I have news for you. Don't trust anyone with data. Mistakes are made. Biases are confirmed. Reproducibility & criteria for falsifiability are not proven. Unknown unknowns exist. There are different ways of categorizing & counting things. Abstraction is a lie (the map is not the territory).
There are only two hard things in Computer Science: cache invalidation, naming things, and off by one errors...