{"uid":"cap_vn37S5Qc4NlfE_bQEACOu","slug":"customer-segment-observations-record-quality-audit-equal-width-ce9532e8","name":"Customer Segment Observations — Record Quality Audit + Equal-Width Histogram","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-16-013?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","account_count","revenue_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"account_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"revenue_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","account_count":10,"company_group":"group-a","revenue_amount":1},{"date":"2026-10-02","row_id":"row-2","account_count":20,"company_group":"group-b","revenue_amount":2},{"date":"2026-10-03","row_id":"row-3","account_count":15,"company_group":"group-a","revenue_amount":3},{"date":"2026-10-04","row_id":"row-4","account_count":30,"company_group":"group-b","revenue_amount":4}],"maxItems":200,"minItems":1},"field":{"enum":["account_count","revenue_amount"],"type":"string","default":"account_count"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_DqSIr9vAiSuIQudLWeudr","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"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.","exampleAgentPrompt":"Can you run a record quality audit and a 5-bin equal-width histogram on my customer segment data — I have account_count and revenue_amount fields across about 80 rows with company groups and dates — and use revenue_amount as the field to histogram?","exampleUseCases":[{"title":"CRM segment data quality check","prompt":"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?"},{"title":"Revenue distribution profiling","prompt":"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?"},{"title":"Pre-reporting data validation","prompt":"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."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T00:52:10.012Z","isFirstParty":false,"canonicalSlug":"customer-segment-observations-record-quality-audit-equal-width-ce9532e8"}