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The Mexican CPI Dataset

This repository contains a series of python scripts to generate the CPI (City Prosperity Index) dataset for 305 municipalities in Mexico.

Setup

The use of a virtual environment is recommended.

python -m venv venv
source venv/bin/activate

Required directories

  • data
  • pdfs

Install dependecies

pip install -r requirements.txt

Download all the PDFs

This dataset is made from the tables in 305 pdf files. The command to download the files is as follows:

./scraper.py

Extract the tables from the PDFs

./extractor.py

Generate the final dataset

./preprocess.py
./fix_final_ds.py

After executing the above command the files CPI_Mex.csv and CPI_Mex_full.csv are generated.

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