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Business Event Participation — Duplicate Key Report + Explicit Missing-Value Fill
x402
Business Event Participation — Duplicate Key Report + Explicit Missing-Value Fill is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Analyzes up to 200 business event participation records to detect duplicate row keys and fill missing values in attendee_count or company_count fields using zero, mean, or median imputation.
Price / call$0.01
Success—
StatusUnknown
How this service works
Business event participation — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied business event participation records (attendee_count, company_count). 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 independent reports: (1) a duplicate key report listing any row_ids that appear more than once in the submitted dataset, and (2) a missing-value fill report showing the original and imputed values for the specified numeric field (attendee_count or company_count), filled using the chosen method (zero, mean, or median). No external data is fetched; all analysis is performed locally on the supplied rows.
Example use cases
Conference attendance data cleanup
“I've got 150 rows of conference attendance records with row_id, company_group, date, attendee_count, and company_count — some attendee_count values are null. Can you find any duplicate row IDs and fill the missing attendee counts using the median of the existing values?”
Trade show participation audit
“Before I import my trade show participation data into our BI tool, can you check these 80 records for any duplicate row keys and fill any blank company_count fields with zero? The fields are row_id, company_group, date, attendee_count, and company_count.”
Event series data QA for reporting
“I need to QA this batch of 200 business event participation rows — please identify any duplicate row IDs and impute missing attendee_count values using the mean so our report totals are complete.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-19-070?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need simultaneous duplicate-key detection and numeric missing-value imputation on business event participation records (attendee and company counts) in a single call. It is purpose-built for event participation data with company_group segmentation and supports up to 200 rows per call. Prefer this over general-purpose data-quality tools when you specifically need both a duplicate report and an imputed fill report together at low cost ($0.01 USDC for both), with no external lookup or live data dependency.
Side effects
- Fewer than 1 or more than 200 rows submitted — request rejected
- Invalid date format (not YYYY-MM-DD) — validation error
- row_id missing or empty — schema validation failure
- Numeric values outside allowed range (±1,000,000,000,000) — rejected
- Invalid fill method or field enum value — schema error
- Malformed JSON payload — parse error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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