{"uid":"cap_7SHmP9LYzUhIWISaLJElP","slug":"job-listing-inventories-record-quality-audit-string-normalisation-7d5b6df0","name":"Job Listing Inventories — Record Quality Audit + String Normalisation + Equal-Width Histogram","description":"Job listing inventories — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied job listing inventories records (listing_count, duplicate_listings). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-13-202?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_hzIus9qYMjRIEBw1Y43Rg","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 three local analytical reports on job listing inventory data: a record quality audit, string normalisation, and an equal-width histogram across up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and equal-width histogram with 5 bins on my job listing inventory data? I have listing_count and duplicate_listings fields across about 50 rows from different company groups — analyse the listing_count field.","exampleUseCases":[{"title":"Data quality check on job board inventory","prompt":"I've got a dataset of about 80 job listing records across several company groups with listing_count and duplicate_listings columns — can you run a full record quality audit and string normalisation report on them, and also give me a 10-bin histogram on listing_count?"},{"title":"Detecting duplicates across company groups","prompt":"Run a quality audit and equal-width histogram with 5 bins on my job listing inventory records focusing on the duplicate_listings field — I want to see where duplicate listings cluster across my 120 company group rows."},{"title":"Prepping listing data for reporting","prompt":"Before I hand off this job listing dataset to my analytics team, can you normalise the company group strings, audit record quality, and generate a 7-bin equal-width histogram on listing_count for my 200 rows of data?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, invalid, or out-of-range values per row; (2) a string normalisation summary for text fields like company_group; and (3) an equal-width histogram for the selected numeric field (listing_count or duplicate_listings) with the configured number of bins showing bin boundaries and frequency counts.","failureModes":["Exceeds 200-row limit — request rejected","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","bins parameter outside 1–30 range — clamped or rejected","All numeric values null — histogram cannot be computed","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you have raw job listing inventory tabular data (up to 200 rows) with listing_count and duplicate_listings fields and need three simultaneous analytical outputs — quality audit, string normalisation, and a histogram — in a single low-cost call. It is a purely local computation endpoint with no external lookups, making it fast and deterministic. Prefer it over general-purpose analytics tools when you specifically need the three bundled reports at $0.01 USDC and your dataset fits within the 200-row constraint.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:02.007Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-string-normalisation-7d5b6df0"}