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Running customer segmentation analysis analysis...
Sent to . Inside: interactive charts, statistical results, R code, and AI insights.
Analyze another fileThis analysis uses K-means clustering on three numeric features (age, annual income, spending score) to segment customers into distinct behavioral and demographic groups. Each segment is profiled by its size, average characteristics, and gender composition, enabling targeted marketing strategies.
Interactive bar visualization
Interactive scatter visualization
Interactive table visualization
Interactive table visualization
Plain-English interpretation of what the numbers mean, what's significant, and what to do next.
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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