climate-dashboard

Interactive Climate Entropy Dashboard – visualizes the GenesisAeon stack in real-time: duality waves, UTAC thresholds, cosmic moments, mandala resonance and sonified output.

Install

pip install climate-dashboard
# or with full GenesisAeon stack bindings
pip install "climate-dashboard[stack]"

Usage

# Launch interactive Dash dashboard (default port 8050)
cdash run

# Custom port
cdash run --port 8080

# CLI summary of entropy data
cdash aggregate

# Custom time steps
cdash aggregate --steps 200

What you get

cdash run opens an interactive Plotly/Dash dashboard at http://127.0.0.1:8050 displaying:

• Duality wave – entropy-governance placeholder (φ-modulated sine)
• Modulated signal – medium-modulation output (duality × 0.618)
• UTAC threshold – utac-core logarithmic boundary curve

Project structure

climate-dashboard/
├── pyproject.toml
├── README.md
├── domains.yaml
├── src/
│   └── climate_dashboard/
│       ├── __init__.py
│       ├── core.py                  # Data aggregator
│       ├── app.py                   # Dash/Plotly web app
│       ├── cli.py                   # Typer CLI (cdash)
│       └── entropy_table_bridge.py  # entropy-table integration
├── tests/
│   ├── test_core.py
│   └── test_cli.py
└── mkdocs.yml

Stack integration

Install the optional [stack] extras to bind all GenesisAeon packages:

License

This project is dual-licensed:

• Source code: GNU GPL v3.0-or-later
• Documentation: Creative Commons Attribution 4.0 (CC BY 4.0)

See LICENSE for details.

Citation

DOI: 10.5281/zenodo.19091880 PyPI: pip install climate-dashboard (oder pip install "climate-dashboard[stack]" für den vollen GenesisAeon-Stack)

Built with Dash · Plotly · Typer · Rich