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Predicting_Poverty

This is the repository for our Machine Learning for Cities final group project at CUSP, NYU.

It serves as a platform of code version control, code exchange, code safehouse and reproducibility.

To reproduce the data and analysis, run the Notebooks in following order -

  • Download_data.ipynb
  • Data_cleaning.ipynb

Meta Data

  • City - New York
  • Granularity - PUMA (55 unique PUMAs in NYC)
  • Timeline - 2005 to 2014

Websites for Datasets

  • CEO Poverty data - Main dataset
  • Social Explorer
  • US Census
  • Data2go.nyc
  • Simply Map