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Archive Retrieval Data Quality Suite — Record Audit, String Normalisation & Equal-Width Histogram
x402
Archive Retrieval Data Quality Suite — Record Audit, String Normalisation & Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).
Runs three analytical reports on archive retrieval records: a record quality audit, string normalisation, and an equal-width histogram of a chosen numeric field, all processed locally without external lookups.
Price / call$0.01
Success—
StatusUnknown
How this service works
Archive retrieval — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied archive retrieval records (retrieved_pages, attempted_pages). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three independent analytical reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, and malformed dates; (2) a string normalisation report standardising site_group values; and (3) an equal-width histogram with up to 30 bins showing the frequency distribution of the selected numeric field (retrieved_pages or attempted_pages). All analysis is performed locally on the supplied rows with no external data access.
Example use cases
Web crawl data quality check
“I have about 80 rows of archive retrieval logs with columns for site_group, date, retrieved_pages, and attempted_pages — can you audit them for quality issues, normalise the site_group strings, and give me a 5-bin histogram on retrieved_pages?”
Page retrieval distribution analysis
“Run a histogram with 10 bins on the attempted_pages field across my 120 archive retrieval records, and also include the record quality audit and string normalisation reports at the same time.”
Crawl coverage anomaly review
“I want to check my archive retrieval dataset of 200 rows for bad records and messy site group names — can you do a full record quality audit, string normalisation, and a 7-bin equal-width histogram on retrieved_pages for me?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-web-22-202?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 archive retrieval records with page count fields and need three simultaneous analytical outputs — quality audit, string normalisation, and histogram — in a single $0.01 call. Prefer it over single-report endpoints when you need all three analyses together for crawl or archiving data containing retrieved_pages and attempted_pages metrics.
Side effects
- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, date, retrieved_pages, attempted_pages) causes row rejection
- Invalid date format (not YYYY-MM-DD) triggers a pattern validation failure
- Requesting more than 30 bins or fewer than 1 bin returns a schema validation error
- Null numeric values may be flagged in the quality audit but not cause a hard failure
- Payment of 0.01 USDC not received results in 402 Payment Required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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