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Customer Segment Observations — Duplicate Key Report + Numeric Distribution
x402
Customer Segment Observations — Duplicate Key Report + 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 2026-10-20).
Analyzes up to 200 customer segment observation rows to produce a duplicate key report and numeric distribution for account_count or revenue_amount fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Customer segment observations — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution 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 repeated row_id values across the supplied rows, and (2) a numeric distribution report (histogram/frequency breakdown) for the selected field — either account_count or revenue_amount — across the up to 200 input rows. No external data is fetched; all analysis is local.
Example use cases
Data quality audit before pipeline load
“Before I load this into our data warehouse, can you run a duplicate key check on these 120 customer segment rows — I want to catch any repeated row_ids — and also show me the numeric distribution of revenue_amount?”
Revenue distribution profiling by segment
“I have quarterly segment observations with account_count and revenue_amount across several company groups. Can you give me the duplicate key report plus a numeric distribution of revenue_amount so I can see how revenue is spread?”
Account count spread analysis for reporting
“Run a duplicate key report and an account_count numeric distribution on these 80 customer segment records organized by company_group and date — I need this for our monthly analytics summary.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-16-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 customer segment observation records and need both a duplicate key audit and a numeric distribution report in a single $0.01 call. It is ideal for pre-load data quality checks, segment profiling, and lightweight analytics on structured tabular data without needing a full data platform. Best suited for datasets with company_group, date, account_count, and revenue_amount columns.
Side effects
- Input exceeds 200 rows — request will be rejected or truncated
- Missing required fields (row_id, date, company_group, account_count, revenue_amount) cause validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- Numeric values outside ±1,000,000,000,000 range are rejected
- Empty rows array returns an error
- Invalid field selector (not account_count or revenue_amount) causes failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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