A short project on applying association rules for market basket analysis.

A text mining application to Warren Buffet's annual shareholder letters from 1977 to 2016. We scrape the data from Berkshire Hathaway.

A visual exploratory analysis into space missions from 1957 to 2020.

An exploratory and simple regression analysis on movie data set scraped from IMDb and Rotten Tomatoes.

We apply several clustering methods in analysing the data set of property listings in Cape Town by AirBnB.

We use Random Forests to filter and identify spam emails.

We have a look at the Happy Planet Index. We make use of clustering and self organising maps to analyse similar countries across the globe in terms of the index.