dash

name	dash
version	1.0.0
description	Build production-grade interactive dashboards with Plotly Dash - enterprise features, callbacks, and scalable deployment
type	reference
author	workspace-hub
category	data-analysis
capabilities	["Production-ready dashboard development","Reactive callbacks for interactivity","Plotly visualization integration","Multi-page application architecture","Authentication and authorization","Enterprise deployment options","Custom components and extensions"]
tools	["dash","plotly","dash-bootstrap-components","dash-ag-grid"]
tags	["dash","dashboard","plotly","callbacks","enterprise","production","interactive","visualization"]
platforms	["python","web"]
related_skills	["plotly","streamlit","polars","pandas-data-processing"]
requires	[]
scripts_exempt	true

Dash

When to Use This Skill

USE Dash when:

• Production dashboards - Building dashboards for business users
• Complex interactivity - Need fine-grained control over updates
• Enterprise requirements - Authentication, scaling, reliability needed
• Plotly ecosystem - Already using Plotly for visualizations
• Custom components - Need to extend with JavaScript/React
• Long-term projects - Dashboard will be maintained and extended
• Multi-user access - Multiple concurrent users accessing dashboards

DON'T USE Dash when:

• Quick prototypes - Use Streamlit for faster iteration
• Simple visualizations - Static reports may suffice
• No interactivity needed - Use static HTML/PDF reports
• Limited Python knowledge - Steeper learning curve than Streamlit
• Single-user tools - Jupyter notebooks may be simpler

Prerequisites

# Basic installation
pip install dash

# With common extras
pip install dash plotly pandas dash-bootstrap-components

# Full installation
pip install dash plotly pandas polars dash-bootstrap-components dash-ag-grid gunicorn

# Using uv (recommended)
uv pip install dash plotly pandas dash-bootstrap-components dash-ag-grid

Version History

• 1.0.0 (2026-01-17): Initial release
  • Core application structure
  • Callbacks and interactivity
  • Layout components (HTML, DCC, Bootstrap)
  • Multi-page applications
  • Authentication patterns
  • Complete dashboard examples
  • Real-time monitoring example
  • AG Grid integration
  • Deployment patterns
  • Best practices and troubleshooting

Resources

• Official Docs: https://dash.plotly.com/
• Components: https://dash.plotly.com/dash-core-components
• Bootstrap Components: https://dash-bootstrap-components.opensource.faculty.ai/