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
Hands-on interactive exercise
Turn theory into action with one of our interactive exercises
