sda.dashboard.callbacks.scatter
===============================

.. py:module:: sda.dashboard.callbacks.scatter

.. autoapi-nested-parse::

   Enhanced scatter plot functionality for the dashboard with dark theme support.



Classes
-------

.. autoapisummary::

   sda.dashboard.callbacks.scatter.ScatterPlotCallback


Functions
---------

.. autoapisummary::

   sda.dashboard.callbacks.scatter.create_scatter_plot
   sda.dashboard.callbacks.scatter.get_scatter_layout


Module Contents
---------------

.. py:class:: ScatterPlotCallback(verbose = False)

   Enhanced scatter plot callback functionality with dark theme support.


   .. py:attribute:: verbose
      :value: False



   .. py:method:: create_scatter_plot(data, x_col, y_col, color_col = None, title = 'Scatter Plot', **kwargs)

      Create an enhanced scatter plot with improved features and dark theme support.

      :param data: The data to plot
      :type data: :py:class:`pd.DataFrame`
      :param x_col: Column name for x-axis
      :type x_col: :py:class:`str`
      :param y_col: Column name for y-axis
      :type y_col: :py:class:`str`
      :param color_col: Column name for color coding
      :type color_col: :py:class:`Optional[str]`
      :param title: Plot title
      :type title: :py:class:`str`
      :param \*\*kwargs: Additional arguments for plotly

      :returns: Plotly figure dictionary
      :rtype: :py:class:`Dict[str`, :py:class:`Any]`



.. py:function:: create_scatter_plot(data, x_col, y_col, color_col = None, title = 'Scatter Plot', **kwargs)

   Create a scatter plot (legacy function for backward compatibility).

   :param data: The data to plot
   :type data: :py:class:`pd.DataFrame`
   :param x_col: Column name for x-axis
   :type x_col: :py:class:`str`
   :param y_col: Column name for y-axis
   :type y_col: :py:class:`str`
   :param color_col: Column name for color coding
   :type color_col: :py:class:`Optional[str]`
   :param title: Plot title
   :type title: :py:class:`str`
   :param \*\*kwargs: Additional arguments for plotly

   :returns: Plotly figure dictionary
   :rtype: :py:class:`Dict[str`, :py:class:`Any]`


.. py:function:: get_scatter_layout(title = 'Scatter Plot')

   Get default scatter plot layout.

   :param title: Plot title
   :type title: :py:class:`str`

   :returns: Layout dictionary
   :rtype: :py:class:`Dict[str`, :py:class:`Any]`