DataIngrid automates the tedious parts of survey data preparation — quality checks, SPSS syntax generation, and PRF stacking — so your team can focus on analysis.
From raw survey data to clean, analysis-ready output — all in one place.
Define quality control tests against your survey variables — range checks, logic checks, skip patterns, and more. Generate validated SPSS syntax instantly.
Map once-only variables and loop structures to generate perfect SPSS PRF stacking syntax. Handles complex multi-wave survey designs with ease.
Identify duplicates, outliers, and inconsistent values across your dataset. Apply transformations and recode rules with automatic syntax generation.
Build custom cross-tabulation templates and generate frequency tables, banner specs, and summary reports — ready for client delivery.
A structured, repeatable process that eliminates rework.
Paste or upload your variable list. DataIngrid parses names and labels automatically.
Choose from 50+ QC test templates. Map variables to conditions with a guided form.
Instant feedback as you build — broken references and logic conflicts flagged immediately.
One click generates clean, commented SPSS syntax. Copy or download instantly.
Stop writing SPSS syntax by hand. Define your checks once, generate perfectly formatted code every time.
| Variable | Wave 1 | Wave 2 | Wave 3 |
|---|---|---|---|
| Gender | once-only | — | — |
| Age | once-only | — | — |
| Satisfaction | SAT_W1 | SAT_W2 | SAT_W3 |
| Likelihood | LIK_W1 | LIK_W2 | LIK_W3 |
Multi-wave, multi-loop survey structures mapped visually — correct SPSS PRF syntax generated with zero manual effort.
The gap between survey collection and analysis is full of manual, error-prone work. DataIngrid closes it.
What takes hours in a text editor takes minutes in DataIngrid.
Built-in validation catches broken references before you ever download.
Share projects, assign roles, and review work together in real time.
Folders, versioning, and status tracking keep every study in order.
Single-session enforcement, role-based access, and audit logging built in.
Output is production-ready — paste directly into SPSS and run.
Create your free account and run your first QC project in under 10 minutes.