Run your entire Chapter 4 in the browser.
Statistical analysis for research scholars. 70+ methods from descriptives to PLS-SEM, with guided setup, APA-style tables and a plain-language read-out under every result. No software install, no license key.
Nine method families, one desk
Every method below runs on your uploaded data and returns publication tables, not screenshots. Pick one method or chain a whole chapter.
Descriptives and demographics
Mean, median, mode, standard deviation, frequency distributions, cross-tabulation, skewness and kurtosis, demographic profiling.
Hypothesis tests
Independent and paired t-tests, one-way and two-way ANOVA, MANOVA, chi-square, Mann-Whitney U, Wilcoxon, Kruskal-Wallis, Friedman.
Correlation and regression
Pearson and Spearman correlation, multiple and hierarchical regression, binary, multinomial and ordinal logistic regression, mediation, moderation.
Measurement
Cronbach's alpha, composite reliability, AVE, Fornell-Larcker, HTMT, item-total correlation, EFA, PCA, CFA, common method bias checks.
SEM
PLS-SEM, CB-SEM, measurement and structural model assessment, multigroup analysis.
MCDM
AHP, BWM, TOPSIS, VIKOR, ELECTRE, PROMETHEE, DEMATEL, ANP, fuzzy AHP, fuzzy TOPSIS.
Qualitative
Sentiment, thematic, content, framework, grounded theory, narrative and discourse analysis.
Mixed methods
Sequential explanatory, sequential exploratory, convergent parallel, embedded designs.
Secondary data
Time series, panel data, meta-analysis, PRISMA systematic review, bibliometric analysis, trend analysis.
How it works
Upload your dataset
Bring a CSV or XLSX file. Columns are profiled automatically: types detected, missing values summarised, so you know what you are working with before you run anything.
Pick your methods
Choose from the catalogue with guided column mapping. The desk tells you what each method needs, which variables go where, and flags assumptions worth checking.
Run and use the results
Download APA-ready tables as .xlsx or .docx, or save results straight into your paper's Results section. Every result carries a plain-language read-out underneath.
What scholars pay today
Desktop SEM tools run past Rs 20,000/year. Analysis services charge Rs 50,000 or more for a single chapter. Sathi plans start at Rs 699/month and include statistical runs on every tier, with one-time run packs when you need more.
Desktop SEM tools
Rs 20,000+/year
Per seat, license keys, installs.
Analysis services
Rs 50,000+one time
For a single chapter, run out of your hands.
Sathi plans
Rs 699/month
Statistical runs on every tier, plus the full research desk.
Real computation, honest read-outs
Results come from real statistical computation on your data, not from an AI guessing numbers. AI is used only to explain a result in plain language, never to invent one. The PRISMA systematic-review flow is free on every plan.
Statistical runs per month: 10 on Starter, 25 on Pro, 50 on Elite. SEM runs per day: 2 on Starter, 3 on Pro, 5 on Elite. One-time top-up packs are available when you need more.