When data lies: Addressing and handling bias in data analysis

The moment we assume our data is neutral… is the moment we stop being data scientists.

One of the humbling aspects of data analysis is its ability to prove you wrong. Data will always show trends and patterns, but sometimes, when you’re buried in numbers, you can fall into a state of c…