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Survey Participation Record Quality Audit & Numeric Row Ordering
x402
Survey Participation 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 2026-11-04).
Audits data quality and ranks rows numerically for survey participation records (respondents and invitations) across up to 200 rows, delivering two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Survey participation — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering for supplied survey participation records (respondents, invitations). 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 reports: (1) a record quality audit flagging data issues such as nulls, out-of-range values, or malformed dates across the supplied survey participation rows, and (2) a numeric row ordering ranking rows by the selected field (respondents or invitations). Both reports operate on the same up to 200 supplied rows using local analytical engines with no external lookups.
Example use cases
Education survey data quality check
“I have a dataset of 50 course group survey participation records with respondent and invitation counts from last month — can you audit the data quality and rank the rows by number of respondents so I can spot issues and see which groups had the most participation?”
Invitation count validation before reporting
“Before I submit my quarterly survey report, can you check these 120 rows of invitation data for quality problems and give me a numeric ordering by invitations so I can prioritize follow-ups with low-invitation groups?”
Multi-group survey response ranking
“I've got survey data for 30 course groups with both respondents and invitations recorded by date — run a quality audit and sort the rows numerically by respondents so I can see the ranked participation breakdown across groups.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-10-007?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and numeric row ranking for survey participation records (respondents and/or invitations) in a single $0.01 call. It is ideal for education or research contexts where you have up to 200 rows of course group survey data and want to detect data issues and rank participation without any external data lookups or live predictions.
Side effects
- More than 200 rows submitted — request rejected
- Missing required fields (row_id, course_group, date, respondents, invitations) — validation error
- Invalid date format not matching YYYY-MM-DD pattern — schema rejection
- Numeric values outside allowed range — validation error
- Empty rows array — rejected due to minItems constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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