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

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_auto_examples_skore_project_plot_working_with_projects.py>`
        to download the full example code.

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

.. _sphx_glr_auto_examples_skore_project_plot_working_with_projects.py:


.. _example_working_with_projects:

=====================
Working with projects
=====================

This example provides an overview of the functionalities and the different types
of items that we can store in a skore :class:`~skore.Project`.

.. GENERATED FROM PYTHON SOURCE LINES 13-15

Creating and loading the skore project
======================================

.. GENERATED FROM PYTHON SOURCE LINES 17-18

We create and load the skore project from the current directory:

.. GENERATED FROM PYTHON SOURCE LINES 18-22

.. code-block:: Python

    import skore

    my_project = skore.Project("my_project")








.. GENERATED FROM PYTHON SOURCE LINES 32-43

There is a very simple and unique API for all objects:

.. code-block:: python

    my_project.put("my_key", "my_value")

There is no need to remember ``plt.savefig(...)``, ``df.to_csv(...)``,
``np.save(...)``, etc for each type of object.

In the following, we will list all the different types of objects that we can
:func:`~skore.Project.put` inside a skore :class:`~skore.Project`.

.. GENERATED FROM PYTHON SOURCE LINES 46-51

Storing integers
================

Now, let us store our first object using :func:`~skore.Project.put`, for example an
integer:

.. GENERATED FROM PYTHON SOURCE LINES 53-55

.. code-block:: Python

    my_project.put("my_int", 3)








.. GENERATED FROM PYTHON SOURCE LINES 56-59

Here, the name of the object is ``my_int`` and the integer value is 3.

We can read it from the project by using :func:`~skore.Project.get`:

.. GENERATED FROM PYTHON SOURCE LINES 61-63

.. code-block:: Python

    my_project.get("my_int")





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

 .. code-block:: none


    3



.. GENERATED FROM PYTHON SOURCE LINES 64-65

More generally, we follow the principile of "what you put is what you get".

.. GENERATED FROM PYTHON SOURCE LINES 67-69

Like in a traditional Python dictionary, the ``put`` method will *overwrite*
past data if we use a key that already exists:

.. GENERATED FROM PYTHON SOURCE LINES 71-73

.. code-block:: Python

    my_project.put("my_int", 30_000)








.. GENERATED FROM PYTHON SOURCE LINES 74-75

We can check the updated value:

.. GENERATED FROM PYTHON SOURCE LINES 77-79

.. code-block:: Python

    my_project.get("my_int")





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

 .. code-block:: none


    30000



.. GENERATED FROM PYTHON SOURCE LINES 80-85

.. seealso::

  Actually, skore does not exactly *overwrite*, but stores the history of items.
  For more information about the tracking of items using their history,
  see :ref:`example_tracking_items`.

.. GENERATED FROM PYTHON SOURCE LINES 87-88

By using the :func:`~skore.Project.delete` method, we can also delete an object:

.. GENERATED FROM PYTHON SOURCE LINES 90-92

.. code-block:: Python

    my_project.put("my_int_2", 10)








.. GENERATED FROM PYTHON SOURCE LINES 93-95

.. code-block:: Python

    my_project.delete("my_int_2")








.. GENERATED FROM PYTHON SOURCE LINES 96-97

We can display all the keys in our project:

.. GENERATED FROM PYTHON SOURCE LINES 99-101

.. code-block:: Python

    my_project.keys()





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

 .. code-block:: none


    ['my_int']



.. GENERATED FROM PYTHON SOURCE LINES 102-104

Storing strings and texts
=========================

.. GENERATED FROM PYTHON SOURCE LINES 106-107

We just stored a integer, now let us store some text using strings!

.. GENERATED FROM PYTHON SOURCE LINES 109-111

.. code-block:: Python

    my_project.put("my_string", "Hello world!")








.. GENERATED FROM PYTHON SOURCE LINES 112-114

.. code-block:: Python

    my_project.get("my_string")





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

 .. code-block:: none


    'Hello world!'



.. GENERATED FROM PYTHON SOURCE LINES 115-118

:func:`~skore.Project.get` infers the type of the inserted object by default. For
example, strings are assumed to be in Markdown format. Hence, we can customize the
display of our text:

.. GENERATED FROM PYTHON SOURCE LINES 120-133

.. code-block:: Python

    my_project.put(
        "my_string_2",
        (
            """Hello world!, **bold**, *italic*, `code`

    ```python
    def my_func(x):
        return x+2
    ```
    """
        ),
    )








.. GENERATED FROM PYTHON SOURCE LINES 134-136

Moreover, we can also explicitly tell skore the way we want to display an object, for
example in HTML:

.. GENERATED FROM PYTHON SOURCE LINES 138-145

.. code-block:: Python


    my_project.put(
        "my_string_3",
        "<p><h1>Title</h1> <b>bold</b>, <i>italic</i>, etc.</p>",
        display_as="HTML",
    )








.. GENERATED FROM PYTHON SOURCE LINES 146-147

Note that the `display_as` is only used for the UI, and not in this notebook at hand:

.. GENERATED FROM PYTHON SOURCE LINES 149-151

.. code-block:: Python

    my_project.get("my_string_3")





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

 .. code-block:: none


    '<p><h1>Title</h1> <b>bold</b>, <i>italic</i>, etc.</p>'



.. GENERATED FROM PYTHON SOURCE LINES 152-153

We can also conveniently use a Python f-string:

.. GENERATED FROM PYTHON SOURCE LINES 155-159

.. code-block:: Python

    x = 2
    y = [1, 2, 3, 4]
    my_project.put("my_string_4", f"The value of `x` is {x} and the value of `y` is {y}.")








.. GENERATED FROM PYTHON SOURCE LINES 160-162

Storing many kinds of data
==========================

.. GENERATED FROM PYTHON SOURCE LINES 164-165

Python list:

.. GENERATED FROM PYTHON SOURCE LINES 167-171

.. code-block:: Python

    my_list = [1, 2, 3, 4]
    my_project.put("my_list", my_list)
    my_list





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

 .. code-block:: none


    [1, 2, 3, 4]



.. GENERATED FROM PYTHON SOURCE LINES 172-173

Python dictionary:

.. GENERATED FROM PYTHON SOURCE LINES 175-182

.. code-block:: Python

    my_dict = {
        "company": "probabl",
        "year": 2023,
    }
    my_project.put("my_dict", my_dict)
    my_dict





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

 .. code-block:: none


    {'company': 'probabl', 'year': 2023}



.. GENERATED FROM PYTHON SOURCE LINES 183-184

Numpy array:

.. GENERATED FROM PYTHON SOURCE LINES 186-192

.. code-block:: Python

    import numpy as np

    my_arr = np.random.randn(3, 3)
    my_project.put("my_arr", my_arr)
    my_arr





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

 .. code-block:: none


    array([[-0.86330973,  1.35312969, -0.19322573],
           [ 0.48155874,  0.5343325 ,  1.42763297],
           [-0.39758877,  1.33064685,  0.32829924]])



.. GENERATED FROM PYTHON SOURCE LINES 193-194

Pandas data frame:

.. GENERATED FROM PYTHON SOURCE LINES 196-202

.. code-block:: Python

    import pandas as pd

    my_df_pandas = pd.DataFrame(np.random.randn(10, 5))
    my_project.put("my_df_pandas", my_df_pandas)
    my_df_pandas.head()






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
        .dataframe tbody tr th:only-of-type {
            vertical-align: middle;
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        .dataframe thead th {
            text-align: right;
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    <table border="1" class="dataframe">
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          <td>0.041304</td>
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        <tr>
          <th>1</th>
          <td>0.524022</td>
          <td>1.450858</td>
          <td>1.676659</td>
          <td>0.738416</td>
          <td>0.253720</td>
        </tr>
        <tr>
          <th>2</th>
          <td>-1.349323</td>
          <td>-0.302111</td>
          <td>-0.318985</td>
          <td>-0.222656</td>
          <td>-1.673151</td>
        </tr>
        <tr>
          <th>3</th>
          <td>-0.204321</td>
          <td>-0.924742</td>
          <td>-1.236936</td>
          <td>1.696530</td>
          <td>-0.768724</td>
        </tr>
        <tr>
          <th>4</th>
          <td>-0.951621</td>
          <td>-0.357377</td>
          <td>-0.856962</td>
          <td>0.066722</td>
          <td>1.118867</td>
        </tr>
      </tbody>
    </table>
    </div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 203-204

Polars data frame:

.. GENERATED FROM PYTHON SOURCE LINES 206-212

.. code-block:: Python

    import polars as pl

    my_df_polars = pl.DataFrame(np.random.randn(10, 5))
    my_project.put("my_df_polars", my_df_polars)
    my_df_polars.head()






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div><style>
    .dataframe > thead > tr,
    .dataframe > tbody > tr {
      text-align: right;
      white-space: pre-wrap;
    }
    </style>
    <small>shape: (5, 5)</small><table border="1" class="dataframe"><thead><tr><th>column_0</th><th>column_1</th><th>column_2</th><th>column_3</th><th>column_4</th></tr><tr><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>0.048168</td><td>-2.201209</td><td>-0.001502</td><td>0.788612</td><td>0.217048</td></tr><tr><td>0.59129</td><td>0.936818</td><td>1.395612</td><td>-0.525697</td><td>0.34594</td></tr><tr><td>-0.476546</td><td>1.249777</td><td>0.154306</td><td>0.652925</td><td>1.547506</td></tr><tr><td>-0.200091</td><td>0.090846</td><td>1.942365</td><td>-0.142749</td><td>0.288472</td></tr><tr><td>-0.51058</td><td>-0.120223</td><td>-0.28626</td><td>-0.152566</td><td>0.898516</td></tr></tbody></table></div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 213-214

Skrub :class:`~skrub.TableReport`:

.. GENERATED FROM PYTHON SOURCE LINES 216-225

.. code-block:: Python

    from skrub.datasets import fetch_employee_salaries
    from skrub import TableReport

    dataset = fetch_employee_salaries()
    employees_df, salaries = dataset.X, dataset.y
    my_tablereport = TableReport(employees_df)
    my_project.put("my_tablereport", my_tablereport)
    my_tablereport





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

 .. code-block:: none

    Processing column   1 / 8
    Processing column   2 / 8
    Processing column   3 / 8
    Processing column   4 / 8
    Processing column   5 / 8
    Processing column   6 / 8
    Processing column   7 / 8
    Processing column   8 / 8


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

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    Pure v3.0.0
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    Licensed under the BSD License.
    https://github.com/pure-css/pure/blob/master/LICENSE
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        min-width: var(--box-min-width);
        max-width: var(--box-max-width);
        min-height: var(--box-min-height);
        max-height: var(--box-max-height);
    }

    .box pre {
        overflow-x: auto;
        padding: var(--space-s);
        padding-left: var(--space-m);
        flex-grow: 1;
        white-space: pre;
    }

    .copybutton {
        margin: var(--border-s);
        min-width: var(--button-s);
        max-width: var(--button-s);
        max-height: var(--button-s);
        padding: var(--space-s);
        border: none;
        position: relative;
    }

    .copybutton-left {
        order: -1;
    }

    .copybutton {
        background: #e0e0e0;
    }

    .copybutton:hover {
        background: #eee;
    }

    .copybutton:active {
        background: #cccccc;
    }

    .copybutton:not([data-show-checkmark]) > :not(:first-child) {
        display: none;
    }

    .copybutton[data-show-checkmark] > :first-child {
        display: none;
    }

    .copied-message {
        font-size: var(--text-s);
        background-color: black;
        color: white;
        padding: var(--space-s);
        border-radius: var(--radius);
        position: absolute;
        top: var(--space-xs);
        margin: 0;
        right: calc(100% + var(--space-s));
    }

    .copybutton-left .copied-message {
        left: calc(100% + var(--space-s));
        right: auto;
    }

    [data-shows-placeholder] {
        color: #777777;
    }

    .table-bar .box {
        flex-grow: 1;
        max-width: var(--table-box-max-width);
    }
    /* The column summary cards */
    /* ------------------------ */

    /* Collection of column summary cards (as shown in the "column summaries" tab) */
    /* --------------------------------------------------------------------------- */

    .column-summary-group {
        display: flex;
        flex-direction: column;
        gap: var(--space-l);
        min-width: min-content;
        max-width: max-content;
    }

    /* Increase the gap between buttons & columns to make it clearer the buttons are
       associated with the bar above them. */
    .column-selection-buttons + .column-summary-group {
        margin-top: var(--space-l);
    }

    .column-summary-group > .card {
        margin: 0;
    }

    /* On small screens, the cards are on top of each other and all have the
       same width. On wide screens, the cards can be next to
       each other and wrap horizontally. */

    @media screen and (min-width: 60rem) {
        .column-summary-group {
            display: flex;
            flex-direction: row;
            flex-wrap: wrap;
            gap: var(--space-l);
        }

    }


    /* Individual column summary cards */
    /* ------------------------------- */

    .card {
        padding: 0;
        margin: var(--space-l);
        border-radius: var(--radius);
        min-width: min-content;
        border: 1px solid var(--mediumg);
    }

    .card-header {
        border-radius: var(--radius) var(--radius) 0 0;

        display: flex;
        flex-wrap: wrap;
        justify-content: space-between;
        column-gap: var(--space-l);

        padding: var(--space-m);
        margin-block-end: var(--space-m);
        background-color: var(--header-color, var(--lightg));
        border-block-end: var(--border-s) solid var(--mediumg);
    }

    .card-header > * {
        margin-block-start: 0;
        margin-block-end: 0;
        font-size: var(--space-l);
    }

    .card-header input[type="checkbox"] {
        margin-right: var(--space-s);
    }

    .column-summary-content {
        display: flex;
        flex-direction: column;
    }


    /* Grid of boxes with copybuttons for a column's most frequent values */

    .copybutton-grid {
        display: flex;
        flex-direction: column;
        gap: var(--space-m);
        padding-block-start: var(--space-m);
        padding-block-end: var(--space-m);
    }


    .grid-separator {
        grid-column: 1/-1;
        justify-self: left;
    }

    /* Highlight min and max values when outliers were truncated from the histogram*/

    .column-summary[data-has-low-outliers] .min-value{
        color: var(--red);
        font-weight: bold;
    }

    .column-summary[data-has-high-outliers] .max-value{
        color: var(--red);
        font-weight: bold;
    }


    /* Aspects specific to the single card shown in the dataframe sample tab */
    /* --------------------------------------------------------------------- */

    .columns-in-sample-tab {
        margin-top: var(--space-m);
    }

    /* Hide the container when it is empty */

    .columns-in-sample-tab:not(:has([data-role="sample-column"]:not([data-hidden]))) {
        display: none;
    }

    /* The header has the same color as the selected cells in the table */

    .columns-in-sample-tab .card-header {
        position: relative;
        background-color: var(--darkgreen);
        border-block-end: var(--border-s) solid var(--shadowgreen);
        padding-right: calc(var(--button-s) + var(--space-m));
    }

    .columns-in-sample-tab .card {
        border-color: var(--shadowgreen);
    }

    /* Button for closing the card / deselecting the column in the table */

    .card .close-card-button {
        height: var(--button-s);
        width: var(--button-s);

        padding: var(--space-s);
        border: none;
        border-radius: var(--radius);
        background: var(--darkgreen);

        position: absolute;
        top: var(--space-m);
        right: var(--space-s);
    }

    .card .close-card-button:hover {
        background: var(--verydarkgreen);
    }
    /* The table showing the first few and last rows of the dataframe */
    /* -------------------------------------------------------------- */

    .table-with-selectable-cells {
        --arrow-width: var(--base-size);
    }

    .table-with-selectable-cells {
        margin: var(--border-m);
        border: none;
    }

    .table-with-selectable-cells tbody {
        border: var(--border-s) solid var(--mediumg);
    }

    .table-with-selectable-cells thead th {
        vertical-align: top;
        border: var(--border-s) solid var(--mediumg);
    }

    /* The column containing the selected cell has green stripes. */
    /* The rest of the table has gray stripes added by pure.css */

    #report .table-cell[data-is-in-active-column] {
        background-color: var(--active-column-color);
    }

    tbody tr {
        --active-column-color: var(--lightgreen);
    }

    tbody tr:nth-child(2n -1) {
        --active-column-color: var(--mediumgreen);
    }

    thead {
        --active-column-color: var(--darkgreen);
    }

    .table-with-selectable-cells th[data-role="padding"]{
        background-color: white;
        border: none;
    }

    .table-with-selectable-cells th[data-role="columns-level-name"]{
        text-align: right;
        padding-right: calc(calc(2 * var(--space-s)) + var(--arrow-width));
        position: relative;
    }

    .table-with-selectable-cells th[data-role="columns-level-name"] > .arrow-icon {
        position: absolute;
        width: var(--arrow-width);
        height: 100%;
        top: 0;
        bottom: 0;
        left: 100%;
        right: calc(-1 * var(--arrow-width));
        transform: translateX(calc(-1 * var(--space-s)));
        display: flex;
        user-select: none;
    }

    .table-with-selectable-cells th[data-role="columns-level-value"]{}
    .table-with-selectable-cells th[data-role="column-name"]{}


    .table-with-selectable-cells th[data-role="index-level-name"],
    .table-with-selectable-cells th[data-role="index-level-value"]{
        background-color: white;
        border: 1px solid var(--mediumg);
        text-align: right;
    }

    .table-with-selectable-cells th[data-role="dataframe-data"]{}

    .table-cell[data-is-active] {
        --active-column-color: var(--lightyellow);
    }

    table:not(:focus-within):not(:has(:active)) .table-cell[data-is-active] {
        outline: var(--border-m) dotted black;
    }

    .table-cell[data-is-active]:focus {
        outline-width: var(--border-m);
        outline-style: solid;
        outline-color: Highlight;
        outline-color: -webkit-focus-ring-color;
    }

    #report .table-cell[data-is-active][data-just-copied]:focus {
        outline-width: var(--border-m);
        outline-style: dashed;
        outline-color: Highlight;
        outline-color: -webkit-focus-ring-color;
    }


    /* The gap separating the head and the tail of the table */

    #report .ellided-table-part,
    #report .ellided-table-part td {
        border: var(--border-m) dashed var(--mediumg);
        text-align: center;
        border-top: 0;
        border-bottom: 0;
        background: inherit;
    }

    #report .ellipsis-icon {
        display: flex;
        flex-direction: column;
        max-height: var(--space-xl);
    }

    #report table:has([data-role="index-level-value"]) .ellided-table-part td:first-child .ellipsis-icon * {
        align-self: flex-end;
    }

    .table-bar-wrapper {
        min-height: calc(var(--line-height) * 1em + 2 * var(--space-m));
        display: flex;
        flex-direction: column;
        justify-content: center;
        margin-bottom: var(--space-s);
    }

    /* Information below the table: dimensions and keyboard shortcuts */

    .table-footer {
        display: flex;
        justify-content: flex-start;
        column-gap: var(--space-xxl);
        padding-top: var(--space-s);
    }

    .table-footer > * {
        flex-shrink: 1;
    }

    .keyboard-hints  {
        display: none;
        flex-basis: max(0px, min(50%, calc((50% - 25ch) * 99999)));
        min-width: 0px;
        height: 2em;
        margin-bottom: calc(-1 * var(--space-m));
        margin-right: var(--space-s);
        overflow: hidden;
        flex-shrink: 10000;
    }

    .keyboard-hints > div {
        display: flex;
        flex-wrap: wrap;
        row-gap: 2em;
    }

    :has(.table-with-selectable-cells:focus-within) ~ .table-footer .keyboard-hints {
        display: block;
    }

    .keyboard-key {
        font-size: var(--text-xs);
        font-family: var(--fontStack-monospace);
        padding: 0 var(--space-m);
        line-height: 1.8;
        color: #444444;
        border: var(--border-s) solid #cccccc;
        border-bottom: var(--border-s) solid #bbbbbb;
        box-shadow: inset 0 calc(-1 * var(--border-s)) 0 #bbbbbb;
        border-radius: 0.2em;
        min-width: 1em;
        text-align: center;
        margin: var(--space-xs);
        display: inline-block;
        text-wrap: nowrap;
        flex-shrink: 0;
    }
    .summary-stats-table {
        margin: var(--border-m);

        /* "collapse" prevents reliably showing the right border of the sticky
           column when it overlaps others */
        border-collapse: separate;

        /* Avoid a border twice as thick on the left of the table due to separate
           border (there is already a left border on the table cells). */
        border-left: none;
    }

    .relative {
        position: relative;
    }

    /* pure.css puts the border on the left of each cell, but we want one on the
       right of the second column which will overlap other columns. */
    #report .summary-stats-table tr > :is(th, td):nth-child(3){
        border-left: none;
    }

    /* Make the second column sticky and allow it to overlap others. */
    #report .summary-stats-table tr > :is(th, td):nth-child(2) {

        /* We allow part of the column to be hidden to save space; seeing the end of
           the column name should be enough to recognize to which column a row
           belongs. */
        --left-overlap: calc(4 * var(--base-size));

        position: sticky;
        left: calc(-1 * var(--left-overlap));
        z-index: 10;

        text-align: right;
        max-width: calc(min(30ch, var(--left-overlap) + 40vw));

        border-right: 1px solid #cbcbcb;
        box-shadow: 0px 0 0 0 #aaa;
        transition: box-shadow 200ms;
    }

    /* Draw a larger & darker border when the 2nd column is overlapping others. */
    #report [data-is-scrolling] > .summary-stats-table tr > :is(th, td):nth-child(2) {
        box-shadow: 2px 0 0 0 #aaa;
        transition: box-shadow 400ms;
    }

    /* Elements in the 2nd column should have an opaque background as they overlap
       others. */

    #report .summary-stats-table tr > td:nth-child(2) {
        background: white;
    }

    #report .summary-stats-table tr > th:nth-child(2) {
        background: #e0e0e0;
    }

    #report th.sort-button-group-wrapper {
        --btn-width: var(--button-m);
        --btn-group-width: calc(var(--btn-width) * 2);
        position: relative;
        padding-top: var(--space-s);
        padding-bottom: var(--space-s);
        padding-right: calc(var(--space-m) + var(--btn-group-width));
    }

    .sort-button-group {
        position: absolute;
        top: 0;
        bottom: var(--border-s);
        right: calc(-1 * var(--btn-group-width));
        left: 100%;
        transform: translateX(calc(-1 * var(--btn-group-width)));
        display: flex;
        gap: 0px;
        padding: 0px;
    }

    .sort-button {
        margin: 0;
        box-sizing: border-box;
        height: 100%;
        flex-grow: 1;
        border-radius: 0;
        border: var(--border-s) solid #aaa;
        background: #e0e0e0;
        color: #222;
        padding: var(--space-s);
    }

    .sort-button-group > .sort-button:focus-visible {
        z-index: 2;
    }

    .sort-button-group > .sort-button ~ .sort-button {
        margin-left: calc(-1 * var(--border-s));
    }

    .sort-button:hover {
        background: #eeeeee;
    }

    .sort-button:active {
        background: #cccccc;
    }

    .sort-button[data-is-active]{
        background: var(--lightgreen);
        color: black;
    }
    /* The report's tab panels (dataframe sample, column summaries, column associations) */
    /* --------------------------------------------------------------------------------- */


    /* The tabs (buttons that allow selecting the tab panel) */
    /* ----------------------------------------------------- */

    .tab-list-wrapper {
        align-items: flex-start;
        border-bottom: var(--border-s) solid var(--darkg);
        column-gap: calc(var(--space-xs));
        row-gap: var(--space-s);
    }

    .tab-list-scroller {
        overflow: auto hidden;
    }

    .tab-list {
        display: flex;
        column-gap: var(--space-m);
        padding-left: var(--space-m);
        padding-right: var(--space-m);
        align-items: stretch;
        margin-bottom: calc(-1 * var(--border-s));
    }

    .tab-list > * {
        display: flex;
        flex-direction: column;
        justify-content: flex-end;
        margin-top: var(--border-m);
    }

    .tab {
        display: flex;
        align-items: center;
        column-gap: var(--space-s);
        border: var(--border-s) solid transparent;
        border-bottom: none;
        border-radius: var(--radius) var(--radius) 0 0;
        padding: var(--space-m);
        padding-top: var(--space-s);
        padding-bottom: calc(var(--space-s) + var(--border-s));
        font-size: var(--space-l);
        background-color: transparent;
        --color-muted: var(--darkg);
        --color-default: inherit;
        color: var(--color-muted);
    }

    .tab:hover {
        color: var(--color-default);
    }

    .tab[data-is-selected] {
        border-color: var(--darkg);
        background-color: white;
        color: var(--color-default);
    }

    /* When a tab contains critical content we highlight the corresponding button so */
    /* the user is more likely to click on it. ATM this is just used for the */
    /* associations tab when some columns are very strongly associated. */

    .tab-list .tab .warning-sign {
        display: none;
        width: var(--text-m);
        height: var(--text-m);
        margin: var(--space-xs);
    }

    .tab-list .tab[data-has-warning] .warning-sign {
        display: inline-block;
    }

    .tab-list .tab[data-has-warning] {
        --color-muted: var(--darkred);
        --color-default: var(--red);

    }

    /* The panels (the main content) */
    /* ----------------------------- */

    .tab-panel {
        padding-top: var(--space-m);
        border-radius: 0 0 var(--radius) var(--radius);
    }

    .report-bottom-border {
        width: calc(100% - 2 * var(--radius));
        border-bottom: var(--border-s) solid var(--mediumg);
        margin: var(--space-m) auto 0 auto;
    }
    .toggletip-wrapper {
        position: relative;
    }

    .toggletip {
        display: inline-block;
        --blue: #3584e4;
        --darkblue: #0f4e9b;
        --buttonheight: var(--text-xl);
    }

    .toggletip > button {
        height: var(--buttonheight);
        width: var(--buttonheight);
        background-color: var(--blue);
        text-shadow: 0px 0px 1px var(--darkblue);
        font-family: var(--fontStack-monospace);
        font-weight: bold;
        color: white;
        border: var(--border-s) solid var(--darkblue);
        border-radius: 50%;
        margin: 0;
        padding: none;
    }

    .toggletip > .toggletip-info {
        box-sizing: border-box;
        position: absolute;
        top: calc(1.2 * var(--buttonheight));
        left: calc(0.9 * var(--buttonheight));
        width: calc(min(50ch, 100% - var(--buttonheight)));
        min-width: min-content;
        padding: var(--space-l);
        background: white;
        border: var(--border-m) solid var(--blue);
        border-radius: var(--radius);
        z-index: 2;
        visibility: hidden;
        transition: visibility 0ms 400ms;
    }


    :is(.toggletip:focus-within, .toggletip:active, .toggletip:hover) > .toggletip-info {
        visibility: visible;
        transition-delay: 0ms;
    }

    .toggletip > button:is(:focus, :active) {
        outline: var(--border-m) solid var(--blue);
        outline-offset: var(--border-m);
    }
    .column-filter {
        display: flex;
        flex-wrap: wrap;
        gap: var(--space-m);
        align-items: flex-end;
        margin-bottom: var(--space-s);
        margin-left: var(--space-m);
        margin-right: var(--space-s);
    }

    .column-filter > select {
        max-width: 16ch;
        text-overflow: ellipsis;
        padding: 0 var(--border-s) 0 var(--space-s);
        font-size: var(--text-s);
    }
            </style>
            <div id="report">
            

            
            






    <div>
        <div class="flex-reverse tab-list-wrapper">
            <div class="tab-list tab-list-scroller" data-manager="TabList">
                <div>
                    <button type="button" data-target-panel-id="dataframe-sample-panel"
                        data-role="tab" data-is-selected data-test="sample-tab" class="tab"
                        title="Display a few rows of the dataframe in a table.">Table</button>
                </div>
                <div>
                    <button type="button" data-target-panel-id="summary-statistics-panel"
                        data-role="tab" data-test="summary-statistics-tab" class="tab"
                        title="Summary statistics for all columns.">Stats</button>
                </div>
                <div>
                    <button type="button" data-target-panel-id="column-summaries-panel"
                        data-role="tab" data-test="summaries-tab" class="tab"
                        title="Plots showing the distributions of all columns">Distributions</button>
                </div>
                <div>
                    <button type="button" data-target-panel-id="column-associations-panel"
                        data-role="tab" class="tab" 
                        data-has-warning  data-test="associations-tab"
                        title="Show which columns are similar (have a strong association).
    NOTE: some columns have very strong associations and may be redundant.">
                        <div class="warning-sign">
                            <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M7.938 2.016A.13.13 0 0 1 8.002 2a.13.13 0 0 1 .063.016.15.15 0 0 1 .054.057l6.857 11.667c.036.06.035.124.002.183a.2.2 0 0 1-.054.06.1.1 0 0 1-.066.017H1.146a.1.1 0 0 1-.066-.017.2.2 0 0 1-.054-.06.18.18 0 0 1 .002-.183L7.884 2.073a.15.15 0 0 1 .054-.057m1.044-.45a1.13 1.13 0 0 0-1.96 0L.165 13.233c-.457.778.091 1.767.98 1.767h13.713c.889 0 1.438-.99.98-1.767z"/>
      <path d="M7.002 12a1 1 0 1 1 2 0 1 1 0 0 1-2 0M7.1 5.995a.905.905 0 1 1 1.8 0l-.35 3.507a.552.552 0 0 1-1.1 0z"/>
    </svg>
                        </div>
                        Associations</button>
                </div>
            </div>
            <div class="column-filter" data-manager="InvisibleInAssociationsTabPanel">
        <select data-manager="ColumnFilter"
                data-all-filters-base64="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"
                data-test="column-filter-select"
                autocomplete="off">
            <optgroup label="Select columns to show:">
            <option value="all()" selected disabled hidden>Filter columns</option>
        
            <option value="all()">
                All columns</option>
        
            <option value="high_association">
                High similarity</option>
        
            <option value="has_nulls()">
                With nulls</option>
        
            <option value="(~has_nulls())">
                Without nulls</option>
        
            <option value="numeric()">
                Numeric</option>
        
            <option value="(~numeric())">
                Non-numeric</option>
        
            <option value="string()">
                String</option>
        
            <option value="(~string())">
                Non-string</option>
        
            <option value="categorical()">
                Categorical</option>
        
            <option value="(~categorical())">
                Non-categorical</option>
        
            <option value="any_date()">
                Datetime</option>
        
            <option value="(~any_date())">
                Non-datetime</option>
        
            </optgroup>
        </select>
    </div>
        </div>
    </div>

    <div class="tab-panel" id="dataframe-sample-panel" data-test="sample-panel">
    



    <article class="wrapper" data-show-on="NON_EMPTY_COLUMN_FILTER_SELECTED"
        data-hide-on="EMPTY_COLUMN_FILTER_SELECTED">
    

    <div class="table-bar-wrapper">
    <div class="flex flex-wrap table-bar"
         data-manager="SampleTableBar"
         data-hidden
         data-show-on="SAMPLE_TABLE_CELL_ACTIVATED"
         data-hide-on="SAMPLE_TABLE_CELL_DEACTIVATED">
        <div class="box">
            <pre id="sample-table-bar-display" data-role="content-display"></pre>
        
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="sample-table-bar-display">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

        </div>
    </div>
    <div class="flex">
        <div class="text important-note"
             data-hide-on="SAMPLE_TABLE_CELL_ACTIVATED"
             data-show-on="SAMPLE_TABLE_CELL_DEACTIVATED"
             data-test="click-on-table-announcement">
            Click a table cell for more info about its column.
        </div>
    </div>
    </div>

        <div class="horizontal-scroll" tabindex="-1">
            <table class="pure-table pure-table-striped table-with-selectable-cells"
                   data-manager="SampleTable"
            data-start-i="-2"
            data-stop-i="10"
            data-start-j="-1"
            data-stop-j="8"
            >
            
            
                <thead>
            
                <tr>
                
                
                    <th
                    id="8f6cecad"
                    class="table-cell ellided-short "
                
                    data-role="padding"
                
                
                    data-i="-2"
                    data-j="-1"
                




    data-spans__-2__-1



    data-spans__-1__-1



                    rowspan="2"
                    colspan="1"
                    data-value-repr="None"
                    data-value-str="None"
                
                    ></th>
                
                
                    <th
                    id="5e0ba71e"
                    class="table-cell ellided-short clickable"
                
                    data-role="columns-level-value"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="-2"
                    data-j="0"
                




    data-spans__-2__0



    data-spans__-1__0



                    rowspan="2"
                    colspan="1"
                    data-value-repr="&#39;gender&#39;"
                    data-value-str="gender"
                
                    data-column-idx="0"
                
                    >gender</th>
                
                
                    <th
                    id="e2eec2e6"
                    class="table-cell ellided-short clickable"
                
                    data-role="columns-level-value"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="-2"
                    data-j="1"
                




    data-spans__-2__1



    data-spans__-1__1



                    rowspan="2"
                    colspan="1"
                    data-value-repr="&#39;department&#39;"
                    data-value-str="department"
                
                    data-column-idx="1"
                
                    >department</th>
                
                
                    <th
                    id="214717a2"
                    class="table-cell ellided-short clickable"
                
                    data-role="columns-level-value"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="-2"
                    data-j="2"
                




    data-spans__-2__2



    data-spans__-1__2



                    rowspan="2"
                    colspan="1"
                    data-value-repr="&#39;department_name&#39;"
                    data-value-str="department_name"
                
                    data-column-idx="2"
                
                    >department_name</th>
                
                
                    <th
                    id="f761af42"
                    class="table-cell ellided-short clickable"
                
                    data-role="columns-level-value"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="-2"
                    data-j="3"
                




    data-spans__-2__3



    data-spans__-1__3



                    rowspan="2"
                    colspan="1"
                    data-value-repr="&#39;division&#39;"
                    data-value-str="division"
                
                    data-column-idx="3"
                
                    >division</th>
                
                
                    <th
                    id="4eb3a024"
                    class="table-cell ellided-short clickable"
                
                    data-role="columns-level-value"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="-2"
                    data-j="4"
                




    data-spans__-2__4



    data-spans__-1__4



                    rowspan="2"
                    colspan="1"
                    data-value-repr="&#39;assignment_category&#39;"
                    data-value-str="assignment_category"
                
                    data-column-idx="4"
                
                    >assignment_category</th>
                
                
                    <th
                    id="7373aaa2"
                    class="table-cell ellided-short clickable"
                
                    data-role="columns-level-value"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="-2"
                    data-j="5"
                




    data-spans__-2__5



    data-spans__-1__5



                    rowspan="2"
                    colspan="1"
                    data-value-repr="&#39;employee_position_title&#39;"
                    data-value-str="employee_position_title"
                
                    data-column-idx="5"
                
                    >employee_position_title</th>
                
                
                    <th
                    id="ace7059f"
                    class="table-cell ellided-short clickable"
                
                    data-role="columns-level-value"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="-2"
                    data-j="6"
                




    data-spans__-2__6



    data-spans__-1__6



                    rowspan="2"
                    colspan="1"
                    data-value-repr="&#39;date_first_hired&#39;"
                    data-value-str="date_first_hired"
                
                    data-column-idx="6"
                
                    >date_first_hired</th>
                
                
                    <th
                    id="766d18db"
                    class="table-cell ellided-short clickable"
                
                    data-role="columns-level-value"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="-2"
                    data-j="7"
                




    data-spans__-2__7



    data-spans__-1__7



                    rowspan="2"
                    colspan="1"
                    data-value-repr="&#39;year_first_hired&#39;"
                    data-value-str="year_first_hired"
                
                    data-column-idx="7"
                
                    >year_first_hired</th>
                
                </tr>
            
                <tr>
                
                </tr>
            
                </thead>
            
            
            
                <tbody>
            
                <tr>
                
                
                    <th
                    id="4dbda2a9"
                    class="table-cell ellided-short clickable"
                
                    data-role="index-level-value"
                
                
                    data-manager="SampleTableCell "
                
                    data-i="0"
                    data-j="-1"
                




    data-spans__0__-1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="0"
                    data-value-str="0"
                
                    >0</th>
                
                
                    <td
                    id="397d67ed"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="0"
                    data-j="0"
                




    data-spans__0__0



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;F&#39;"
                    data-value-str="F"
                
                    data-column-idx="0"
                
                    >F</td>
                
                
                    <td
                    id="c266283f"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="0"
                    data-j="1"
                




    data-spans__0__1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;POL&#39;"
                    data-value-str="POL"
                
                    data-column-idx="1"
                
                    >POL</td>
                
                
                    <td
                    id="2a7b8aaf"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="0"
                    data-j="2"
                




    data-spans__0__2



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Department of Police&#39;"
                    data-value-str="Department of Police"
                
                    data-column-idx="2"
                
                    >Department of Police</td>
                
                
                    <td
                    id="39aaf831"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="0"
                    data-j="3"
                




    data-spans__0__3



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;MSB Information Mgmt and Tech Division Records Management Section&#39;"
                    data-value-str="MSB Information Mgmt and Tech Division Records Management Section"
                
                    data-column-idx="3"
                
                    >MSB Information Mgmt and Tech Division Records Management Section</td>
                
                
                    <td
                    id="bce4a0b8"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="0"
                    data-j="4"
                




    data-spans__0__4



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fulltime-Regular&#39;"
                    data-value-str="Fulltime-Regular"
                
                    data-column-idx="4"
                
                    >Fulltime-Regular</td>
                
                
                    <td
                    id="0c49e185"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="0"
                    data-j="5"
                




    data-spans__0__5



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Office Services Coordinator&#39;"
                    data-value-str="Office Services Coordinator"
                
                    data-column-idx="5"
                
                    >Office Services Coordinator</td>
                
                
                    <td
                    id="ac1e6f31"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="0"
                    data-j="6"
                




    data-spans__0__6



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;09/22/1986&#39;"
                    data-value-str="09/22/1986"
                
                    data-column-idx="6"
                
                    >09/22/1986</td>
                
                
                    <td
                    id="859bbb3d"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="0"
                    data-j="7"
                




    data-spans__0__7



                    rowspan="1"
                    colspan="1"
                    data-value-repr="1986"
                    data-value-str="1986"
                
                    data-column-idx="7"
                
                    >1986</td>
                
                </tr>
            
                <tr>
                
                
                    <th
                    id="3c082684"
                    class="table-cell ellided-short clickable"
                
                    data-role="index-level-value"
                
                
                    data-manager="SampleTableCell "
                
                    data-i="1"
                    data-j="-1"
                




    data-spans__1__-1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="1"
                    data-value-str="1"
                
                    >1</th>
                
                
                    <td
                    id="6c9b88a3"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="1"
                    data-j="0"
                




    data-spans__1__0



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;M&#39;"
                    data-value-str="M"
                
                    data-column-idx="0"
                
                    >M</td>
                
                
                    <td
                    id="58078445"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="1"
                    data-j="1"
                




    data-spans__1__1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;POL&#39;"
                    data-value-str="POL"
                
                    data-column-idx="1"
                
                    >POL</td>
                
                
                    <td
                    id="7439967a"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="1"
                    data-j="2"
                




    data-spans__1__2



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Department of Police&#39;"
                    data-value-str="Department of Police"
                
                    data-column-idx="2"
                
                    >Department of Police</td>
                
                
                    <td
                    id="85e47bc9"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="1"
                    data-j="3"
                




    data-spans__1__3



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;ISB Major Crimes Division Fugitive Section&#39;"
                    data-value-str="ISB Major Crimes Division Fugitive Section"
                
                    data-column-idx="3"
                
                    >ISB Major Crimes Division Fugitive Section</td>
                
                
                    <td
                    id="10314677"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="1"
                    data-j="4"
                




    data-spans__1__4



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fulltime-Regular&#39;"
                    data-value-str="Fulltime-Regular"
                
                    data-column-idx="4"
                
                    >Fulltime-Regular</td>
                
                
                    <td
                    id="f408cbed"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="1"
                    data-j="5"
                




    data-spans__1__5



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Master Police Officer&#39;"
                    data-value-str="Master Police Officer"
                
                    data-column-idx="5"
                
                    >Master Police Officer</td>
                
                
                    <td
                    id="f2761a58"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="1"
                    data-j="6"
                




    data-spans__1__6



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;09/12/1988&#39;"
                    data-value-str="09/12/1988"
                
                    data-column-idx="6"
                
                    >09/12/1988</td>
                
                
                    <td
                    id="031f3a4c"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="1"
                    data-j="7"
                




    data-spans__1__7



                    rowspan="1"
                    colspan="1"
                    data-value-repr="1988"
                    data-value-str="1988"
                
                    data-column-idx="7"
                
                    >1988</td>
                
                </tr>
            
                <tr>
                
                
                    <th
                    id="1921a455"
                    class="table-cell ellided-short clickable"
                
                    data-role="index-level-value"
                
                
                    data-manager="SampleTableCell "
                
                    data-i="2"
                    data-j="-1"
                




    data-spans__2__-1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="2"
                    data-value-str="2"
                
                    >2</th>
                
                
                    <td
                    id="5dbc5a37"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="2"
                    data-j="0"
                




    data-spans__2__0



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;F&#39;"
                    data-value-str="F"
                
                    data-column-idx="0"
                
                    >F</td>
                
                
                    <td
                    id="b27363d3"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="2"
                    data-j="1"
                




    data-spans__2__1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;HHS&#39;"
                    data-value-str="HHS"
                
                    data-column-idx="1"
                
                    >HHS</td>
                
                
                    <td
                    id="b27c3cdd"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="2"
                    data-j="2"
                




    data-spans__2__2



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Department of Health and Human Services&#39;"
                    data-value-str="Department of Health and Human Services"
                
                    data-column-idx="2"
                
                    >Department of Health and Human Services</td>
                
                
                    <td
                    id="fb887faf"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="2"
                    data-j="3"
                




    data-spans__2__3



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Adult Protective and Case Management Services&#39;"
                    data-value-str="Adult Protective and Case Management Services"
                
                    data-column-idx="3"
                
                    >Adult Protective and Case Management Services</td>
                
                
                    <td
                    id="df44cae8"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="2"
                    data-j="4"
                




    data-spans__2__4



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fulltime-Regular&#39;"
                    data-value-str="Fulltime-Regular"
                
                    data-column-idx="4"
                
                    >Fulltime-Regular</td>
                
                
                    <td
                    id="2c97be1a"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="2"
                    data-j="5"
                




    data-spans__2__5



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Social Worker IV&#39;"
                    data-value-str="Social Worker IV"
                
                    data-column-idx="5"
                
                    >Social Worker IV</td>
                
                
                    <td
                    id="939d701c"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="2"
                    data-j="6"
                




    data-spans__2__6



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;11/19/1989&#39;"
                    data-value-str="11/19/1989"
                
                    data-column-idx="6"
                
                    >11/19/1989</td>
                
                
                    <td
                    id="d4a61030"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="2"
                    data-j="7"
                




    data-spans__2__7



                    rowspan="1"
                    colspan="1"
                    data-value-repr="1989"
                    data-value-str="1989"
                
                    data-column-idx="7"
                
                    >1989</td>
                
                </tr>
            
                <tr>
                
                
                    <th
                    id="9f69fcbe"
                    class="table-cell ellided-short clickable"
                
                    data-role="index-level-value"
                
                
                    data-manager="SampleTableCell "
                
                    data-i="3"
                    data-j="-1"
                




    data-spans__3__-1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="3"
                    data-value-str="3"
                
                    >3</th>
                
                
                    <td
                    id="5e7c0982"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="3"
                    data-j="0"
                




    data-spans__3__0



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;M&#39;"
                    data-value-str="M"
                
                    data-column-idx="0"
                
                    >M</td>
                
                
                    <td
                    id="4aad4cbe"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="3"
                    data-j="1"
                




    data-spans__3__1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;COR&#39;"
                    data-value-str="COR"
                
                    data-column-idx="1"
                
                    >COR</td>
                
                
                    <td
                    id="7524b0e1"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="3"
                    data-j="2"
                




    data-spans__3__2



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Correction and Rehabilitation&#39;"
                    data-value-str="Correction and Rehabilitation"
                
                    data-column-idx="2"
                
                    >Correction and Rehabilitation</td>
                
                
                    <td
                    id="cb4839ab"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="3"
                    data-j="3"
                




    data-spans__3__3



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;PRRS Facility and Security&#39;"
                    data-value-str="PRRS Facility and Security"
                
                    data-column-idx="3"
                
                    >PRRS Facility and Security</td>
                
                
                    <td
                    id="5e74b1c8"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="3"
                    data-j="4"
                




    data-spans__3__4



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fulltime-Regular&#39;"
                    data-value-str="Fulltime-Regular"
                
                    data-column-idx="4"
                
                    >Fulltime-Regular</td>
                
                
                    <td
                    id="f5106ac2"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="3"
                    data-j="5"
                




    data-spans__3__5



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Resident Supervisor II&#39;"
                    data-value-str="Resident Supervisor II"
                
                    data-column-idx="5"
                
                    >Resident Supervisor II</td>
                
                
                    <td
                    id="8bac4bf8"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="3"
                    data-j="6"
                




    data-spans__3__6



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;05/05/2014&#39;"
                    data-value-str="05/05/2014"
                
                    data-column-idx="6"
                
                    >05/05/2014</td>
                
                
                    <td
                    id="3d3798c4"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="3"
                    data-j="7"
                




    data-spans__3__7



                    rowspan="1"
                    colspan="1"
                    data-value-repr="2014"
                    data-value-str="2014"
                
                    data-column-idx="7"
                
                    >2014</td>
                
                </tr>
            
                <tr>
                
                
                    <th
                    id="522ae108"
                    class="table-cell ellided-short clickable"
                
                    data-role="index-level-value"
                
                
                    data-manager="SampleTableCell "
                
                    data-i="4"
                    data-j="-1"
                




    data-spans__4__-1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="4"
                    data-value-str="4"
                
                    >4</th>
                
                
                    <td
                    id="1af4503b"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="4"
                    data-j="0"
                




    data-spans__4__0



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;M&#39;"
                    data-value-str="M"
                
                    data-column-idx="0"
                
                    >M</td>
                
                
                    <td
                    id="705c2092"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="4"
                    data-j="1"
                




    data-spans__4__1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;HCA&#39;"
                    data-value-str="HCA"
                
                    data-column-idx="1"
                
                    >HCA</td>
                
                
                    <td
                    id="54d903fd"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="4"
                    data-j="2"
                




    data-spans__4__2



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Department of Housing and Community Affairs&#39;"
                    data-value-str="Department of Housing and Community Affairs"
                
                    data-column-idx="2"
                
                    >Department of Housing and Community Affairs</td>
                
                
                    <td
                    id="80adb0a6"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="4"
                    data-j="3"
                




    data-spans__4__3



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Affordable Housing Programs&#39;"
                    data-value-str="Affordable Housing Programs"
                
                    data-column-idx="3"
                
                    >Affordable Housing Programs</td>
                
                
                    <td
                    id="ce8546b3"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="4"
                    data-j="4"
                




    data-spans__4__4



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fulltime-Regular&#39;"
                    data-value-str="Fulltime-Regular"
                
                    data-column-idx="4"
                
                    >Fulltime-Regular</td>
                
                
                    <td
                    id="ec8ca0cc"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="4"
                    data-j="5"
                




    data-spans__4__5



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Planning Specialist III&#39;"
                    data-value-str="Planning Specialist III"
                
                    data-column-idx="5"
                
                    >Planning Specialist III</td>
                
                
                    <td
                    id="c0a344bb"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="4"
                    data-j="6"
                




    data-spans__4__6



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;03/05/2007&#39;"
                    data-value-str="03/05/2007"
                
                    data-column-idx="6"
                
                    >03/05/2007</td>
                
                
                    <td
                    id="b98c1804"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="4"
                    data-j="7"
                




    data-spans__4__7



                    rowspan="1"
                    colspan="1"
                    data-value-repr="2007"
                    data-value-str="2007"
                
                    data-column-idx="7"
                
                    >2007</td>
                
                </tr>
            
                </tbody>
            
            
            
                <tbody class="ellided-table-part">
                    <tr>
                    
                        <td
                        
                            ><div class="ellipsis-icon"><svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M9.5 13a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0"/>
    </svg></div></td>
                    
                        <td
                        
                            data-manager="FilterableColumn"
                            data-column-idx="0"
                            data-role="ellipsis"
                        
                            ><div class="ellipsis-icon"><svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M9.5 13a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0"/>
    </svg></div></td>
                    
                        <td
                        
                            data-manager="FilterableColumn"
                            data-column-idx="1"
                            data-role="ellipsis"
                        
                            ><div class="ellipsis-icon"><svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M9.5 13a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0"/>
    </svg></div></td>
                    
                        <td
                        
                            data-manager="FilterableColumn"
                            data-column-idx="2"
                            data-role="ellipsis"
                        
                            ><div class="ellipsis-icon"><svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M9.5 13a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0"/>
    </svg></div></td>
                    
                        <td
                        
                            data-manager="FilterableColumn"
                            data-column-idx="3"
                            data-role="ellipsis"
                        
                            ><div class="ellipsis-icon"><svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M9.5 13a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0"/>
    </svg></div></td>
                    
                        <td
                        
                            data-manager="FilterableColumn"
                            data-column-idx="4"
                            data-role="ellipsis"
                        
                            ><div class="ellipsis-icon"><svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M9.5 13a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0"/>
    </svg></div></td>
                    
                        <td
                        
                            data-manager="FilterableColumn"
                            data-column-idx="5"
                            data-role="ellipsis"
                        
                            ><div class="ellipsis-icon"><svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M9.5 13a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0"/>
    </svg></div></td>
                    
                        <td
                        
                            data-manager="FilterableColumn"
                            data-column-idx="6"
                            data-role="ellipsis"
                        
                            ><div class="ellipsis-icon"><svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M9.5 13a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0"/>
    </svg></div></td>
                    
                        <td
                        
                            data-manager="FilterableColumn"
                            data-column-idx="7"
                            data-role="ellipsis"
                        
                            ><div class="ellipsis-icon"><svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M9.5 13a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0m0-5a1.5 1.5 0 1 1-3 0 1.5 1.5 0 0 1 3 0"/>
    </svg></div></td>
                    
                    </tr>
                </tbody>
            
            
            
                <tbody>
            
                <tr>
                
                
                    <th
                    id="ae0018d2"
                    class="table-cell ellided-short clickable"
                
                    data-role="index-level-value"
                
                
                    data-manager="SampleTableCell "
                
                    data-i="5"
                    data-j="-1"
                




    data-spans__5__-1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="9223"
                    data-value-str="9223"
                
                    >9223</th>
                
                
                    <td
                    id="ef064eef"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="5"
                    data-j="0"
                




    data-spans__5__0



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;F&#39;"
                    data-value-str="F"
                
                    data-column-idx="0"
                
                    >F</td>
                
                
                    <td
                    id="7b113156"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="5"
                    data-j="1"
                




    data-spans__5__1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;HHS&#39;"
                    data-value-str="HHS"
                
                    data-column-idx="1"
                
                    >HHS</td>
                
                
                    <td
                    id="c2f7bb4c"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="5"
                    data-j="2"
                




    data-spans__5__2



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Department of Health and Human Services&#39;"
                    data-value-str="Department of Health and Human Services"
                
                    data-column-idx="2"
                
                    >Department of Health and Human Services</td>
                
                
                    <td
                    id="b8ec7bce"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="5"
                    data-j="3"
                




    data-spans__5__3



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;School Based Health Centers&#39;"
                    data-value-str="School Based Health Centers"
                
                    data-column-idx="3"
                
                    >School Based Health Centers</td>
                
                
                    <td
                    id="33109f28"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="5"
                    data-j="4"
                




    data-spans__5__4



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fulltime-Regular&#39;"
                    data-value-str="Fulltime-Regular"
                
                    data-column-idx="4"
                
                    >Fulltime-Regular</td>
                
                
                    <td
                    id="e7a19c88"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="5"
                    data-j="5"
                




    data-spans__5__5



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Community Health Nurse II&#39;"
                    data-value-str="Community Health Nurse II"
                
                    data-column-idx="5"
                
                    >Community Health Nurse II</td>
                
                
                    <td
                    id="d399858e"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="5"
                    data-j="6"
                




    data-spans__5__6



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;11/03/2015&#39;"
                    data-value-str="11/03/2015"
                
                    data-column-idx="6"
                
                    >11/03/2015</td>
                
                
                    <td
                    id="02f0b2f2"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="5"
                    data-j="7"
                




    data-spans__5__7



                    rowspan="1"
                    colspan="1"
                    data-value-repr="2015"
                    data-value-str="2015"
                
                    data-column-idx="7"
                
                    >2015</td>
                
                </tr>
            
                <tr>
                
                
                    <th
                    id="871a4991"
                    class="table-cell ellided-short clickable"
                
                    data-role="index-level-value"
                
                
                    data-manager="SampleTableCell "
                
                    data-i="6"
                    data-j="-1"
                




    data-spans__6__-1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="9224"
                    data-value-str="9224"
                
                    >9224</th>
                
                
                    <td
                    id="eed17be4"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="6"
                    data-j="0"
                




    data-spans__6__0



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;F&#39;"
                    data-value-str="F"
                
                    data-column-idx="0"
                
                    >F</td>
                
                
                    <td
                    id="37a9eb0a"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="6"
                    data-j="1"
                




    data-spans__6__1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;FRS&#39;"
                    data-value-str="FRS"
                
                    data-column-idx="1"
                
                    >FRS</td>
                
                
                    <td
                    id="f04eefe4"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="6"
                    data-j="2"
                




    data-spans__6__2



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fire and Rescue Services&#39;"
                    data-value-str="Fire and Rescue Services"
                
                    data-column-idx="2"
                
                    >Fire and Rescue Services</td>
                
                
                    <td
                    id="22246804"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="6"
                    data-j="3"
                




    data-spans__6__3



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Human Resources Division&#39;"
                    data-value-str="Human Resources Division"
                
                    data-column-idx="3"
                
                    >Human Resources Division</td>
                
                
                    <td
                    id="77cee9a2"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="6"
                    data-j="4"
                




    data-spans__6__4



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fulltime-Regular&#39;"
                    data-value-str="Fulltime-Regular"
                
                    data-column-idx="4"
                
                    >Fulltime-Regular</td>
                
                
                    <td
                    id="a40eaf74"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="6"
                    data-j="5"
                




    data-spans__6__5



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fire/Rescue Division Chief&#39;"
                    data-value-str="Fire/Rescue Division Chief"
                
                    data-column-idx="5"
                
                    >Fire/Rescue Division Chief</td>
                
                
                    <td
                    id="517cf5e0"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="6"
                    data-j="6"
                




    data-spans__6__6



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;11/28/1988&#39;"
                    data-value-str="11/28/1988"
                
                    data-column-idx="6"
                
                    >11/28/1988</td>
                
                
                    <td
                    id="7f5f0867"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="6"
                    data-j="7"
                




    data-spans__6__7



                    rowspan="1"
                    colspan="1"
                    data-value-repr="1988"
                    data-value-str="1988"
                
                    data-column-idx="7"
                
                    >1988</td>
                
                </tr>
            
                <tr>
                
                
                    <th
                    id="2001badc"
                    class="table-cell ellided-short clickable"
                
                    data-role="index-level-value"
                
                
                    data-manager="SampleTableCell "
                
                    data-i="7"
                    data-j="-1"
                




    data-spans__7__-1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="9225"
                    data-value-str="9225"
                
                    >9225</th>
                
                
                    <td
                    id="dfcea6a7"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="7"
                    data-j="0"
                




    data-spans__7__0



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;M&#39;"
                    data-value-str="M"
                
                    data-column-idx="0"
                
                    >M</td>
                
                
                    <td
                    id="e0894b8a"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="7"
                    data-j="1"
                




    data-spans__7__1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;HHS&#39;"
                    data-value-str="HHS"
                
                    data-column-idx="1"
                
                    >HHS</td>
                
                
                    <td
                    id="5dc11ba8"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="7"
                    data-j="2"
                




    data-spans__7__2



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Department of Health and Human Services&#39;"
                    data-value-str="Department of Health and Human Services"
                
                    data-column-idx="2"
                
                    >Department of Health and Human Services</td>
                
                
                    <td
                    id="cef47b9e"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="7"
                    data-j="3"
                




    data-spans__7__3



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Child and Adolescent Mental Health Clinic Services&#39;"
                    data-value-str="Child and Adolescent Mental Health Clinic Services"
                
                    data-column-idx="3"
                
                    >Child and Adolescent Mental Health Clinic Services</td>
                
                
                    <td
                    id="c9ad1ff3"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="7"
                    data-j="4"
                




    data-spans__7__4



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Parttime-Regular&#39;"
                    data-value-str="Parttime-Regular"
                
                    data-column-idx="4"
                
                    >Parttime-Regular</td>
                
                
                    <td
                    id="fd2365f5"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="7"
                    data-j="5"
                




    data-spans__7__5



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Medical Doctor IV - Psychiatrist&#39;"
                    data-value-str="Medical Doctor IV - Psychiatrist"
                
                    data-column-idx="5"
                
                    >Medical Doctor IV - Psychiatrist</td>
                
                
                    <td
                    id="b2b277a9"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="7"
                    data-j="6"
                




    data-spans__7__6



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;04/30/2001&#39;"
                    data-value-str="04/30/2001"
                
                    data-column-idx="6"
                
                    >04/30/2001</td>
                
                
                    <td
                    id="b99ec3b6"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="7"
                    data-j="7"
                




    data-spans__7__7



                    rowspan="1"
                    colspan="1"
                    data-value-repr="2001"
                    data-value-str="2001"
                
                    data-column-idx="7"
                
                    >2001</td>
                
                </tr>
            
                <tr>
                
                
                    <th
                    id="c2f745ad"
                    class="table-cell ellided-short clickable"
                
                    data-role="index-level-value"
                
                
                    data-manager="SampleTableCell "
                
                    data-i="8"
                    data-j="-1"
                




    data-spans__8__-1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="9226"
                    data-value-str="9226"
                
                    >9226</th>
                
                
                    <td
                    id="4082fa64"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="8"
                    data-j="0"
                




    data-spans__8__0



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;M&#39;"
                    data-value-str="M"
                
                    data-column-idx="0"
                
                    >M</td>
                
                
                    <td
                    id="7cdd7964"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="8"
                    data-j="1"
                




    data-spans__8__1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;CCL&#39;"
                    data-value-str="CCL"
                
                    data-column-idx="1"
                
                    >CCL</td>
                
                
                    <td
                    id="d45879c5"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="8"
                    data-j="2"
                




    data-spans__8__2



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;County Council&#39;"
                    data-value-str="County Council"
                
                    data-column-idx="2"
                
                    >County Council</td>
                
                
                    <td
                    id="d95eef1d"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="8"
                    data-j="3"
                




    data-spans__8__3



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Council Central Staff&#39;"
                    data-value-str="Council Central Staff"
                
                    data-column-idx="3"
                
                    >Council Central Staff</td>
                
                
                    <td
                    id="0f6c5b92"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="8"
                    data-j="4"
                




    data-spans__8__4



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fulltime-Regular&#39;"
                    data-value-str="Fulltime-Regular"
                
                    data-column-idx="4"
                
                    >Fulltime-Regular</td>
                
                
                    <td
                    id="97179615"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="8"
                    data-j="5"
                




    data-spans__8__5



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Manager II&#39;"
                    data-value-str="Manager II"
                
                    data-column-idx="5"
                
                    >Manager II</td>
                
                
                    <td
                    id="1a44e0eb"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="8"
                    data-j="6"
                




    data-spans__8__6



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;09/05/2006&#39;"
                    data-value-str="09/05/2006"
                
                    data-column-idx="6"
                
                    >09/05/2006</td>
                
                
                    <td
                    id="67747a9a"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="8"
                    data-j="7"
                




    data-spans__8__7



                    rowspan="1"
                    colspan="1"
                    data-value-repr="2006"
                    data-value-str="2006"
                
                    data-column-idx="7"
                
                    >2006</td>
                
                </tr>
            
                <tr>
                
                
                    <th
                    id="22862cae"
                    class="table-cell ellided-short clickable"
                
                    data-role="index-level-value"
                
                
                    data-manager="SampleTableCell "
                
                    data-i="9"
                    data-j="-1"
                




    data-spans__9__-1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="9227"
                    data-value-str="9227"
                
                    >9227</th>
                
                
                    <td
                    id="e6328e94"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="9"
                    data-j="0"
                




    data-spans__9__0



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;M&#39;"
                    data-value-str="M"
                
                    data-column-idx="0"
                
                    >M</td>
                
                
                    <td
                    id="9d99c21e"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="9"
                    data-j="1"
                




    data-spans__9__1



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;DLC&#39;"
                    data-value-str="DLC"
                
                    data-column-idx="1"
                
                    >DLC</td>
                
                
                    <td
                    id="9c3710c4"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="9"
                    data-j="2"
                




    data-spans__9__2



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Department of Liquor Control&#39;"
                    data-value-str="Department of Liquor Control"
                
                    data-column-idx="2"
                
                    >Department of Liquor Control</td>
                
                
                    <td
                    id="899d9fbd"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="9"
                    data-j="3"
                




    data-spans__9__3



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Licensure, Regulation and Education&#39;"
                    data-value-str="Licensure, Regulation and Education"
                
                    data-column-idx="3"
                
                    >Licensure, Regulation and Education</td>
                
                
                    <td
                    id="5de8dfcf"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="9"
                    data-j="4"
                




    data-spans__9__4



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Fulltime-Regular&#39;"
                    data-value-str="Fulltime-Regular"
                
                    data-column-idx="4"
                
                    >Fulltime-Regular</td>
                
                
                    <td
                    id="73072ca3"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="9"
                    data-j="5"
                




    data-spans__9__5



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;Alcohol/Tobacco Enforcement Specialist II&#39;"
                    data-value-str="Alcohol/Tobacco Enforcement Specialist II"
                
                    data-column-idx="5"
                
                    >Alcohol/Tobacco Enforcement Specialist II</td>
                
                
                    <td
                    id="a382dc0e"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="9"
                    data-j="6"
                




    data-spans__9__6



                    rowspan="1"
                    colspan="1"
                    data-value-repr="&#39;01/30/2012&#39;"
                    data-value-str="01/30/2012"
                
                    data-column-idx="6"
                
                    >01/30/2012</td>
                
                
                    <td
                    id="a9337138"
                    class="table-cell ellided-short clickable"
                
                    data-role="dataframe-data"
                
                
                    data-manager="SampleTableCell FilterableColumn"
                
                    data-i="9"
                    data-j="7"
                




    data-spans__9__7



                    rowspan="1"
                    colspan="1"
                    data-value-repr="2012"
                    data-value-str="2012"
                
                    data-column-idx="7"
                
                    >2012</td>
                
                </tr>
            
                </tbody>
            
            
            </table>
        </div>

        <div class="table-footer">
        <div>
            <strong>9,228</strong> rows ✕
            <strong data-manager="ColumnFilterMatchCount"
                data-test="n-columns-display">8</strong> columns.
        </div>
        <div class="keyboard-hints">
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        <div class="column-summary-group columns-in-sample-tab">
        
        
        
        

    <div class="card box-shadow column-summary" id="col_0_in_sample_tab"
        data-name-repr="&#39;gender&#39;"
        data-column-name="gender"
        data-column-idx="0"
     
     
        data-manager="FilterableColumn SampleColumnSummary"
    
         data-role="sample-column" data-hidden >
        <div class="card-header">
            <h3 class="margin-r-m">
            
                <span class="select-all wrap-long-name">gender</span>
            </h3>
            <span>ObjectDType</span>
    <button class="close-card-button"
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            data-role="close-button">
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    </svg>
    </button>
    </div>
        <div class="column-summary-content wrapper">
            <div>
                <dl>
                    <dt>Null values</dt>
                   <dd class="warning">17 (0.2%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>2 (&lt; 0.1%)</dd>
                

                
                
                

                
                
                

                
                </dl>
            </div>

        

        
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                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_0_in_sample_tab-freq-value-0"
                                    data-copy-text="&#39;M&#39;">M</pre>
                            
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        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_0_in_sample_tab-freq-value-1"
                                    data-copy-text="&#39;F&#39;">F</pre>
                            
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    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_0_in_sample_tab-freq-value-list"
                                    data-copy-text="[&#39;M&#39;, &#39;F&#39;]">[&#39;M&#39;, &#39;F&#39;]</pre>
                            
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                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>37 (0.4%)</dd>
                

                
                
                

                
                
                

                
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                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
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                                <pre id="col_1_in_sample_tab-freq-value-0"
                                    data-copy-text="&#39;POL&#39;">POL</pre>
                            
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                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_1_in_sample_tab-freq-value-1"
                                    data-copy-text="&#39;HHS&#39;">HHS</pre>
                            
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                            <div class="box" data-test="frequent-value-2">
                                <pre id="col_1_in_sample_tab-freq-value-2"
                                    data-copy-text="&#39;FRS&#39;">FRS</pre>
                            
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                            <div class="box" data-test="frequent-value-3">
                                <pre id="col_1_in_sample_tab-freq-value-3"
                                    data-copy-text="&#39;DOT&#39;">DOT</pre>
                            
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                            <div class="box" data-test="frequent-value-4">
                                <pre id="col_1_in_sample_tab-freq-value-4"
                                    data-copy-text="&#39;COR&#39;">COR</pre>
                            
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                            <div class="box" data-test="frequent-value-5">
                                <pre id="col_1_in_sample_tab-freq-value-5"
                                    data-copy-text="&#39;DLC&#39;">DLC</pre>
                            
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                            <div class="box" data-test="frequent-value-6">
                                <pre id="col_1_in_sample_tab-freq-value-6"
                                    data-copy-text="&#39;DGS&#39;">DGS</pre>
                            
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                            <div class="box" data-test="frequent-value-7">
                                <pre id="col_1_in_sample_tab-freq-value-7"
                                    data-copy-text="&#39;LIB&#39;">LIB</pre>
                            
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                            <div class="box" data-test="frequent-value-8">
                                <pre id="col_1_in_sample_tab-freq-value-8"
                                    data-copy-text="&#39;DPS&#39;">DPS</pre>
                            
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                            <div class="box" data-test="frequent-value-9">
                                <pre id="col_1_in_sample_tab-freq-value-9"
                                    data-copy-text="&#39;SHF&#39;">SHF</pre>
                            
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                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_1_in_sample_tab-freq-value-list"
                                    data-copy-text="[&#39;POL&#39;, &#39;HHS&#39;, &#39;FRS&#39;, &#39;DOT&#39;, &#39;COR&#39;, &#39;DLC&#39;, &#39;DGS&#39;, &#39;LIB&#39;, &#39;DPS&#39;, &#39;SHF&#39;]">[&#39;POL&#39;, &#39;HHS&#39;, &#39;FRS&#39;, &#39;DOT&#39;, &#39;COR&#39;, &#39;DLC&#39;, &#39;DGS&#39;, &#39;LIB&#39;, &#39;DPS&#39;, &#39;SHF&#39;]</pre>
                            
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                    </div>
                </details>
            
            </div>
        
        </div>
    </div>
        
        
        

    <div class="card box-shadow column-summary" id="col_2_in_sample_tab"
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                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>37 (0.4%)</dd>
                

                
                
                

                
                
                

                
                </dl>
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        <g id="ytick_3">
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          <g>
           <use xlink:href="#m5f32f3d7d0" x="194.779688" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="187.779688" y="131.51252" transform="rotate(-0 187.779688 131.51252)">Department of Public Libraries</text>
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        </g>
        <g id="ytick_4">
         <g id="line2d_6">
          <g>
           <use xlink:href="#m5f32f3d7d0" x="194.779688" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="187.779688" y="118.15445" transform="rotate(-0 187.779688 118.15445)">Department of General Services</text>
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        <g id="ytick_5">
         <g id="line2d_7">
          <g>
           <use xlink:href="#m5f32f3d7d0" x="194.779688" y="100.99716" style="stroke: #000000; stroke-width: 0.8"/>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="187.779688" y="104.796379" transform="rotate(-0 187.779688 104.796379)">Department of Liquor Control</text>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="187.779688" y="91.438308" transform="rotate(-0 187.779688 91.438308)">Correction and Rehabilitation</text>
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        <g id="ytick_7">
         <g id="line2d_9">
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           <use xlink:href="#m5f32f3d7d0" x="194.779688" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="187.779688" y="78.080238" transform="rotate(-0 187.779688 78.080238)">Department of Transportation</text>
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        </g>
        <g id="ytick_8">
         <g id="line2d_10">
          <g>
           <use xlink:href="#m5f32f3d7d0" x="194.779688" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="187.779688" y="64.722167" transform="rotate(-0 187.779688 64.722167)">Fire and Rescue Services</text>
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         <g id="line2d_11">
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           <use xlink:href="#m5f32f3d7d0" x="194.779688" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="187.779688" y="51.364097" transform="rotate(-0 187.779688 51.364097)">Department of Health and Human…‎</text>
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        <g id="ytick_10">
         <g id="line2d_12">
          <g>
           <use xlink:href="#m5f32f3d7d0" x="194.779688" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="187.779688" y="38.006026" transform="rotate(-0 187.779688 38.006026)">Department of Police</text>
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="210.370019" y="76.488519" transform="rotate(-0 210.370019 76.488519)"> 13.3%</text>
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="213.53085" y="63.130449" transform="rotate(-0 213.53085 63.130449)"> 14.2%</text>
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="222.641479" y="49.772378" transform="rotate(-0 222.641479 49.772378)"> 16.9%</text>
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="213.724528" y="129.920801" transform="rotate(-0 213.724528 129.920801)">4.1%</text>
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="214.802929" y="116.562731" transform="rotate(-0 214.802929 116.562731)">4.4%</text>
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="214.951674" y="103.20466" transform="rotate(-0 214.951674 103.20466)">4.4%</text>
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                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_2_in_sample_tab-freq-value-0"
                                    data-copy-text="&#39;Department of Police&#39;">Department of Police</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_2_in_sample_tab-freq-value-0">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_2_in_sample_tab-freq-value-1"
                                    data-copy-text="&#39;Department of Health and Human Services&#39;">Department of Health and Human Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_2_in_sample_tab-freq-value-1">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-2">
                                <pre id="col_2_in_sample_tab-freq-value-2"
                                    data-copy-text="&#39;Fire and Rescue Services&#39;">Fire and Rescue Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_2_in_sample_tab-freq-value-2">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-3">
                                <pre id="col_2_in_sample_tab-freq-value-3"
                                    data-copy-text="&#39;Department of Transportation&#39;">Department of Transportation</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_2_in_sample_tab-freq-value-3">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-4">
                                <pre id="col_2_in_sample_tab-freq-value-4"
                                    data-copy-text="&#39;Correction and Rehabilitation&#39;">Correction and Rehabilitation</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_2_in_sample_tab-freq-value-4">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-5">
                                <pre id="col_2_in_sample_tab-freq-value-5"
                                    data-copy-text="&#39;Department of Liquor Control&#39;">Department of Liquor Control</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_2_in_sample_tab-freq-value-5">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-6">
                                <pre id="col_2_in_sample_tab-freq-value-6"
                                    data-copy-text="&#39;Department of General Services&#39;">Department of General Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_2_in_sample_tab-freq-value-6">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-7">
                                <pre id="col_2_in_sample_tab-freq-value-7"
                                    data-copy-text="&#39;Department of Public Libraries&#39;">Department of Public Libraries</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
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                            <div class="box" data-test="frequent-value-8">
                                <pre id="col_2_in_sample_tab-freq-value-8"
                                    data-copy-text="&#39;Department of Permitting Services&#39;">Department of Permitting Services</pre>
                            
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                            <div class="box" data-test="frequent-value-9">
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                                    data-copy-text="&#34;Sheriff&#39;s Office&#34;">Sheriff&#39;s Office</pre>
                            
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                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_2_in_sample_tab-freq-value-list"
                                    data-copy-text="[&#39;Department of Police&#39;, &#39;Department of Health and Human Services&#39;, &#39;Fire and Rescue Services&#39;, &#39;Department of Transportation&#39;, &#39;Correction and Rehabilitation&#39;, &#39;Department of Liquor Control&#39;, &#39;Department of General Services&#39;, &#39;Department of Public Libraries&#39;, &#39;Department of Permitting Services&#39;, &#34;Sheriff&#39;s Office&#34;]">[&#39;Department of Police&#39;, &#39;Department of Health and Human Services&#39;, &#39;Fire and Rescue Services&#39;, &#39;Department of Transportation&#39;, &#39;Correction and Rehabilitation&#39;, &#39;Department of Liquor Control&#39;, &#39;Department of General Services&#39;, &#39;Department of Public Libraries&#39;, &#39;Department of Permitting Services&#39;, &#34;Sheriff&#39;s Office&#34;]</pre>
                            
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                    <dt>Null values</dt>
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                    <dt>Unique values</dt>
                    <dd>694 (7.5%)</dd>
                

                
                
                

                
                
                

                
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="192.839955" y="76.488519" transform="rotate(-0 192.839955 76.488519)">  2.4%</text>
       </g>
       <g id="text_18">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="204.72567" y="63.130449" transform="rotate(-0 204.72567 63.130449)">  3.0%</text>
       </g>
       <g id="text_19">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="209.52567" y="49.772378" transform="rotate(-0 209.52567 49.772378)">  3.2%</text>
       </g>
       <g id="text_20">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="209.754241" y="36.414308" transform="rotate(-0 209.754241 36.414308)">  3.3%</text>
       </g>
       <g id="text_21">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="207.268527" y="156.636942" transform="rotate(-0 207.268527 156.636942)">1.5%</text>
       </g>
       <g id="text_22">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="210.011384" y="143.278872" transform="rotate(-0 210.011384 143.278872)">1.6%</text>
       </g>
       <g id="text_23">
        <text style="font-size: 12px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="207.182813" y="16.318125" transform="rotate(-0 207.182813 16.318125)">10 most frequent</text>
       </g>
      </g>
     </g>
     <defs>
      <clipPath id="p90ee3023c3">
       <rect x="171.182813" y="22.318125" width="72" height="144"/>
      </clipPath>
     </defs>
    </svg>

                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_3_in_sample_tab-freq-value-0"
                                    data-copy-text="&#39;School Health Services&#39;">School Health Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-0">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_3_in_sample_tab-freq-value-1"
                                    data-copy-text="&#39;Transit Silver Spring Ride On&#39;">Transit Silver Spring Ride On</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-1">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-2">
                                <pre id="col_3_in_sample_tab-freq-value-2"
                                    data-copy-text="&#39;Transit Gaithersburg Ride On&#39;">Transit Gaithersburg Ride On</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-2">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-3">
                                <pre id="col_3_in_sample_tab-freq-value-3"
                                    data-copy-text="&#39;Highway Services&#39;">Highway Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-3">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-4">
                                <pre id="col_3_in_sample_tab-freq-value-4"
                                    data-copy-text="&#39;Child Welfare Services&#39;">Child Welfare Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-4">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-5">
                                <pre id="col_3_in_sample_tab-freq-value-5"
                                    data-copy-text="&#39;FSB Traffic Division School Safety Section&#39;">FSB Traffic Division School Safety Section</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-5">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-6">
                                <pre id="col_3_in_sample_tab-freq-value-6"
                                    data-copy-text="&#39;Income Supports&#39;">Income Supports</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-6">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-7">
                                <pre id="col_3_in_sample_tab-freq-value-7"
                                    data-copy-text="&#39;PSB 3rd District Patrol&#39;">PSB 3rd District Patrol</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-7">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-8">
                                <pre id="col_3_in_sample_tab-freq-value-8"
                                    data-copy-text="&#39;PSB 4th District Patrol&#39;">PSB 4th District Patrol</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-8">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-9">
                                <pre id="col_3_in_sample_tab-freq-value-9"
                                    data-copy-text="&#39;Transit Nicholson Ride On&#39;">Transit Nicholson Ride On</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-9">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_3_in_sample_tab-freq-value-list"
                                    data-copy-text="[&#39;School Health Services&#39;, &#39;Transit Silver Spring Ride On&#39;, &#39;Transit Gaithersburg Ride On&#39;, &#39;Highway Services&#39;, &#39;Child Welfare Services&#39;, &#39;FSB Traffic Division School Safety Section&#39;, &#39;Income Supports&#39;, &#39;PSB 3rd District Patrol&#39;, &#39;PSB 4th District Patrol&#39;, &#39;Transit Nicholson Ride On&#39;]">[&#39;School Health Services&#39;, &#39;Transit Silver Spring Ride On&#39;, &#39;Transit Gaithersburg Ride On&#39;, &#39;Highway Services&#39;, &#39;Child Welfare Services&#39;, &#39;FSB Traffic Division School Safety Section&#39;, &#39;Income Supports&#39;, &#39;PSB 3rd District Patrol&#39;, &#39;PSB 4th District Patrol&#39;, &#39;Transit Nicholson Ride On&#39;]</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3_in_sample_tab-freq-value-list">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>
                        </div>
                    </div>
                </details>
            
            </div>
        
        </div>
    </div>
        
        
        

    <div class="card box-shadow column-summary" id="col_4_in_sample_tab"
        data-name-repr="&#39;assignment_category&#39;"
        data-column-name="assignment_category"
        data-column-idx="4"
     
     
        data-manager="FilterableColumn SampleColumnSummary"
    
         data-role="sample-column" data-hidden >
        <div class="card-header">
            <h3 class="margin-r-m">
            
                <span class="select-all wrap-long-name">assignment_category</span>
            </h3>
            <span>ObjectDType</span>
    <button class="close-card-button"
            type="button"
            data-role="close-button">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M2.146 2.854a.5.5 0 1 1 .708-.708L8 7.293l5.146-5.147a.5.5 0 0 1 .708.708L8.707 8l5.147 5.146a.5.5 0 0 1-.708.708L8 8.707l-5.146 5.147a.5.5 0 0 1-.708-.708L7.293 8z"/>
    </svg>
    </button>
    </div>
        <div class="column-summary-content wrapper">
            <div>
                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>2 (&lt; 0.1%)</dd>
                

                
                
                

                
                
                

                
                </dl>
            </div>

        

        
            <div>
                <div class="margin-t-m" data-svg-needs-adjust-viewbox>
                    <?xml version="1.0" encoding="utf-8" standalone="no"?>
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      "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
    <svg xmlns:xlink="http://www.w3.org/1999/xlink" width="14.81em" height="4.99em" viewBox="0 0 177.69375 59.878125" xmlns="http://www.w3.org/2000/svg" version="1.1">
     <metadata>
      <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
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                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_4_in_sample_tab-freq-value-0"
                                    data-copy-text="&#39;Fulltime-Regular&#39;">Fulltime-Regular</pre>
                            
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                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_4_in_sample_tab-freq-value-1"
                                    data-copy-text="&#39;Parttime-Regular&#39;">Parttime-Regular</pre>
                            
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                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_4_in_sample_tab-freq-value-list"
                                    data-copy-text="[&#39;Fulltime-Regular&#39;, &#39;Parttime-Regular&#39;]">[&#39;Fulltime-Regular&#39;, &#39;Parttime-Regular&#39;]</pre>
                            
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                            </div>
                        </div>
                    </div>
                </details>
            
            </div>
        
        </div>
    </div>
        
        
        

    <div class="card box-shadow column-summary" id="col_5_in_sample_tab"
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        <div class="column-summary-content wrapper">
            <div>
                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>443 (4.8%)</dd>
                

                
                
                

                
                
                

                
                </dl>
            </div>

        

        
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="78.080238" transform="rotate(-0 173.503125 78.080238)">Manager III</text>
         </g>
        </g>
        <g id="ytick_8">
         <g id="line2d_10">
          <g>
           <use xlink:href="#m1391c0bd95" x="180.503125" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
          </g>
         </g>
         <g id="text_10">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="64.722167" transform="rotate(-0 173.503125 64.722167)">Firefighter/Rescuer III</text>
         </g>
        </g>
        <g id="ytick_9">
         <g id="line2d_11">
          <g>
           <use xlink:href="#m1391c0bd95" x="180.503125" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
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         </g>
         <g id="text_11">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="51.364097" transform="rotate(-0 173.503125 51.364097)">Police Officer III</text>
         </g>
        </g>
        <g id="ytick_10">
         <g id="line2d_12">
          <g>
           <use xlink:href="#m1391c0bd95" x="180.503125" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
          </g>
         </g>
         <g id="text_12">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="38.006026" transform="rotate(-0 173.503125 38.006026)">Bus Operator</text>
         </g>
        </g>
       </g>
       <g id="patch_12">
        <path d="M 180.503125 166.318125 
    L 180.503125 22.318125 
    " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
       </g>
       <g id="patch_13">
        <path d="M 180.503125 166.318125 
    L 252.503125 166.318125 
    " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
       </g>
       <g id="text_13">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="192.204872" y="63.130449" transform="rotate(-0 192.204872 63.130449)">  4.2%</text>
       </g>
       <g id="text_14">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="217.139936" y="49.772378" transform="rotate(-0 217.139936 49.772378)">  6.7%</text>
       </g>
       <g id="text_15">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="219.074554" y="36.414308" transform="rotate(-0 219.074554 36.414308)">  6.9%</text>
       </g>
       <g id="text_16">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="203.237115" y="156.636942" transform="rotate(-0 203.237115 156.636942)">1.8%</text>
       </g>
       <g id="text_17">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="203.881988" y="143.278872" transform="rotate(-0 203.881988 143.278872)">1.9%</text>
       </g>
       <g id="text_18">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="207.428786" y="129.920801" transform="rotate(-0 207.428786 129.920801)">2.2%</text>
       </g>
       <g id="text_19">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="207.751222" y="116.562731" transform="rotate(-0 207.751222 116.562731)">2.2%</text>
       </g>
       <g id="text_20">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="208.933488" y="103.20466" transform="rotate(-0 208.933488 103.20466)">2.4%</text>
       </g>
       <g id="text_21">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="209.040966" y="89.84659" transform="rotate(-0 209.040966 89.84659)">2.4%</text>
       </g>
       <g id="text_22">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="211.620456" y="76.488519" transform="rotate(-0 211.620456 76.488519)">2.6%</text>
       </g>
       <g id="text_23">
        <text style="font-size: 12px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="216.503125" y="16.318125" transform="rotate(-0 216.503125 16.318125)">10 most frequent</text>
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      </g>
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     <defs>
      <clipPath id="p8fc2e7b9e0">
       <rect x="180.503125" y="22.318125" width="72" height="144"/>
      </clipPath>
     </defs>
    </svg>

                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_5_in_sample_tab-freq-value-0"
                                    data-copy-text="&#39;Bus Operator&#39;">Bus Operator</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5_in_sample_tab-freq-value-0">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_5_in_sample_tab-freq-value-1"
                                    data-copy-text="&#39;Police Officer III&#39;">Police Officer III</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5_in_sample_tab-freq-value-1">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-2">
                                <pre id="col_5_in_sample_tab-freq-value-2"
                                    data-copy-text="&#39;Firefighter/Rescuer III&#39;">Firefighter/Rescuer III</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5_in_sample_tab-freq-value-2">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-3">
                                <pre id="col_5_in_sample_tab-freq-value-3"
                                    data-copy-text="&#39;Manager III&#39;">Manager III</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5_in_sample_tab-freq-value-3">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-4">
                                <pre id="col_5_in_sample_tab-freq-value-4"
                                    data-copy-text="&#39;Firefighter/Rescuer II&#39;">Firefighter/Rescuer II</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5_in_sample_tab-freq-value-4">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-5">
                                <pre id="col_5_in_sample_tab-freq-value-5"
                                    data-copy-text="&#39;Master Firefighter/Rescuer&#39;">Master Firefighter/Rescuer</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5_in_sample_tab-freq-value-5">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-6">
                                <pre id="col_5_in_sample_tab-freq-value-6"
                                    data-copy-text="&#39;Office Services Coordinator&#39;">Office Services Coordinator</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5_in_sample_tab-freq-value-6">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-7">
                                <pre id="col_5_in_sample_tab-freq-value-7"
                                    data-copy-text="&#39;School Health Room Technician I&#39;">School Health Room Technician I</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5_in_sample_tab-freq-value-7">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-8">
                                <pre id="col_5_in_sample_tab-freq-value-8"
                                    data-copy-text="&#39;Police Officer II&#39;">Police Officer II</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5_in_sample_tab-freq-value-8">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-9">
                                <pre id="col_5_in_sample_tab-freq-value-9"
                                    data-copy-text="&#39;Community Health Nurse II&#39;">Community Health Nurse II</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5_in_sample_tab-freq-value-9">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_5_in_sample_tab-freq-value-list"
                                    data-copy-text="[&#39;Bus Operator&#39;, &#39;Police Officer III&#39;, &#39;Firefighter/Rescuer III&#39;, &#39;Manager III&#39;, &#39;Firefighter/Rescuer II&#39;, &#39;Master Firefighter/Rescuer&#39;, &#39;Office Services Coordinator&#39;, &#39;School Health Room Technician I&#39;, &#39;Police Officer II&#39;, &#39;Community Health Nurse II&#39;]">[&#39;Bus Operator&#39;, &#39;Police Officer III&#39;, &#39;Firefighter/Rescuer III&#39;, &#39;Manager III&#39;, &#39;Firefighter/Rescuer II&#39;, &#39;Master Firefighter/Rescuer&#39;, &#39;Office Services Coordinator&#39;, &#39;School Health Room Technician I&#39;, &#39;Police Officer II&#39;, &#39;Community Health Nurse II&#39;]</pre>
                            
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                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>2,264 (24.5%)</dd>
                

                
                
                

                
                
                

                
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                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
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                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_6_in_sample_tab-freq-value-0"
                                    data-copy-text="&#39;12/12/2016&#39;">12/12/2016</pre>
                            
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                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_6_in_sample_tab-freq-value-1"
                                    data-copy-text="&#39;01/14/2013&#39;">01/14/2013</pre>
                            
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                            <div class="box" data-test="frequent-value-2">
                                <pre id="col_6_in_sample_tab-freq-value-2"
                                    data-copy-text="&#39;02/24/2014&#39;">02/24/2014</pre>
                            
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                            <div class="box" data-test="frequent-value-3">
                                <pre id="col_6_in_sample_tab-freq-value-3"
                                    data-copy-text="&#39;03/10/2014&#39;">03/10/2014</pre>
                            
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                            <div class="box" data-test="frequent-value-4">
                                <pre id="col_6_in_sample_tab-freq-value-4"
                                    data-copy-text="&#39;08/12/2013&#39;">08/12/2013</pre>
                            
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                                <pre id="col_6_in_sample_tab-freq-value-5"
                                    data-copy-text="&#39;09/22/2014&#39;">09/22/2014</pre>
                            
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                            <div class="box" data-test="frequent-value-6">
                                <pre id="col_6_in_sample_tab-freq-value-6"
                                    data-copy-text="&#39;10/06/2014&#39;">10/06/2014</pre>
                            
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                            <div class="box" data-test="frequent-value-7">
                                <pre id="col_6_in_sample_tab-freq-value-7"
                                    data-copy-text="&#39;03/19/2007&#39;">03/19/2007</pre>
                            
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                            <div class="box" data-test="frequent-value-8">
                                <pre id="col_6_in_sample_tab-freq-value-8"
                                    data-copy-text="&#39;07/29/2013&#39;">07/29/2013</pre>
                            
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                            <div class="box" data-test="frequent-value-9">
                                <pre id="col_6_in_sample_tab-freq-value-9"
                                    data-copy-text="&#39;07/16/2012&#39;">07/16/2012</pre>
                            
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                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_6_in_sample_tab-freq-value-list"
                                    data-copy-text="[&#39;12/12/2016&#39;, &#39;01/14/2013&#39;, &#39;02/24/2014&#39;, &#39;03/10/2014&#39;, &#39;08/12/2013&#39;, &#39;09/22/2014&#39;, &#39;10/06/2014&#39;, &#39;03/19/2007&#39;, &#39;07/29/2013&#39;, &#39;07/16/2012&#39;]">[&#39;12/12/2016&#39;, &#39;01/14/2013&#39;, &#39;02/24/2014&#39;, &#39;03/10/2014&#39;, &#39;08/12/2013&#39;, &#39;09/22/2014&#39;, &#39;10/06/2014&#39;, &#39;03/19/2007&#39;, &#39;07/29/2013&#39;, &#39;07/16/2012&#39;]</pre>
                            
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                    </div>
                </details>
            
            </div>
        
        </div>
    </div>
        
        
        

    <div class="card box-shadow column-summary" id="col_7_in_sample_tab"
        data-name-repr="&#39;year_first_hired&#39;"
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        <div class="column-summary-content wrapper">
            <div>
                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>51 (0.6%)</dd>
                

                
                
                

                
                    <dt>Mean ± Std</dt>
                    <dd>2.00e+03 ±
                        9.33
                    
                    </dd>
                
                
                    <dt>Median ± IQR</dt>
                    <dd>2,005 ±
                        14
                    
                    </dd>

                    <dt>Min | Max</dt>
                    <dd>
                        <span class="min-value">1,965</span> |
                        <span class="max-value">2,016</span>
                    
                    </dd>
                
                

                
                </dl>
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    </article>

    <div data-hidden
         data-hide-on="NON_EMPTY_COLUMN_FILTER_SELECTED"
         data-show-on="EMPTY_COLUMN_FILTER_SELECTED"
         class="text wrapper">
    <p>
    No columns match the selected filter: <strong data-manager="ColumnFilterName"></strong>. You can change the column filter in the dropdown menu above.
    </p>
    <p>
        <button type="button"
                data-manager="ResetColumnFilter"
                data-test="show-all-columns-button">Show all columns</button>
    </p>
    </div>
    </div>
    <div class="tab-panel" id="summary-statistics-panel" data-hidden
        data-test="summary-statistics-panel">
    



    <article class="wrapper relative margin-t-s" data-show-on="NON_EMPTY_COLUMN_FILTER_SELECTED"
        data-hide-on="EMPTY_COLUMN_FILTER_SELECTED">
        <div class="horizontal-scroll"
             data-manager="StickyColTableScroller"
             data-sticky-col="2">
            <table class="pure-table pure-table-bordered summary-stats-table"
                data-manager="SortableTable">
                <thead>
                    <tr>
                    
    <th class="sort-button-group-wrapper  " scope="col">
    
        <span class="margin-r-m">Column</span>
    
        <div class="sort-button-group">
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="ascending" title="Sort from first column to last column">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.438 1.668V7H11.39V2.684h-.051l-1.211.859v-.969l1.262-.906h1.046z"/>
      <path fill-rule="evenodd" d="M11.36 14.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.835 1.973-1.835 1.09 0 2.063.636 2.063 2.687 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="descending" title="Sort from last column to first column">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M11.36 7.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.836 1.973-1.836 1.09 0 2.063.637 2.063 2.688 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
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            </button>
        </div>
    </th>

                    
    <th class="sort-button-group-wrapper  ellided" scope="col">
    
        <span class="margin-r-m">Column name</span>
    
        <div class="sort-button-group">
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="ascending" title="Sort by column name from A to Z">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M10.082 5.629 9.664 7H8.598l1.789-5.332h1.234L13.402 7h-1.12l-.419-1.371zm1.57-.785L11 2.687h-.047l-.652 2.157z"/>
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    </svg>
            
            </button>
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="descending" title="Sort by column name from Z to A">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.96 7H9.028v-.691l2.579-3.72v-.054H9.098v-.867h3.785v.691l-2.567 3.72v.054h2.645z"/>
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            </button>
        </div>
    </th>

                    
    <th class="sort-button-group-wrapper  " scope="col">
    
        <span class="margin-r-m">dtype</span>
    
        <div class="sort-button-group">
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="ascending" title="Sort by dtype from A to Z">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M10.082 5.629 9.664 7H8.598l1.789-5.332h1.234L13.402 7h-1.12l-.419-1.371zm1.57-.785L11 2.687h-.047l-.652 2.157z"/>
      <path d="M12.96 14H9.028v-.691l2.579-3.72v-.054H9.098v-.867h3.785v.691l-2.567 3.72v.054h2.645zM4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="descending" title="Sort by dtype from Z to A">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.96 7H9.028v-.691l2.579-3.72v-.054H9.098v-.867h3.785v.691l-2.567 3.72v.054h2.645z"/>
      <path fill-rule="evenodd" d="M10.082 12.629 9.664 14H8.598l1.789-5.332h1.234L13.402 14h-1.12l-.419-1.371zm1.57-.785L11 9.688h-.047l-.652 2.156z"/>
      <path d="M4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
        </div>
    </th>

                    

    <th class="sort-button-group-wrapper  " scope="col">
    
        <span class="margin-r-m">Null values</span>
    
        <div class="sort-button-group">
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="ascending" title="Sort from columns with the fewest null values to columns with the most null values">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.438 1.668V7H11.39V2.684h-.051l-1.211.859v-.969l1.262-.906h1.046z"/>
      <path fill-rule="evenodd" d="M11.36 14.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.835 1.973-1.835 1.09 0 2.063.636 2.063 2.687 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="descending" title="Sort from columns with the most null values to columns with the fewest null values">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M11.36 7.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.836 1.973-1.836 1.09 0 2.063.637 2.063 2.688 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M12.438 8.668V14H11.39V9.684h-.051l-1.211.859v-.969l1.262-.906h1.046zM4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
        </div>
    </th>


                    

    <th class="sort-button-group-wrapper  " scope="col">
    
        <span class="margin-r-m">Unique values</span>
    
        <div class="sort-button-group">
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="ascending" title="Sort from columns with the fewest unique values to columns with the most unique values">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.438 1.668V7H11.39V2.684h-.051l-1.211.859v-.969l1.262-.906h1.046z"/>
      <path fill-rule="evenodd" d="M11.36 14.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.835 1.973-1.835 1.09 0 2.063.636 2.063 2.687 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="descending" title="Sort from columns with the most unique values to columns with the fewest unique values">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M11.36 7.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.836 1.973-1.836 1.09 0 2.063.637 2.063 2.688 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M12.438 8.668V14H11.39V9.684h-.051l-1.211.859v-.969l1.262-.906h1.046zM4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
        </div>
    </th>


                    

    <th class="sort-button-group-wrapper  " scope="col">
    
        <span class="margin-r-m">Mean</span>
    
        <div class="sort-button-group">
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="ascending" title="Sort from columns with the lowest mean to columns with the highest mean">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.438 1.668V7H11.39V2.684h-.051l-1.211.859v-.969l1.262-.906h1.046z"/>
      <path fill-rule="evenodd" d="M11.36 14.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.835 1.973-1.835 1.09 0 2.063.636 2.063 2.687 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
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    </svg>
            
            </button>
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="descending" title="Sort from columns with the highest mean to columns with the lowest mean">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M11.36 7.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.836 1.973-1.836 1.09 0 2.063.637 2.063 2.688 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M12.438 8.668V14H11.39V9.684h-.051l-1.211.859v-.969l1.262-.906h1.046zM4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
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            </button>
        </div>
    </th>


                    

    <th class="sort-button-group-wrapper  " scope="col">
    
        <span class="margin-r-m">Std</span>
    
        <div class="sort-button-group">
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="ascending" title="Sort from columns with the lowest standard deviation to columns with the highest standard deviation">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.438 1.668V7H11.39V2.684h-.051l-1.211.859v-.969l1.262-.906h1.046z"/>
      <path fill-rule="evenodd" d="M11.36 14.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.835 1.973-1.835 1.09 0 2.063.636 2.063 2.687 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="descending" title="Sort from columns with the highest standard deviation to columns with the lowest standard deviation">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M11.36 7.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.836 1.973-1.836 1.09 0 2.063.637 2.063 2.688 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M12.438 8.668V14H11.39V9.684h-.051l-1.211.859v-.969l1.262-.906h1.046zM4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
        </div>
    </th>


                    

    <th class="sort-button-group-wrapper  " scope="col">
    
        <span class="margin-r-m">Min</span>
    
        <div class="sort-button-group">
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="ascending" title="Sort from columns with the lowest minimum value to columns with the highest minimum value">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.438 1.668V7H11.39V2.684h-.051l-1.211.859v-.969l1.262-.906h1.046z"/>
      <path fill-rule="evenodd" d="M11.36 14.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.835 1.973-1.835 1.09 0 2.063.636 2.063 2.687 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="descending" title="Sort from columns with the highest minimum value to columns with the lowest minimum value">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M11.36 7.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.836 1.973-1.836 1.09 0 2.063.637 2.063 2.688 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M12.438 8.668V14H11.39V9.684h-.051l-1.211.859v-.969l1.262-.906h1.046zM4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
        </div>
    </th>


                    

    <th class="sort-button-group-wrapper  " scope="col">
    
        <span class="margin-r-m">Median</span>
    
        <div class="sort-button-group">
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="ascending" title="Sort from columns with the lowest median to columns with the highest median">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.438 1.668V7H11.39V2.684h-.051l-1.211.859v-.969l1.262-.906h1.046z"/>
      <path fill-rule="evenodd" d="M11.36 14.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.835 1.973-1.835 1.09 0 2.063.636 2.063 2.687 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="descending" title="Sort from columns with the highest median to columns with the lowest median">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M11.36 7.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.836 1.973-1.836 1.09 0 2.063.637 2.063 2.688 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M12.438 8.668V14H11.39V9.684h-.051l-1.211.859v-.969l1.262-.906h1.046zM4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
        </div>
    </th>


                    

    <th class="sort-button-group-wrapper  " scope="col">
    
        <span class="margin-r-m">Max</span>
    
        <div class="sort-button-group">
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="ascending" title="Sort from columns with the lowest maximum value to columns with the highest maximum value">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.438 1.668V7H11.39V2.684h-.051l-1.211.859v-.969l1.262-.906h1.046z"/>
      <path fill-rule="evenodd" d="M11.36 14.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.835 1.973-1.835 1.09 0 2.063.636 2.063 2.687 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
            <button class="sort-button" type="button" data-role="sort-button"
                data-direction="descending" title="Sort from columns with the highest maximum value to columns with the lowest maximum value">
            
                <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M11.36 7.098c-1.137 0-1.708-.657-1.762-1.278h1.004c.058.223.343.45.773.45.824 0 1.164-.829 1.133-1.856h-.059c-.148.39-.57.742-1.261.742-.91 0-1.72-.613-1.72-1.758 0-1.148.848-1.836 1.973-1.836 1.09 0 2.063.637 2.063 2.688 0 1.867-.723 2.848-2.145 2.848zm.062-2.735c.504 0 .933-.336.933-.972 0-.633-.398-1.008-.94-1.008-.52 0-.927.375-.927 1 0 .64.418.98.934.98"/>
      <path d="M12.438 8.668V14H11.39V9.684h-.051l-1.211.859v-.969l1.262-.906h1.046zM4.5 2.5a.5.5 0 0 0-1 0v9.793l-1.146-1.147a.5.5 0 0 0-.708.708l2 1.999.007.007a.497.497 0 0 0 .7-.006l2-2a.5.5 0 0 0-.707-.708L4.5 12.293z"/>
    </svg>
            
            </button>
        </div>
    </th>


                    </tr>
                </thead>
                <tbody>
                
                    <tr data-manager="FilterableColumn" data-column-name="gender"
                        data-column-idx="0"
                        data-dataframe-column-idx="0">
                        <td data-value="0" data-numeric>0
                        </td>
                        <td class="ellided">gender</td>
                        <td>ObjectDType</td>
                        <td class="warning"
                            data-value="17" data-numeric>
                            17 (0.2%)
                        </td>

                    
                        <td data-value="2" data-numeric>
                            2 (&lt; 0.1%)
                        </td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    </tr>
                
                    <tr data-manager="FilterableColumn" data-column-name="department"
                        data-column-idx="1"
                        data-dataframe-column-idx="1">
                        <td data-value="1" data-numeric>1
                        </td>
                        <td class="ellided">department</td>
                        <td>ObjectDType</td>
                        <td class="ok"
                            data-value="0" data-numeric>
                            0 (0.0%)
                        </td>

                    
                        <td data-value="37" data-numeric>
                            37 (0.4%)
                        </td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    </tr>
                
                    <tr data-manager="FilterableColumn" data-column-name="department_name"
                        data-column-idx="2"
                        data-dataframe-column-idx="2">
                        <td data-value="2" data-numeric>2
                        </td>
                        <td class="ellided">department_name</td>
                        <td>ObjectDType</td>
                        <td class="ok"
                            data-value="0" data-numeric>
                            0 (0.0%)
                        </td>

                    
                        <td data-value="37" data-numeric>
                            37 (0.4%)
                        </td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    </tr>
                
                    <tr data-manager="FilterableColumn" data-column-name="division"
                        data-column-idx="3"
                        data-dataframe-column-idx="3">
                        <td data-value="3" data-numeric>3
                        </td>
                        <td class="ellided">division</td>
                        <td>ObjectDType</td>
                        <td class="ok"
                            data-value="0" data-numeric>
                            0 (0.0%)
                        </td>

                    
                        <td data-value="694" data-numeric>
                            694 (7.5%)
                        </td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    </tr>
                
                    <tr data-manager="FilterableColumn" data-column-name="assignment_category"
                        data-column-idx="4"
                        data-dataframe-column-idx="4">
                        <td data-value="4" data-numeric>4
                        </td>
                        <td class="ellided">assignment_category</td>
                        <td>ObjectDType</td>
                        <td class="ok"
                            data-value="0" data-numeric>
                            0 (0.0%)
                        </td>

                    
                        <td data-value="2" data-numeric>
                            2 (&lt; 0.1%)
                        </td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    </tr>
                
                    <tr data-manager="FilterableColumn" data-column-name="employee_position_title"
                        data-column-idx="5"
                        data-dataframe-column-idx="5">
                        <td data-value="5" data-numeric>5
                        </td>
                        <td class="ellided">employee_position_title</td>
                        <td>ObjectDType</td>
                        <td class="ok"
                            data-value="0" data-numeric>
                            0 (0.0%)
                        </td>

                    
                        <td data-value="443" data-numeric>
                            443 (4.8%)
                        </td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    </tr>
                
                    <tr data-manager="FilterableColumn" data-column-name="date_first_hired"
                        data-column-idx="6"
                        data-dataframe-column-idx="6">
                        <td data-value="6" data-numeric>6
                        </td>
                        <td class="ellided">date_first_hired</td>
                        <td>ObjectDType</td>
                        <td class="ok"
                            data-value="0" data-numeric>
                            0 (0.0%)
                        </td>

                    
                        <td data-value="2264" data-numeric>
                            2264 (24.5%)
                        </td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                        <td data-value="nan" data-numeric></td>
                    

                    </tr>
                
                    <tr data-manager="FilterableColumn" data-column-name="year_first_hired"
                        data-column-idx="7"
                        data-dataframe-column-idx="7">
                        <td data-value="7" data-numeric>7
                        </td>
                        <td class="ellided">year_first_hired</td>
                        <td>Int64DType</td>
                        <td class="ok"
                            data-value="0" data-numeric>
                            0 (0.0%)
                        </td>

                    
                        <td data-value="51" data-numeric>
                            51 (0.6%)
                        </td>
                    

                    
                        <td data-value="2003.5975292587777" data-numeric>
                            2.00e+03</td>
                        <td data-value="9.327078245943364" data-numeric>
                            9.33</td>
                    

                    
                        <td data-value="1965" data-numeric>
                            1,965</td>
                        <td data-value="2005" data-numeric>
                            2,005</td>
                        <td data-value="2016" data-numeric>
                            2,016</td>
                    

                    </tr>
                
                </tbody>
            </table>
        </div>
    </article>

    <div data-hidden
         data-hide-on="NON_EMPTY_COLUMN_FILTER_SELECTED"
         data-show-on="EMPTY_COLUMN_FILTER_SELECTED"
         class="text wrapper">
    <p>
    No columns match the selected filter: <strong data-manager="ColumnFilterName"></strong>. You can change the column filter in the dropdown menu above.
    </p>
    <p>
        <button type="button"
                data-manager="ResetColumnFilter"
                data-test="show-all-columns-button">Show all columns</button>
    </p>
    </div>
    </div>
    <div class="tab-panel" id="column-summaries-panel" data-hidden
        data-test="summaries-panel">
    

    <article class="wrapper margin-t-s flow"
             data-show-on="NON_EMPTY_COLUMN_FILTER_SELECTED"
             data-hide-on="EMPTY_COLUMN_FILTER_SELECTED">
        <div class="flex">
            <div class="box">
            <pre id="selected-columns-display" data-manager="SelectedColumnsDisplay"></pre>
        
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="selected-columns-display">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

            </div>
        </div>
        <div class="flex flex-wrap toggletip-wrapper column-selection-buttons">
            <div class="toggletip" data-manager="Toggletip">
            <button type="button" class="toggletip">i</button>
            <div class="toggletip-info box-shadow">
                To construct a list of column names that you can easily copy-paste
                (in the box above), select some columns using the checkboxes next
                to the column names or the "Select all" button.
            </div>
        </div>
        <button type="button"
                data-test="select-all-columns"
                data-manager="SelectAllVisibleColumns">Select all</button>
        <button type="button"
                data-test="deselect-all-columns"
                data-manager="DeselectAllColumns">Deselect all</button>
        </div>
        <div class="column-summary-group">
        
        
        

    <div class="card box-shadow column-summary" id="col_0"
        data-name-repr="&#39;gender&#39;"
        data-column-name="gender"
        data-column-idx="0"
     
     
        data-manager="FilterableColumn "
    
    
        data-role="selectable-column" >
        <div class="card-header">
            <h3 class="margin-r-m">
            
                <input data-role="select-column-checkbox"
                    data-manager="SelectColumnCheckBox" type="checkbox">
            
                <span class="select-all wrap-long-name">gender</span>
            </h3>
            <span>ObjectDType</span></div>
        <div class="column-summary-content wrapper">
            <div>
                <dl>
                    <dt>Null values</dt>
                   <dd class="warning">17 (0.2%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>2 (&lt; 0.1%)</dd>
                

                
                
                

                
                
                

                
                </dl>
            </div>

        

        
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                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_0-freq-value-0"
                                    data-copy-text="&#39;M&#39;">M</pre>
                            
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                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_0-freq-value-1"
                                    data-copy-text="&#39;F&#39;">F</pre>
                            
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                                <pre id="col_0-freq-value-list"
                                    data-copy-text="[&#39;M&#39;, &#39;F&#39;]">[&#39;M&#39;, &#39;F&#39;]</pre>
                            
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                </details>
            
            </div>
        
        </div>
    </div>
        
        
        

    <div class="card box-shadow column-summary" id="col_1"
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        data-column-name="department"
        data-column-idx="1"
     
     
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        data-role="selectable-column" >
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        <div class="column-summary-content wrapper">
            <div>
                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>37 (0.4%)</dd>
                

                
                
                

                
                
                

                
                </dl>
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="51.593457" y="76.488519" transform="rotate(-0 51.593457 76.488519)"> 13.3%</text>
       </g>
       <g id="text_14">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="54.754287" y="63.130449" transform="rotate(-0 54.754287 63.130449)"> 14.2%</text>
       </g>
       <g id="text_15">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="63.864916" y="49.772378" transform="rotate(-0 63.864916 49.772378)"> 16.9%</text>
       </g>
       <g id="text_16">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="74.574554" y="36.414308" transform="rotate(-0 74.574554 36.414308)"> 20.0%</text>
       </g>
       <g id="text_17">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="47.696648" y="156.636942" transform="rotate(-0 47.696648 156.636942)">2.0%</text>
       </g>
       <g id="text_18">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="49.221284" y="143.278872" transform="rotate(-0 49.221284 143.278872)">2.4%</text>
       </g>
       <g id="text_19">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="54.947965" y="129.920801" transform="rotate(-0 54.947965 129.920801)">4.1%</text>
       </g>
       <g id="text_20">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="56.026366" y="116.562731" transform="rotate(-0 56.026366 116.562731)">4.4%</text>
       </g>
       <g id="text_21">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="56.175111" y="103.20466" transform="rotate(-0 56.175111 103.20466)">4.4%</text>
       </g>
       <g id="text_22">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="58.926893" y="89.84659" transform="rotate(-0 58.926893 89.84659)">5.2%</text>
       </g>
       <g id="text_23">
        <text style="font-size: 12px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="72.003125" y="16.318125" transform="rotate(-0 72.003125 16.318125)">10 most frequent</text>
       </g>
      </g>
     </g>
     <defs>
      <clipPath id="p0b21cab500">
       <rect x="36.003125" y="22.318125" width="72" height="144"/>
      </clipPath>
     </defs>
    </svg>

                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_1-freq-value-0"
                                    data-copy-text="&#39;POL&#39;">POL</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-0">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_1-freq-value-1"
                                    data-copy-text="&#39;HHS&#39;">HHS</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-1">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-2">
                                <pre id="col_1-freq-value-2"
                                    data-copy-text="&#39;FRS&#39;">FRS</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-2">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-3">
                                <pre id="col_1-freq-value-3"
                                    data-copy-text="&#39;DOT&#39;">DOT</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-3">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-4">
                                <pre id="col_1-freq-value-4"
                                    data-copy-text="&#39;COR&#39;">COR</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-4">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-5">
                                <pre id="col_1-freq-value-5"
                                    data-copy-text="&#39;DLC&#39;">DLC</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-5">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-6">
                                <pre id="col_1-freq-value-6"
                                    data-copy-text="&#39;DGS&#39;">DGS</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-6">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-7">
                                <pre id="col_1-freq-value-7"
                                    data-copy-text="&#39;LIB&#39;">LIB</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-7">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-8">
                                <pre id="col_1-freq-value-8"
                                    data-copy-text="&#39;DPS&#39;">DPS</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-8">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-9">
                                <pre id="col_1-freq-value-9"
                                    data-copy-text="&#39;SHF&#39;">SHF</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-9">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_1-freq-value-list"
                                    data-copy-text="[&#39;POL&#39;, &#39;HHS&#39;, &#39;FRS&#39;, &#39;DOT&#39;, &#39;COR&#39;, &#39;DLC&#39;, &#39;DGS&#39;, &#39;LIB&#39;, &#39;DPS&#39;, &#39;SHF&#39;]">[&#39;POL&#39;, &#39;HHS&#39;, &#39;FRS&#39;, &#39;DOT&#39;, &#39;COR&#39;, &#39;DLC&#39;, &#39;DGS&#39;, &#39;LIB&#39;, &#39;DPS&#39;, &#39;SHF&#39;]</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_1-freq-value-list">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>
                        </div>
                    </div>
                </details>
            
            </div>
        
        </div>
    </div>
        
        
        

    <div class="card box-shadow column-summary" id="col_2"
        data-name-repr="&#39;department_name&#39;"
        data-column-name="department_name"
        data-column-idx="2"
     
     
        data-manager="FilterableColumn "
    
    
        data-role="selectable-column" >
        <div class="card-header">
            <h3 class="margin-r-m">
            
                <input data-role="select-column-checkbox"
                    data-manager="SelectColumnCheckBox" type="checkbox">
            
                <span class="select-all wrap-long-name">department_name</span>
            </h3>
            <span>ObjectDType</span></div>
        <div class="column-summary-content wrapper">
            <div>
                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>37 (0.4%)</dd>
                

                
                
                

                
                
                

                
                </dl>
            </div>

        

        
            <div>
                <div class="margin-t-m" data-svg-needs-adjust-viewbox>
                    <?xml version="1.0" encoding="utf-8" standalone="no"?>
    <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
      "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
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                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_2-freq-value-0"
                                    data-copy-text="&#39;Department of Police&#39;">Department of Police</pre>
                            
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        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
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        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_2-freq-value-1"
                                    data-copy-text="&#39;Department of Health and Human Services&#39;">Department of Health and Human Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_2-freq-value-1">
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    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-2">
                                <pre id="col_2-freq-value-2"
                                    data-copy-text="&#39;Fire and Rescue Services&#39;">Fire and Rescue Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_2-freq-value-2">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
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    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-3">
                                <pre id="col_2-freq-value-3"
                                    data-copy-text="&#39;Department of Transportation&#39;">Department of Transportation</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
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                                <pre id="col_2-freq-value-4"
                                    data-copy-text="&#39;Correction and Rehabilitation&#39;">Correction and Rehabilitation</pre>
                            
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                                <pre id="col_2-freq-value-5"
                                    data-copy-text="&#39;Department of Liquor Control&#39;">Department of Liquor Control</pre>
                            
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                                <pre id="col_2-freq-value-6"
                                    data-copy-text="&#39;Department of General Services&#39;">Department of General Services</pre>
                            
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                                <pre id="col_2-freq-value-7"
                                    data-copy-text="&#39;Department of Public Libraries&#39;">Department of Public Libraries</pre>
                            
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                                <pre id="col_2-freq-value-8"
                                    data-copy-text="&#39;Department of Permitting Services&#39;">Department of Permitting Services</pre>
                            
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                                <pre id="col_2-freq-value-9"
                                    data-copy-text="&#34;Sheriff&#39;s Office&#34;">Sheriff&#39;s Office</pre>
                            
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                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_2-freq-value-list"
                                    data-copy-text="[&#39;Department of Police&#39;, &#39;Department of Health and Human Services&#39;, &#39;Fire and Rescue Services&#39;, &#39;Department of Transportation&#39;, &#39;Correction and Rehabilitation&#39;, &#39;Department of Liquor Control&#39;, &#39;Department of General Services&#39;, &#39;Department of Public Libraries&#39;, &#39;Department of Permitting Services&#39;, &#34;Sheriff&#39;s Office&#34;]">[&#39;Department of Police&#39;, &#39;Department of Health and Human Services&#39;, &#39;Fire and Rescue Services&#39;, &#39;Department of Transportation&#39;, &#39;Correction and Rehabilitation&#39;, &#39;Department of Liquor Control&#39;, &#39;Department of General Services&#39;, &#39;Department of Public Libraries&#39;, &#39;Department of Permitting Services&#39;, &#34;Sheriff&#39;s Office&#34;]</pre>
                            
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="164.182813" y="91.438308" transform="rotate(-0 164.182813 91.438308)">Child Welfare Services</text>
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        <g id="ytick_7">
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          <g>
           <use xlink:href="#m42d347e875" x="171.182813" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
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        <g id="ytick_8">
         <g id="line2d_10">
          <g>
           <use xlink:href="#m42d347e875" x="171.182813" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
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         <g id="text_10">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="164.182813" y="64.722167" transform="rotate(-0 164.182813 64.722167)">Transit Gaithersburg Ride On</text>
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        <g id="ytick_9">
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         <g id="text_11">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="164.182813" y="51.364097" transform="rotate(-0 164.182813 51.364097)">Transit Silver Spring Ride On</text>
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        <g id="ytick_10">
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          <g>
           <use xlink:href="#m42d347e875" x="171.182813" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="164.182813" y="38.006026" transform="rotate(-0 164.182813 38.006026)">School Health Services</text>
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    L 243.182813 166.318125 
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="175.697098" y="129.920801" transform="rotate(-0 175.697098 129.920801)">  1.6%</text>
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="177.068527" y="116.562731" transform="rotate(-0 177.068527 116.562731)">  1.7%</text>
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        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="179.811384" y="103.20466" transform="rotate(-0 179.811384 103.20466)">  1.8%</text>
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       <g id="text_16">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="183.697098" y="89.84659" transform="rotate(-0 183.697098 89.84659)">  2.0%</text>
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       <g id="text_17">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="192.839955" y="76.488519" transform="rotate(-0 192.839955 76.488519)">  2.4%</text>
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       <g id="text_18">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="204.72567" y="63.130449" transform="rotate(-0 204.72567 63.130449)">  3.0%</text>
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       <g id="text_19">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="209.52567" y="49.772378" transform="rotate(-0 209.52567 49.772378)">  3.2%</text>
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       <g id="text_20">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="209.754241" y="36.414308" transform="rotate(-0 209.754241 36.414308)">  3.3%</text>
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       <g id="text_21">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="207.268527" y="156.636942" transform="rotate(-0 207.268527 156.636942)">1.5%</text>
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       <g id="text_22">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="210.011384" y="143.278872" transform="rotate(-0 210.011384 143.278872)">1.6%</text>
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                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_3-freq-value-0"
                                    data-copy-text="&#39;School Health Services&#39;">School Health Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3-freq-value-0">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_3-freq-value-1"
                                    data-copy-text="&#39;Transit Silver Spring Ride On&#39;">Transit Silver Spring Ride On</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3-freq-value-1">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-2">
                                <pre id="col_3-freq-value-2"
                                    data-copy-text="&#39;Transit Gaithersburg Ride On&#39;">Transit Gaithersburg Ride On</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3-freq-value-2">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-3">
                                <pre id="col_3-freq-value-3"
                                    data-copy-text="&#39;Highway Services&#39;">Highway Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3-freq-value-3">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-4">
                                <pre id="col_3-freq-value-4"
                                    data-copy-text="&#39;Child Welfare Services&#39;">Child Welfare Services</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3-freq-value-4">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-5">
                                <pre id="col_3-freq-value-5"
                                    data-copy-text="&#39;FSB Traffic Division School Safety Section&#39;">FSB Traffic Division School Safety Section</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3-freq-value-5">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-6">
                                <pre id="col_3-freq-value-6"
                                    data-copy-text="&#39;Income Supports&#39;">Income Supports</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3-freq-value-6">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-7">
                                <pre id="col_3-freq-value-7"
                                    data-copy-text="&#39;PSB 3rd District Patrol&#39;">PSB 3rd District Patrol</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3-freq-value-7">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-8">
                                <pre id="col_3-freq-value-8"
                                    data-copy-text="&#39;PSB 4th District Patrol&#39;">PSB 4th District Patrol</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3-freq-value-8">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-9">
                                <pre id="col_3-freq-value-9"
                                    data-copy-text="&#39;Transit Nicholson Ride On&#39;">Transit Nicholson Ride On</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_3-freq-value-9">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
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                                <pre id="col_3-freq-value-list"
                                    data-copy-text="[&#39;School Health Services&#39;, &#39;Transit Silver Spring Ride On&#39;, &#39;Transit Gaithersburg Ride On&#39;, &#39;Highway Services&#39;, &#39;Child Welfare Services&#39;, &#39;FSB Traffic Division School Safety Section&#39;, &#39;Income Supports&#39;, &#39;PSB 3rd District Patrol&#39;, &#39;PSB 4th District Patrol&#39;, &#39;Transit Nicholson Ride On&#39;]">[&#39;School Health Services&#39;, &#39;Transit Silver Spring Ride On&#39;, &#39;Transit Gaithersburg Ride On&#39;, &#39;Highway Services&#39;, &#39;Child Welfare Services&#39;, &#39;FSB Traffic Division School Safety Section&#39;, &#39;Income Supports&#39;, &#39;PSB 3rd District Patrol&#39;, &#39;PSB 4th District Patrol&#39;, &#39;Transit Nicholson Ride On&#39;]</pre>
                            
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    <div class="card box-shadow column-summary" id="col_4"
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                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>2 (&lt; 0.1%)</dd>
                

                
                
                

                
                
                

                
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                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_4-freq-value-0"
                                    data-copy-text="&#39;Fulltime-Regular&#39;">Fulltime-Regular</pre>
                            
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                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_4-freq-value-1"
                                    data-copy-text="&#39;Parttime-Regular&#39;">Parttime-Regular</pre>
                            
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                                <pre id="col_4-freq-value-list"
                                    data-copy-text="[&#39;Fulltime-Regular&#39;, &#39;Parttime-Regular&#39;]">[&#39;Fulltime-Regular&#39;, &#39;Parttime-Regular&#39;]</pre>
                            
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    <div class="card box-shadow column-summary" id="col_5"
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        <div class="column-summary-content wrapper">
            <div>
                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>443 (4.8%)</dd>
                

                
                
                

                
                
                

                
                </dl>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="158.228661" transform="rotate(-0 173.503125 158.228661)">Community Health Nurse II</text>
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           <use xlink:href="#m1391c0bd95" x="180.503125" y="141.071372" style="stroke: #000000; stroke-width: 0.8"/>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="144.870591" transform="rotate(-0 173.503125 144.870591)">Police Officer II</text>
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        <g id="ytick_3">
         <g id="line2d_5">
          <g>
           <use xlink:href="#m1391c0bd95" x="180.503125" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
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         </g>
         <g id="text_5">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="131.51252" transform="rotate(-0 173.503125 131.51252)">School Health Room Technician…‎</text>
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        </g>
        <g id="ytick_4">
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           <use xlink:href="#m1391c0bd95" x="180.503125" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="118.15445" transform="rotate(-0 173.503125 118.15445)">Office Services Coordinator</text>
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        </g>
        <g id="ytick_5">
         <g id="line2d_7">
          <g>
           <use xlink:href="#m1391c0bd95" x="180.503125" y="100.99716" style="stroke: #000000; stroke-width: 0.8"/>
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         </g>
         <g id="text_7">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="104.796379" transform="rotate(-0 173.503125 104.796379)">Master Firefighter/Rescuer</text>
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        </g>
        <g id="ytick_6">
         <g id="line2d_8">
          <g>
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="91.438308" transform="rotate(-0 173.503125 91.438308)">Firefighter/Rescuer II</text>
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        </g>
        <g id="ytick_7">
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          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="78.080238" transform="rotate(-0 173.503125 78.080238)">Manager III</text>
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        </g>
        <g id="ytick_8">
         <g id="line2d_10">
          <g>
           <use xlink:href="#m1391c0bd95" x="180.503125" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
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         </g>
         <g id="text_10">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="64.722167" transform="rotate(-0 173.503125 64.722167)">Firefighter/Rescuer III</text>
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        </g>
        <g id="ytick_9">
         <g id="line2d_11">
          <g>
           <use xlink:href="#m1391c0bd95" x="180.503125" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
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         </g>
         <g id="text_11">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="51.364097" transform="rotate(-0 173.503125 51.364097)">Police Officer III</text>
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        </g>
        <g id="ytick_10">
         <g id="line2d_12">
          <g>
           <use xlink:href="#m1391c0bd95" x="180.503125" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
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         <g id="text_12">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="173.503125" y="38.006026" transform="rotate(-0 173.503125 38.006026)">Bus Operator</text>
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        </g>
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        <path d="M 180.503125 166.318125 
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    " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
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    L 252.503125 166.318125 
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       <g id="text_13">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="192.204872" y="63.130449" transform="rotate(-0 192.204872 63.130449)">  4.2%</text>
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       <g id="text_14">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="217.139936" y="49.772378" transform="rotate(-0 217.139936 49.772378)">  6.7%</text>
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       <g id="text_15">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="219.074554" y="36.414308" transform="rotate(-0 219.074554 36.414308)">  6.9%</text>
       </g>
       <g id="text_16">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="203.237115" y="156.636942" transform="rotate(-0 203.237115 156.636942)">1.8%</text>
       </g>
       <g id="text_17">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="203.881988" y="143.278872" transform="rotate(-0 203.881988 143.278872)">1.9%</text>
       </g>
       <g id="text_18">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="207.428786" y="129.920801" transform="rotate(-0 207.428786 129.920801)">2.2%</text>
       </g>
       <g id="text_19">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="207.751222" y="116.562731" transform="rotate(-0 207.751222 116.562731)">2.2%</text>
       </g>
       <g id="text_20">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="208.933488" y="103.20466" transform="rotate(-0 208.933488 103.20466)">2.4%</text>
       </g>
       <g id="text_21">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="209.040966" y="89.84659" transform="rotate(-0 209.040966 89.84659)">2.4%</text>
       </g>
       <g id="text_22">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="211.620456" y="76.488519" transform="rotate(-0 211.620456 76.488519)">2.6%</text>
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       <g id="text_23">
        <text style="font-size: 12px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="216.503125" y="16.318125" transform="rotate(-0 216.503125 16.318125)">10 most frequent</text>
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    </svg>

                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_5-freq-value-0"
                                    data-copy-text="&#39;Bus Operator&#39;">Bus Operator</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5-freq-value-0">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_5-freq-value-1"
                                    data-copy-text="&#39;Police Officer III&#39;">Police Officer III</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5-freq-value-1">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-2">
                                <pre id="col_5-freq-value-2"
                                    data-copy-text="&#39;Firefighter/Rescuer III&#39;">Firefighter/Rescuer III</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5-freq-value-2">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-3">
                                <pre id="col_5-freq-value-3"
                                    data-copy-text="&#39;Manager III&#39;">Manager III</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5-freq-value-3">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-4">
                                <pre id="col_5-freq-value-4"
                                    data-copy-text="&#39;Firefighter/Rescuer II&#39;">Firefighter/Rescuer II</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5-freq-value-4">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-5">
                                <pre id="col_5-freq-value-5"
                                    data-copy-text="&#39;Master Firefighter/Rescuer&#39;">Master Firefighter/Rescuer</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5-freq-value-5">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-6">
                                <pre id="col_5-freq-value-6"
                                    data-copy-text="&#39;Office Services Coordinator&#39;">Office Services Coordinator</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5-freq-value-6">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-7">
                                <pre id="col_5-freq-value-7"
                                    data-copy-text="&#39;School Health Room Technician I&#39;">School Health Room Technician I</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_5-freq-value-7">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
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                                <pre id="col_5-freq-value-8"
                                    data-copy-text="&#39;Police Officer II&#39;">Police Officer II</pre>
                            
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                                <pre id="col_5-freq-value-9"
                                    data-copy-text="&#39;Community Health Nurse II&#39;">Community Health Nurse II</pre>
                            
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                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_5-freq-value-list"
                                    data-copy-text="[&#39;Bus Operator&#39;, &#39;Police Officer III&#39;, &#39;Firefighter/Rescuer III&#39;, &#39;Manager III&#39;, &#39;Firefighter/Rescuer II&#39;, &#39;Master Firefighter/Rescuer&#39;, &#39;Office Services Coordinator&#39;, &#39;School Health Room Technician I&#39;, &#39;Police Officer II&#39;, &#39;Community Health Nurse II&#39;]">[&#39;Bus Operator&#39;, &#39;Police Officer III&#39;, &#39;Firefighter/Rescuer III&#39;, &#39;Manager III&#39;, &#39;Firefighter/Rescuer II&#39;, &#39;Master Firefighter/Rescuer&#39;, &#39;Office Services Coordinator&#39;, &#39;School Health Room Technician I&#39;, &#39;Police Officer II&#39;, &#39;Community Health Nurse II&#39;]</pre>
                            
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       <g id="text_22">
        <text style="font-size: 8px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="110.408929" y="36.414308" transform="rotate(-0 110.408929 36.414308)">  0.9%</text>
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        <text style="font-size: 12px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="107.8375" y="16.318125" transform="rotate(-0 107.8375 16.318125)">10 most frequent</text>
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                </div>
            
                <details data-test="frequent-values-details">
                    <summary>Most frequent values</summary>
                    <div class="shrink">
                        <div class="copybutton-grid">
                        
                        
                            <div class="box" data-test="frequent-value-0">
                                <pre id="col_6-freq-value-0"
                                    data-copy-text="&#39;12/12/2016&#39;">12/12/2016</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_6-freq-value-0">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-1">
                                <pre id="col_6-freq-value-1"
                                    data-copy-text="&#39;01/14/2013&#39;">01/14/2013</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_6-freq-value-1">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
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    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-2">
                                <pre id="col_6-freq-value-2"
                                    data-copy-text="&#39;02/24/2014&#39;">02/24/2014</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_6-freq-value-2">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
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    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-3">
                                <pre id="col_6-freq-value-3"
                                    data-copy-text="&#39;03/10/2014&#39;">03/10/2014</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_6-freq-value-3">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-4">
                                <pre id="col_6-freq-value-4"
                                    data-copy-text="&#39;08/12/2013&#39;">08/12/2013</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_6-freq-value-4">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
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    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-5">
                                <pre id="col_6-freq-value-5"
                                    data-copy-text="&#39;09/22/2014&#39;">09/22/2014</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_6-freq-value-5">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
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    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-6">
                                <pre id="col_6-freq-value-6"
                                    data-copy-text="&#39;10/06/2014&#39;">10/06/2014</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_6-freq-value-6">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
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    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-7">
                                <pre id="col_6-freq-value-7"
                                    data-copy-text="&#39;03/19/2007&#39;">03/19/2007</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_6-freq-value-7">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
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    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-8">
                                <pre id="col_6-freq-value-8"
                                    data-copy-text="&#39;07/29/2013&#39;">07/29/2013</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_6-freq-value-8">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
        <div class="copied-message">Copied!</div>
    </button>

                            </div>

                        
                        
                            <div class="box" data-test="frequent-value-9">
                                <pre id="col_6-freq-value-9"
                                    data-copy-text="&#39;07/16/2012&#39;">07/16/2012</pre>
                            
    <button
        class="copybutton copybutton-left"
        data-manager="CopyButton"
        type="button"
        data-target-id="col_6-freq-value-9">
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path fill-rule="evenodd" d="M4 2a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v8a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2zm2-1a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 5a1 1 0 0 0-1 1v8a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1v-1h1v1a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h1v1z"/>
    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
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    </button>

                            </div>

                        
                            <span class="grid-separator">List:</span>
                        
                            <div class="box">
                                <pre id="col_6-freq-value-list"
                                    data-copy-text="[&#39;12/12/2016&#39;, &#39;01/14/2013&#39;, &#39;02/24/2014&#39;, &#39;03/10/2014&#39;, &#39;08/12/2013&#39;, &#39;09/22/2014&#39;, &#39;10/06/2014&#39;, &#39;03/19/2007&#39;, &#39;07/29/2013&#39;, &#39;07/16/2012&#39;]">[&#39;12/12/2016&#39;, &#39;01/14/2013&#39;, &#39;02/24/2014&#39;, &#39;03/10/2014&#39;, &#39;08/12/2013&#39;, &#39;09/22/2014&#39;, &#39;10/06/2014&#39;, &#39;03/19/2007&#39;, &#39;07/29/2013&#39;, &#39;07/16/2012&#39;]</pre>
                            
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        data-manager="CopyButton"
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        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
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    </svg>
        <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
      <path d="M12.736 3.97a.733.733 0 0 1 1.047 0c.286.289.29.756.01 1.05L7.88 12.01a.733.733 0 0 1-1.065.02L3.217 8.384a.757.757 0 0 1 0-1.06.733.733 0 0 1 1.047 0l3.052 3.093 5.4-6.425z"/>
    </svg>
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    </button>

                            </div>
                        </div>
                    </div>
                </details>
            
            </div>
        
        </div>
    </div>
        
        
        

    <div class="card box-shadow column-summary" id="col_7"
        data-name-repr="&#39;year_first_hired&#39;"
        data-column-name="year_first_hired"
        data-column-idx="7"
     
     
        data-manager="FilterableColumn "
    
    
        data-role="selectable-column" >
        <div class="card-header">
            <h3 class="margin-r-m">
            
                <input data-role="select-column-checkbox"
                    data-manager="SelectColumnCheckBox" type="checkbox">
            
                <span class="select-all wrap-long-name">year_first_hired</span>
            </h3>
            <span>Int64DType</span></div>
        <div class="column-summary-content wrapper">
            <div>
                <dl>
                    <dt>Null values</dt>
                   <dd class="ok">0 (0.0%)</dd>
                
                
                    <dt>Unique values</dt>
                    <dd>51 (0.6%)</dd>
                

                
                
                

                
                    <dt>Mean ± Std</dt>
                    <dd>2.00e+03 ±
                        9.33
                    
                    </dd>
                
                
                    <dt>Median ± IQR</dt>
                    <dd>2,005 ±
                        14
                    
                    </dd>

                    <dt>Min | Max</dt>
                    <dd>
                        <span class="min-value">1,965</span> |
                        <span class="max-value">2,016</span>
                    
                    </dd>
                
                

                
                </dl>
            </div>

        

        
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    L 111.65 59.629451 
    L 98.559091 59.629451 
    z
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       <g id="patch_7">
        <path d="M 111.65 79.2 
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       <g id="patch_8">
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       <g id="patch_9">
        <path d="M 137.831818 79.2 
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       <g id="patch_10">
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       <g id="patch_11">
        <path d="M 164.013636 79.2 
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       </g>
       <g id="matplotlib.axis_1">
        <g id="xtick_1">
         <g id="line2d_1">
          <defs>
           <path id="m712fb3f634" d="M 0 0 
    L 0 3.5 
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          </defs>
          <g>
           <use xlink:href="#m712fb3f634" x="84.698128" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
          </g>
         </g>
         <g id="text_1">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="84.698128" y="93.798438" transform="rotate(-0 84.698128 93.798438)">1980</text>
         </g>
        </g>
        <g id="xtick_2">
         <g id="line2d_2">
          <g>
           <use xlink:href="#m712fb3f634" x="136.035027" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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         </g>
         <g id="text_2">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="136.035027" y="93.798438" transform="rotate(-0 136.035027 93.798438)">2000</text>
         </g>
        </g>
       </g>
       <g id="matplotlib.axis_2">
        <g id="ytick_1">
         <g id="line2d_3">
          <defs>
           <path id="m8966135397" d="M 0 0 
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          </defs>
          <g>
           <use xlink:href="#m8966135397" x="39.65" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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         </g>
         <g id="text_3">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="32.65" y="82.999219" transform="rotate(-0 32.65 82.999219)">0</text>
         </g>
        </g>
        <g id="ytick_2">
         <g id="line2d_4">
          <g>
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         </g>
         <g id="text_4">
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         </g>
        </g>
        <g id="ytick_3">
         <g id="line2d_5">
          <g>
           <use xlink:href="#m8966135397" x="39.65" y="29.528556" style="stroke: #000000; stroke-width: 0.8"/>
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         </g>
         <g id="text_5">
          <text style="font-size: 10px; font-family: 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="32.65" y="33.327775" transform="rotate(-0 32.65 33.327775)">2000</text>
         </g>
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       </g>
       <g id="patch_12">
        <path d="M 39.65 79.2 
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       </g>
       <g id="patch_13">
        <path d="M 39.65 79.2 
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    " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
       </g>
      </g>
     </g>
     <defs>
      <clipPath id="p822929b2a1">
       <rect x="39.65" y="7.2" width="144" height="72"/>
      </clipPath>
     </defs>
    </svg>

                </div>
            
            </div>
        
        </div>
    </div>
        
        </div>
    </article>

    <div data-hidden
         data-hide-on="NON_EMPTY_COLUMN_FILTER_SELECTED"
         data-show-on="EMPTY_COLUMN_FILTER_SELECTED"
         class="text wrapper">
    <p>
    No columns match the selected filter: <strong data-manager="ColumnFilterName"></strong>. You can change the column filter in the dropdown menu above.
    </p>
    <p>
        <button type="button"
                data-manager="ResetColumnFilter"
                data-test="show-all-columns-button">Show all columns</button>
    </p>
    </div>
    </div>
    <div class="tab-panel" id="column-associations-panel" data-hidden
        data-test="associations-panel">
        <article class="margin-t-s flex-reverse wrapper gap-l">
    

        <div class="horizontal-scroll">
        <table class="pure-table">
            <thead>
                <tr>
                    <th scope="col">Column 1</th>
                    <th scope="col">Column 2</th>
                    <th scope="col"><a href="https://en.wikipedia.org/wiki/Cram%C3%A9r%27s_V">Cramér's V</a></th>
                </tr>
            </thead>
            <tbody>
            
                <tr>
                    <td class="ellided">department</td>
                    <td class="ellided">department_name</td>
                    <td
                    
                        class="critical">
                        1.00
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">division</td>
                    <td class="ellided">assignment_category</td>
                    <td
                        >
                        0.582
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">assignment_category</td>
                    <td class="ellided">employee_position_title</td>
                    <td
                        >
                        0.476
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">department_name</td>
                    <td class="ellided">employee_position_title</td>
                    <td
                        >
                        0.418
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">department</td>
                    <td class="ellided">employee_position_title</td>
                    <td
                        >
                        0.418
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">department</td>
                    <td class="ellided">assignment_category</td>
                    <td
                        >
                        0.413
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">department_name</td>
                    <td class="ellided">assignment_category</td>
                    <td
                        >
                        0.413
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">division</td>
                    <td class="ellided">employee_position_title</td>
                    <td
                        >
                        0.412
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">gender</td>
                    <td class="ellided">department</td>
                    <td
                        >
                        0.369
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">gender</td>
                    <td class="ellided">department_name</td>
                    <td
                        >
                        0.369
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">department</td>
                    <td class="ellided">division</td>
                    <td
                        >
                        0.365
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">department_name</td>
                    <td class="ellided">division</td>
                    <td
                        >
                        0.365
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">gender</td>
                    <td class="ellided">employee_position_title</td>
                    <td
                        >
                        0.271
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">employee_position_title</td>
                    <td class="ellided">date_first_hired</td>
                    <td
                        >
                        0.259
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">gender</td>
                    <td class="ellided">assignment_category</td>
                    <td
                        >
                        0.253
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">gender</td>
                    <td class="ellided">division</td>
                    <td
                        >
                        0.250
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">department</td>
                    <td class="ellided">date_first_hired</td>
                    <td
                        >
                        0.162
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">department_name</td>
                    <td class="ellided">date_first_hired</td>
                    <td
                        >
                        0.162
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">date_first_hired</td>
                    <td class="ellided">year_first_hired</td>
                    <td
                        >
                        0.148
                    </td>
                </tr>
        
                <tr>
                    <td class="ellided">division</td>
                    <td class="ellided">date_first_hired</td>
                    <td
                        >
                        0.142
                    </td>
                </tr>
        
            </tbody>
        </table>
        </div>

        <div class="text shrinkable-text">
            The table below shows the strength of association between the most similar columns in the dataframe.
            <a href="https://en.wikipedia.org/wiki/Cram%C3%A9r%27s_V">Cramér's V</a> statistic is a number between 0 and 1.
            When it is close to 1 the columns are strongly associated — they contain similar information.
            In this case, one of them may be redundant and for some models (such as linear models) it might be beneficial to remove it.
        </div>

    
    </article>
    </div>


    <div class="report-bottom-border"></div>

            
            </div>
        </template>

        <skrub-table-report class="report" id="report_4898e207">
        </skrub-table-report>

        <script type="module">
         if (customElements.get('skrub-table-report') === undefined) {

        class Exchange {
            constructor() {
                this.subscribers = [];
            }

            add(sub) {
                this.subscribers.push(sub);
            }

            send(msg) {
                setTimeout(() => this.distribute(msg));
            }

            distribute(msg) {
                for (let sub of this.subscribers) {
                    sub.send(msg);
                }
            }
        }

        class Manager {
            constructor(elem, exchange) {
                this.elem = elem;
                this.exchange = exchange;
            }

            send(msg) {
                if (msg.kind in this) {
                    this[msg.kind](msg);
                }
            }

            hide() {
                this.elem.dataset.hidden = "";
            }

            show() {
                delete this.elem.dataset.hidden;
            }

            matchesColumnIdx(idx) {
                if (!this.elem.hasAttribute("data-column-idx")) {
                    return false;
                }
                return Number(this.elem.dataset.columnIdx) === idx;
            }

            matchesColumnFilter({
                acceptedColumns
            }) {
                return acceptedColumns.has(Number(this.elem.dataset.columnIdx));
            }
        }

        class SkrubTableReport extends HTMLElement {
            static managerClasses = new Map();

            constructor() {
                super();
                this.exchange = new Exchange();
            }

            connectedCallback() {
                const template = document.getElementById(`${this.id}-template`);
                this.attachShadow({
                    mode: "open"
                });
                this.shadowRoot.appendChild(template.content.cloneNode(true));

                setTimeout(() => this.init());
            }

            static register(managerClass) {
                SkrubTableReport.managerClasses.set(managerClass.name, managerClass);
            }

            init() {
                this.shadowRoot.querySelectorAll("[data-manager]").forEach((elem) => {
                    for (let className of elem.dataset.manager.split(/\s+/)) {
                        const cls = SkrubTableReport.managerClasses.get(
                            className);
                        if (cls !== undefined) {
                            this.exchange.add(new cls(elem, this.exchange));
                        }
                    }
                });
                this.shadowRoot.querySelectorAll("[data-show-on]").forEach((elem) => {
                    this.exchange.add(new ShowOn(elem, this.exchange));
                });
                this.shadowRoot.querySelectorAll("[data-hide-on]").forEach((elem) => {
                    this.exchange.add(new HideOn(elem, this.exchange));
                });

                adjustAllSvgViewBoxes(this.shadowRoot.getElementById('report'));
            }
        }
        customElements.define("skrub-table-report", SkrubTableReport);

        class ShowOn extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.showMsgKinds = this.elem.dataset.showOn.split(/\s+/);
            }

            send(msg) {
                if (this.showMsgKinds.includes(msg.kind)) {
                    this.show();
                }
            }
        }

        class HideOn extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.hideMsgKinds = this.elem.dataset.hideOn.split(/\s+/);
            }

            send(msg) {
                if (this.hideMsgKinds.includes(msg.kind)) {
                    this.hide();
                }
            }
        }

        class InvisibleInAssociationsTabPanel extends Manager {
            TAB_SELECTED(msg) {
                if (msg.targetPanelId === "column-associations-panel") {
                    this.elem.dataset.notVisible = "";
                } else {
                    delete this.elem.dataset.notVisible;
                }
            }
        }
        SkrubTableReport.register(InvisibleInAssociationsTabPanel);

        class ColumnFilter extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.filters = JSON.parse(atob(this.elem.dataset.allFiltersBase64));
                this.elem.addEventListener("change", () => this.onSelectChange());
            }

            onSelectChange() {
                const filterName = this.elem.value;
                const filterDisplayName = this.filters[filterName]["display_name"];
                const acceptedColumns = new Set(this.filters[filterName]["columns"]);
                const msg = {
                    kind: "COLUMN_FILTER_CHANGED",
                    filterName,
                    filterDisplayName,
                    acceptedColumns,
                };
                this.exchange.send(msg);
                const filterKind = acceptedColumns.size === 0 ? "EMPTY" : "NON_EMPTY";
                this.exchange.send({
                    kind: `${filterKind}_COLUMN_FILTER_SELECTED`
                });
            }

            RESET_COLUMN_FILTER() {
                this.elem.value = "all()";
                this.onSelectChange();
            }

        }
        SkrubTableReport.register(ColumnFilter);

        class ResetColumnFilter extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.elem.addEventListener("click", () => this.exchange.send({
                    kind: "RESET_COLUMN_FILTER"
                }));
            }
        }
        SkrubTableReport.register(ResetColumnFilter);

        class ColumnFilterName extends Manager {
            COLUMN_FILTER_CHANGED(msg) {
                this.elem.textContent = msg.filterDisplayName;
            }
        }
        SkrubTableReport.register(ColumnFilterName);

        class ColumnFilterMatchCount extends Manager {
            COLUMN_FILTER_CHANGED(msg) {
                this.elem.textContent = msg.acceptedColumns.size.toString();
            }
        }
        SkrubTableReport.register(ColumnFilterMatchCount);

        class SampleColumnSummary extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.elem.querySelector("[data-role='close-button']").addEventListener(
                    "click",
                    () => this.close());
            }

            close() {
                this.exchange.send({
                    kind: "SAMPLE_COLUMN_SUMMARY_CLOSED"
                });
            }

            SAMPLE_TABLE_CELL_ACTIVATED(msg) {
                if (this.matchesColumnIdx(msg.columnIdx)) {
                    this.show();
                } else {
                    this.hide();
                }
            }

            SAMPLE_TABLE_CELL_DEACTIVATED() {
                this.hide();
            }
        }
        SkrubTableReport.register(SampleColumnSummary);

        class FilterableColumn extends Manager {
            COLUMN_FILTER_CHANGED(msg) {
                if (this.matchesColumnFilter(msg)) {
                    delete this.elem.dataset.excludedByColumnFilter;
                } else {
                    this.elem.dataset.excludedByColumnFilter = "";
                }
            }
        }
        SkrubTableReport.register(FilterableColumn);

        class SampleTableCell extends Manager {

            constructor(elem, exchange) {
                super(elem, exchange);
                this.elem.addEventListener("click", (event) => {
                    this.activate();
                    event.preventDefault();
                });
                // See forwardKeyboardEvent for details about captureKeys
                this.elem.dataset.captureKeys =
                    "ArrowRight ArrowLeft ArrowUp ArrowDown Escape";
                this.elem.setAttribute("tabindex", -1);
                this.elem.oncopy = (event) => this.copyCell(event);
            }

            copyCell(event) {
                const selection = document.getSelection().toString();
                if (selection !== "") {
                    return;
                }
                event.clipboardData.setData("text/plain", this.elem.dataset
                    .valueRepr);
                event.preventDefault();
                this.elem.dataset.justCopied = "";
                setTimeout(() => this.elem.removeAttribute("data-just-copied"), 1000);
            }

            activate() {
                const msg = {
                    kind: "SAMPLE_TABLE_CELL_ACTIVATED",
                    cellId: this.elem.id,
                    columnIdx: Number(this.elem.dataset.columnIdx),
                    valueStr: this.elem.dataset.valueStr,
                    valueRepr: this.elem.dataset.valueRepr,
                };
                this.exchange.send(msg);
            }

            deactivate() {
                if ("isActive" in this.elem.dataset) {
                    this.exchange.send({
                        kind: "SAMPLE_TABLE_CELL_DEACTIVATED"
                    });
                }
            }

            ACTIVATE_SAMPLE_TABLE_CELL(msg) {
                if (msg.cellId == this.elem.id) {
                    this.activate();
                }
            }

            SAMPLE_TABLE_CELL_DEACTIVATED() {
                this.elem.setAttribute("tabindex", -1);
                this.elem.blur();
                delete this.elem.dataset.isActive;
                delete this.elem.dataset.isInActiveColumn;
            }

            SAMPLE_TABLE_CELL_ACTIVATED(msg) {
                if (msg.cellId === this.elem.id) {
                    this.elem.dataset.isActive = "";
                    this.elem.setAttribute("tabindex", 0);
                    this.elem.contentEditable = "true";
                    this.elem.focus({});
                    this.elem.contentEditable = "false";
                } else {
                    delete this.elem.dataset.isActive;
                    this.elem.setAttribute("tabindex", -1);
                }
                if (this.matchesColumnIdx(msg.columnIdx)) {
                    this.elem.dataset.isInActiveColumn = "";
                } else {
                    delete this.elem.dataset.isInActiveColumn;
                }
            }

            SAMPLE_COLUMN_SUMMARY_CLOSED() {
                this.deactivate();
            }

            COLUMN_FILTER_CHANGED(msg) {
                if (this.elem.hasAttribute("data-column-idx") && !this
                    .matchesColumnFilter(msg)) {
                    this.deactivate();
                }
            }
        }
        SkrubTableReport.register(SampleTableCell);

        class SampleTable extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.root = this.elem.getRootNode();
                this.startI = Number(this.elem.dataset.startI) || 0;
                this.stopI = Number(this.elem.dataset.stopI) || 0;
                this.startJ = Number(this.elem.dataset.startJ) || 0;
                this.stopJ = Number(this.elem.dataset.stopJ) || 0;
                this.elem.addEventListener('keydown', (e) => this.onKeyDown(e));
                this.elem.addEventListener('skrub-keydown', (e) => this.onKeyDown(
                    unwrapSkrubKeyDown(e)));
                this.elem.tabIndex = "0";
                this.elem.addEventListener('focus', (e) => this.activateFirstCell());
            }

            onKeyDown(event) {
                if (hasModifier(event)) {
                    return;
                }
                const cell = event.target;
                let {
                    i,
                    j
                } = cell.dataset;
                [i, j] = [Number(i), Number(j)];
                if (isNaN(i) || isNaN(j)) {
                    return;
                }
                let newCellId = null;
                switch (event.key) {
                    case "ArrowLeft":
                        newCellId = this.findCellLeft(cell.id, i, j);
                        break;
                    case "ArrowRight":
                        newCellId = this.findCellRight(cell.id, i, j);
                        break;
                    case "ArrowUp":
                        newCellId = this.findCellUp(cell.id, i, j);
                        break;
                    case "ArrowDown":
                        newCellId = this.findCellDown(cell.id, i, j);
                        break;
                    case "Escape":
                        this.exchange.send({
                            kind: "SAMPLE_TABLE_CELL_DEACTIVATED"
                        });
                        event.preventDefault();
                        return;
                    default:
                        return;
                }
                if (newCellId !== null) {
                    this.exchange.send({
                        kind: "ACTIVATE_SAMPLE_TABLE_CELL",
                        cellId: newCellId
                    });
                    event.preventDefault();
                    return;
                }
            }

            findNextCell(startCellId, i, j, next, stop) {
                [i, j] = next(i, j);
                while (!stop(i, j)) {
                    const cell = this.elem.querySelector(`[data-spans__${i}__${j}]`);
                    if (cell !== null && cell.id !== startCellId && !cell.hasAttribute(
                            "data-excluded-by-column-filter") && cell.dataset.role !==
                        "padding" && cell.dataset.role !== "ellipsis") {
                        return cell.id;
                    }
                    [i, j] = next(i, j);
                }
                return null;
            }

            findCellLeft(startCellId, i, j) {
                return this.findNextCell(startCellId, i, j, (i, j) => [i, j - 1], (i,
                    j) => (j < this
                    .startJ));
            }
            findCellRight(startCellId, i, j) {
                return this.findNextCell(startCellId, i, j, (i, j) => [i, j + 1], (i,
                    j) => (this
                    .stopJ <= j));
            }

            findCellUp(startCellId, i, j) {
                return this.findNextCell(startCellId, i, j, (i, j) => [i - 1, j], (i,
                    j) => (i < this
                    .startI));
            }

            findCellDown(startCellId, i, j) {
                return this.findNextCell(startCellId, i, j, (i, j) => [i + 1, j], (i,
                    j) => (this
                    .stopI <= i));
            }

            /*
              When no cell is active, the table itself is sequentially focusable.
              When it receives focus, it redirects it to the first visible data cell
              (if any). Once a cell is active, the cell is sequentially focusable
              and the table is not. If a cell is active but the focus is given to
              the table (by clicking one of the non-clickable elements such as the
              ellipsis "..." cells), focus is set on the active cell rather than the
              first one.
             */
            activateFirstCell() {
                const activeCell = this.elem.querySelector("[data-is-active]");
                if (activeCell) {
                    activeCell.focus();
                    return;
                }
                const firstCell = this.elem.querySelector(
                    "[data-role='dataframe-data']:not([data-excluded-by-column-filter])"
                );
                if (!firstCell) {
                    return;
                }
                // blur immediately to avoid the focus ring flashing before the cell
                // grabs keyboard focus.
                this.elem.blur();
                this.exchange.send({
                    kind: "ACTIVATE_SAMPLE_TABLE_CELL",
                    cellId: firstCell.id
                });
            }

            SAMPLE_TABLE_CELL_ACTIVATED() {
                this.elem.tabIndex = "-1";
            }

            SAMPLE_TABLE_CELL_DEACTIVATED() {
                this.elem.tabIndex = "0";
            }

        }
        SkrubTableReport.register(SampleTable);

        class SampleTableBar extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.display = elem.querySelector("[data-role='content-display']");
                this.displayValues = new Map();
            }

            updateDisplay() {
                this.display.textContent = this.displayValues.get(this.select.value) ||
                    "";
            }

            SAMPLE_TABLE_CELL_ACTIVATED(msg) {
                this.display.textContent = msg.valueStr || "";
                this.display.dataset.copyText = msg.valueRepr || "";
            }

            SAMPLE_TABLE_CELL_DEACTIVATED() {
                this.display.textContent = "";
                this.display.removeAttribute("data-copy-text");
            }
        }
        SkrubTableReport.register(SampleTableBar);

        class TabList extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.tabs = new Map();
                this.elem.querySelectorAll("button[data-role='tab']").forEach(
                    tab => {
                        const panel = tab.getRootNode().getElementById(tab.dataset
                            .targetPanelId);
                        this.tabs.set(tab, panel);
                        if (!this.firstTab) {
                            this.firstTab = tab;
                        }
                        this.lastTab = tab;
                        tab.addEventListener("click", () => this.selectTab(tab));
                        // See forwardKeyboardEvent for details about captureKeys
                        tab.dataset.captureKeys = "ArrowRight ArrowLeft";
                        tab.addEventListener("keydown", (event) => this.onKeyDown(
                            event));
                        tab.addEventListener("skrub-keydown", (event) => this
                            .onKeyDown(
                                unwrapSkrubKeyDown(event)));
                    });
                this.selectTab(this.firstTab, false);
            }

            selectTab(tabToSelect, focus = true) {
                this.tabs.forEach((tabPanel, tab) => {
                    delete tab.dataset.isSelected;
                    tab.setAttribute("tabindex", -1);
                    tabPanel.dataset.hidden = "";
                });
                tabToSelect.dataset.isSelected = "";
                tabToSelect.removeAttribute("tabindex");
                if (focus) {
                    tabToSelect.focus();
                }
                delete this.tabs.get(tabToSelect).dataset.hidden;
                this.currentTab = tabToSelect;
                this.exchange.send({
                    kind: "TAB_SELECTED",
                    targetPanelId: this.currentTab.dataset.targetPanelId
                });
            }

            selectPreviousTab() {
                if (this.currentTab === this.firstTab) {
                    this.selectTab(this.lastTab);
                    return;
                }
                const keys = [...this.tabs.keys()];
                const idx = keys.indexOf(this.currentTab);
                this.selectTab(keys[idx - 1]);
            }

            selectNextTab() {
                if (this.currentTab === this.lastTab) {
                    this.selectTab(this.firstTab);
                    return;
                }
                const keys = [...this.tabs.keys()];
                const idx = keys.indexOf(this.currentTab);
                this.selectTab(keys[idx + 1]);
            }

            onKeyDown(event) {
                if (hasModifier(event)) {
                    return;
                }
                switch (event.key) {
                    case "ArrowLeft":
                        this.selectPreviousTab();
                        break;
                    case "ArrowRight":
                        this.selectNextTab();
                        break;
                    default:
                        return;
                }
                event.stopPropagation();
                event.preventDefault();
            }
        }
        SkrubTableReport.register(TabList);

        class SortableTable extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.elem.querySelectorAll("button[data-role='sort-button']").forEach(
                    b => b.addEventListener("click", e => this.sort(e)));
            }

            getVal(row, tableColIdx) {
                const td = row.querySelectorAll("td")[tableColIdx];
                if (!td.hasAttribute("data-value")) {
                    return td.textContent;
                }
                let value = td.dataset.value;
                if (td.hasAttribute("data-numeric")) {
                    value = Number(value);
                }
                return value;
            }

            compare(rowA, rowB, tableColIdx, ascending) {
                let valA = this.getVal(rowA, tableColIdx);
                let valB = this.getVal(rowB, tableColIdx);
                // NaNs go at the bottom regardless of sorting order
                if (typeof(valA) === "number" && typeof(valB) === "number") {
                    if (isNaN(valA) && !isNaN(valB)) {
                        return 1;
                    }
                    if (isNaN(valB) && !isNaN(valA)) {
                        return -1;
                    }
                }
                // When the values are equal, keep the original dataframe column
                // order
                if (!(valA > valB || valB > valA)) {
                    valA = Number(rowA.dataset.dataframeColumnIdx);
                    valB = Number(rowB.dataset.dataframeColumnIdx);
                    return valA - valB;
                }
                // Sort
                if (!ascending) {
                    [valA, valB] = [valB, valA];
                }
                return valA > valB ? 1 : -1;
            }

            sort(event) {
                const colHeaders = Array.from(this.elem.querySelectorAll(
                    "thead tr th"));
                const tableColIdx = colHeaders.indexOf(event.target.closest("th"));
                const body = this.elem.querySelector("tbody");
                const rows = Array.from(body.querySelectorAll("tr"));
                const ascending = event.target.dataset.direction === "ascending";

                rows.sort((a, b) => this.compare(a, b, tableColIdx, ascending));

                this.elem.querySelectorAll("button").forEach(b => b.removeAttribute(
                    "data-is-active"));
                event.target.dataset.isActive = "";

                body.innerHTML = "";
                for (let r of rows) {
                    body.appendChild(r);
                }
            }

        }
        SkrubTableReport.register(SortableTable);

        /*
          Add the "data-is-scrolling" attribute to the scrolling div whenever a
          given column is partially hidden; used to manage the border of the sticky
          column in the summary statistics table.
        */
        class StickyColTableScroller extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.stickyCol = Number(this.elem.dataset.stickyCol) || 1;
                this.registerObserver();
            }

            registerObserver() {
                const options = {
                    root: this.elem,
                    // The first threshold is crossed when the parent becomes
                    // visible (eg when the summary statistics table is loaded, it
                    // is in a hidden tab panel so the intersection is 0). The other
                    // thresholds are crossed when the left border is just past the
                    // edge of the scrollable area.
                    threshold: [0.01, 0.93, 0.97]
                };
                const observer = new IntersectionObserver(e => this
                    .intersectionCallback(e), options);
                this.elem.querySelectorAll(`:is(th, td):nth-child(${this.stickyCol})`)
                    .forEach((e) => observer.observe(e));
            }

            intersectionCallback(entries) {
                entries.forEach((entry) => {
                    if (!entry.isIntersecting) {
                        return;
                    }
                    if (entry.intersectionRatio >= 0.95) {
                        this.elem.removeAttribute("data-is-scrolling");
                    } else {
                        this.elem.dataset.isScrolling = "";
                    }
                });
            }

        }
        SkrubTableReport.register(StickyColTableScroller);

        class SelectedColumnsDisplay extends Manager {

            constructor(elem, exchange) {
                super(elem, exchange);
                this.COLUMN_SELECTION_CHANGED();
            }

            COLUMN_SELECTION_CHANGED() {
                const allColumns = this.elem.getRootNode().querySelectorAll(
                    "[data-role='selectable-column']");
                const allColumnsRepr = [];
                for (let col of allColumns) {
                    if (col.querySelector("[data-role='select-column-checkbox']")
                        .checked) {
                        allColumnsRepr.push(col.dataset.nameRepr);
                    }
                }
                this.elem.textContent = "[" + allColumnsRepr.join(", ") + "]";
            }
        }
        SkrubTableReport.register(SelectedColumnsDisplay);

        class SelectColumnCheckBox extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.elem.addEventListener("change", () => this.exchange.send({
                    kind: "COLUMN_SELECTION_CHANGED"
                }));
            }

            DESELECT_ALL_COLUMNS() {
                this.elem.checked = false;
            }

            SELECT_ALL_VISIBLE_COLUMNS() {
                this.elem.checked = !("excludedByColumnFilter" in this.elem.closest(
                    "[data-role='selectable-column']").dataset);
            }
        }
        SkrubTableReport.register(SelectColumnCheckBox);

        class DeselectAllColumns extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.elem.addEventListener("click", () => {
                    this.exchange.send({
                        kind: "DESELECT_ALL_COLUMNS"
                    });
                    this.exchange.send({
                        kind: "COLUMN_SELECTION_CHANGED"
                    });
                });
            }
        }
        SkrubTableReport.register(DeselectAllColumns);

        class SelectAllVisibleColumns extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.elem.addEventListener("click", () => {
                    this.exchange.send({
                        kind: "SELECT_ALL_VISIBLE_COLUMNS"
                    });
                    this.exchange.send({
                        kind: "COLUMN_SELECTION_CHANGED"
                    });
                });
            }
        }
        SkrubTableReport.register(SelectAllVisibleColumns);


        class Toggletip extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.elem.querySelector("button").addEventListener("keydown", e => {
                    if (e.key === "Escape") {
                        e.target.blur();
                    }
                });
            }
        }
        SkrubTableReport.register(Toggletip);

        class CopyButton extends Manager {
            constructor(elem, exchange) {
                super(elem, exchange);
                this.elem.addEventListener("click", e => copyButtonClick(e));
            }
        }
        SkrubTableReport.register(CopyButton);

        /*
          In the matplotlib svg plots, the labels are stored as text (we want the
          browser, rather than matplotlib, to choose the font & render the text, and
          this also makes the plots smaller than letting matplotlib draw the
          glyphs). As matplotlib may use a different font than the one eventually
          chosen by the browser, it cannot compute the correct viewbox for the svg.

          When the page loads, we render the svg plot and iterate over all children
          to compute the correct viewbox. We then adjust the svg element's width and
          height (otherwise if we put a wider viewbox but don't adjust the size we
          effectively zoom out and details will appear smaller).

          In the default report view, all plots are hidden (they only show up if we
          select a column or change the displayed tab panel). Thus when the page
          loads they are not rendered. To force rendering the svg so that we get
          correct bounding boxes for all the child elements, we clone it and insert
          the clone in the DOM (but with absolute positioning and a big offset so it
          is outside of the viewport and the user does not see it). We insert the
          clone as a child of the #report element so that we know it is displayed
          and uses the same font family and size as the actual figure we want to
          resize. Once we have the viewbox we remove the clone from the DOM.
        */

        /*
          Compute a tight viewbox for all elements in an svg document.
        */
        function computeViewBox(svg) {
            try {
                const {
                    width
                } = svg.getBBox();
                if (width === 0) {
                    return null;
                }
            } catch (e) {
                return null;
            }
            let [xMin, yMin, xMax, yMax] = [null, null, null, null];
            for (const child of svg.children) {
                if (typeof child.getBBox !== 'function') {
                    continue;
                }
                const {
                    x,
                    y,
                    width,
                    height
                } = child.getBBox();
                if (width === 0 || height === 0) {
                    continue;
                }
                if (xMin === null) {
                    xMin = x;
                    yMin = y;
                    xMax = x + width;
                    yMax = y + height;
                    continue;
                }
                xMin = Math.min(x, xMin);
                yMin = Math.min(y, yMin);
                xMax = Math.max(x + width, xMax);
                yMax = Math.max(y + height, yMax);
            }
            if (xMin === null) {
                return null;
            }
            return {
                x: xMin,
                y: yMin,
                width: xMax - xMin,
                height: yMax - yMin
            };
        }

        /*
          Adjust the svg element's width and height so that if we need to set a
          wider viewbox, we get a bigger figure rather than zooming out while
          keeping the figure size constant.
        */
        function adjustSvgSize(svg, newViewBox, attribute) {
            const match = svg.getAttribute(attribute).match(/^([0-9.]+)(.+)$/);
            if (!match) {
                return;
            }
            const size = Number(match[1]);
            if (isNaN(size)) {
                return;
            }
            const unit = match[2];
            const scale = newViewBox[attribute] / svg.viewBox.baseVal[attribute];
            const newSize = size * scale;
            if (isNaN(newSize)) {
                return;
            }
            svg.setAttribute(attribute, `${newSize}${unit}`);
        }

        /*
          Adjust the size and viewbox of all svg elements that require it so that
          their content is not cropped.
        */
        function adjustAllSvgViewBoxes(reportElem) {
            const allSvg = Array.from(reportElem.querySelectorAll(
                '[data-svg-needs-adjust-viewbox] svg'));
            let svgClones = [];
            try {
                for (const svg of allSvg) {
                    // The svg is inside a div with {display: none} in its style. So it
                    // is not rendered and all bounding boxes will have 0 width and
                    // height. We insert a clone higher up the DOM below #report, which
                    // we know is displayed. To avoid the user seeing it flash we position
                    // it outside of the viewport. The column summary cards use the same
                    // font family & size as #report so the computed sizes will be the
                    // same as those of the actual svg when it is rendered.

                    const clone = svg.cloneNode(true);
                    clone.style.position = 'absolute';
                    clone.style.left = '-9999px';
                    clone.style.top = '-9999px';
                    clone.style.visibility = 'hidden';
                    reportElem.appendChild(clone);
                    svgClones.push([svg, clone]);
                }

                // We use 3 separate loops so that we do not modify the document (by
                // inserting or removing the cloned svg elements) between the
                // getBBox() computations, to avoid re-computation of styles and
                // layout.
                for (const [svg, clone] of svgClones) {
                    const viewBox = clone.getBBox();
                    if (viewBox !== null) {
                        adjustSvgSize(svg, viewBox, 'width');
                        adjustSvgSize(svg, viewBox, 'height');
                        svg.setAttribute('viewBox',
                            `${viewBox.x} ${viewBox.y} ${viewBox.width} ${viewBox.height}`
                        );
                    }
                }

            } finally {
                for (const [_, clone] of svgClones) {
                    reportElem.removeChild(clone);
                }
            }
        }

        function copyButtonClick(event) {
            const button = event.target;
            button.dataset.showCheckmark = "";
            setTimeout(() => button.removeAttribute("data-show-checkmark"), 2000);
            const textElem = button.getRootNode().getElementById(button.dataset.targetId);
            copyTextToClipboard(textElem);
        }

        function copyTextToClipboard(elem) {
            if (elem.hasAttribute("data-shows-placeholder")) {
                return;
            }
            if (navigator.clipboard) {
                navigator.clipboard.writeText(elem.dataset.copyText || elem.textContent ||
                    "");
            } else {
                // fallback when navigator not available. in this case we just copy
                // the text content of the element (we could create a hidden one to
                // fill it with the data-copy-text and select that but this is
                // probably good enough)
                const selection = window.getSelection();
                if (selection == null) {
                    return;
                }
                selection.removeAllRanges();
                const range = document.createRange();
                range.selectNodeContents(elem);
                selection.addRange(range);
                document.execCommand("copy");
                selection.removeAllRanges();
            }
        }

        function hasModifier(event) {
            return event.ctrlKey || event.metaKey || event.shiftKey || event.altKey;
        }

        /* Jupyter notebooks and vscode stop the propagation of some keyboard events
        during the capture phase to implement their keyboard shortcuts etc. When an
        element inside the TableReport has the keyboard focus and wants to react on
        that event (eg in the sample table arrow keys allow selecting a neighbouring
        cell) we need to override that behavior.

        We do that by adding an event listener on the window that is triggered
        during the capture phase. If it can make sure the key press is for a report
        element that will react to it, we stop its propagation (to avoid eg the
        notebook jumping to the next jupyter code cell) and dispatch an event on the
        targeted element. To make sure it does not get handled again by the listener
        on the window and cause infinite recursion, we dispatch a custom event
        instead of a KeyDown event.

        This capture is only enabled if we detect the report is inserted in a page
        where it is needed, by checking if there are elements in the page with class
        names that are used by jupyter or vscode.
        */
        function forwardKeyboardEvent(e) {
            if (e.eventPhase !== 1) {
                return;
            }
            if (e.target.tagName !== "SKRUB-TABLE-REPORT") {
                return;
            }
            if (hasModifier(e)) {
                return;
            }
            const target = e.target.shadowRoot.activeElement;
            // only capture the event if the element lists the key in the keys it
            // wants to capture ie in captureKeys
            const wantsKey = target?.dataset.captureKeys?.split(/\s+/).includes(e.key);
            if (!wantsKey) {
                return;
            }
            const newEvent = new CustomEvent('skrub-keydown', {
                bubbles: true,
                cancelable: true,
                detail: {
                    key: e.key,
                    code: e.code,
                    shiftKey: e.shiftKey,
                    altKey: e.altKey,
                    ctrlKey: e.ctrlKey,
                    metaKey: e.metaKey,
                }
            });
            target.dispatchEvent(newEvent);
            e.stopImmediatePropagation();
            e.preventDefault();
        }

        /* Helper to unpack the custom event (see forwardKeyboardEvent above) and
        make it look like a regular KeyDown event. */
        function unwrapSkrubKeyDown(e) {
            return {
                preventDefault: () => {},
                stopPropagation: () => {},
                target: e.target,
                ...e.detail
            };
        }

        if (document.querySelector(".jp-Cell, .widgetarea, .reveal")) {
            window.addEventListener("keydown", forwardKeyboardEvent, true);
        }

    }
        </script>
    </div>

    <div id="report_4898e207-wrapper-fallback">
        <h2>Please enable javascript</h2>
        <p>
            The skrub table reports need javascript to display correctly. If you are
            displaying a report in a Jupyter notebook and you see this message, you may need to
            re-execute the cell or to trust the notebook (button on the top right or
            "File &gt; Trust notebook").
        </p>
    </div>

    <script>
     document.getElementById("report_4898e207-wrapper").removeAttribute("hidden");
     document.getElementById("report_4898e207-wrapper-fallback").setAttribute("hidden", "");
    </script>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 226-231

Storing data visualizations
===========================

Note that, in the dashboard, the interactivity of plots is supported, for example for
Altair and Plotly.

.. GENERATED FROM PYTHON SOURCE LINES 233-234

Matplotlib figure:

.. GENERATED FROM PYTHON SOURCE LINES 236-252

.. code-block:: Python

    import matplotlib.pyplot as plt

    x = np.linspace(0, 2, 100)

    fig, ax = plt.subplots(layout="constrained")
    ax.plot(x, x, label="linear")
    ax.plot(x, x**2, label="quadratic")
    ax.plot(x, x**3, label="cubic")
    ax.set_xlabel("x label")
    ax.set_ylabel("y label")
    ax.set_title("Simple Plot")
    ax.legend()
    plt.show()

    my_project.put("my_figure", fig)




.. image-sg:: /auto_examples/skore_project/images/sphx_glr_plot_working_with_projects_001.png
   :alt: Simple Plot
   :srcset: /auto_examples/skore_project/images/sphx_glr_plot_working_with_projects_001.png
   :class: sphx-glr-single-img





.. GENERATED FROM PYTHON SOURCE LINES 253-254

Altair chart:

.. GENERATED FROM PYTHON SOURCE LINES 257-276

.. code-block:: Python

    import altair as alt

    alt.renderers.enable("default")

    num_points = 100
    df_plot = pd.DataFrame(
        {"x": np.random.randn(num_points), "y": np.random.randn(num_points)}
    )

    my_altair_chart = (
        alt.Chart(df_plot)
        .mark_circle()
        .encode(x="x", y="y", tooltip=["x", "y"])
        .interactive()
        .properties(title="My title")
    )

    my_project.put("my_altair_chart", my_altair_chart)








.. GENERATED FROM PYTHON SOURCE LINES 277-287

.. note::
    For Plotly figures, some users reported the following error when running Plotly
    cells: ``ValueError: Mime type rendering requires nbformat>=4.2.0 but it is not
    installed``. This is a Plotly issue which is documented `here
    <https://github.com/plotly/plotly.py/issues/3285>`_; to solve it, we recommend
    installing ``nbformat`` in your environment, e.g. with:

    .. code-block:: console

        pip install --upgrade nbformat

.. GENERATED FROM PYTHON SOURCE LINES 289-290

Plotly figure:

.. GENERATED FROM PYTHON SOURCE LINES 292-303

.. code-block:: Python

    import plotly.express as px

    df = px.data.iris()
    fig = px.scatter(
        df, x=df.sepal_length, y=df.sepal_width, color=df.species, size=df.petal_length
    )

    my_project.put("my_plotly_fig", fig)

    fig






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
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.. GENERATED FROM PYTHON SOURCE LINES 304-305

Animated Plotly figure:

.. GENERATED FROM PYTHON SOURCE LINES 307-327

.. code-block:: Python

    df = px.data.gapminder()
    my_anim_plotly_fig = px.scatter(
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        color="continent",
        hover_name="country",
        log_x=True,
        size_max=55,
        range_x=[100, 100_000],
        range_y=[25, 90],
    )

    my_project.put("my_anim_plotly_fig", my_anim_plotly_fig)

    my_anim_plotly_fig






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                            }).then(function(){
                                Plotly.animate('4a767cd0-355c-4300-a008-b66c21bc83f0', null);
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    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 328-332

Storing scikit-learn models and pipelines
=========================================

First of all, we can store a scikit-learn model:

.. GENERATED FROM PYTHON SOURCE LINES 334-340

.. code-block:: Python

    from sklearn.linear_model import Lasso

    my_model = Lasso(alpha=2)
    my_project.put("my_model", my_model)
    my_model






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <style>#sk-container-id-5 {
      /* Definition of color scheme common for light and dark mode */
      --sklearn-color-text: #000;
      --sklearn-color-text-muted: #666;
      --sklearn-color-line: gray;
      /* Definition of color scheme for unfitted estimators */
      --sklearn-color-unfitted-level-0: #fff5e6;
      --sklearn-color-unfitted-level-1: #f6e4d2;
      --sklearn-color-unfitted-level-2: #ffe0b3;
      --sklearn-color-unfitted-level-3: chocolate;
      /* Definition of color scheme for fitted estimators */
      --sklearn-color-fitted-level-0: #f0f8ff;
      --sklearn-color-fitted-level-1: #d4ebff;
      --sklearn-color-fitted-level-2: #b3dbfd;
      --sklearn-color-fitted-level-3: cornflowerblue;

      /* Specific color for light theme */
      --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));
      --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));
      --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));
      --sklearn-color-icon: #696969;

      @media (prefers-color-scheme: dark) {
        /* Redefinition of color scheme for dark theme */
        --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));
        --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));
        --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));
        --sklearn-color-icon: #878787;
      }
    }

    #sk-container-id-5 {
      color: var(--sklearn-color-text);
    }

    #sk-container-id-5 pre {
      padding: 0;
    }

    #sk-container-id-5 input.sk-hidden--visually {
      border: 0;
      clip: rect(1px 1px 1px 1px);
      clip: rect(1px, 1px, 1px, 1px);
      height: 1px;
      margin: -1px;
      overflow: hidden;
      padding: 0;
      position: absolute;
      width: 1px;
    }

    #sk-container-id-5 div.sk-dashed-wrapped {
      border: 1px dashed var(--sklearn-color-line);
      margin: 0 0.4em 0.5em 0.4em;
      box-sizing: border-box;
      padding-bottom: 0.4em;
      background-color: var(--sklearn-color-background);
    }

    #sk-container-id-5 div.sk-container {
      /* jupyter's `normalize.less` sets `[hidden] { display: none; }`
         but bootstrap.min.css set `[hidden] { display: none !important; }`
         so we also need the `!important` here to be able to override the
         default hidden behavior on the sphinx rendered scikit-learn.org.
         See: https://github.com/scikit-learn/scikit-learn/issues/21755 */
      display: inline-block !important;
      position: relative;
    }

    #sk-container-id-5 div.sk-text-repr-fallback {
      display: none;
    }

    div.sk-parallel-item,
    div.sk-serial,
    div.sk-item {
      /* draw centered vertical line to link estimators */
      background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));
      background-size: 2px 100%;
      background-repeat: no-repeat;
      background-position: center center;
    }

    /* Parallel-specific style estimator block */

    #sk-container-id-5 div.sk-parallel-item::after {
      content: "";
      width: 100%;
      border-bottom: 2px solid var(--sklearn-color-text-on-default-background);
      flex-grow: 1;
    }

    #sk-container-id-5 div.sk-parallel {
      display: flex;
      align-items: stretch;
      justify-content: center;
      background-color: var(--sklearn-color-background);
      position: relative;
    }

    #sk-container-id-5 div.sk-parallel-item {
      display: flex;
      flex-direction: column;
    }

    #sk-container-id-5 div.sk-parallel-item:first-child::after {
      align-self: flex-end;
      width: 50%;
    }

    #sk-container-id-5 div.sk-parallel-item:last-child::after {
      align-self: flex-start;
      width: 50%;
    }

    #sk-container-id-5 div.sk-parallel-item:only-child::after {
      width: 0;
    }

    /* Serial-specific style estimator block */

    #sk-container-id-5 div.sk-serial {
      display: flex;
      flex-direction: column;
      align-items: center;
      background-color: var(--sklearn-color-background);
      padding-right: 1em;
      padding-left: 1em;
    }


    /* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is
    clickable and can be expanded/collapsed.
    - Pipeline and ColumnTransformer use this feature and define the default style
    - Estimators will overwrite some part of the style using the `sk-estimator` class
    */

    /* Pipeline and ColumnTransformer style (default) */

    #sk-container-id-5 div.sk-toggleable {
      /* Default theme specific background. It is overwritten whether we have a
      specific estimator or a Pipeline/ColumnTransformer */
      background-color: var(--sklearn-color-background);
    }

    /* Toggleable label */
    #sk-container-id-5 label.sk-toggleable__label {
      cursor: pointer;
      display: flex;
      width: 100%;
      margin-bottom: 0;
      padding: 0.5em;
      box-sizing: border-box;
      text-align: center;
      align-items: start;
      justify-content: space-between;
      gap: 0.5em;
    }

    #sk-container-id-5 label.sk-toggleable__label .caption {
      font-size: 0.6rem;
      font-weight: lighter;
      color: var(--sklearn-color-text-muted);
    }

    #sk-container-id-5 label.sk-toggleable__label-arrow:before {
      /* Arrow on the left of the label */
      content: "▸";
      float: left;
      margin-right: 0.25em;
      color: var(--sklearn-color-icon);
    }

    #sk-container-id-5 label.sk-toggleable__label-arrow:hover:before {
      color: var(--sklearn-color-text);
    }

    /* Toggleable content - dropdown */

    #sk-container-id-5 div.sk-toggleable__content {
      max-height: 0;
      max-width: 0;
      overflow: hidden;
      text-align: left;
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-0);
    }

    #sk-container-id-5 div.sk-toggleable__content.fitted {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-0);
    }

    #sk-container-id-5 div.sk-toggleable__content pre {
      margin: 0.2em;
      border-radius: 0.25em;
      color: var(--sklearn-color-text);
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-0);
    }

    #sk-container-id-5 div.sk-toggleable__content.fitted pre {
      /* unfitted */
      background-color: var(--sklearn-color-fitted-level-0);
    }

    #sk-container-id-5 input.sk-toggleable__control:checked~div.sk-toggleable__content {
      /* Expand drop-down */
      max-height: 200px;
      max-width: 100%;
      overflow: auto;
    }

    #sk-container-id-5 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {
      content: "▾";
    }

    /* Pipeline/ColumnTransformer-specific style */

    #sk-container-id-5 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {
      color: var(--sklearn-color-text);
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    #sk-container-id-5 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {
      background-color: var(--sklearn-color-fitted-level-2);
    }

    /* Estimator-specific style */

    /* Colorize estimator box */
    #sk-container-id-5 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    #sk-container-id-5 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-2);
    }

    #sk-container-id-5 div.sk-label label.sk-toggleable__label,
    #sk-container-id-5 div.sk-label label {
      /* The background is the default theme color */
      color: var(--sklearn-color-text-on-default-background);
    }

    /* On hover, darken the color of the background */
    #sk-container-id-5 div.sk-label:hover label.sk-toggleable__label {
      color: var(--sklearn-color-text);
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    /* Label box, darken color on hover, fitted */
    #sk-container-id-5 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {
      color: var(--sklearn-color-text);
      background-color: var(--sklearn-color-fitted-level-2);
    }

    /* Estimator label */

    #sk-container-id-5 div.sk-label label {
      font-family: monospace;
      font-weight: bold;
      display: inline-block;
      line-height: 1.2em;
    }

    #sk-container-id-5 div.sk-label-container {
      text-align: center;
    }

    /* Estimator-specific */
    #sk-container-id-5 div.sk-estimator {
      font-family: monospace;
      border: 1px dotted var(--sklearn-color-border-box);
      border-radius: 0.25em;
      box-sizing: border-box;
      margin-bottom: 0.5em;
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-0);
    }

    #sk-container-id-5 div.sk-estimator.fitted {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-0);
    }

    /* on hover */
    #sk-container-id-5 div.sk-estimator:hover {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    #sk-container-id-5 div.sk-estimator.fitted:hover {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-2);
    }

    /* Specification for estimator info (e.g. "i" and "?") */

    /* Common style for "i" and "?" */

    .sk-estimator-doc-link,
    a:link.sk-estimator-doc-link,
    a:visited.sk-estimator-doc-link {
      float: right;
      font-size: smaller;
      line-height: 1em;
      font-family: monospace;
      background-color: var(--sklearn-color-background);
      border-radius: 1em;
      height: 1em;
      width: 1em;
      text-decoration: none !important;
      margin-left: 0.5em;
      text-align: center;
      /* unfitted */
      border: var(--sklearn-color-unfitted-level-1) 1pt solid;
      color: var(--sklearn-color-unfitted-level-1);
    }

    .sk-estimator-doc-link.fitted,
    a:link.sk-estimator-doc-link.fitted,
    a:visited.sk-estimator-doc-link.fitted {
      /* fitted */
      border: var(--sklearn-color-fitted-level-1) 1pt solid;
      color: var(--sklearn-color-fitted-level-1);
    }

    /* On hover */
    div.sk-estimator:hover .sk-estimator-doc-link:hover,
    .sk-estimator-doc-link:hover,
    div.sk-label-container:hover .sk-estimator-doc-link:hover,
    .sk-estimator-doc-link:hover {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-3);
      color: var(--sklearn-color-background);
      text-decoration: none;
    }

    div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,
    .sk-estimator-doc-link.fitted:hover,
    div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,
    .sk-estimator-doc-link.fitted:hover {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-3);
      color: var(--sklearn-color-background);
      text-decoration: none;
    }

    /* Span, style for the box shown on hovering the info icon */
    .sk-estimator-doc-link span {
      display: none;
      z-index: 9999;
      position: relative;
      font-weight: normal;
      right: .2ex;
      padding: .5ex;
      margin: .5ex;
      width: min-content;
      min-width: 20ex;
      max-width: 50ex;
      color: var(--sklearn-color-text);
      box-shadow: 2pt 2pt 4pt #999;
      /* unfitted */
      background: var(--sklearn-color-unfitted-level-0);
      border: .5pt solid var(--sklearn-color-unfitted-level-3);
    }

    .sk-estimator-doc-link.fitted span {
      /* fitted */
      background: var(--sklearn-color-fitted-level-0);
      border: var(--sklearn-color-fitted-level-3);
    }

    .sk-estimator-doc-link:hover span {
      display: block;
    }

    /* "?"-specific style due to the `<a>` HTML tag */

    #sk-container-id-5 a.estimator_doc_link {
      float: right;
      font-size: 1rem;
      line-height: 1em;
      font-family: monospace;
      background-color: var(--sklearn-color-background);
      border-radius: 1rem;
      height: 1rem;
      width: 1rem;
      text-decoration: none;
      /* unfitted */
      color: var(--sklearn-color-unfitted-level-1);
      border: var(--sklearn-color-unfitted-level-1) 1pt solid;
    }

    #sk-container-id-5 a.estimator_doc_link.fitted {
      /* fitted */
      border: var(--sklearn-color-fitted-level-1) 1pt solid;
      color: var(--sklearn-color-fitted-level-1);
    }

    /* On hover */
    #sk-container-id-5 a.estimator_doc_link:hover {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-3);
      color: var(--sklearn-color-background);
      text-decoration: none;
    }

    #sk-container-id-5 a.estimator_doc_link.fitted:hover {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-3);
    }
    </style><div id="sk-container-id-5" class="sk-top-container"><div class="sk-text-repr-fallback"><pre>Lasso(alpha=2)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item"><div class="sk-estimator  sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-41" type="checkbox" checked><label for="sk-estimator-id-41" class="sk-toggleable__label  sk-toggleable__label-arrow"><div><div>Lasso</div></div><div><a class="sk-estimator-doc-link " rel="noreferrer" target="_blank" href="https://scikit-learn.org/1.6/modules/generated/sklearn.linear_model.Lasso.html">?<span>Documentation for Lasso</span></a><span class="sk-estimator-doc-link ">i<span>Not fitted</span></span></div></label><div class="sk-toggleable__content "><pre>Lasso(alpha=2)</pre></div> </div></div></div></div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 341-342

We can also store scikit-learn pipelines:

.. GENERATED FROM PYTHON SOURCE LINES 344-353

.. code-block:: Python

    from sklearn.pipeline import Pipeline
    from sklearn.preprocessing import StandardScaler

    my_pipeline = Pipeline(
        [("standard_scaler", StandardScaler()), ("lasso", Lasso(alpha=2))]
    )
    my_project.put("my_pipeline", my_pipeline)
    my_pipeline






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <style>#sk-container-id-7 {
      /* Definition of color scheme common for light and dark mode */
      --sklearn-color-text: #000;
      --sklearn-color-text-muted: #666;
      --sklearn-color-line: gray;
      /* Definition of color scheme for unfitted estimators */
      --sklearn-color-unfitted-level-0: #fff5e6;
      --sklearn-color-unfitted-level-1: #f6e4d2;
      --sklearn-color-unfitted-level-2: #ffe0b3;
      --sklearn-color-unfitted-level-3: chocolate;
      /* Definition of color scheme for fitted estimators */
      --sklearn-color-fitted-level-0: #f0f8ff;
      --sklearn-color-fitted-level-1: #d4ebff;
      --sklearn-color-fitted-level-2: #b3dbfd;
      --sklearn-color-fitted-level-3: cornflowerblue;

      /* Specific color for light theme */
      --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));
      --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));
      --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));
      --sklearn-color-icon: #696969;

      @media (prefers-color-scheme: dark) {
        /* Redefinition of color scheme for dark theme */
        --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));
        --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));
        --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));
        --sklearn-color-icon: #878787;
      }
    }

    #sk-container-id-7 {
      color: var(--sklearn-color-text);
    }

    #sk-container-id-7 pre {
      padding: 0;
    }

    #sk-container-id-7 input.sk-hidden--visually {
      border: 0;
      clip: rect(1px 1px 1px 1px);
      clip: rect(1px, 1px, 1px, 1px);
      height: 1px;
      margin: -1px;
      overflow: hidden;
      padding: 0;
      position: absolute;
      width: 1px;
    }

    #sk-container-id-7 div.sk-dashed-wrapped {
      border: 1px dashed var(--sklearn-color-line);
      margin: 0 0.4em 0.5em 0.4em;
      box-sizing: border-box;
      padding-bottom: 0.4em;
      background-color: var(--sklearn-color-background);
    }

    #sk-container-id-7 div.sk-container {
      /* jupyter's `normalize.less` sets `[hidden] { display: none; }`
         but bootstrap.min.css set `[hidden] { display: none !important; }`
         so we also need the `!important` here to be able to override the
         default hidden behavior on the sphinx rendered scikit-learn.org.
         See: https://github.com/scikit-learn/scikit-learn/issues/21755 */
      display: inline-block !important;
      position: relative;
    }

    #sk-container-id-7 div.sk-text-repr-fallback {
      display: none;
    }

    div.sk-parallel-item,
    div.sk-serial,
    div.sk-item {
      /* draw centered vertical line to link estimators */
      background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));
      background-size: 2px 100%;
      background-repeat: no-repeat;
      background-position: center center;
    }

    /* Parallel-specific style estimator block */

    #sk-container-id-7 div.sk-parallel-item::after {
      content: "";
      width: 100%;
      border-bottom: 2px solid var(--sklearn-color-text-on-default-background);
      flex-grow: 1;
    }

    #sk-container-id-7 div.sk-parallel {
      display: flex;
      align-items: stretch;
      justify-content: center;
      background-color: var(--sklearn-color-background);
      position: relative;
    }

    #sk-container-id-7 div.sk-parallel-item {
      display: flex;
      flex-direction: column;
    }

    #sk-container-id-7 div.sk-parallel-item:first-child::after {
      align-self: flex-end;
      width: 50%;
    }

    #sk-container-id-7 div.sk-parallel-item:last-child::after {
      align-self: flex-start;
      width: 50%;
    }

    #sk-container-id-7 div.sk-parallel-item:only-child::after {
      width: 0;
    }

    /* Serial-specific style estimator block */

    #sk-container-id-7 div.sk-serial {
      display: flex;
      flex-direction: column;
      align-items: center;
      background-color: var(--sklearn-color-background);
      padding-right: 1em;
      padding-left: 1em;
    }


    /* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is
    clickable and can be expanded/collapsed.
    - Pipeline and ColumnTransformer use this feature and define the default style
    - Estimators will overwrite some part of the style using the `sk-estimator` class
    */

    /* Pipeline and ColumnTransformer style (default) */

    #sk-container-id-7 div.sk-toggleable {
      /* Default theme specific background. It is overwritten whether we have a
      specific estimator or a Pipeline/ColumnTransformer */
      background-color: var(--sklearn-color-background);
    }

    /* Toggleable label */
    #sk-container-id-7 label.sk-toggleable__label {
      cursor: pointer;
      display: flex;
      width: 100%;
      margin-bottom: 0;
      padding: 0.5em;
      box-sizing: border-box;
      text-align: center;
      align-items: start;
      justify-content: space-between;
      gap: 0.5em;
    }

    #sk-container-id-7 label.sk-toggleable__label .caption {
      font-size: 0.6rem;
      font-weight: lighter;
      color: var(--sklearn-color-text-muted);
    }

    #sk-container-id-7 label.sk-toggleable__label-arrow:before {
      /* Arrow on the left of the label */
      content: "▸";
      float: left;
      margin-right: 0.25em;
      color: var(--sklearn-color-icon);
    }

    #sk-container-id-7 label.sk-toggleable__label-arrow:hover:before {
      color: var(--sklearn-color-text);
    }

    /* Toggleable content - dropdown */

    #sk-container-id-7 div.sk-toggleable__content {
      max-height: 0;
      max-width: 0;
      overflow: hidden;
      text-align: left;
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-0);
    }

    #sk-container-id-7 div.sk-toggleable__content.fitted {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-0);
    }

    #sk-container-id-7 div.sk-toggleable__content pre {
      margin: 0.2em;
      border-radius: 0.25em;
      color: var(--sklearn-color-text);
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-0);
    }

    #sk-container-id-7 div.sk-toggleable__content.fitted pre {
      /* unfitted */
      background-color: var(--sklearn-color-fitted-level-0);
    }

    #sk-container-id-7 input.sk-toggleable__control:checked~div.sk-toggleable__content {
      /* Expand drop-down */
      max-height: 200px;
      max-width: 100%;
      overflow: auto;
    }

    #sk-container-id-7 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {
      content: "▾";
    }

    /* Pipeline/ColumnTransformer-specific style */

    #sk-container-id-7 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {
      color: var(--sklearn-color-text);
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    #sk-container-id-7 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {
      background-color: var(--sklearn-color-fitted-level-2);
    }

    /* Estimator-specific style */

    /* Colorize estimator box */
    #sk-container-id-7 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    #sk-container-id-7 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-2);
    }

    #sk-container-id-7 div.sk-label label.sk-toggleable__label,
    #sk-container-id-7 div.sk-label label {
      /* The background is the default theme color */
      color: var(--sklearn-color-text-on-default-background);
    }

    /* On hover, darken the color of the background */
    #sk-container-id-7 div.sk-label:hover label.sk-toggleable__label {
      color: var(--sklearn-color-text);
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    /* Label box, darken color on hover, fitted */
    #sk-container-id-7 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {
      color: var(--sklearn-color-text);
      background-color: var(--sklearn-color-fitted-level-2);
    }

    /* Estimator label */

    #sk-container-id-7 div.sk-label label {
      font-family: monospace;
      font-weight: bold;
      display: inline-block;
      line-height: 1.2em;
    }

    #sk-container-id-7 div.sk-label-container {
      text-align: center;
    }

    /* Estimator-specific */
    #sk-container-id-7 div.sk-estimator {
      font-family: monospace;
      border: 1px dotted var(--sklearn-color-border-box);
      border-radius: 0.25em;
      box-sizing: border-box;
      margin-bottom: 0.5em;
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-0);
    }

    #sk-container-id-7 div.sk-estimator.fitted {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-0);
    }

    /* on hover */
    #sk-container-id-7 div.sk-estimator:hover {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    #sk-container-id-7 div.sk-estimator.fitted:hover {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-2);
    }

    /* Specification for estimator info (e.g. "i" and "?") */

    /* Common style for "i" and "?" */

    .sk-estimator-doc-link,
    a:link.sk-estimator-doc-link,
    a:visited.sk-estimator-doc-link {
      float: right;
      font-size: smaller;
      line-height: 1em;
      font-family: monospace;
      background-color: var(--sklearn-color-background);
      border-radius: 1em;
      height: 1em;
      width: 1em;
      text-decoration: none !important;
      margin-left: 0.5em;
      text-align: center;
      /* unfitted */
      border: var(--sklearn-color-unfitted-level-1) 1pt solid;
      color: var(--sklearn-color-unfitted-level-1);
    }

    .sk-estimator-doc-link.fitted,
    a:link.sk-estimator-doc-link.fitted,
    a:visited.sk-estimator-doc-link.fitted {
      /* fitted */
      border: var(--sklearn-color-fitted-level-1) 1pt solid;
      color: var(--sklearn-color-fitted-level-1);
    }

    /* On hover */
    div.sk-estimator:hover .sk-estimator-doc-link:hover,
    .sk-estimator-doc-link:hover,
    div.sk-label-container:hover .sk-estimator-doc-link:hover,
    .sk-estimator-doc-link:hover {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-3);
      color: var(--sklearn-color-background);
      text-decoration: none;
    }

    div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,
    .sk-estimator-doc-link.fitted:hover,
    div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,
    .sk-estimator-doc-link.fitted:hover {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-3);
      color: var(--sklearn-color-background);
      text-decoration: none;
    }

    /* Span, style for the box shown on hovering the info icon */
    .sk-estimator-doc-link span {
      display: none;
      z-index: 9999;
      position: relative;
      font-weight: normal;
      right: .2ex;
      padding: .5ex;
      margin: .5ex;
      width: min-content;
      min-width: 20ex;
      max-width: 50ex;
      color: var(--sklearn-color-text);
      box-shadow: 2pt 2pt 4pt #999;
      /* unfitted */
      background: var(--sklearn-color-unfitted-level-0);
      border: .5pt solid var(--sklearn-color-unfitted-level-3);
    }

    .sk-estimator-doc-link.fitted span {
      /* fitted */
      background: var(--sklearn-color-fitted-level-0);
      border: var(--sklearn-color-fitted-level-3);
    }

    .sk-estimator-doc-link:hover span {
      display: block;
    }

    /* "?"-specific style due to the `<a>` HTML tag */

    #sk-container-id-7 a.estimator_doc_link {
      float: right;
      font-size: 1rem;
      line-height: 1em;
      font-family: monospace;
      background-color: var(--sklearn-color-background);
      border-radius: 1rem;
      height: 1rem;
      width: 1rem;
      text-decoration: none;
      /* unfitted */
      color: var(--sklearn-color-unfitted-level-1);
      border: var(--sklearn-color-unfitted-level-1) 1pt solid;
    }

    #sk-container-id-7 a.estimator_doc_link.fitted {
      /* fitted */
      border: var(--sklearn-color-fitted-level-1) 1pt solid;
      color: var(--sklearn-color-fitted-level-1);
    }

    /* On hover */
    #sk-container-id-7 a.estimator_doc_link:hover {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-3);
      color: var(--sklearn-color-background);
      text-decoration: none;
    }

    #sk-container-id-7 a.estimator_doc_link.fitted:hover {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-3);
    }
    </style><div id="sk-container-id-7" class="sk-top-container"><div class="sk-text-repr-fallback"><pre>Pipeline(steps=[(&#x27;standard_scaler&#x27;, StandardScaler()),
                    (&#x27;lasso&#x27;, Lasso(alpha=2))])</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item sk-dashed-wrapped"><div class="sk-label-container"><div class="sk-label  sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-45" type="checkbox" ><label for="sk-estimator-id-45" class="sk-toggleable__label  sk-toggleable__label-arrow"><div><div>Pipeline</div></div><div><a class="sk-estimator-doc-link " rel="noreferrer" target="_blank" href="https://scikit-learn.org/1.6/modules/generated/sklearn.pipeline.Pipeline.html">?<span>Documentation for Pipeline</span></a><span class="sk-estimator-doc-link ">i<span>Not fitted</span></span></div></label><div class="sk-toggleable__content "><pre>Pipeline(steps=[(&#x27;standard_scaler&#x27;, StandardScaler()),
                    (&#x27;lasso&#x27;, Lasso(alpha=2))])</pre></div> </div></div><div class="sk-serial"><div class="sk-item"><div class="sk-estimator  sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-46" type="checkbox" ><label for="sk-estimator-id-46" class="sk-toggleable__label  sk-toggleable__label-arrow"><div><div>StandardScaler</div></div><div><a class="sk-estimator-doc-link " rel="noreferrer" target="_blank" href="https://scikit-learn.org/1.6/modules/generated/sklearn.preprocessing.StandardScaler.html">?<span>Documentation for StandardScaler</span></a></div></label><div class="sk-toggleable__content "><pre>StandardScaler()</pre></div> </div></div><div class="sk-item"><div class="sk-estimator  sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-47" type="checkbox" ><label for="sk-estimator-id-47" class="sk-toggleable__label  sk-toggleable__label-arrow"><div><div>Lasso</div></div><div><a class="sk-estimator-doc-link " rel="noreferrer" target="_blank" href="https://scikit-learn.org/1.6/modules/generated/sklearn.linear_model.Lasso.html">?<span>Documentation for Lasso</span></a></div></label><div class="sk-toggleable__content "><pre>Lasso(alpha=2)</pre></div> </div></div></div></div></div></div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 354-355

Moreover, we can store fitted scikit-learn pipelines:

.. GENERATED FROM PYTHON SOURCE LINES 357-367

.. code-block:: Python

    from sklearn.datasets import load_diabetes

    diabetes = load_diabetes()
    X = diabetes.data[:150]
    y = diabetes.target[:150]
    my_pipeline.fit(X, y)

    my_project.put("my_fitted_pipeline", my_pipeline)
    my_pipeline






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <style>#sk-container-id-9 {
      /* Definition of color scheme common for light and dark mode */
      --sklearn-color-text: #000;
      --sklearn-color-text-muted: #666;
      --sklearn-color-line: gray;
      /* Definition of color scheme for unfitted estimators */
      --sklearn-color-unfitted-level-0: #fff5e6;
      --sklearn-color-unfitted-level-1: #f6e4d2;
      --sklearn-color-unfitted-level-2: #ffe0b3;
      --sklearn-color-unfitted-level-3: chocolate;
      /* Definition of color scheme for fitted estimators */
      --sklearn-color-fitted-level-0: #f0f8ff;
      --sklearn-color-fitted-level-1: #d4ebff;
      --sklearn-color-fitted-level-2: #b3dbfd;
      --sklearn-color-fitted-level-3: cornflowerblue;

      /* Specific color for light theme */
      --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));
      --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));
      --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));
      --sklearn-color-icon: #696969;

      @media (prefers-color-scheme: dark) {
        /* Redefinition of color scheme for dark theme */
        --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));
        --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));
        --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));
        --sklearn-color-icon: #878787;
      }
    }

    #sk-container-id-9 {
      color: var(--sklearn-color-text);
    }

    #sk-container-id-9 pre {
      padding: 0;
    }

    #sk-container-id-9 input.sk-hidden--visually {
      border: 0;
      clip: rect(1px 1px 1px 1px);
      clip: rect(1px, 1px, 1px, 1px);
      height: 1px;
      margin: -1px;
      overflow: hidden;
      padding: 0;
      position: absolute;
      width: 1px;
    }

    #sk-container-id-9 div.sk-dashed-wrapped {
      border: 1px dashed var(--sklearn-color-line);
      margin: 0 0.4em 0.5em 0.4em;
      box-sizing: border-box;
      padding-bottom: 0.4em;
      background-color: var(--sklearn-color-background);
    }

    #sk-container-id-9 div.sk-container {
      /* jupyter's `normalize.less` sets `[hidden] { display: none; }`
         but bootstrap.min.css set `[hidden] { display: none !important; }`
         so we also need the `!important` here to be able to override the
         default hidden behavior on the sphinx rendered scikit-learn.org.
         See: https://github.com/scikit-learn/scikit-learn/issues/21755 */
      display: inline-block !important;
      position: relative;
    }

    #sk-container-id-9 div.sk-text-repr-fallback {
      display: none;
    }

    div.sk-parallel-item,
    div.sk-serial,
    div.sk-item {
      /* draw centered vertical line to link estimators */
      background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));
      background-size: 2px 100%;
      background-repeat: no-repeat;
      background-position: center center;
    }

    /* Parallel-specific style estimator block */

    #sk-container-id-9 div.sk-parallel-item::after {
      content: "";
      width: 100%;
      border-bottom: 2px solid var(--sklearn-color-text-on-default-background);
      flex-grow: 1;
    }

    #sk-container-id-9 div.sk-parallel {
      display: flex;
      align-items: stretch;
      justify-content: center;
      background-color: var(--sklearn-color-background);
      position: relative;
    }

    #sk-container-id-9 div.sk-parallel-item {
      display: flex;
      flex-direction: column;
    }

    #sk-container-id-9 div.sk-parallel-item:first-child::after {
      align-self: flex-end;
      width: 50%;
    }

    #sk-container-id-9 div.sk-parallel-item:last-child::after {
      align-self: flex-start;
      width: 50%;
    }

    #sk-container-id-9 div.sk-parallel-item:only-child::after {
      width: 0;
    }

    /* Serial-specific style estimator block */

    #sk-container-id-9 div.sk-serial {
      display: flex;
      flex-direction: column;
      align-items: center;
      background-color: var(--sklearn-color-background);
      padding-right: 1em;
      padding-left: 1em;
    }


    /* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is
    clickable and can be expanded/collapsed.
    - Pipeline and ColumnTransformer use this feature and define the default style
    - Estimators will overwrite some part of the style using the `sk-estimator` class
    */

    /* Pipeline and ColumnTransformer style (default) */

    #sk-container-id-9 div.sk-toggleable {
      /* Default theme specific background. It is overwritten whether we have a
      specific estimator or a Pipeline/ColumnTransformer */
      background-color: var(--sklearn-color-background);
    }

    /* Toggleable label */
    #sk-container-id-9 label.sk-toggleable__label {
      cursor: pointer;
      display: flex;
      width: 100%;
      margin-bottom: 0;
      padding: 0.5em;
      box-sizing: border-box;
      text-align: center;
      align-items: start;
      justify-content: space-between;
      gap: 0.5em;
    }

    #sk-container-id-9 label.sk-toggleable__label .caption {
      font-size: 0.6rem;
      font-weight: lighter;
      color: var(--sklearn-color-text-muted);
    }

    #sk-container-id-9 label.sk-toggleable__label-arrow:before {
      /* Arrow on the left of the label */
      content: "▸";
      float: left;
      margin-right: 0.25em;
      color: var(--sklearn-color-icon);
    }

    #sk-container-id-9 label.sk-toggleable__label-arrow:hover:before {
      color: var(--sklearn-color-text);
    }

    /* Toggleable content - dropdown */

    #sk-container-id-9 div.sk-toggleable__content {
      max-height: 0;
      max-width: 0;
      overflow: hidden;
      text-align: left;
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-0);
    }

    #sk-container-id-9 div.sk-toggleable__content.fitted {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-0);
    }

    #sk-container-id-9 div.sk-toggleable__content pre {
      margin: 0.2em;
      border-radius: 0.25em;
      color: var(--sklearn-color-text);
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-0);
    }

    #sk-container-id-9 div.sk-toggleable__content.fitted pre {
      /* unfitted */
      background-color: var(--sklearn-color-fitted-level-0);
    }

    #sk-container-id-9 input.sk-toggleable__control:checked~div.sk-toggleable__content {
      /* Expand drop-down */
      max-height: 200px;
      max-width: 100%;
      overflow: auto;
    }

    #sk-container-id-9 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {
      content: "▾";
    }

    /* Pipeline/ColumnTransformer-specific style */

    #sk-container-id-9 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {
      color: var(--sklearn-color-text);
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    #sk-container-id-9 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {
      background-color: var(--sklearn-color-fitted-level-2);
    }

    /* Estimator-specific style */

    /* Colorize estimator box */
    #sk-container-id-9 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    #sk-container-id-9 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-2);
    }

    #sk-container-id-9 div.sk-label label.sk-toggleable__label,
    #sk-container-id-9 div.sk-label label {
      /* The background is the default theme color */
      color: var(--sklearn-color-text-on-default-background);
    }

    /* On hover, darken the color of the background */
    #sk-container-id-9 div.sk-label:hover label.sk-toggleable__label {
      color: var(--sklearn-color-text);
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    /* Label box, darken color on hover, fitted */
    #sk-container-id-9 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {
      color: var(--sklearn-color-text);
      background-color: var(--sklearn-color-fitted-level-2);
    }

    /* Estimator label */

    #sk-container-id-9 div.sk-label label {
      font-family: monospace;
      font-weight: bold;
      display: inline-block;
      line-height: 1.2em;
    }

    #sk-container-id-9 div.sk-label-container {
      text-align: center;
    }

    /* Estimator-specific */
    #sk-container-id-9 div.sk-estimator {
      font-family: monospace;
      border: 1px dotted var(--sklearn-color-border-box);
      border-radius: 0.25em;
      box-sizing: border-box;
      margin-bottom: 0.5em;
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-0);
    }

    #sk-container-id-9 div.sk-estimator.fitted {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-0);
    }

    /* on hover */
    #sk-container-id-9 div.sk-estimator:hover {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-2);
    }

    #sk-container-id-9 div.sk-estimator.fitted:hover {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-2);
    }

    /* Specification for estimator info (e.g. "i" and "?") */

    /* Common style for "i" and "?" */

    .sk-estimator-doc-link,
    a:link.sk-estimator-doc-link,
    a:visited.sk-estimator-doc-link {
      float: right;
      font-size: smaller;
      line-height: 1em;
      font-family: monospace;
      background-color: var(--sklearn-color-background);
      border-radius: 1em;
      height: 1em;
      width: 1em;
      text-decoration: none !important;
      margin-left: 0.5em;
      text-align: center;
      /* unfitted */
      border: var(--sklearn-color-unfitted-level-1) 1pt solid;
      color: var(--sklearn-color-unfitted-level-1);
    }

    .sk-estimator-doc-link.fitted,
    a:link.sk-estimator-doc-link.fitted,
    a:visited.sk-estimator-doc-link.fitted {
      /* fitted */
      border: var(--sklearn-color-fitted-level-1) 1pt solid;
      color: var(--sklearn-color-fitted-level-1);
    }

    /* On hover */
    div.sk-estimator:hover .sk-estimator-doc-link:hover,
    .sk-estimator-doc-link:hover,
    div.sk-label-container:hover .sk-estimator-doc-link:hover,
    .sk-estimator-doc-link:hover {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-3);
      color: var(--sklearn-color-background);
      text-decoration: none;
    }

    div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,
    .sk-estimator-doc-link.fitted:hover,
    div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,
    .sk-estimator-doc-link.fitted:hover {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-3);
      color: var(--sklearn-color-background);
      text-decoration: none;
    }

    /* Span, style for the box shown on hovering the info icon */
    .sk-estimator-doc-link span {
      display: none;
      z-index: 9999;
      position: relative;
      font-weight: normal;
      right: .2ex;
      padding: .5ex;
      margin: .5ex;
      width: min-content;
      min-width: 20ex;
      max-width: 50ex;
      color: var(--sklearn-color-text);
      box-shadow: 2pt 2pt 4pt #999;
      /* unfitted */
      background: var(--sklearn-color-unfitted-level-0);
      border: .5pt solid var(--sklearn-color-unfitted-level-3);
    }

    .sk-estimator-doc-link.fitted span {
      /* fitted */
      background: var(--sklearn-color-fitted-level-0);
      border: var(--sklearn-color-fitted-level-3);
    }

    .sk-estimator-doc-link:hover span {
      display: block;
    }

    /* "?"-specific style due to the `<a>` HTML tag */

    #sk-container-id-9 a.estimator_doc_link {
      float: right;
      font-size: 1rem;
      line-height: 1em;
      font-family: monospace;
      background-color: var(--sklearn-color-background);
      border-radius: 1rem;
      height: 1rem;
      width: 1rem;
      text-decoration: none;
      /* unfitted */
      color: var(--sklearn-color-unfitted-level-1);
      border: var(--sklearn-color-unfitted-level-1) 1pt solid;
    }

    #sk-container-id-9 a.estimator_doc_link.fitted {
      /* fitted */
      border: var(--sklearn-color-fitted-level-1) 1pt solid;
      color: var(--sklearn-color-fitted-level-1);
    }

    /* On hover */
    #sk-container-id-9 a.estimator_doc_link:hover {
      /* unfitted */
      background-color: var(--sklearn-color-unfitted-level-3);
      color: var(--sklearn-color-background);
      text-decoration: none;
    }

    #sk-container-id-9 a.estimator_doc_link.fitted:hover {
      /* fitted */
      background-color: var(--sklearn-color-fitted-level-3);
    }
    </style><div id="sk-container-id-9" class="sk-top-container"><div class="sk-text-repr-fallback"><pre>Pipeline(steps=[(&#x27;standard_scaler&#x27;, StandardScaler()),
                    (&#x27;lasso&#x27;, Lasso(alpha=2))])</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item sk-dashed-wrapped"><div class="sk-label-container"><div class="sk-label fitted sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-51" type="checkbox" ><label for="sk-estimator-id-51" class="sk-toggleable__label fitted sk-toggleable__label-arrow"><div><div>Pipeline</div></div><div><a class="sk-estimator-doc-link fitted" rel="noreferrer" target="_blank" href="https://scikit-learn.org/1.6/modules/generated/sklearn.pipeline.Pipeline.html">?<span>Documentation for Pipeline</span></a><span class="sk-estimator-doc-link fitted">i<span>Fitted</span></span></div></label><div class="sk-toggleable__content fitted"><pre>Pipeline(steps=[(&#x27;standard_scaler&#x27;, StandardScaler()),
                    (&#x27;lasso&#x27;, Lasso(alpha=2))])</pre></div> </div></div><div class="sk-serial"><div class="sk-item"><div class="sk-estimator fitted sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-52" type="checkbox" ><label for="sk-estimator-id-52" class="sk-toggleable__label fitted sk-toggleable__label-arrow"><div><div>StandardScaler</div></div><div><a class="sk-estimator-doc-link fitted" rel="noreferrer" target="_blank" href="https://scikit-learn.org/1.6/modules/generated/sklearn.preprocessing.StandardScaler.html">?<span>Documentation for StandardScaler</span></a></div></label><div class="sk-toggleable__content fitted"><pre>StandardScaler()</pre></div> </div></div><div class="sk-item"><div class="sk-estimator fitted sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-53" type="checkbox" ><label for="sk-estimator-id-53" class="sk-toggleable__label fitted sk-toggleable__label-arrow"><div><div>Lasso</div></div><div><a class="sk-estimator-doc-link fitted" rel="noreferrer" target="_blank" href="https://scikit-learn.org/1.6/modules/generated/sklearn.linear_model.Lasso.html">?<span>Documentation for Lasso</span></a></div></label><div class="sk-toggleable__content fitted"><pre>Lasso(alpha=2)</pre></div> </div></div></div></div></div></div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 371-379

Storing skore objects
=====================

.. seealso::

  We can also store skore objects such as :class:`skore.EstimatorReport` and
  :class:`skore.CrossValidationReport`.
  See :ref:`example_use_case_employee_salaries`.


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

   **Total running time of the script:** (0 minutes 4.520 seconds)


.. _sphx_glr_download_auto_examples_skore_project_plot_working_with_projects.py:

.. only:: html

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

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

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

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

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

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_working_with_projects.zip <plot_working_with_projects.zip>`


.. only:: html

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

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