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Customer Segment Observations — Numeric Distribution & Category Frequencies
x402
Customer Segment Observations — Numeric Distribution & Category Frequencies 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).
Computes numeric distribution statistics and category frequency counts for up to 200 customer segment observation rows across account_count or revenue_amount fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Customer segment observations — Numeric distribution + Category frequencies: Numeric distribution + Category frequencies 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 analytical reports for the supplied dataset: (1) a numeric distribution report covering statistical spread (min, max, mean, percentiles, etc.) for the selected numeric field (account_count or revenue_amount), and (2) a category frequency report showing how often each value of company_group appears across the supplied rows. Both reports are computed locally without external lookups.
Example use cases
Revenue spread across segments
“I have 50 rows of monthly customer segment observations with revenue_amount and company_group — can you run the numeric distribution and category frequency reports on revenue_amount so I can see how revenue is spread and which groups dominate?”
Account count distribution audit
“Here are 120 customer segment records with account_count and company_group fields — please compute the numeric distribution for account_count and show me the frequency of each company_group so I can spot imbalances.”
Quarterly segment summary
“I've got end-of-quarter customer segment data with account_count values across three company groups — run both the numeric distribution and category frequency analysis on account_count so I can summarize the segment breakdown for my report.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-16-072?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of customer segment observation data and need both a numeric distribution summary and a category frequency breakdown in a single paid call ($0.01 USDC). It is ideal for quick, self-contained statistical profiling of segment data without requiring an external analytics platform. Prefer this over general-purpose analytics tools when the data is already structured with company_group, date, account_count, and revenue_amount fields and you want two complementary reports in one request.
Side effects
- Fewer than 1 row supplied — request rejected
- More than 200 rows supplied — exceeds limit, request rejected
- Missing required fields (row_id, company_group, date, account_count, revenue_amount) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (±1,000,000,000,000) — validation error
- Invalid field selector (must be account_count or revenue_amount) — enum validation failure
- Payment not provided or insufficient USDC — 402 Payment Required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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