Numerical Data Analysis from CSV
Budget: ₹12,500 – ₹37,500 INR
I have a collection of CSV and Excel files filled with purely numerical columns that I need turned into clear, actionable insight. Your task is to take these raw tables all the way from initial cleaning through to a succinct set of findings, visualisations and recommendations that I can present to non-technical stakeholders.
The workflow I expect is straightforward: import the files, tidy up missing or inconsistent values, run the exploratory statistics that uncover patterns or anomalies, then build concise plots (Python / pandas / NumPy / Matplotlib or similar) so the story of the data is obvious at a glance. If meaningful, a simple predictive model or correlation analysis would be welcome as well, but only if it genuinely adds value.
Deliverables
• A reproducible notebook or script with clear comments
• All generated charts saved as high-resolution images
• A short summary document (one to two pages) explaining key findings, methodology and next steps
Everything should run end-to-end on fresh execution with nothing more than the source spreadsheets in the working folder. Let me know your preferred toolchain and any clarifications you need, and we can get started right away.
The workflow I expect is straightforward: import the files, tidy up missing or inconsistent values, run the exploratory statistics that uncover patterns or anomalies, then build concise plots (Python / pandas / NumPy / Matplotlib or similar) so the story of the data is obvious at a glance. If meaningful, a simple predictive model or correlation analysis would be welcome as well, but only if it genuinely adds value.
Deliverables
• A reproducible notebook or script with clear comments
• All generated charts saved as high-resolution images
• A short summary document (one to two pages) explaining key findings, methodology and next steps
Everything should run end-to-end on fresh execution with nothing more than the source spreadsheets in the working folder. Let me know your preferred toolchain and any clarifications you need, and we can get started right away.