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 APA-7 & 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 & Clean
Import CSV, XLSX, or Google Forms export. Automatically detect variable types, trim whitespace, and clean labels with bulk Find & Replace.
Score & Categorize
Define composite sum/mean scores, Bloom's cutoffs (80%/60%), and custom domain thresholds with case-insensitive category mapping.
Crosstab & Infer
Generate multi-variable contingency tables, Pearson's Chi-Square, and Cramér's V effect sizes with automated statistical assumption validations.
Export APA-7 & Vancouver
One-click copy directly into Word or Google Docs with 4-column stacked demographic profiles, Likert matrices, and formal Results narratives.
Pre-loaded Academic Studies
Explore realistic cross-sectional datasets pre-configured with composite scoring blueprints and publication tables.
The Brain Rot Phenomenon and its Effects on 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 APA-7 & Vancouver
Triple horizontal rules, stacked demographic profiles with merged category row-spans, standard italicized symbols (N, n, p, χ²), and formal footnotes.
Inferential & Effect Size Engine
Pearson's Chi-Square, degrees of freedom, exact p-value thresholds (p < .001), and Cramér's V effect size benchmarks without manual SPSS scripting.
Composite Scoring Wizard
Create composite domain scales (Bloom's 80/60% cutoffs, mean tiers, weighted sums) with automated case-insensitive deduplication.
Automated Academic Narratives
Two-sentence Results section write-ups combining formal inferential hypothesis statements with polar distributional contrasts.
Ready to simplify your research workflow?
Upload your dataset to generate descriptive frequencies, composite scale scores, and publication-ready APA-7 & Vancouver/ICMJE tables.