VelocitiQ Solutions

Data & Research

Research Data Engineering — Comoros

Bilingual data harmonization, screening, QA and analysis preparation.

  • Data Engineering
  • Bilingual QA
  • SPSS
  • Research
Master dataset workbook showing sample flow by form language and screening counts

The Comoros dataset required more than spreadsheet cleanup. The workflow preserved 404 raw submissions, harmonized bilingual categories, applied screening rules, flagged data-quality issues, created analysis-ready records, and maintained a cleaning log, codebook and translation map so every transformation remained traceable.

What we built

  • 404 raw submissions preserved
  • 157 English and 247 French submissions harmonized
  • 365 primary analysis cases
  • 39 excluded by screening but retained for audit trail
  • 71 QA-review records
  • Cleaning log, codebook, translation map and SPSS-ready sheet

Gallery

Data engineering pipeline
Merge, harmonise, screen, QA, export

Tell us what you're building.

We reply within 24 hours with a clear scope, fixed deliverables and a realistic timeline.