:py:mod:`engcom.data`
=====================

.. py:module:: engcom.data

.. autoapi-nested-parse::

   Module that generates data sets



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


Functions
~~~~~~~~~

.. autoapisummary::

   engcom.data.step_response
   engcom.data.policy_adoption
   engcom.data.ideal_gas
   engcom.data.movie_ratings_binned
   engcom.data.thermal_conductivity



.. py:function:: step_response(time=None, ntime=101, maxtime=10, noisy=True, system_order=2, damping_ratio=0.5, natural_freq=1, time_constant=1)

   Returns simulated step response data through time


.. py:function:: policy_adoption()

   Returns predicted probability data for policy adoption
   vs percent of group in favor of policy.
   Groups: average citizens and economic elites

   From Martin Gilens and Benjamin I. Page article
   Testing Theories of American Politics: Elites, Interest Groups, and Average Citizens
   http://dx.doi.org/10.1017/S1537592714001595
   Values read visually from Figure 1


.. py:function:: ideal_gas(V=None, T=None, n=1, R=8.3145, noisy=True)

   Returns ideal gas law data (Pressure vs Volume and Pressure)


.. py:function:: movie_ratings_binned()

   The author's movie rating frequencies for 89 movies,
   in 10 bins of size 1 from 0-10


.. py:function:: thermal_conductivity(category=None, paired=True)

   Thermal conductivity in W/(m K) at 293 K and 100 kPa

   Source: Carvill, James. 1994. Mechanical Engineer's Data Handbook.
   11th edition.