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Survey Participation Analytics — String Normalisation & Numeric Distribution
x402
Survey Participation Analytics — String Normalisation & 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 2026-10-30).
Normalises string fields and computes numeric distribution statistics for survey participation data (respondents and invitations) across up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Survey participation — String normalisation + Numeric distribution: String normalisation + 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) a string normalisation report covering the course_group and related text fields across all submitted rows, and (2) a numeric distribution report for the selected field (respondents or invitations), including statistical distribution metrics. Both reports are computed locally with no external lookups.
Example use cases
Monthly survey response rate analysis
“I have 50 rows of monthly survey participation records across different course groups — can you normalize the course group name strings and give me a numeric distribution breakdown for the respondents field so I can see how responses are spread out?”
Invitation volume distribution check
“Run string normalisation and numeric distribution on these 30 survey records for my education program — I want to analyze the invitations field to understand how invitation counts are distributed across groups and dates.”
Cross-group survey data cleanup
“I collected survey participation data for 100 rows across group-a and group-b over Q4 — can you normalize the string fields and compute the numeric distribution for the respondents column so I can spot patterns before writing my report?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-10-022?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular survey participation data (respondents and invitations by course group and date) and need both string normalisation and numeric distribution analysis in a single low-cost call. It is ideal for education or training survey datasets up to 200 rows where no live lookup, external prediction, or real-time data is required. It bundles two reports for $0.01 USDC, making it cost-effective for batch analytical preprocessing.
Side effects
- More than 200 rows submitted — request exceeds maxItems limit
- Missing required fields (row_id, course_group, date, respondents, invitations) — validation error
- Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — validation error
- Invalid field selector (must be 'respondents' or 'invitations') — enum validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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