academic-plotting

# Academic Plotting ## When to Use Use when the user needs polished research figures, ablation plots, learning curves, confidence intervals, or camera-ready chart styling from local experiment data. ## Do Not Use When Do not use for taxonomy CSV consolidation, document OCR conversion, or text humanization. ## Required Inputs Data files, metric names, grouping variables, target venue style, figure size, and output path. ## Workflow 1. Load experiment logs and validate metric columns. 2. Aggregate means, standard deviations, and confidence intervals. 3. Render publication-quality plots with labels and legends. 4. Save figure files and reproducible plotting scripts.