Algorithms What's wrong with this data? Kaiser Fung (Numbersense) invites readers to help decide whether the data are fake, using a Yelp account as an example.
Big Data Counting is hard, especially when you don't have theories Exploring the data about movies, uncovering data issues
Aggregation Good models + Bad data = Bad analysis Example showing how to diagnose bad data in data science models