Data Science Solution Needed

I have a dataset that I need to turn into clear, actionable insights. Your job is to walk it from raw form all the way through to a concise, well-explained result. That means exploring the data, selecting and justifying the right modelling approach, validating the findings, and packaging everything so it is easy for a non-technical stakeholder to understand and reuse.

You are free to choose the language, libraries, or workflow you feel delivers the most reliable output; what matters is that every step is reproducible and documented. I will supply the data—and answer clarifying questions—once we agree to start.

Deliverables I expect
• A clean, well-annotated notebook or script that runs end-to-end
• A short summary report (PDF or slide deck) highlighting methodology, key metrics, and recommendations
• All supporting assets in a shareable repository

Acceptance criteria
• Code executes without manual fixes on my machine
• Results match the figures stated in your report
• All assumptions and preprocessing choices are stated clearly

Let me know how you would approach the task, the approximate timeline, and any similar work you can point me to.