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Survey Participation — Exact Row Deduplication + Numeric Distribution
x402
Survey Participation — Exact Row Deduplication + Numeric Distribution 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).
Deduplicates exact duplicate rows and computes numeric distribution statistics for survey participation data (respondents or invitations) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Survey participation — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution 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: (1) an exact row deduplication report identifying and removing fully duplicated rows from the supplied dataset, and (2) a numeric distribution report (e.g. min, max, mean, percentiles, frequency counts) for the selected numeric field (respondents or invitations), both computed locally against the supplied data with no external lookups.
Example use cases
Clean duplicate survey response records
“I collected survey participation data across several course groups and I think there are duplicate entries — can you remove exact duplicate rows and show me the numeric distribution of respondents? I'll send you the rows with row_id, date, course_group, respondents, and invitations fields.”
Analyze invitation spread across education groups
“Can you take my survey invitation data for these course groups — up to 200 rows with date, course_group, respondents, and invitations — deduplicate any exact repeats, and then give me a numeric distribution breakdown on the invitations field?”
Audit survey data quality before reporting
“Before I finalize my education survey report, can you check these participation records for exact duplicate rows and generate a numeric distribution on respondents so I can see if anything looks off? I have around 150 rows with course_group, date, respondents, and invitations.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-10-039?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact row deduplication and numeric distribution analysis on survey participation data (respondents/invitations) in a single low-cost call, without requiring external data access or live lookups. It is ideal for offline data quality checks and statistical summarization of education survey datasets up to 200 rows.
Side effects
- Rows exceed 200 item limit — request rejected
- Missing required fields (row_id, course_group, date, respondents, invitations) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range — rejection
- Empty rows array — minimum items violation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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