Current repository readingScanned Jul 25, 2026, 6:03 AM UTC

data-formulator Codebase Valuation

🪄 Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.

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RepoWorth
github.com/microsoft

data-formulator

🪄 Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.

RepoWorth$16,460Current measured development value · 9.6 active build days
Rebuild complexity92.764/100Profile: Complex
1.2M code tokens382 source filesPython primary language
Scanned Jul 25, 2026Public GitHub repositorycodevaluation.com/repoworth/data-formulator
Authored code1.2M tokens · 123,913 source lines
Complexity92.764/100 · Complex
Primary stackPython
Scan coverage100% · Content scan
RepoWorth development valuation

One valuation, with the evidence behind it.

RepoWorth models the current development value represented by the visible repository evidence. It does not include ideation, intellectual property, business value, product discovery, or sale price.

RepoWorthCurrent measured development value
$16,460

Modeled range $13,168 to $19,752

9.6 active build days76.5 engineering hours956K implementation tokens
Repository evidenceMeasured at the scanned commit
1.2M tokens

123,913 source lines across 382 authored files

162 test files204 dependencies100% scan coverage
Repository evidence

Building the historical and contribution view.

The headline RepoWorth and measured source facts are ready. Comparable history, accepted changes, and badge evidence will appear here as enrichment finishes.

Repository contributors

Top contributors.

Ranked from the public GitHub contributor evidence available at the latest scan. This table describes measured repository activity, not ownership or original authorship.

RankContributorContributionsShare of top groupLatest measured activity
#1KaranPradhan266@KaranPradhan2663100.0%Current GitHub contributor snapshot
About data-formulator

What the public repository appears to contain.

🪄 Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.

License
MIT
Default branch
main
GitHub stars
15,979
Forks
1,505
Last public push
Jul 23, 2026
Repository state
Active public repository
Detected language profile5.2MB authored source
Python55.67%
TypeScript43.26%
SCSS0.39%
Shell0.23%
SQL0.22%
JavaScript0.16%
HTML0.04%
CSS0.03%
Source files382
Test files162
Manifests2
Dependencies204
Measured technical evidence

A fuller view of what the scanner found.

These values come from the same immutable repository scan as the headline RepoWorth. They stay tied to the scanned commit so the reading can be inspected against one exact source state.

Maintainability signal69/100

Established based on deterministic repository structure and complexity signals.

Production source915.4K tokens

First-party implementation tokens eligible for the modeled code-scale input.

Test evidence288.5K tokens

162 detected test files contribute separately from production code.

Configuration and infrastructure3.5K tokens

2 manifests and 0 workspace boundaries were detected.

Documentation116.2K tokens

51 documentation files remain visible as a distinct enablement signal.

Integration surface5,200 signals

204 dependency declarations and 444 public-interface signals were measured.

Repository structure5 levels deep

0 large files and 16,189 branch signals add structural context.

Excluded from authored evidence0 files

3 generated files were identified. Ignored and generated material does not inflate RepoWorth.

Measured repository distinctions

Repository evidence highlights.

Each highlight records a measured characteristic of the same repository scan used for this RepoWorth report.

enablement

Documented foundation

At least 100,000 documentation tokens were measured in public documentation paths.

architecture

Integration surface

At least 1,000 deterministic integration signals were measured in source.

quality

Verification depth

At least 20 percent of measured source tokens are in test paths.

Technical effort profile

What makes this repository harder to rebuild.

Code scale, branching, dependencies, languages, structure, and visible test evidence shape the implementation and verification effort represented by this repository.

Code scaleHigh

Measured from the current source archive.

ComplexityHigh

Derived from branch density, dependencies, languages, and code scale.

VerificationHigh

Measures visible test code relative to the source corpus.

Development effort composition

Source volume alone does not explain the work.

This view separates authored evidence from the implementation, integration, verification, and engineering oversight represented by the current repository.

Reading boundary: These are modeled development inputs for the visible code. They do not include product discovery, company value, private systems, or commercial outcomes.

Weighted authored evidence956KProduction, tests, configuration, and documentation
Estimated implementation output956KImplementation, retries, integration, and verification
Engineering oversight76.5 hoursOrientation, integration, tests, and review
Active build time9.6 daysModeled effort represented by the current source state
Evidence boundary

What this valuation includes.

CodeValuation.com counted supported authored source on commit 5d4f7b32b41888c21ca345742cdc1e6abb566d7f, measured deterministic repository signals, then estimated implementation, rework, testing, integration, and engineering oversight.

Included

Supported first-party source, tests, configuration, manifests, repository structure, dependency signals, and framework boundaries.

Excluded

Common generated and vendored files, build output, dependencies, lockfiles, minified assets, binaries, media, and private systems outside this repository.

Not claimed

Ideation, intellectual-property rights, security posture, production reliability, company value, sale price, revenue, user value, proprietary data, or the cost of discovering the original product.

This is a modeled current development valuation for the repository's visible code at a specific commit. It reflects code volume, implementation output, complexity, and engineering oversight. It is not a business valuation, investment appraisal, security review, or estimate of sale price, ideation, intellectual property, revenue, users, brand, proprietary data, undocumented domain knowledge, or private infrastructure.

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