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Survey Participation — Grouped Numeric Summary + Adjacent Row Changes
x402
Survey Participation — Grouped Numeric Summary + Adjacent Row Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).
Analyzes survey participation data (respondents and invitations) by computing grouped numeric summaries and adjacent row changes across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Survey participation — Grouped numeric summary + Adjacent row changes: Grouped numeric summary + Adjacent row changes 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 analytical reports for the supplied data: (1) a grouped numeric summary aggregating the selected field (respondents or invitations) by course_group, and (2) an adjacent row changes report showing differences between consecutive rows — all computed locally from the supplied data with no external lookups.
Example use cases
Course group response rate comparison
“I have survey data from two course groups collected over the past week — can you group the respondent counts by course group and show me the numeric summary, plus flag how each row's count changed from the one before it?”
Invitation delivery trend tracking
“Here are my survey invitation records for October with dates and course groups — run a grouped summary and adjacent row changes on the invitations field so I can see where invitation volumes spiked or dropped between consecutive entries.”
Multi-group participation audit
“I've got 150 rows of survey participation records spanning several course groups. Can you give me a grouped numeric breakdown of respondents per group and also show me the row-to-row differences so I can spot anomalies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-10-091?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have survey participation data (respondents and invitations) organized by course group and date, and you need both a grouped aggregate summary and a sequential row-change report in a single low-cost call. Ideal for education analytics workflows where batch offline computation on up to 200 rows suffices and no live data lookup or prediction is needed.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, course_group, date, respondents, invitations) cause validation errors
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Null numeric values may affect change calculations
- Payment not included or insufficient — x402 payment required at $0.01 USDC
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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