How to Normalize & Scale data?

A growth manager at a travel booking portal is evaluating two different tasks related to user behavior and pricing strategies:


  • Task I: Assess user engagement across various platforms by comparing session durations and interaction rates to optimize UI/UX design.

  • Task II: Analyze the competitiveness of hotel pricing across different cities by comparing the prices adjusted for seasonality and location desirability.

Which of the tasks would involve the data transformation technique of normalization and scaling?

Choose the closest answer: