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Customer Segment Observations — Record Quality Audit + Secondary-Measure Weighted Mean
x402
Customer Segment Observations — Record Quality Audit + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).
Runs a record quality audit and computes a secondary-measure weighted mean on up to 200 customer segment observation rows (account_count, revenue_amount), returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Customer segment observations — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean 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 record quality audit flagging issues such as nulls, invalid values, or format problems across the supplied rows; and (2) a weighted mean calculation for the specified secondary measure (account_count or revenue_amount) across all provided customer segment observation records.
Example use cases
Revenue weighted mean for segment review
“I have quarterly customer segment observations with account_count and revenue_amount for group-a and group-b. Can you audit the record quality and give me the weighted mean for revenue_amount across all 80 rows?”
Account count data quality check
“Please run a record quality audit on my customer segment dataset and compute the weighted mean for account_count. I'll send you about 150 rows with row_id, company_group, date, account_count, and revenue_amount fields.”
Segment data validation before reporting
“Before I finalize my segment report, can you check the data quality of my 120 customer observation records and also calculate the secondary-measure weighted mean for revenue_amount so I can spot any anomalies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-16-016?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a weighted mean computation on customer segment observation data (account_count, revenue_amount) in a single low-cost call. It is ideal for pre-reporting validation workflows where you want to catch record quality issues and compute a weighted average simultaneously without external data lookups or live predictions. Best suited for batch sizes up to 200 rows at $0.01 USDC per call.
Side effects
- Rows array empty or exceeds 200 items — request rejected
- Missing required fields (row_id, company_group, date, account_count, revenue_amount) on any row — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (±1,000,000,000,000) — rejected
- Invalid field enum value (must be account_count or revenue_amount) — error response
- Payment not processed or insufficient USDC balance — payment failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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