Publication-ready statistical tables in seconds, not hours.
No complex scripts or bloated SPSS menus. Upload raw responses, clean variables, compute composite scoring, and export camera-ready Vancouver/ICMJE formatted tables with one click.
| Variable | n | % |
|---|---|---|
| Female | 182 | 60.7% |
| Male | 118 | 39.3% |
| Pre-clinical | 134 | 44.7% |
| Clinical | 166 | 55.3% |
From raw questionnaire data to camera-ready manuscript
Four automated steps engineered to eliminate tedious data wrangling and manual formatting.
Upload & Ingest
Import CSV, XLSX, or Google Forms export. Columns are automatically parsed into nominal, ordinal, and continuous scales with zero setup.
Score & Categorize
Define composite sum/mean scores, Bloom's cutoffs (80%/60%), and custom Likert domain thresholds with real-time distribution charts.
Crosstab & Infer
Generate multi-variable contingency tables, Pearson's Chi-Square, and Fisher's Exact tests with automatic assumption validations.
Export Vancouver/ICMJE
One-click copy directly into Word or Google Docs with camera-ready Vancouver/ICMJE rules, standardized sample footnotes, and automated narratives.
Pre-loaded Academic Studies
Explore realistic cross-sectional datasets pre-configured with composite scoring blueprints and publication tables.
Social Media Consumption, 'Brain Rot' Slang, and Academic Performance
Investigates the relationship between high-velocity short-form video consumption, subjective cognitive fatigue, and semester exam performance across 903 survey respondents with composite Bloom's scale scoring.
Engineered for Medical & Social Science Researchers
Everything required for publication-grade biostatistics without the friction of legacy statistical packages.
Camera-Ready Vancouver/ICMJE
Triple horizontal rules, right-aligned numbers, standard italicized symbols (N, n, p, χ²), and formal sample footnotes.
Inferential Engine
Pearson's Chi-Square and Fisher's Exact tests with expected frequency threshold checks and exact significance p-values.
Composite Scoring
Create composite domain scales (Bloom's 80/60% cutoffs, mean tiers, weighted sums) without writing manual syntax.
Automated Narratives
Instant interpretive paragraphs written in formal academic style ready for the Results section of your manuscript.
Ready to simplify your research workflow?
Upload your dataset to generate descriptive frequencies, composite scale scores, and publication-ready Vancouver/ICMJE tables.