Ross ROSS = Recommend OSS · open-source software intelligence for agents

plotly/dash

Data Apps & Dashboards for Python. No JavaScript Required. observed · 2026-08-28

github.com/plotly/dash · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

97/100

  • Activity 99
  • Release rhythm 94
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 17.5
  • age_days: 4164
  • days_rel: 43
  • days_push: 8
  • n_releases_24m: 19

Full methodology

Adoption not part of the score

24386 stars · 2319 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Dash is an open-source Python framework for building reactive analytical web apps and dashboards without writing JavaScript, built on Flask, React, and Plotly.js. It ties UI components like dropdowns, sliders, and interactive charts to Python code via declarative callbacks.

Use cases

  • build interactive dashboards in python
  • create data apps without javascript
  • visualize pandas dataframes with interactive charts
  • build ml model demo web apps
  • internal analytics tools for a team
  • cross-filtering dashboards with sliders and dropdowns
  • deploy a financial reporting dashboard

When to choose

  • you're a Python data scientist or ML engineer who wants interactive web apps without learning JavaScript
  • you need interactive charts, tables, and controls wired to analytical Python code
  • you want a mature, widely adopted framework with a large component ecosystem
  • you're building internal tools, dashboards, or exploratory data apps quickly

When to avoid

  • you need pixel-perfect custom frontend design or complex client-side interactions
  • you're building a general-purpose consumer web application or REST API
  • you need fine-grained control over React components or SEO-friendly public pages
  • your app requires high-concurrency multi-user stateful interactions without extra architecture

Facets

framework · maturity stable

web-framework data-visualization charts gui ui-components data-visualization data-science web-development analytics machine-learning python cross-platform dashboards plotly reactive-apps data-apps flask no-javascript jupyter analytics-apps web-server

10 sources

Member repositories

RepositoryRoleHealth v2
plotly/dashmain97

For agents

markdown · JSON · MCP: product_card(name="plotly/dash")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem