{"uid":"cap_MvqPLFJb39u2w4Ac4plW9","slug":"job-listing-inventories-exact-row-deduplication-equal-width-histogram-52fd7569","name":"Job Listing Inventories — Exact Row Deduplication + Equal-Width Histogram","description":"Job listing inventories — Exact row deduplication + Equal-width histogram: Exact row deduplication + 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-13-048?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_Hx4KRCwSqot2RmJw0lEyk","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":"Performs exact row deduplication and equal-width histogram analysis on job listing inventory records (listing_count, duplicate_listings) for up to 200 rows.","exampleAgentPrompt":"Can you deduplicate these job listing inventory rows and generate a 10-bin equal-width histogram on the listing_count field? I have 4 records: row-1 group-a 2026-10-01 listing_count=10 duplicate_listings=1, row-2 group-b 2026-10-02 listing_count=20 duplicate_listings=2, row-3 group-a 2026-10-03 listing_count=15 duplicate_listings=3, row-4 group-b 2026-10-04 listing_count=30 duplicate_listings=4.","exampleUseCases":[{"title":"Audit duplicate job postings by company","prompt":"I have a dataset of 150 job listing records across several company groups and I want to find any exact duplicate rows and also see a histogram of the listing_count field with 5 bins — can you run both reports on it?"},{"title":"Distribution analysis of duplicate listings","prompt":"Can you take my job inventory records and generate an equal-width histogram with 8 bins for the duplicate_listings field, along with deduplication, so I can see how duplicate postings are distributed across our companies?"},{"title":"Clean and profile daily job listing data","prompt":"Every day we collect job listing counts per company group — can you deduplicate today's 80 rows and show me a 10-bin histogram of listing_count so I can spot any anomalies before we load it into our warehouse?"}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying and removing fully identical rows from the supplied job listing inventory records, and (2) an equal-width histogram report dividing the chosen numeric field (listing_count or duplicate_listings) into the specified number of bins and counting row frequencies per bin. Both reports are computed locally against the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected","Missing required fields (row_id, company_group, date, listing_count, or duplicate_listings) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","bins value outside 1–30 range — rejected","All rows are duplicates — deduplication report returns empty set","Numeric fields out of allowed range — validation error","field enum value not one of listing_count or duplicate_listings — error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 job listing inventory records and need both exact row deduplication and a frequency histogram in a single call for a flat per-call fee. It is ideal for data quality checks on job listing pipelines, auditing duplicate postings, and quick distributional profiling of listing_count or duplicate_listings fields without setting up a local analytics stack or calling a general-purpose data processing service.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:46.210Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-exact-row-deduplication-equal-width-histogram-52fd7569"}