Create advanced scatter plot visualizations with regression lines, confidence intervals, outlier detection, and multi-variable encoding for statistical analysis.
Create a scatter plot for [X_VARIABLE] vs [Y_VARIABLE]. Include regression lines with R-squared, 95% confidence intervals, color by [CATEGORY], size by [SIZE_VAR], outlier highlighting beyond 2 SD, axis labels with units, and marginal histograms on both axes.
Free to copy and use. Compatible with Claude 4 Opus, GPT-5.
Replace variable names and dataset. Specify whether linear or polynomial regression is preferred and adjust confidence interval percentage if needed.
Initial release
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