Clustering Bustabit Gambling Behavior

Ever wondered what the gambling behavior at the casino was like? Some people seem to win more, while others can be risky and reckless with their bets. Others are more casual about the experience. While collecting this data from the casino might be a challenge, there is an online platform called [Bustabit](https://www.bustabit.com/play) in which gamblers can bet Bitcoin. We have data from thousands of Bustabit gambling sessions. We tracked the user's amount of bet, winnings, and other properties. You will use this data to perform a cluster analysis, which is a grouping of gamblers according to their gambling habits. Students should be familiar with R programming and the Tidyverse package, which will be used for data manipulation and summarization. This dataset includes 10,000 Bustabit games. Each game records the name of the individual gambler, the BustedAt-value of the game and the multiplier at the time the gambler cashed out.