imdevskp / ebola_outbreak_dataset

The repository contains data and code for scrapping and cleaning data on Ebola outbreak in 2014

ebola_outbreak_dataset

The repository contains data and code for scrapping and cleaning data on Ebola outbreak in 2014

Sources

https://data.humdata.org/dataset/ebola-cases-2014
https://apps.who.int/gho/data/node.ebola-sitrep

Files

ebola_2014_2016_raw.csv - It contains raw data from https://data.humdata.org/dataset/ebola-cases-2014 with several indicators
ebola_data_cleaning.ipynb - Notebook contains code used to clean the data
ebola_2014_2016_clean.csv - It contains only confirmed and deaths counts

Indicators

Cumulative number of confirmed Ebola cases
Cumulative number of probable Ebola cases
Cumulative number of suspected Ebola cases
Cumulative number of confirmed, probable and suspected Ebola cases

Cumulative number of confirmed Ebola deaths
Cumulative number of probable Ebola deaths
Cumulative number of suspected Ebola deaths
Cumulative number of confirmed, probable and suspected Ebola deaths

Number of confirmed Ebola cases in the last 21 days
Number of probable Ebola cases in the last 21 days
Number of suspected Ebola cases in the last 21 days
Number of confirmed, probable and suspected Ebola cases in the last 21 days

Number of confirmed Ebola cases in the last 7 days
Number of probable Ebola cases in the last 7 days
Number of suspected Ebola cases in the last 7 days
Number of confirmed, probable and suspected Ebola cases in the last 7 days

Proportion of confirmed Ebola cases that are from the last 7 days
Proportion of probable Ebola cases that are from the last 7 days
Proportion of suspected Ebola cases that are from the last 7 days
Proportion of confirmed, probable and suspected Ebola cases that are from the last 7 days

Proportion of confirmed Ebola cases that are from the last 21 days
Proportion of probable Ebola cases that are from the last 21 days
Proportion of suspected Ebola cases that are from the last 21 days
Proportion of confirmed, probable and suspected Ebola cases that are from the last 21 days

Case fatality rate (CFR) of confirmed Ebola cases
Case fatality rate (CFR) of probable Ebola cases
Case fatality rate (CFR) of suspected Ebola cases
Case fatality rate (CFR) of confirmed, probable and suspected Ebola cases

Number of confirmed Ebola deaths in the last 21 days
Number of probable Ebola deaths in the last 21 days
Number of suspected Ebola deaths in the last 21 days
Number of confirmed, probable and suspected Ebola deaths in the last 21 days

Proportion of confirmed Ebola deaths that are from the last 21 days
Proportion of probable Ebola deaths that are from the last 21 days
Proportion of suspected Ebola deaths that are from the last 21 days
Proportion of confirmed, probable and suspected Ebola deaths that are from the last 21 days