A collection of small projects revolving around web scraping using requests and BeautifulSoup.
I wanted to explore and build skills that involve 'dirty' data that hasn't necessarily been pre-processed for me, and web scraping seemed like a good starting point to do so.
I have done a couple of small projects where I have picked websites and pages and tried to produce a good workable dataset at the end of it that could be used for further analysis, model building or visualisations.
As websites are developed and changed, these scripts might stop working as they are specific to the html structure at a given point in time, but they were working when I committed the changes!