{"uid":"cap_VZ1TKL0C9dY8tYD19P8UD","slug":"job-listing-inventories-exact-row-deduplication-iqr-outlier-flags-19949215","name":"Job Listing Inventories — Exact Row Deduplication + IQR Outlier Flags","description":"Job listing inventories — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags 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-13-049?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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_P2u736I-t0S81hL8Eg-tn","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":"Deduplicates exact rows and flags IQR-based outliers across listing_count and duplicate_listings fields in supplied job listing inventory records (up to 200 rows, 2 reports per call).","exampleAgentPrompt":"Can you deduplicate and flag IQR outliers on my job listing inventory data? I have rows with company_group, date, listing_count, and duplicate_listings — analyze the listing_count field across up to 50 rows and give me both the deduplication and outlier reports.","exampleUseCases":[{"title":"Cleaning recruiter platform listing exports","prompt":"I exported job listing counts by company group for the past month and suspect there are duplicate rows and some companies with weirdly high or low listing counts — can you run exact row deduplication and IQR outlier detection on listing_count for these records?"},{"title":"Auditing duplicate listings anomalies","prompt":"Here are 120 rows of job listing inventory with company_group, date, and duplicate_listings values — please deduplicate the exact rows and flag any outliers in the duplicate_listings field using IQR so I can see which entries are suspicious."},{"title":"Data quality check before pipeline ingestion","prompt":"Before I load this job listing inventory data into our pipeline, I need you to deduplicate it and identify statistical outliers in listing_count — I have about 80 rows with row_id, company_group, date, listing_count, and duplicate_listings."}],"resultDescription":"Returns two independent analytical reports per call: (1) an exact row deduplication report identifying which of the submitted rows (up to 200) are duplicates, and (2) an IQR outlier flagging report identifying records whose listing_count or duplicate_listings values fall outside the interquartile range bounds. No external data is fetched; all analysis is performed on the supplied rows only.","failureModes":["Exceeding 200 rows returns an error or truncated results","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause validation failure","Null values in the selected numeric field may reduce IQR calculation accuracy","Invalid date format (not YYYY-MM-DD) causes schema rejection","Empty rows array fails minItems:1 constraint","Submitting only 1-3 rows may make IQR outlier detection statistically meaningless"],"whenToPreferThis":"Choose this endpoint when you have job listing inventory tabular data (up to 200 rows) and need both exact-row deduplication and IQR-based outlier detection in a single low-cost call ($0.01 USDC). It is ideal for offline/batch data quality checks on listing_count or duplicate_listings fields without needing any live data lookup or external enrichment. Prefer it over general-purpose data tools when working specifically with the job listing inventory schema (company_group, date, listing_count, duplicate_listings).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:07.253Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-exact-row-deduplication-iqr-outlier-flags-19949215"}