This jupyter notebook was made to analyze the data from IBGE related to the Brazil municipalities from 2020.
- 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;
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Don't want to install anything in your machine? Here is the easiest way: using a virtual environment with mybinder.org:
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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;
- Installing requirements -> check the
- Folium -> to put a nice background map in the visualization
- Interactive map -> Maybe streamlit (just thinking loud)