.. _sphx_glr_auto_examples_pandas:

.. _pandas:

5. pandas
---------

Tutorials concerning pandas `library <https://pandas.pydata.org>`_


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    <div class="sphx-glr-thumbnails">


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    <div class="sphx-glr-thumbcontainer" tooltip="5.1 introduction">

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  .. image:: /auto_examples/pandas/images/thumb/sphx_glr_dataframe_vs_series_thumb.png
    :alt: 5.1 introduction

  :ref:`sphx_glr_auto_examples_pandas_dataframe_vs_series.py`

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      <div class="sphx-glr-thumbnail-title">5.1 introduction</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This lesson shows how to select rows or columns from pandas dataframe.">

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  .. image:: /auto_examples/pandas/images/thumb/sphx_glr_indexing_vs_slicing_thumb.png
    :alt: 5.2 indexing and slicing

  :ref:`sphx_glr_auto_examples_pandas_indexing_vs_slicing.py`

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      <div class="sphx-glr-thumbnail-title">5.2 indexing and slicing</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="In this file you will learn about following concepts of pandas">

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  .. image:: /auto_examples/pandas/images/thumb/sphx_glr_working_with_timeseries_thumb.png
    :alt: 5.3 working with time series

  :ref:`sphx_glr_auto_examples_pandas_working_with_timeseries.py`

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      <div class="sphx-glr-thumbnail-title">5.3 working with time series</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="5.4 reading/writing">

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  .. image:: /auto_examples/pandas/images/thumb/sphx_glr_io_thumb.png
    :alt: 5.4 reading/writing

  :ref:`sphx_glr_auto_examples_pandas_io.py`

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      <div class="sphx-glr-thumbnail-title">5.4 reading/writing</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="5.5 apply">

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  .. image:: /auto_examples/pandas/images/thumb/sphx_glr_apply_thumb.png
    :alt: 5.5 apply

  :ref:`sphx_glr_auto_examples_pandas_apply.py`

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      <div class="sphx-glr-thumbnail-title">5.5 apply</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="5.6 groupby">

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  .. image:: /auto_examples/pandas/images/thumb/sphx_glr_groupby_thumb.png
    :alt: 5.6 groupby

  :ref:`sphx_glr_auto_examples_pandas_groupby.py`

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      <div class="sphx-glr-thumbnail-title">5.6 groupby</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="5.7 multi-indexing">

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  .. image:: /auto_examples/pandas/images/thumb/sphx_glr_multi-indexing_thumb.png
    :alt: 5.7 multi-indexing

  :ref:`sphx_glr_auto_examples_pandas_multi-indexing.py`

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      <div class="sphx-glr-thumbnail-title">5.7 multi-indexing</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="5.8 efficient pandas">

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  .. image:: /auto_examples/pandas/images/thumb/sphx_glr_speeding_up_thumb.png
    :alt: 5.8 efficient pandas

  :ref:`sphx_glr_auto_examples_pandas_speeding_up.py`

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      <div class="sphx-glr-thumbnail-title">5.8 efficient pandas</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="5.9 pivot vs melt">

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  .. image:: /auto_examples/pandas/images/thumb/sphx_glr_pivot_vs_melt_thumb.png
    :alt: 5.9 pivot vs melt

  :ref:`sphx_glr_auto_examples_pandas_pivot_vs_melt.py`

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      <div class="sphx-glr-thumbnail-title">5.9 pivot vs melt</div>
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    </div>


.. toctree::
   :hidden:

   /auto_examples/pandas/dataframe_vs_series
   /auto_examples/pandas/indexing_vs_slicing
   /auto_examples/pandas/working_with_timeseries
   /auto_examples/pandas/io
   /auto_examples/pandas/apply
   /auto_examples/pandas/groupby
   /auto_examples/pandas/multi-indexing
   /auto_examples/pandas/speeding_up
   /auto_examples/pandas/pivot_vs_melt