The section below contains a bullet point summary from this excellent article from geckoboard...
https://www.geckoboard.com/best-practice/statistical-fallacies/https://www.geckoboard.com/uploads/data-fallacies-to-avoid.pdfCherry Picking
Data Dredging
Survivorship Bias
Cobra Effect
False Causality
Gerrymandering
Sampling Bias
Gambler's Fallacy
Regression Toward the Mean
Hawthorne Effect / Observer Effect
Simpson's Paradox
McNamara Fallacy
Overfitting
Publication Bias
Danger of Summary Metrics