The Toolbox
13 specialized modules. One goal: Get from raw data to tables without opening Excel.
Weight Wizard
Balance your sample to Census or custom quotas.
- Raking (IPF) up to 10 variables
- Check efficiency & Effective Base (N)
- Auto-trim weights > 3.0
StandardProfessional
SurveyStat
Significance testing with every formula shown.
- T-Tests (Means) & Z-Tests (Props)
- Chi-Square for crosstabs
- One-way ANOVA & Kruskal-Wallis
StandardProfessional
Data Cleaner
Spot bad respondents before you pay for them.
- Flag speeders (< 30% median time)
- Catch straight-liners (low variance)
- Dedupe by IP or ID
SandboxStandardProfessional
Sample Size
Calculate the right sample size before you field: using Cochran's formula with finite population correction.
- 90 / 95 / 99% confidence levels
- Finite population correction
- Free: no signup required
Open-End Coder
Code text responses without reading 5,000 rows.
- Cluster responses by theme (Local AI)
- Rename & merge codeframes
- Export codebook to Excel
StandardProfessional
Tracker Harmonizer
Stack Wave 1 and Wave 2 without a headache.
- Fuzzy match column headers
- Remap values (e.g. 1=Male vs 1=Man)
- Merge into one master file
Professional
Penalty Analysis
Fix your product before you launch.
- JAR (Just-About-Right) diagnostics
- Calculate Mean Drop per attribute
- Prioritize fixes (matrix view)
Professional
TURF Analyzer
Find the perfect flavor/feature combo.
- Maximize Unduplicated Reach
- Test 2, 3, or 4-item portfolios
- Brute-force accuracy
Professional
Key Driver Analysis
Know exactly what drives NPS.
- Relative Importance (Shapley proxy)
- Ridge Regression (L2)
- Chain with Open-End Coder for NPS drivers
ProfessionalLearn more →
Label Mapper
Turn numeric codes into readable labels.
- Map 1→Male, 2→Female across columns
- Apply a codebook in one pass
- Cleaner tables and exports
SandboxStandardProfessional
Banner Table
Build MR-standard crosstabs with significance testing.
- Column %, sig letters (A/B/C)
- Weighted bases (Kish effective N)
- Export to formatted Excel
StandardProfessional
Segment Builder
Discover respondent segments with clustering.
- K-means & hierarchical clustering
- Auto-suggest k (elbow / silhouette)
- Profile & name each segment
Professional
MaxDiff
Rank items by preference: without a Sawtooth license.
- Best-worst (MaxDiff) choice tasks
- Counting + aggregate-logit utilities
- Preference shares, in-browser
Professional