.. meta::
   :description: Orange Textable documentation, using a segmentation to filter
                 another
   :keywords: Orange, Textable, documentation, filter, stoplist, stopwords

Using a segmentation to filter another
======================================

In some cases, the number of forms to be selectively included in or excluded
from a segmentation is too large for using the :ref:`Select` widget.
A typical example is the removal of "stopwords" from a text: in English for
instance, although the list of such words is finite, it is too long to try
to encode it by means of a regex (cf. `an example of such a list
<http://members.unine.ch/jacques.savoy/clef/englishST.txt>`_).

The purpose of widget :ref:`Intersect` is precisely to solve that
kind of problem. It takes two segmentations in input and lets the user include
in or exclude from the first (*source*) segmentation those segments whose
content is the same as that of a segment in the second (*filter*)
segmentation. The widget's basic interface is shown on
:ref:`figure 1 <using_segmentation_filter_another_fig1>` below).

.. _using_segmentation_filter_another_fig1:

.. figure:: figures/intersect_example.png
    :align: center
    :alt: Interface of widget Intersect configured for stopword removal

    Figure 1: Interface of widget :ref:`Intersect` configured for stopword removal.
    
Similarly to widget :ref:`Select`, user must choose between modes
**Include** and **Exclude**. The next step is to specify which incoming
segmentation plays the role of the **Source** segmentation and the **Filter**
segmentation. (Here again, we will ignore the **Annotation key** option for
the time being.)

In order to try out the widget, set up a schema similar to the one shown on
:ref:`figure 2 <using_segmentation_filter_another_fig2>` below). The first
instance of :ref:`Text Field` contains the text to process (for
instance the
`Universal Declaration of Human Rights <http://www.un.org/en/documents/udhr/>`_),
while the second instance, *Text Field (1)*, contains the list of English
stopwords mentioned above. Both instances of :ref:`Segment` produce
a word segmentation with regex ``\w+``; the only difference in their
configuration is the output segmentation label , i.e. *words* for *Segment*
and *stopwords* for *Segment (1)*. Finally, the instance of
:ref:`Intersect` is configured as shown on
:ref:`figure 1 <using_segmentation_filter_another_fig1>` above.

.. _using_segmentation_filter_another_fig2:

.. figure:: figures/intersect_example_schema.png
    :align: center
    :alt: Schema illustrating the use of the Intersect widget for stopword removal
    :scale: 80 %

    Figure 2: Example schema for removing stopword using widget :ref:`Intersect` .

The content of the first segments of the resulting segmentation is::

    PREAMBLE
    Whereas
    recognition
    inherent
    dignity
    equal
    inalienable
    rights
    members
    human
    family
    foundation
    freedom
    justice
    peace
    world
    ...

.. _using_segmentation_filter_another_ex:

**Exercise:** Based on an instance of :ref:`Text Field`, produce
a segmentation containing all words less than 4 letters long that appear at
the beginning of each line, excluding *I, you, he, she, we*.
(:ref:`solution <solution_using_segmentation_filter_another_ex>`)

.. _solution_using_segmentation_filter_another_ex:

**Solution:**

:ref:`Figure 3 <using_segmentation_filter_another_fig3>` below shows a possible
solution. The 4 instances in the lower part of the schema (*Text Field (1)*,
*Segment (1)*, *Intersect*, and *Display*) are configured as in
:ref:`figure 2 <using_segmentation_filter_another_fig2>` above--with
*Text Field (1)* containing the list of pronouns to exclude.

The difference lies in the addition of a :ref:`Segment` instance in
the upper branch. In this branch, the first instance (*Segment*) produces a
segmentation into lines with regex ``.+`` while *Segment (2)* extracts the
first word of each line, provided it is shorter than 4 letters
(regex ``^\w{1,3}\b``). *Intersect* eventually takes care of excluding the
pronouns listed above.

.. _using_segmentation_filter_another_fig3:

.. figure:: figures/solution_exercise_intersect.png
    :align: center
    :alt: Solution to the exercise illustrating the Intersect widget
    :scale: 80 %

    Figure 3: A possible solution.

(:ref:`back to the exercise <using_segmentation_filter_another_ex>`)

See also
--------

* :ref:`Reference: Select widget <Select>`
* :ref:`Reference: Intersect widget <Intersect>`
* :doc:`Cookbook: Exclude segments based on a stoplist <exclude_segments_based_on_stoplist>`
