Here is my Data Science Final Project! I actually spent a lot more time thinking about a topic than I did coding / writing up. In the end I decided to expand on the ‘Chocolate’ project covered in the data acquisition part of the course. This project uses beautiful soup to scrape data from a website and converts it to a pandas dataframe. from there, the data can be assessed using all of the usual tools available to pandas including visualisations, hpothesis testing and machine learning.
I have set out to predict the rating of a chocolate product based on the features in this dataset that are most associated with the rating. I have also analysed the data to work out the best products based on the rating given.
Feel free to have a look at my approach, feedback is always welcome!