Turn raw data into verified insights
Upload a CSV, Excel or JSON file. Get pivot tables, charts, programme indicators and a full integrity check — in seconds.
Upload your dataPrivate by design: your file is deleted as soon as the analysis ends and results are removed after 48 hours.
Which columns does my file need?
Standard analysis: Record ID, Beneficiary ID, Full Name, Phone, Sex, Age, Ward, Programme, Date, Sessions Attended, Completed Training, Income Sources, Monthly Income
Sales: Order ID, Date, Region, Product, Units, Revenue
Built so you can trust the numbers
Analysis mistakes are expensive. Every run is checked before you see it.
Calculated twice
Pivots and indicators are computed by two independent methods. Any disagreement stops the report.
Privacy controls
Hash, mask or drop names and phone numbers in every output, including rejected rows.
Kobo & ODK ready
Understands survey exports: group headers, timestamps and multi-select questions.
Reports you can share
Excel with live formulas and charts, plus a single-page HTML report for e-mail.
From raw file to verified report in 3 steps
No setup on your side — just your data.
Upload
Drop a CSV, Excel or JSON file. Optionally give the analysis a name.
We clean & verify
Bad rows are set aside with reasons, never silently changed. Totals must reconcile.
Download
Get the Excel and HTML reports, clean data, rejected rows and an audit record.
More from swasamson.site
Tools, projects and resources for data, community programming and digital skills. Come and take a look.