I have several sets of structured data in spreadsheets and simple database exports that I need transformed into a clear, insight-rich summary. The work centres on cleaning the files, running descriptive statistics, creating intuitive visuals, and assembling a concise narrative that highlights the most important findings. You’ll receive the raw CSVs and a small MySQL dump. Feel free to work in Python (pandas, matplotlib, seaborn), SQL, Excel, or any comparable stack you prefer—as long as the workflow is reproducible and I can rerun it later if the data updates. Deliverables • A cleaned, well-documented dataset • A short written report (PDF or slide deck) that explains trends, aggregates, and any unexpected patterns in plain language • Visualisations and/or an interactive dashboard that make the story obvious at a glance • The source code or notebook so the entire process is transparent and repeatable Clarity and accuracy matter more to me than complex modelling; this project is purely about summarising and reporting structured information in a way decision-makers can act on immediately.