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StructuredLabs/preswald

Preswald is a WASM packager for Python-based interactive data apps: bundle full complex data workflows, particularly visualizations, into single files, runnable completely in-browser, using Pyodide, DuckDB, Pandas, and Plotly, Matplotlib, etc. Build dashboards, reports, and notebooks that run offline, load fast, and share like a document. observed · 2026-08-28

github.com/StructuredLabs/preswald · homepage · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

62/100

  • Activity 87
  • Release rhythm 40
  • Longevity 44
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: 4
  • age_days: 627
  • days_rel: 454
  • days_push: 83
  • n_releases_24m: 26

Full methodology

Adoption not part of the score

4279 stars · 648 forks observed · 2026-08-28

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

Preswald is a Python framework and static-site generator for building interactive data apps that bundle compute, data access, and UI into a single self-contained HTML file. It runs entirely in the browser via a WASM runtime (Pyodide, DuckDB), requiring no server or local dependencies and working offline.

Use cases

  • build interactive dashboards in python
  • share a data report as a single html file
  • run data analysis offline in the browser
  • package a pandas/duckdb workflow for a stakeholder
  • create a self-contained data notebook
  • prototype data apps without a backend server
  • keep sensitive data analysis fully local

When to choose

  • you need to distribute a data app as one shareable file
  • recipients shouldn't install anything or run a server
  • data privacy requires fully local, offline execution
  • you want reactive python dashboards with built-in UI components

When to avoid

  • you need a multi-user server-backed web application
  • your datasets are too large for in-browser WASM memory
  • you need heavy server-side compute or database connections
  • you require fine-grained control over frontend JS frameworks

Facets

framework · maturity active

data-visualization static-site-generator web-framework charts wasm analytics data-visualization data-science web-development analytics developer-tools python browser wasm cross-platform pyodide duckdb single-file-apps offline-apps dashboards data-apps reactive-ui

2 sources

Member repositories

RepositoryRoleHealth v2
StructuredLabs/preswaldmain62

For agents

markdown · JSON · MCP: product_card(name="StructuredLabs/preswald")

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