Funder‑ready outcomes • Cohort summary • Private by default
Funder‑Ready Outcome Report. Clean your outcomes spreadsheet in minutes.
Upload your program outcomes spreadsheet (CSV/XLSX). We validate, dedupe, normalize dates, generate a cohort placement summary, and give you exports you can send to funders.
De-dupe
Remove exact duplicate rows
Validate
Missing fields + email/date checks
Export
Clean CSV ready to import
What you get
- • Cleaned CSV export
- • Column normalization (consistent headers)
- • Duplicate row removal
- • Data quality report (missing/invalid fields)
Privacy
By default, files are processed and deleted immediately after generating your outputs.
Beta
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Try it now
Upload an outcomes spreadsheet. You’ll get a cleaned export, a cohort summary, and a quality report.
Max file size: 8MB
Optional: Sign in to save your column mapping
Without signing in, you can still use the tool — but your mapping won’t be saved.
Drag and drop your file
CSV, XLSX, or XLS
What it does
- • Normalizes column names
- • Removes exact duplicates
- • Drops fully empty rows
- • Flags missing fields
What it doesn’t do (yet)
- • Match across different schemas
- • Merge multiple files
- • Custom business rules
- • Integrations
Want custom rules?
Email us with a sample file + desired rules. We’ll add rule packs as this grows.
lexor@meritmark.net