97 Things Every Data Engineer Should Know
Tobias Macey, 2021

Data analysis can be categorized into four types: denoscriptive, diagnostic, predictive, and prenoscriptive analysis. Denoscriptive analysis summarizes raw data, diagnostic analysis determines why something happened, predictive analysis uses past data to predict the future, and prenoscriptive analysis suggests actions based on predictions.