.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "glr_examples/base/plot_profiling_report.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_glr_examples_base_plot_profiling_report.py>`
        to download the full example code or to run this example in your browser via Binder

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_glr_examples_base_plot_profiling_report.py:


============================
Plot Report Profiling 
============================

visualizes the data report.

.. GENERATED FROM PYTHON SOURCE LINES 8-11

.. code-block:: default

    # Author: L.Kouadio 
    # Licence: BSD-3-clause








.. GENERATED FROM PYTHON SOURCE LINES 12-14

Plot reports and deals with the pandas-profiling module directly implemented   
as a method of the assessor class :class:`~watex.base.Data`.  

.. GENERATED FROM PYTHON SOURCE LINES 14-22

.. code-block:: default


    from watex.datasets import load_bagoue 
    from watex.base import Data 
    profile= Data().fit(load_bagoue().frame ).profilingReport (title =" Profiling report")
    # Export the report into html 
    profile.to_file ('Bagoue_report.html') 
    # to export to Json 
    # profile.to_file ('Bagoue_report.json') 




.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    Summarize dataset:   0%|          | 0/5 [00:00<?, ?it/s]
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    Summarize dataset:  95%|#########5| 96/101 [00:18<00:01,  4.35it/s, Get dataframe statistics]
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    Summarize dataset:  94%|#########4| 98/104 [00:18<00:01,  4.53it/s, Missing diagram matrix]
    Summarize dataset:  95%|#########5| 99/104 [00:18<00:01,  4.68it/s, Missing diagram matrix]
    Summarize dataset:  95%|#########5| 99/104 [00:18<00:01,  4.68it/s, Missing diagram heatmap]
    Summarize dataset:  96%|#########6| 100/104 [00:18<00:00,  4.77it/s, Missing diagram heatmap]
    Summarize dataset:  96%|#########6| 100/104 [00:18<00:00,  4.77it/s, Take sample]            
    Summarize dataset:  97%|#########7| 101/104 [00:18<00:00,  4.77it/s, Detecting duplicates]
    Summarize dataset:  98%|#########8| 102/104 [00:18<00:00,  4.77it/s, Get alerts]          
    Summarize dataset:  99%|#########9| 103/104 [00:18<00:00,  4.77it/s, Get reproduction details]
    Summarize dataset: 100%|##########| 104/104 [00:18<00:00,  4.77it/s, Completed]               
    Summarize dataset: 100%|##########| 104/104 [00:18<00:00,  5.48it/s, Completed]

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    Generate report structure: 100%|##########| 1/1 [00:06<00:00,  6.34s/it]

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    Render HTML: 100%|##########| 1/1 [00:02<00:00,  2.54s/it]

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    Export report to file: 100%|##########| 1/1 [00:00<00:00, 86.46it/s]




.. GENERATED FROM PYTHON SOURCE LINES 23-24

Export the report into a wigte  

.. GENERATED FROM PYTHON SOURCE LINES 24-26

.. code-block:: default

    profile.to_widgets() 





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    Render widgets:   0%|          | 0/1 [00:00<?, ?it/s]                num      east     north  ...     shape      type      geol
    num        1.000000 -0.225673 -0.077801  ...  0.160665  0.314758  0.182004
    east      -0.225673  1.000000  0.305494  ...  0.072089  0.189977  0.061084
    north     -0.077801  0.305494  1.000000  ...  0.117128  0.191950  0.036119
    power      0.358291 -0.103560 -0.030132  ...  0.193741  0.169604  0.143272
    magnitude  0.158003 -0.055482 -0.046380  ...  0.174386  0.107554  0.128730
    sfi        0.040225  0.007723 -0.005669  ...  0.113160  0.117328  0.054677
    ohmS      -0.030393  0.036993  0.085465  ...  0.112660  0.092828  0.132119
    lwi       -0.005876  0.089600  0.074445  ...  0.066196  0.090269  0.131393
    flow       0.253731 -0.069522 -0.006757  ...  0.159275  0.048560  0.221981
    shape      0.160665  0.072089  0.117128  ...  1.000000  0.297881  0.057849
    type       0.314758  0.189977  0.191950  ...  0.297881  1.000000  0.078374
    geol       0.182004  0.061084  0.036119  ...  0.057849  0.078374  1.000000

    [12 rows x 12 columns]
        num name      east  ...        lwi                    geol  flow
    0   1.0   b1  790496.0  ...  32.023585  VOLCANO-SEDIM. SCHISTS   2.0
    1   2.0   b2  791227.0  ...  21.406531                GRANITES   0.0
    2   3.0   b3  774610.0  ...   0.000000                GRANITES   1.0
    3   4.0   b4  776778.0  ...  28.709623                GRANITES   1.0
    4   5.0   b5  762550.0  ...   2.300000        GEOSYN. GRANITES   1.0
    5   6.0   b6  749293.0  ...  25.245882        GEOSYN. GRANITES   2.0
    6   7.0   b7  752811.0  ...  36.150691                GRANITES   1.0
    7   8.0   b8  768671.0  ...   3.530000                GRANITES   0.0
    8   9.0   b9  771477.0  ...  42.779070                GRANITES   0.0
    9  10.0  b10  776919.0  ...  17.253762                GRANITES   1.0

    [10 rows x 13 columns]
           num  name      east  ...    lwi                    geol  flow
    421  422.0  b422  768183.0  ...  33.72        GEOSYN. GRANITES   1.0
    422  423.0  b423  780323.0  ...  39.30  VOLCANO-SEDIM. SCHISTS   1.0
    423  424.0  b424  758411.0  ...  37.80                GRANITES   2.0
    424  425.0  b425  792197.0  ...  48.20                GRANITES   1.0
    425  426.0  b426  780534.0  ...  22.70        GEOSYN. GRANITES   8.0
    426  427.0  b427  796244.0  ...  18.60        GEOSYN. GRANITES  10.0
    427  428.0  b428  760533.0  ...  40.10                GRANITES   2.0
    428  429.0  b429  769167.0  ...  28.50                GRANITES   5.0
    429  430.0  b430  755256.0  ...   1.50                GRANITES   4.0
    430  431.0  b431  780534.0  ...  33.85        GEOSYN. GRANITES   2.0

    [10 rows x 13 columns]

    Render widgets: 100%|##########| 1/1 [00:03<00:00,  3.47s/it]
                                                             
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.. GENERATED FROM PYTHON SOURCE LINES 27-28

Export to the notebook iframe 

.. GENERATED FROM PYTHON SOURCE LINES 28-30

.. code-block:: default

    profile.to_notebook_iframe() 





.. rst-class:: sphx-glr-script-out

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    <IPython.core.display.HTML object>




.. GENERATED FROM PYTHON SOURCE LINES 31-32

.. seealso:: pip installation of `profiling report <https://pypi.org/project/pandas-profiling/>`_. 


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  32.172 seconds)


.. _sphx_glr_download_glr_examples_base_plot_profiling_report.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example


    .. container:: binder-badge

      .. image:: images/binder_badge_logo.svg
        :target: https://mybinder.org/v2/gh/watex/watex/master?urlpath=lab/tree/notebooks/glr_examples/base/plot_profiling_report.ipynb
        :alt: Launch binder
        :width: 150 px



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

      :download:`Download Python source code: plot_profiling_report.py <plot_profiling_report.py>`

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

      :download:`Download Jupyter notebook: plot_profiling_report.ipynb <plot_profiling_report.ipynb>`


.. only:: html

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

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