Target Audience Data Analysis

I need a Python-driven analysis of my market research data to pinpoint our ideal target audience. The raw survey and demographic files are already compiled; what I’m missing is a clear, data-backed profile that we can hand off to marketing and product teams.

Here is what I expect:
• Clean and structure the datasets so they’re ready for analysis.
• Run exploratory data analysis and any relevant statistical tests or clustering to surface audience segments.
• Translate the findings into a concise executive summary with charts and actionable insights.

You are free to use pandas, NumPy, scikit-learn, or similar libraries, provided the final notebook or script is well-commented and reproducible. I’ll supply the data and be available for quick clarifications along the way.