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.

Data confidence74/100
Source coverage76/100
Publish confidence75/100
Evidence checkedJul 30, 2026

Moderate-confidence page: useful public signals are present, but some evidence sources may be missing or stale.

Evidence Watch

ToolVitals has useful public signals for Preswald, but not enough evidence to publish a strong verdict score yet.

GitHub source74/100 data confidence
About this tool

What ToolVitals knows about 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.

This tool has an OSI-approved open-source license signal.

Multiple signals suggest declining health or reduced shipping momentum.

Source-visible projectBI & DashboardsOSI-approved OSSEvidence Watch
Repository

GitHub Activity

PY
StructuredLabs/preswald
Stars4,280
Forks647
Watchers4,280
Open Issues330
Primary Language
Python
Last Commit
48 days ago
Releases 90d
0
Default Branch
main
License
Apache-2.0
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence74/100Good
Source Coverage76/100Good
Publish Confidence75/100Good

ConfidenceModerate confidence with some missing public signals.

Zombie RiskNo meaningful zombie signal right now.

How ToolVitals scores work
Openness

License Evidence

Class
OSI-approved OSS
License
Apache-2.0

This tool has an OSI-approved open-source license signal.

Sources

Tracked Sources

Profile

Classification

Category
Data
Use Case
BI & Dashboards
Openness
OSI-approved OSS
License
Apache-2.0
Tool Mode
Source-visible project
Score Model
Open Source Maintenance
Score Visibility
Evidence Watch
Status
Critical
Maintainers

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Tags
open-sourceaianalyticsanalytics-engineeringcopilotdatadata-applicationsdata-infrastructuredata-pipelinesdata-sdkdata-visualizationgptllmpythonschema-managementvscodeinteractive-data-appsdashboardsreportingin-browserofflinewasm

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