Dataset: City
=============

The original data from Chicago's data portal contains detailed
information for each crime and call to 311. We have split the city up
into regions using a simple grid and have aggregated this data by
region.

Each city data file contains data for different types of complaints
(that is, calls to 311) and the total amount of crimes on a per-region
basis.  The first row in the file contains column labels, for example,
``GRAFFITI`` or ``POT_HOLES``.  Subsequent rows contain data for
different regions of the city. A column contains data for a given
variable across all the rows. For example, the column with index 1 (the
second column) contains the number of calls about pot holes for each
region.  In addition to information about specific types of
complaints, the file also has one column that contains the total
number of crimes in each region.

:File paths:
    ::

        data/city

:Parameters:
  ::

    {"name": "City", 
     "predictor_vars": [0, 1, 2, 3, 4, 5, 6], 
     "dependent_var": 7, 
     "training_fraction": 0.55, 
     "seed": 22992}

.. |br| raw:: html

   <br />

.. include:: city.html