv
   api/Series.rfloordiv
   api/Series.rmod
   api/Series.rpow

Computations / Descriptive Stats
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/Series.describe
   api/Series.max
   api/Series.mean
   api/Series.min
   api/Series.sum
   api/Series.median
   api/Series.mad
   api/Series.std
   api/Series.var
   api/Series.nunique
   api/Series.unique
   api/Series.value_counts
   api/Series.mode
   api/Series.quantile

Reindexing / Selection / Label Manipulation
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/Series.rename
   api/Series.isna
   api/Series.notna
   api/Series.isnull
   api/Series.notnull
   api/Series.isin
   api/Series.filter

Plotting
~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/Series.hist

Serialization / IO / Conversion
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/Series.to_string
   api/Series.to_numpy
   api/Series.to_pandas

Opensearch Functions
~~~~~~~~~~~~~~~~~~~~~~~
.. toctree::
   :maxdepth: 2

   api/Series.os_info
   api/Series.os_match
   api/Series.os_dtype