.. _sphx_glr_auto_examples_utils:

.. _utils_examples:

Utils examples
--------------

Examples of how to use the :mod:`pmdarima.utils` module to plot timeseries
data, difference arrays, and more.

.. raw:: html

   <br/>



.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip=" In this example, we demonstrate pyramid&#x27;s convenient c function, which is, in essence, the same as R&#x27;s. It&#x27;s nothing more than a convenience function in the package, but one you should understand if you&#x27;re contributing.">

.. only:: html

  .. image:: /auto_examples/utils/images/thumb/sphx_glr_example_array_concatenation_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_utils_example_array_concatenation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Array concatenation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip=" Visualizing characteristics of a time series is a key component to effective forecasting. In this example, we&#x27;ll look at a very simple method to examine critical statistics of a time series object.">

.. only:: html

  .. image:: /auto_examples/utils/images/thumb/sphx_glr_example_tsdisplay_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_utils_example_tsdisplay.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Displaying key timeseries statistics</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip=" In this example, we demonstrate pyramid&#x27;s array differencing, and how it&#x27;s used in conjunction with the d term to lag a time series.">

.. only:: html

  .. image:: /auto_examples/utils/images/thumb/sphx_glr_example_array_differencing_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_utils_example_array_differencing.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Array differencing</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/utils/example_array_concatenation
   /auto_examples/utils/example_tsdisplay
   /auto_examples/utils/example_array_differencing