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Survey Participation — Exact Row Deduplication + Category Frequencies
x402
Survey Participation — Exact Row Deduplication + Category Frequencies 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 survey participation records and computes category-level frequency distributions across course groups, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Survey participation — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies 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 reports: (1) an exact row deduplication report identifying which of the up to 200 input rows are duplicates and providing a deduplicated record set, and (2) a category frequency report showing how often each distinct course_group value appears across the supplied rows.
Example use cases
Clean duplicate survey response exports
“I exported our weekly survey participation data and I think there are duplicate rows. Can you deduplicate these records and tell me how many times each course group appears? I have 120 rows with row_id, course_group, date, respondents, and invitations fields.”
Course group frequency audit
“I need a frequency count of how many survey records belong to each course group in this dataset — I have 80 participation rows with course_group, date, respondents, and invitations. Also flag any exact duplicate rows while you're at it.”
Survey data quality check before reporting
“Before I submit our education survey report, can you run a deduplication check and compute category frequencies on these 60 participation records? Each row has a row_id, course_group, date, respondent count, and invitation count.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-10-041?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have survey participation data (with respondents, invitations, course groups) and need two quick offline analytical reports — exact row deduplication and category frequency counts — without requiring any external lookup, live data, or prediction. Ideal for education survey data pipelines where dataset size is under 200 rows and cost-efficiency ($0.01 for both reports) matters.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, course_group, date, respondents, invitations) cause rejection
- Invalid date format (non-YYYY-MM-DD) triggers a pattern validation error
- Numeric values outside the allowed range cause schema rejection
- Empty rows array is rejected due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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