multiple_std_lines_df

`multiple_std_lines_df`#

Line plot with shaded confidence intervals and configurable label, color, and linestyle mappings, using a pandas DataFrame in long format.

Name	Type	Required	Description
data_df	pd.DataFrame	✅	Long-form DataFrame containing one row per point with columns for the run label, x values, y values, and standard error.
label_key	str	✅	Column name in data_df that identifies each run/series.
x_key	str	❌	Column name for x-axis values. Default: ‘round_num’.
y_key	str	❌	Column name for y-axis values. Default: ‘unique_scores’.
yerr_key	str	❌	Column name for standard error. Default: ‘std_error’.
figsize	tuple	❌	Figure size. Default: (8, 5).
legend_loc	str	❌	Legend location. Default: ‘upper left’.
legend_title	str	❌	Legend title. Default: None.
legend_ncol	int	❌	Number of columns in legend. Default: 1.
label_map	Dict[str, str]	❌	Mapping of raw labels to display names.
color_map	Dict[str, str]	❌	Mapping of raw labels to line colors.
style_map	Dict[str, str]	❌	Mapping of raw labels to line styles.
xlim	Tuple[float, float]	❌	X-axis limits.
ylim	Tuple[float, float]	❌	Y-axis limits.
xlabel	str	❌	X-axis label.
ylabel	str	❌	Y-axis label.
x_formatter	Callable	❌	Formatter for x-axis ticks.
y_formatter	Callable	❌	Formatter for y-axis ticks.
fontsize	int	❌	Base font size for axis labels, tick labels, legend, and CI shading labels. Default: 12.
save	str	❌	Base filename to save PNG and PDF.