Clean data, ready for analysis.
Data cleaning, weighting, open-end quality checks and banner tables, delivered in SPSS, Excel or CSV, in the format your analysts already use.
Data your analysts can use straight away
Data cleaning
Speeders, straight-liners and inconsistent answers are removed and logged.
Weighting
RIM and cell weighting to census or custom targets, with efficiency reported.
Open-end quality checks & framework
Poor-quality and gibberish answers flagged, then a theme framework built from the data, applied consistently across languages.
Banner tables
Cross-tabs with significance testing, nets and custom breaks to your specification.
Any format
SPSS (.sav), Excel, CSV, Q or triple-S.
Trackers
Consistent wave-on-wave processing with automated trend tables.
From raw file to checked tables.
Every project has a named project manager, sign-off points and live status updates.
Deliverables
Tab plan
You share the banner and stub specs, or we draft them from the questionnaire.
Clean & check
Quality checks and a removals log, then an open-end framework for your approval.
Weight & tabulate
Weighting applied, then tables run with significance testing.
Check & deliver
Every table is spot-checked against the raw data before delivery.
Asked and answered.
Can you process data from a survey you did not field?
Yes. Send the raw data and questionnaire and we can clean it, run open-end quality checks and tabulate it.
Which significance tests do you run?
Column proportions and means tests at 90/95/99%, with effective base adjustment when the data is weighted.
Can you build dashboards?
Yes, as part of our insights and reporting service.
Pairs well with.
Brief us. We'll price it.
Share a few details and a research lead will reply within one business day with feasibility, timing and a fixed quote, or a time for a live platform demo.