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Customer Segment Observations — Duplicate Key Report + Two-Measure Correlation
x402
Customer Segment Observations — Duplicate Key Report + Two-Measure Correlation 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).
Runs two local analytical reports (duplicate key detection and two-measure Pearson correlation) on up to 200 rows of customer segment data containing account counts and revenue amounts.
Price / call$0.01
Success—
StatusUnknown
How this service works
Customer segment observations — Duplicate key report + Two-measure correlation: Duplicate key report + Two-measure correlation 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 two-measure correlation report quantifying the statistical relationship between account_count and revenue_amount across the supplied rows. Both are computed locally with no external data lookups.
Example use cases
Audit segment data for duplicate keys
“I just exported our customer segment records — rows with row_id, company_group, date, account_count, and revenue_amount — and I need to know if there are any duplicate row IDs before I load them into our warehouse. Can you run the duplicate key report on these 120 rows?”
Correlate revenue with account volume
“We have monthly observations across our company groups showing account counts and revenue amounts. Can you check whether account_count and revenue_amount are correlated across our 80-row customer segment dataset?”
Combined data quality and correlation check
“Before I share this customer segment report with leadership, I need to confirm there are no duplicate keys and also understand if account count tracks with revenue. Run both the duplicate key and two-measure correlation reports on these 150 segment rows, please.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-16-066?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both duplicate-key auditing and a simple two-measure Pearson correlation on customer segment data (account_count vs revenue_amount) in a single $0.01 call, without requiring external data access, predictions, or professional assessments. Ideal for lightweight, self-contained data quality and statistical checks on up to 200 rows.
Side effects
- Input array exceeds 200 rows — request will be rejected
- Missing required fields (row_id, company_group, date, account_count, or revenue_amount) cause validation failure
- Date strings not matching YYYY-MM-DD pattern are rejected
- Numeric values outside ±1,000,000,000,000 range are rejected
- Insufficient variance in measures may produce undefined or trivial correlation result
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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