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Survey Participation Record Quality Audit + Secondary-Measure Weighted Mean
x402
Survey Participation Record Quality Audit + 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 2026-11-04).
Performs a data quality audit and weighted mean calculation on survey participation records (respondents and invitations) for up to 200 rows, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Survey participation — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean 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
Two independent analytical reports: (1) a record quality audit flagging data issues such as missing values, out-of-range numbers, or malformed dates across the submitted survey participation rows; and (2) a weighted mean calculation for the selected field (respondents or invitations), computed across all valid rows. Both reports are generated locally from the supplied data with no external lookups.
Example use cases
Pre-reporting survey data validation
“Before I finalize my quarterly report, can you audit these 150 survey participation rows for data quality issues and also give me the weighted mean for respondents across all our course groups?”
Education program response rate analysis
“I have survey invitation and respondent counts for our fall training cohorts. Can you check the data quality and compute the weighted mean for invitations across the program groups so I can spot any anomalies?”
Survey dataset QA for academic research
“Here are 80 rows of survey participation data from our university study with date, course_group, respondents, and invitations. Please run both a record quality audit and a weighted mean report on the respondents field.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-10-016?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a weighted mean statistic on survey participation data (respondents/invitations) in a single cost-effective call. Ideal when you have up to 200 rows of education or survey data and want offline, local computation without any external data enrichment or prediction. Best suited for pre-analysis QA pipelines or reporting workflows where data integrity and summary statistics are needed together.
Side effects
- Exceeding 200 rows results in rejection or truncation
- Missing required fields (row_id, course_group, date, respondents, invitations) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern cause row-level errors
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) are rejected
- Empty rows array returns an error
- Invalid field enum value (not 'respondents' or 'invitations') causes request failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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