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Added paragraph on creating DataFrame from list of namedtuples #35507

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26 changes: 26 additions & 0 deletions doc/source/user_guide/dsintro.rst
Original file line number Diff line number Diff line change
Expand Up @@ -397,6 +397,32 @@ The result will be a DataFrame with the same index as the input Series, and
with one column whose name is the original name of the Series (only if no other
column name provided).


.. _basics.dataframe.from_list_namedtuples:

From a list of namedtuples
~~~~~~~~~~~~~~~~~~~~~~~~~~

The field names of the first ``namedtuple`` in the list determine the columns
of the ``DataFrame``. The remaining namedtuples (or tuples) are simply unpacked
and their values are fed into the rows of the ``DataFrame``. If any of those
tuples is shorter than the first ``namedtuple`` then the later columns in the
corresponding row are marked as missing values. If any are longer than the
first ``namedtuple``, a ``ValueError`` is raised.

.. ipython:: python

from collections import namedtuple
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CI Checks report a problem with the indent here


Point = namedtuple('Point', 'x y')
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also indent problem


pd.DataFrame([Point(0, 0), Point(0, 3), (2, 3)])

Point3D = namedtuple('Point3D', 'x y z')
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also indent problem


pd.DataFrame([Point3D(0, 0, 0), Point3D(0, 3, 5), Point(2, 3)])
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also indent problem



.. _basics.dataframe.from_list_dataclasses:

From a list of dataclasses
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