cat2cat.datasets
================

.. py:module:: cat2cat.datasets


Functions
---------

.. autoapisummary::

   cat2cat.datasets.load_verticals
   cat2cat.datasets.load_trans
   cat2cat.datasets.load_occup
   cat2cat.datasets.load_occup_panel


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

.. py:function:: load_verticals() -> pandas.DataFrame

   load trans dataset
   trans dataset containing mappings (transitions) between old (2008) and new (2010) occupational codes

   :returns: trans dataset
   :rtype: pandas.DataFrame


.. py:function:: load_trans() -> pandas.DataFrame

   load trans dataset
   trans dataset containing mappings (transitions) between old (2008) and new (2010) occupational codes

   :returns: trans dataset
   :rtype: pandas.DataFrame


.. py:function:: load_occup(small: bool = False) -> pandas.DataFrame

   load occup dataset

   occup dataset is an example of unbalance panel dataset.
   This is a simulated data although there are applied a real world characteristics from national statistical office survey.
   The original survey is anonymous and take place every two years.
   It is presenting a characteristics from randomly selected company and then using k step procedure employees are chosen.

   :param small: if to use a shrinked version of dataset
   :type small: bool

   :returns: occup dataset
   :rtype: pandas.DataFrame


.. py:function:: load_occup_panel() -> pandas.DataFrame

   load occup_panel dataset

   occup_panel is an occupational panel-style example dataset from the R
   package, useful for validating weighted/probabilistic workflows.

   :returns: occup_panel dataset
   :rtype: pandas.DataFrame