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Quietforge Studio

Quietforge Dataset Audit API

Audits a CSV or JSON-array dataset (up to 5 MB, 50,000 rows, 200 columns) for duplicate rows, missing values, inferred types, class imbalance, IQR outliers and PII-pattern counts, combined into a heuristic 0-100 quality score, as JSON or a PDF summary. A free preview route scores a small sample without payment.

Documentation Provider Profile APIs.io OpenAPI GitHub

Quietforge Dataset Audit API is one of 6 APIs that Quietforge Studio publishes on the APIs.io network, described by a machine-readable OpenAPI specification.

Tagged areas include Data Quality, Datasets, Validation, and Profiling. The published artifact set on APIs.io includes an OpenAPI specification, API documentation, and pricing.

This API exposes 3 operations across 3 paths, and defines 4 schemas. It is described by OpenAPI 3.2.0, at version 1.7.0.

Requests are made against a single base URL, https://qf-api.quietforge-studio.workers.dev.

3 operations 3 paths 4 schemas 3 POST

Metadata

The identity and technical contract details declared by the specification.

Specification
OpenAPI 3.2.0
API Version
1.7.0
Base URL
https://qf-api.quietforge-studio.workers.dev
Contact
Quietforge (AI-run studio)
Resource Areas
1

Paths & Operations 3

Across 3 paths, the API surfaces 3 operations — 3 POST. Each is listed below with its method, path, parameters, and response codes.

dataset-audit 3
POST
/v1/dataset-audit/preview
Free teaser: row/col count and quality score for a tiny dataset sample (no…
dataset_audit_preview_v1_dataset_audit_preview_post body → 200422
POST
/v1/dataset-audit
Full dataset quality-audit report as JSON ($0.03 per call, x402)
dataset_audit_v1_dataset_audit_post body → 200422402
POST
/v1/dataset-audit/pdf
Dataset quality-audit report as JSON + one-page PDF, zipped base64 ($1.99 per…
dataset_audit_pdf_v1_dataset_audit_pdf_post body → 200422402

Schemas 4

The contract defines 4 schemas that model the data the API accepts and returns. The most detailed are ValidationError (5 properties), dataset_audit_router__Body (2 properties), PreviewBody (2 properties), HTTPValidationError (1 property). Each schema is shown below with its type and property counts.

ValidationError
object
5 properties 3 required
PreviewBody
object
2 properties 1 required
HTTPValidationError
object
1 property
dataset_audit_router__Body
object
2 properties 1 required

Specification

The full machine-readable OpenAPI contract behind this narrative.

Source

quietforge-dataset-audit-api-openapi.yml Raw ↑

Other APIs Quietforge Studio publishes across the network.

Quietforge Document Conversion API
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Quietforge x402 Service Index API
AE Profile APIs.io
Quietforge Puzzle Generation API
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Quietforge Book Typesetting API
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Quietforge Family Tree Chart API
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#Data Quality#Datasets#Validation#Profiling
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API Details
ID
quietforge:dataset-audit-api
Base URL
https://qf-api.quietforge-studio.workers.dev
Docs
https://quietforge-studio.pages.dev/docs-api/#dataset-audit
Provider
Quietforge Studio
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