Analyse a CSV

Data quality preview

Clear answers from messy data.

Start with a free data quality snapshot. Explore missing values, duplicates and numeric patterns before choosing a deeper report.

Try the working report studio
CSV stays on your device for this preview No account needed to preview
FREE FIRST SNAPSHOT

Explore your dataset

Local preview

One free download per browser. Preview as many datasets as you like. Clearing browser storage can reset this limit.

What the preview tells you

Spot issues before you report them.

01

Coverage

See missing cells, affected columns and the fields that need attention first.

02

Consistency

Find exact duplicate rows and inspect a sample of source records.

03

Distribution

Review numeric minimums, maximums and averages for obvious anomalies.

Report packages

Choose how far to go

Request the report you need. We confirm the dataset, scope and deliverable before sending a payment instruction—there is no automatic charge.

Data Quality Snapshot

A field-by-field quality audit you can act on

$9
  • Missingness and distinct values for every field
  • Exact duplicate and blank record counts
  • Numeric ranges, median and IQR flags
  • Findings CSV and printable report
RECOMMENDED

Programme Performance Report

Configure an outcome and see where results differ

$39
  • Everything in Snapshot
  • Defined outcome rate and denominator
  • Group comparisons and monthly trends
  • Downloadable performance report

Executive Reporting Pack

A concise decision brief alongside the full analysis

$79
  • Everything in Performance
  • Executive summary grounded in the figures
  • Prioritized quality and performance checks
  • Printable report with methods and caveats

$39 ASSISTED PILOT

Programme Performance Report

A repeatable first paid service with a fixed scope and clear hand-off.

What we require
  • One CSV, up to 30 MB or 100,000 rows
  • A date field, outcome field and outcome definition
  • One comparison field, such as facility or region
  • Up to three priority indicators
  • No names, IDs or identifiable patient data
What you receive
  • Performance summary with denominators
  • Group comparisons and monthly trends
  • Quality warnings and interpretation notes
  • Word/PDF report and findings CSV
  • One correction round for agreed calculations
Secure delivery
  • Scope confirmed before payment
  • Dataset shared only through an agreed access-controlled link
  • Report delivered through a restricted download link
  • Target turnaround: two business days after payment and a usable file

Request without paying

Programme Performance Report · $39

Tell us what the report should answer. Do not paste or upload names, patient IDs, phone numbers or other identifiable records.

  1. We review the objective and required fields.
  2. We confirm the scope and secure file-transfer method.
  3. Payment is requested only after you approve the scope.

Submitting this form does not charge you or commit you to purchase.

Privacy

Your preview stays on your device.

The CSV preview and text download run in your browser; this page does not upload the file. The first five records are displayed on your screen, so use a private device when viewing sensitive data. Do not email identifiable patient data. Structural checks do not replace expert validation.