COVID19 Mortality Prediction Using Machine Learning

Repository of files used for the implementation of Machine Learning Algorithms used for the prediction of COVID-19 mortality in hospitalized patients from Brazil.

Datasets

• Source: https://opendatasus.saude.gov.br/dataset
• Search terms: "Síndrome respiratória aguda grave"
• Years included: 2021 and 2022

Data Dictionary

Contains the description of all the variables in the dataset.

Jupyter Notebook

Contains the python code used in the analyses. It is separated into four main parts:

1. Loading Datasets
2. Data Wrangling and Exploratory Data Analysis
3. Statistical Analysis
4. Machine Learning Models