In the first pilot study, two groups of mathematically able Y12 students (16-17 year old) explored how they could detect errors in a very large weather dataset, provided by the UK Met Office. This was a very open task and the students had to decide and explore by themselves what problems they would study, what statistical techniques could be used and what conclusions they could make.