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Running exploratory factor analysis analysis...
Sent to — interactive charts, statistical results, R code, and AI insights.
Analyze another fileStandard-library analysis: maximum-likelihood exploratory factor analysis with varimax rotation on the numeric columns you choose. Finds the small number of latent factors that explain why many measured variables (survey items, KPIs) move together, names each factor from its top-loading variables, and shows how much of each variable the shared factors do and do not explain. Works on any dataset: map 3 or more numeric columns.
Interactive bar visualization
Interactive table visualization
Interactive table visualization
Interactive horizontal_bar visualization
Plain-English interpretation — what the numbers mean, what's significant, and what to do next.
Reduce a long survey to the few constructs it actually measures
See our FAQ for details on pricing, data privacy, and how the analysis works. Every report includes a Methodology section showing the statistical test, assumptions checked, and diagnostics run.
Run any analysis on your own data — validated R analyses, interactive reports, AI insights, and PDF export.
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