Statistics, start to finish

StatPrism runs the whole pipeline in one window — import, clean, analyse, and report — and produces publication-ready output: APA-formatted tables, customisable figures, and plain-language interpretations. Point-and-click throughout; nothing to program.

1 · Import your responses

Open a response export — a Google Forms spreadsheet, Excel, or CSV. StatPrism reads it directly, detects each variable's type (numeric, ordinal, nominal), and keeps your value labels intact, so you can start working straight away.

2 · Clean and reshape

Prepare the data with point-and-click steps — no syntax. Remove duplicate or straightlined responses, flag multivariate outliers, reverse-score items and build scale scores, one-hot encode categories, and filter or recode as needed. Every step is a card you can revisit and re-run.

3 · Analyse and report

Run the analysis you need — from descriptives, t-tests, ANOVA and correlations to regression (with moderation and mediation), reliability (Cronbach's α and McDonald's ω), exploratory and confirmatory factor analysis, and structural equation modelling. Results come as APA-formatted tables, fully customisable figures — including factor-structure and mediation path diagrams — and an optional plain-language report, all ready to copy straight into Word.