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4 posts tagged with "Visualization"

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AI Summary for Plot Builder

Instantly understand any plot with an AI-generated summary — powered by an LLM with vision.

What's included​

How it works​

AI Summary popover on a scatter plot

  • Click the AI Summary button in the Plot Builder toolbar
  • A vision-enabled LLM reads the plot statistics and sees the chart, then returns bullet points covering distributions, group breakdowns, data quality issues, and visual patterns like clusters or outliers
  • Hit copy to paste the summary into a report or analysis note

Notes​

  • Works with scatter plots, box plots, and heatmaps
  • The summary is factual only — the LLM does not assess or make recommendations
  • If you notice any unexpected behavior, please share steps to reproduce

Desirability Convergence Chart

New desirability convergence chart for tracking optimization progress across experiment trials.

What's included​

How it works​

Numerical Parameter - select parameter

  • Select a numerical parameter from the parameter sidebar to color data points by that parameter's value
  • A continuous color scale shows how parameter values relate to desirability scores across trials
  • The best so far line tracks the highest desirability achieved up to each trial

Categorical Parameter - select parameter

  • Select a categorical parameter to color data points by category
  • A discrete color legend identifies each category value

Notes​

  • The convergence chart is available under the Desirability tab in the Visualization section
  • Chart interactions and layout may continue to evolve during the beta phase
  • If you notice any unexpected behavior, please share steps to reproduce

Trellis plots in Experiment Visualization Convergence

Split convergence plot into a multi-panel grid when multiple targets are selected.

What's included​

How it works​

Trellis convergence plot

  • Select multiple targets from the target sidebar
  • The convergence plot automatically splits into a grid — one panel per target
  • Each panel shares the same x-axis (iteration index) but has an independent y-axis scale

Trellis - select point

  • Click a data point to highlight the corresponding trial across all panels

Trellis - draw point

  • Shift-drag to draw a brush selection across panels
  • Points outside the selection are dimmed
  • Up to 6 targets can be displayed at a time

Notes​

  • Single target selection continues to show the standard convergence plot
  • Trellis layout and interactions may continue to evolve during the beta phase
  • If you notice any unexpected behavior, please share steps to reproduce

Trellis plots in Plot Builder

Split scatter plots and box plots into a multi-panel grid by any categorical column to compare patterns across groups side by side.

What's included​

How it works​

Trellis scatter plot

  • Drag a categorical column onto the Trellis drop zone in the plot sidebar
  • The plot splits into a grid of panels — one per category
  • Works with scatter plots and box plots

Trellis box plot

  • Use the trellis legend to choose which categories to display
  • Up to 4 panels can be shown at a time

Notes​

  • Heatmaps do not support trellis
  • Trellis behavior may continue to evolve during the beta phase
  • If you notice any unexpected behavior, please share steps to reproduce