String Length Out Of Bounds

.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "checks_gallery/tabular/data_integrity/plot_string_length_out_of_bounds.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note Click :ref:`here ` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_checks_gallery_tabular_data_integrity_plot_string_length_out_of_bounds.py: .. _plot_tabular_string_length_out_of_bounds: String Length Out Of Bounds *************************** .. GENERATED FROM PYTHON SOURCE LINES 10-15 .. code-block:: default import pandas as pd from deepchecks.tabular.checks import StringLengthOutOfBounds .. GENERATED FROM PYTHON SOURCE LINES 16-29 .. code-block:: default col1 = ["aaaaa33", "aaaaaaa33"]*40 col1.append("a") col1.append("aaaaaadsfasdfasdf") col2 = ["b", "abc"]*41 col3 = ["a"]*80 col3.append("a"*100) col3.append("a"*200) # col1 and col3 contrains outliers, col2 does not df = pd.DataFrame({"col1":col1, "col2": col2, "col3": col3 }) .. GENERATED FROM PYTHON SOURCE LINES 30-33 .. code-block:: default StringLengthOutOfBounds(min_unique_value_ratio=0.01).run(df) .. raw:: html

.. GENERATED FROM PYTHON SOURCE LINES 34-40 .. code-block:: default col = ["a","a","a","a","a","a","a","a","a","a","a","a","a","ab","ab","ab","ab","ab","ab", "ab"]*1000 col.append("basdbadsbaaaaaaaaaa") col.append("basdbadsbaaaaaaaaaaa") df = pd.DataFrame({"col1":col}) StringLengthOutOfBounds(num_percentiles=1000, min_unique_values=3).run(df) .. raw:: html

String Length Out Of Bounds

.. rst-class:: sphx-glr-timing **Total running time of the script:** ( 0 minutes 0.064 seconds) .. _sphx_glr_download_checks_gallery_tabular_data_integrity_plot_string_length_out_of_bounds.py: .. only:: html .. container:: sphx-glr-footer sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: plot_string_length_out_of_bounds.py ` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: plot_string_length_out_of_bounds.ipynb ` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_