Interactive Viz (bundled support)

When to use

• User wants interactive / diverse data presentation
• Stage 2 explore: run run-eda --type bundle
• Stage 4: presentation_mode: static_plus_interactive
• Stage 5: multi-tab §数据 with eda_hub.html

Commands

# Full interactive EDA pack + hub
ags.py analysis run-eda --db-path DB --output-dir DIR/data --type bundle --workspace WS --hypothesis-id HID

# Single modes
ags.py analysis run-eda ... --type pygwalker
ags.py analysis run-eda ... --type datatable
ags.py analysis run-eda ... --type plotly-profile
ags.py analysis run-eda ... --type eda-hub

Read order

1. references/eda.md
2. references/charts.md (optional interactive export)
3. references/reports.md (HTML embed)

Python (run-code)

from agentsociety2.skills.analysis.chart_export import export_plotly_html, export_pygwalker_html

Report

Embed data/eda_hub.html as primary §数据 interactive surface; per-claim plotly iframes under .figure-block.