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CovaSyn Chemistry Tools

covadoe_plot_data

Generate plot data for DoE visualizations (14 plot types).

Analysis plots (need analysis_result, or design_data+response_col to auto-fit): main_effects,
interaction, pareto_effects, half_normal, normal_effects (signed Daniel plot; `alpha` sets the
reference threshold). Model plots (need model_result, or design_data+response_col): contour_2d,
surface_3d, residuals_4plot, prediction_profiler, cube_plot, ternary_mixture. Optimization plots:
desirability, pareto_front. `overlaid_contour` (sweet-spot / green-zone) takes `response_specs`
(list of {name, lower/upper}) + `factor_x`/`factor_y`; it fits one RSM per response from
design_data and returns the combined in-spec mask (`fixed_factors` pins the other factors).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
alphaNo
api_keyNo
factorsNo
factor_xNo
factor_yNo
grid_sizeNo
plot_typeYes
componentsNo
response_xNo
response_yNo
design_dataNo
model_resultNo
response_colNo
fixed_factorsNo
response_specsNo
analysis_resultNo
optimization_resultNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

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