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felipehlvo/access_to_education_map

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Mapa do Ensino Médio 📚

An interactive map measuring spatial access to public high schools in Brazil.

screenshot

Demo App

Mapa do Ensino Médio

Repository Structure

Main Directory

File Content
app.py Contains the actual Streamlit application
requirements.txt Contains all requirements (necessary for Streamlit sharing)

data/Final/

File Content
schools_census.zip data on the school census
dem_census_XXX.zip data on the Demographic Census (split for because they are too large)

notebooks

File Content
Data Importing.ipynb Notebook used to download the data form Base Dos Dados
Create Dataset.ipynb Notebook used to join census files
Building Basic Dataset.ipynb Notebook used to extract data of interest from Census and School Census and make school.csv and census.csv
Creating the Distance Matrix.ipynb Notebook for calculating the distance matrix between schools and census tracts
Access Metric - Brazil.ipynb Jupyter Notebook calculating the accessibility metric

⚙️ How to run the application locally?

# clone the repository
git clone https://github.com/felipehlvo/access_to_education_map.git

# Go to the directory of the repository
cd access_to_education_map

# Install required packages
pip install -r requirements.txt

# Run app
streamlit run app.py

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An interactive map measuring spatial access to public high schools in Brazil.

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