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Running linear regression — outcome drivers analysis...
Sent to — interactive charts, statistical results, R code, and AI insights.
Analyze another fileStandard-library analysis: explains any numeric outcome from the driver columns you choose, using ordinary least squares regression. Reports coefficient estimates with 95% confidence intervals and significance, ranks drivers by standardized influence, shows the strongest driver's effect, and checks model fit with predicted-vs-actual and residual diagnostics. Works on any dataset: map one numeric outcome and 1-8 drivers (numeric or categorical).
Interactive bar visualization
Interactive table visualization
Interactive horizontal_bar visualization
Interactive scatter visualization
Interactive scatter visualization
Interactive scatter visualization
Plain-English interpretation — what the numbers mean, what's significant, and what to do next.
Quantify which factors drive a business metric (sales, revenue, cost, score)
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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