/covidDataExploration

This is a report about how to map COVID-19 deaths. It uses a dataset from Brasil.io.

Primary LanguageHTML

🔬 Covid-19 Data Analysis

Some analysis of Covid-19 data using several tools and datasets.

Mapping Covid Deaths with leaflet

MappingCovidObits.R - script in R to create an interactive map of the obits by COVID-19.

casos_full.csv - the dataset containing the number of deaths by city per day. (>25MB - download it at https://brasil.io/dataset/covid19/caso_full/). The dataset used here was dowloaded in 11-17-2020

MappingCovidObits.html - the report containing the code and comments about the analysis.

Extract, Transform & Load Covid Data with pandas & pandera

ETLCovidData - Notebook with a pipeline to prepare and filter Covid-19 Data from CSSEGI Sand Data Github in real time.

Machine Learning Analysis with ARIMA & prophet

ARIMA & prophet predictions - Some exploration of the data; predictions with models ARIMA & prophet; mobile mean.

COVID19MLAnalysis.html - Contains the html report