Ideas for the future: Extract more data from https://www.thewhiskyexchange.com/
https://www.r-bloggers.com/where-the-whisky-flavor-profile-data-came-from/ http://blog.revolutionanalytics.com/2013/12/k-means-clustering-86-single-malt-scotch-whiskies.html
Crawl this http://www.whisky-monitor.com/search.jsp to extract all data.
Or this: http://www.whisky-monitor.com/bottle.jsp?bid=2
Resources: https://www.kaggle.com/sharmasanthosh/allstate-claims-severity/exploratory-study-on-ml-algorithms https://www.kaggle.com/benhamner/d/uciml/iris/python-data-visualizations https://www.kaggle.com/mrisdal/titanic/exploring-survival-on-the-titanic