I need to analyze data for [purpose]. The data includes: [describe data types and sources]. I want to answer these questions: [list research questions]. Provide: 1) Recommended analytical approaches and methods, 2) Step-by-step process for cleaning and preparing the data, 3) Visualization techniques that would best show the insights, 4) Potential limitations to address, 5) How to validate the findings.