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IBGE areas analysis

This jupyter notebook was made to analyze the data from IBGE related to the Brazil municipalities from 2020.

Welcome! Here is some of the information and subject available in the analysis:

  • Handling with NULL values;
  • Handling with duplicate records;
  • Merging information;
  • Simple view of the shapefile with color differentiation;
  • Dissolving geospatial data;
  • Simple bar chart with count of occurrences;
  • Simple heat map visualization according to values;

To start playing, there are two ways to check the analysis:

  1. Don't want to install anything in your machine? Here is the easiest way: using a virtual environment with mybinder.org:

    • Click in the launch binder to start the jupyter notebook -> Binder

  2. If you want to proceed with the traditional way, here is the steps to get everything installed:

    • Installing requirements -> check the requirements folder to install all dependencies;
    • Get the data -> download or clone this repository and the data will be available within data folder, if you're facing any issue there is a explanation where the data is coming from and how to get it from the official IBGE page;
    • Explore the jupyter notebook inside src folder -> IBGE_Areas_Analysis;

Would you like to contribute? here are some ideas:

  • Folium -> to put a nice background map in the visualization
  • Interactive map -> Maybe streamlit (just thinking loud)