synthpop
synthpop copied to clipboard
Synthetic populations from census data
SynthPop
.. image:: https://travis-ci.org/UDST/synthpop.svg?branch=master :alt: Build Status :target: https://travis-ci.org/UDST/synthpop
.. image:: https://coveralls.io/repos/UDST/synthpop/badge.svg?branch=master :alt: Test Coverage :target: https://coveralls.io/r/UDST/synthpop?branch=master
SynthPop is a reimplementation of PopGen
_ using the modern scientific Python
stack, with a focus on performance and code reusability.
The SynthPop code is a completely new implementation of the algorithms described in this reference, and the paper as well as this repository should be cited if you use SynthPop:
Ye, Xin, Karthik Konduri, Ram Pendyala, Bhargava Sana and Paul Waddell. A Methodology to Match Distributions of Both Households and Person Attributes in the Generation of Synthetic Populations. Transportation Research Board 88th Annual Meeting Compendium of Papers DVD. January 11-15, 2009
The paper is available here: http://www.scag.ca.gov/Documents/PopulationSynthesizerPaper_TRB.pdf
.. _PopGen: http://urbanmodel.asu.edu/popgen.html
Installation
virtualenv venv --python=python3.7
source venv/bin/activate
pip install -r requierements.txt
cd synthpop/
python setup.py develop
To run Synthpop
you need a Census API that you can get one from here. After you get and validate the API key you can add it as an enviromental variable to your environment as by adding to /venv/bin/activate
the following line:
export CENSUS='yourApiKey'