The goal of this analysis is to a) understand a bit more about Nick and the contestants from season 21 and b) try to predict who is going to get a hometown date and the final rose. The data used is scraped from Wikipedia pages for each individual season of the Bachelor and the page for the series as a whole.
Note: There are no Wikipedia Pages for Seasons 3,4,6,7,or 8 and therefore, they seasons are excluded from this analysis. I also excluded seasons 9 and 12, as the distances between bachelors and contestants in those seasons is fundamentally different than other years, including the current one