{"uid":"cap_UWeySnSoxgovyilC7_l_P","slug":"job-listing-inventories-record-quality-audit-equal-width-histogram-5c71bce4","name":"Job Listing Inventories — Record Quality Audit + Equal-Width Histogram","description":"Job listing inventories — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied job listing inventories records (listing_count, duplicate_listings). 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-13-013?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","listing_count","duplicate_listings"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"listing_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duplicate_listings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","listing_count":10,"duplicate_listings":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","listing_count":20,"duplicate_listings":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listing_count":15,"duplicate_listings":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listing_count":30,"duplicate_listings":4}],"maxItems":200,"minItems":1},"field":{"enum":["listing_count","duplicate_listings"],"type":"string","default":"listing_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_Pu1m1ytMbigp1UlYQe3fb","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 report on up to 200 rows of job listing inventory data (listing_count, duplicate_listings) for a chosen numeric field.","exampleAgentPrompt":"Can you run a record quality audit and build a 10-bin equal-width histogram on my job listing inventory data — specifically on the listing_count field — for these rows from group-a and group-b covering October 2026?","exampleUseCases":[{"title":"Auditing job inventory data quality","prompt":"I have 150 rows of job listing inventory records with listing_count and duplicate_listings fields — can you run a quality audit to flag any nulls, out-of-range values, or inconsistencies in the data?"},{"title":"Histogram of duplicate listings distribution","prompt":"Please generate a 10-bin equal-width histogram on the duplicate_listings field from my job inventory dataset so I can see how duplicates are distributed across the records."},{"title":"Company group listing count profiling","prompt":"I want to profile the listing_count distribution for our job inventory across company groups for Q4 2026 — can you run both a data quality audit and a 5-bin histogram on those records?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit covering completeness, null counts, value range checks, and anomaly flags for each supplied row; and (2) an equal-width histogram showing bin boundaries and row frequency counts for the chosen numeric field (listing_count or duplicate_listings). Both reports are computed locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Invalid date format (must be YYYY-MM-DD) causing schema validation failure","Numeric values outside allowed range (-1e12 to 1e12) causing rejection","Invalid field enum value (must be 'listing_count' or 'duplicate_listings')","Bins parameter out of range (must be 1–30), causing default fallback or error","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) in any row","Payment of 0.01 USDC not included or invalid x402 payment header"],"whenToPreferThis":"Choose this endpoint when you have a batch of up to 200 job listing inventory records and need both a data quality audit and a histogram distribution summary in a single low-cost call. It is ideal for offline/local analytical profiling of supplied data without any external lookup, live data fetch, or prediction. Prefer this over general-purpose analytics tools when you specifically need the dual-report (quality audit + equal-width histogram) combination scoped to job listing inventory fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:23.909Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-equal-width-histogram-5c71bce4"}