COVID - VACCINE - GDP - ANALYSIS

Description

This project analyzes the relationship between COVID-19 vaccination rates and Gross Domestic Product (GDP) from 2020 to 2023.

Data

The project uses the following data files:

• Raw Data:
  • data/raw/vaccination.csv: Raw vaccination data.
  • data/raw/world_bank_economic_indicators_2020_2023.csv: Raw economic indicators data from the World Bank.
• Cleaned Data:
  • data/cleaned/vaccination-cleaned.csv: Cleaned vaccination data.
  • data/cleaned/wbe_cleaned.csv: Cleaned World Bank economic indicators data.
• Processed Data:
  • data/processed/merged_data.csv: Merged and processed data used for analysis.

Scripts

The analysis is performed using the following R scripts:

• scripts/01_fetch_data.r: Fetches the raw data.
• scripts/02_data_cleaning/vaccination_cleaning.r: Cleans the raw vaccination data.
• scripts/02_data_cleaning/wbe_cleaning.r: Cleans the raw World Bank economic indicators data.
• scripts/03_merged_data.r: Merges the cleaned datasets.

How to Run

1. Ensure you have R installed on your system.
2. Open an R environment.
3. Set the working directory to the root of this project.
4. Run the scripts in the following order:
   • source("scripts/01_fetch_data.r")
   • source("scripts/02_data_cleaning/vaccination_cleaning.r")
   • source("scripts/02_data_cleaning/wbe_cleaning.r")
   • source("scripts/03_merged_data.r")
5. The final merged dataset will be available at data/processed/merged_data.csv.