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Page Change Observations — Record Quality Audit + Numeric Row Ordering
x402
Page Change Observations — Record Quality Audit + Numeric Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-30).
Audits data quality and sorts rows numerically for page change observation records containing changed_blocks and total_blocks fields, producing 2 analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Page change observations — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering for supplied page change observations records (changed_blocks, total_blocks). 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
Two analytical reports: (1) a record quality audit identifying data issues such as nulls, out-of-range values, or malformed entries across the supplied rows, and (2) a numeric row ordering report ranking the rows by the selected field (changed_blocks or total_blocks). Covers up to 200 rows, processed locally with no external lookups.
Example use cases
Web crawl block change data audit
“I've collected page change observation data across two site groups over the past week — can you run a record quality audit and numeric ordering on it sorted by changed_blocks? I have about 50 rows with row IDs, dates, site_group labels, and both changed_blocks and total_blocks values.”
Site monitoring data integrity check
“Before I load this into my dashboard, can you audit the quality of my page change observation records and rank them by total_blocks? I have around 120 rows with fields for row_id, site_group, date, changed_blocks, and total_blocks.”
Detecting bad rows in block tracking dataset
“I suspect some rows in my page monitoring dataset have missing or invalid numeric values — can you do a record quality audit and numeric row ordering on my changed_blocks data so I can see which rows have problems and how they rank?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-web-12-007?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and numeric row sorting for page change observation data (changed_blocks, total_blocks) in a single low-cost call. It is best suited for batch validation of up to 200 rows of web monitoring or crawl data before downstream processing. Prefer it over general-purpose data tools when your data specifically contains site_group, date, changed_blocks, and total_blocks fields and you want two structured reports (quality + ordering) returned together for $0.01.
Side effects
- Input array is empty or missing — minimum 1 row required
- More than 200 rows submitted — exceeds maximum batch size
- Invalid date format — must match YYYY-MM-DD pattern
- Numeric values outside allowed range (±1,000,000,000,000)
- Missing required fields (row_id, site_group, date, changed_blocks, total_blocks) on any row
- Invalid field enum value — must be 'changed_blocks' or 'total_blocks'
- Payment of 0.01 USDC not provided or rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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