:orphan:

Data Integrity
==============


.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebooks provides an overview for using and understanding the text property outliers chec...">

.. only:: html

  .. image:: /nlp/auto_checks/data_integrity/images/thumb/sphx_glr_plot_text_property_outliers_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_data_integrity_plot_text_property_outliers.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Text Property Outliers</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the &quot;Property Label Correlation&quot;...">

.. only:: html

  .. image:: /nlp/auto_checks/data_integrity/images/thumb/sphx_glr_plot_property_label_correlation_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_data_integrity_plot_property_label_correlation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Property Label Correlation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the special characters check.">

.. only:: html

  .. image:: /nlp/auto_checks/data_integrity/images/thumb/sphx_glr_plot_special_characters_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_data_integrity_plot_special_characters.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Special Characters</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the under annotated property seg...">

.. only:: html

  .. image:: /nlp/auto_checks/data_integrity/images/thumb/sphx_glr_plot_under_annotated_property_segments_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_data_integrity_plot_under_annotated_property_segments.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Under Annotated Property Segments</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the under annotated metadata seg...">

.. only:: html

  .. image:: /nlp/auto_checks/data_integrity/images/thumb/sphx_glr_plot_under_annotated_metadata_segments_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_data_integrity_plot_under_annotated_metadata_segments.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Under Annotated Metadata Segments</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the frequent substrings check:">

.. only:: html

  .. image:: /nlp/auto_checks/data_integrity/images/thumb/sphx_glr_plot_frequent_substrings_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_data_integrity_plot_frequent_substrings.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Frequent Substrings</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the Unknown Tokens check.">

.. only:: html

  .. image:: /nlp/auto_checks/data_integrity/images/thumb/sphx_glr_plot_unknown_tokens_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_data_integrity_plot_unknown_tokens.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Unknown Tokens</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the text data duplicates check:">

.. only:: html

  .. image:: /nlp/auto_checks/data_integrity/images/thumb/sphx_glr_plot_text_duplicates_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_data_integrity_plot_text_duplicates.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Text Data Duplicates</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This notebook provides an overview for using and understanding the Conflicting Labels check:">

.. only:: html

  .. image:: /nlp/auto_checks/data_integrity/images/thumb/sphx_glr_plot_conflicting_labels_thumb.png
    :alt:

  :ref:`sphx_glr_nlp_auto_checks_data_integrity_plot_conflicting_labels.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Conflicting Labels</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /nlp/auto_checks/data_integrity/plot_text_property_outliers
   /nlp/auto_checks/data_integrity/plot_property_label_correlation
   /nlp/auto_checks/data_integrity/plot_special_characters
   /nlp/auto_checks/data_integrity/plot_under_annotated_property_segments
   /nlp/auto_checks/data_integrity/plot_under_annotated_metadata_segments
   /nlp/auto_checks/data_integrity/plot_frequent_substrings
   /nlp/auto_checks/data_integrity/plot_unknown_tokens
   /nlp/auto_checks/data_integrity/plot_text_duplicates
   /nlp/auto_checks/data_integrity/plot_conflicting_labels


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download all examples in Python source code: data_integrity_python.zip </nlp/auto_checks/data_integrity/data_integrity_python.zip>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download all examples in Jupyter notebooks: data_integrity_jupyter.zip </nlp/auto_checks/data_integrity/data_integrity_jupyter.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_