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Metadata Completeness — Category Frequencies + Secondary-Measure Weighted Mean
x402
Metadata Completeness — Category Frequencies + Secondary-Measure Weighted Mean 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).
Computes category-level frequency distributions and a secondary-measure weighted mean for metadata completeness records (present_fields, expected_fields) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Metadata completeness — Category frequencies + Secondary-measure weighted mean: Category frequencies + Secondary-measure weighted mean for supplied metadata completeness records (present_fields, expected_fields). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two independent analytical reports: (1) category frequency counts grouped by site_group for the selected field, and (2) a secondary-measure weighted mean computed across the supplied rows — all derived locally from the input data with no external lookups.
Example use cases
Site group completeness audit
“I have metadata records for three site groups over the past month, each with present_fields and expected_fields counts. Can you run both the category frequency report and the weighted mean analysis on present_fields across all 80 rows so I can see which groups have the best metadata completeness?”
Data pipeline quality check
“We just ingested 150 metadata records from our pipeline and I want to check completeness — please compute the frequency distribution by site_group and the secondary-measure weighted mean for expected_fields so I can spot any groups that are underperforming.”
Weekly metadata health summary
“Here are this week's 40 metadata completeness rows tagged by site_group and date, with present_fields and expected_fields filled in — give me the category frequencies and the weighted mean for present_fields so I can include it in our weekly data health report.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-web-05-109?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both category frequency distributions and a weighted mean summary for metadata completeness data in a single call at low cost ($0.01 USDC for both reports). Ideal for data governance pipelines, metadata quality audits, or site monitoring workflows where you have up to 200 rows of present_fields/expected_fields records and want offline analytical summaries without any external data lookups or predictions.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, site_group, date, present_fields, expected_fields) causes validation error
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Null values in present_fields or expected_fields may affect weighted mean calculation
- Invalid field enum value (not 'present_fields' or 'expected_fields') causes error
- Empty rows array rejected (minItems: 1)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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