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Survey Participation Deduplication & Weighted Mean Analyzer
x402
Survey Participation Deduplication & Weighted Mean Analyzer is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-30).
Deduplicates survey participation rows exactly and computes a secondary-measure weighted mean for respondent/invitation data, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Survey participation — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + 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
Returns two analytical reports: (1) an exact row deduplication result showing unique survey participation records with duplicates removed, and (2) a weighted mean calculation for the selected secondary measure field (respondents or invitations), computed across the deduplicated dataset grouped by course_group and date.
Example use cases
Cleaning duplicate course survey responses
“I've got survey participation data for multiple course groups with some duplicate entries — can you run exact row deduplication on my records and then calculate the weighted mean of respondents across the dataset? I have about 150 rows with row_id, date, course_group, respondents, and invitations fields.”
Weighted participation rate by invitation count
“For my education survey results, I need you to deduplicate the participation rows and then compute a weighted mean using invitations as the field — I have around 80 records covering different course groups and dates.”
Audit survey data quality before reporting
“Before I submit my quarterly survey report, can you deduplicate my participation records and give me a weighted mean summary on the respondents field? I have 200 rows with date, course_group, respondents, and invitations that need cleaning first.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-10-051?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have survey participation tabular data (respondents + invitations per course group) that needs both exact deduplication and a weighted mean computed in a single call, returning two reports at low cost ($0.01 USDC). Prefer this over general-purpose analytics when working with education survey data up to 200 rows and needing offline/local computation without external lookups.
Side effects
- Row count exceeds 200 items — request will be rejected
- Missing required fields (row_id, course_group, date, respondents, or invitations) cause validation errors
- Invalid date format (must be YYYY-MM-DD) triggers schema rejection
- Numeric values outside ±1,000,000,000,000 range cause validation failure
- Empty rows array returns an error
- Invalid field enum value (must be 'respondents' or 'invitations') causes rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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