Get startedGet started for free

Correlation or causation?

A good Data Scientist is able to identify the limitations of a study and distinguish between a mere correlation versus a causal relationship that A/B tests enable us to claim. The gen_habits DataFrame is loaded for you and has the columns monthly_orders and monthly_hours. The fictitious data is observational in nature (i.e. not part of a controlled experiment). Which of the following statements best describes the relationship between the two variables?

This exercise is part of the course

A/B Testing in Python

View Course

Hands-on interactive exercise

Turn theory into action with one of our interactive exercises

Start Exercise