# Interactive Viz

> Interactive Viz is an Agent Skill for documents published in the tsinghua-fib-lab/AgentSociety repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Multi-modal interactive data presentation for agentsociety-analysis — EDA bundle (PyGWalker, Plotly, sortable tables, eda_hub), plotly/altair claim charts, HTML tab surfaces. Use in explore, refine, and produce stages.

- Skill name: `interactive-viz`
- Category: [Documents](https://www.openparable.com/skill/documents/1)
- Source: https://github.com/tsinghua-fib-lab/AgentSociety/blob/HEAD/extension/skills/agentsociety-analysis/v1.0.0/support/interactive-viz/SKILL.md
- Repository: tsinghua-fib-lab/AgentSociety (1,131 GitHub stars when collected)

## SKILL.md

# 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

```bash
# 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)

```python
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`.

---

Source: https://www.openparable.com/skill/documents/interactive-viz (OpenParable). Cite the canonical URL above.