Your question is Regression Analysis in Code. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Can you explain a basic statistical concept, such as regression analysis, and how you might implement it in code?