Project showcases a real world scenario of data wrangling.
- Gathering Data
- Assessing Data
- Cleaning Data
Data is gathered from 7 different data sources in a combination of APIs, manual downloads and web scraping. The project is finalized by answering a research question with 2 visualizations.
Files used are:
- Data_Wrangling_Project HRD.pynb
- BrentSpotPrice Development 2000-2023.csv
- ECB Inflation 2000-2023.csv
- ECB Rates 2000-2023.csv
APIs can potentially change over time, providing new column names. The web-scraped data is prone to errors in the future when changes are made to the web page.
Credits to Udacity for project set-up.