The Dangers of Data, Part 1

I have been using data to guide decisions for a long time, and I have made a ton of mistakes in analyzing that data that has led to bad results. There’s a reason people say “garbage in, garbage out,” but how do laypeople know when data analysis is useful and when it isn’t?