data science and big data

Review the article (linked below) about data fallacies and how to avoid them.

https://www.kdnuggets.com/2017/12/4-common-data-fallacies.html

Describe one data fallacy. Explain your vision on avoidance as it pertains to a specific scenario (real or imagined).

When interacting with your peers discuss pros, cons, and recommended approaches as well.