A scatter diagram of electricity use against outdoor temperature is U-shaped: use is high on very cold days, low on mild days and high on very hot days.
Explain why a product moment correlation coefficient close to zero would be compatible with this diagram.
Explain why a linear regression model would be unsuitable.
Suggest a refinement to the model or analysis.