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Customer Segment Observations — Record Quality Audit + Equal-Width Histogram
x402
Customer Segment Observations — Record Quality Audit + Equal-Width Histogram 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 an equal-width histogram on customer segment observation data (account_count or revenue_amount) for up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Customer segment observations — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram 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 submitted rows: (1) a record quality audit identifying missing values, nulls, and data integrity issues across the required fields, and (2) an equal-width histogram showing the frequency distribution of the selected field (account_count or revenue_amount) divided into the specified number of bins. Both reports are computed locally with no external lookups.
Example use cases
CRM segment data quality check
“I just exported 150 rows of customer segment observations from our CRM with account_count and revenue_amount per group per day — can you audit the record quality and show me a histogram of account_count using 10 bins so I can spot any gaps or weird distributions before I run further analysis?”
Revenue distribution profiling
“I need to understand how our revenue_amount values are distributed across customer segments — I have about 60 rows with company group and date. Can you run a quality audit on the records and generate an equal-width histogram with 8 bins on the revenue_amount field?”
Pre-reporting data validation
“Before I build our quarterly report, can you check the quality of these 200 customer segment observation rows and give me a 5-bin histogram on account_count? I want to catch any nulls or bad records and see the overall distribution.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-16-013?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a histogram distribution analysis on customer segment observations (account_count or revenue_amount) in a single cheap call. Ideal for pre-analysis validation of CRM or segment exports with up to 200 rows. Prefer over separate tools when you want two complementary reports (quality + distribution) bundled for $0.01 USDC with no external data lookups required.
Side effects
- Rows array is empty or missing — validation error returned
- More than 200 rows submitted — request rejected with max-items error
- Invalid field value (not 'account_count' or 'revenue_amount') — enum validation error
- bins parameter out of range (< 1 or > 30) — validation error
- Date fields not in YYYY-MM-DD format — pattern validation error
- row_id missing or empty — required field validation error
- Payment not included or insufficient — x402 payment required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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