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Customer Segment Observations — Duplicate Key Report + Date by Category Pivot
x402
Customer Segment Observations — Duplicate Key Report + Date by Category Pivot is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-20).
Runs two local analytical reports on customer segment observation data: a duplicate key report and a date-by-category pivot table, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Customer segment observations — Duplicate key report + Date by category pivot: Duplicate key report + Date by category pivot for supplied customer segment observations records (account_count, revenue_amount). 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 analytical reports: (1) a duplicate key report identifying any rows sharing the same key fields, and (2) a date-by-category pivot table aggregating the selected numeric field (account_count or revenue_amount) across company groups and dates. Both reports are computed locally from the supplied data, with no external lookups.
Example use cases
Audit segment data for duplicate keys
“I've got a batch of customer segment observations with row IDs, company groups, dates, and account counts. Can you check whether any row IDs are duplicated in this dataset and give me a report?”
Pivot revenue by date and company group
“Take my customer segment records — each has a date, company group, and revenue_amount — and pivot the revenue_amount values so I can see totals broken out by date and category across all groups.”
Combined data quality and pivot summary
“Run both a duplicate key audit and a date-by-category pivot on my customer segment observations for account_count. I have about 120 rows with row_id, company_group, date, and account_count fields.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-16-068?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need quick, low-cost data quality and pivot analytics on customer segment observation data (up to 200 rows) without any external data lookups or predictions. It is ideal when you want both a duplicate key audit and a date-category pivot in a single API call at $0.01 USDC. Prefer it over general-purpose analytics tools when your data is already structured with company_group, date, account_count, and revenue_amount fields.
Side effects
- More than 200 rows supplied — request will be rejected or truncated
- Missing required fields (row_id, company_group, date, account_count, revenue_amount) cause validation errors
- Invalid date format (must be YYYY-MM-DD) triggers pattern validation failure
- Numeric values outside allowed range (-1T to +1T) rejected
- Empty rows array returns an error
- Invalid field enum value (not account_count or revenue_amount) causes schema validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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