{"uid":"cap_2iV9pcJ5FgeIjpwX2O95w","slug":"recruitment-funnel-duplicate-key-report-2be24a54","name":"Recruitment Funnel Duplicate Key Report","description":"Recruitment funnel - Duplicate key report: Duplicate key report for Recruitment funnel. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded duplicate key report deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-analytics-recruitment-funnel-key-duplicates?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","source","date","applications","interviews"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source":{"type":"string","default":"","maxLength":80},"interviews":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"applications":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source":"group-a","interviews":1,"applications":10},{"date":"2026-10-02","row_id":"row-2","source":"group-b","interviews":2,"applications":20},{"date":"2026-10-03","row_id":"row-3","source":"group-a","interviews":3,"applications":15},{"date":"2026-10-04","row_id":"row-4","source":"group-b","interviews":4,"applications":30}],"maxItems":200,"minItems":1}}},"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_S0pR_yJhY00iudsPhSdW7","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":"Detects duplicate row keys in recruitment funnel datasets (applications and interviews by source and date) and returns a data-quality report.","exampleAgentPrompt":"Check this recruitment funnel data for duplicate row keys — I have 4 records with row IDs row-1 through row-4, sources group-a and group-b, dates from 2026-10-01 to 2026-10-04, with interview and application counts, and I need a duplicate key report.","exampleUseCases":[{"title":"Pre-pipeline data quality check","prompt":"Before I load this week's recruitment funnel export into our data warehouse, can you scan these 50 records — each has a row_id, source, date, applications count, and interviews count — and flag any duplicate row keys so I can clean them up first?"},{"title":"Multi-source applicant deduplication","prompt":"We're merging recruitment data from LinkedIn and Indeed into one dataset. Can you check these 120 rows for duplicate row IDs so we know if any records got imported twice across sources?"},{"title":"Automated hiring funnel audit","prompt":"Run a duplicate key check on our latest recruitment funnel snapshot — I've got 80 rows covering different hiring sources and dates throughout October, and I need to know if any row_id appears more than once before we generate our monthly report."}],"resultDescription":"A bounded duplicate key report identifying which row_id values appear more than once in the submitted recruitment funnel dataset, enabling data-quality remediation before downstream processing.","failureModes":["Fewer than 1 row submitted returns a validation error","More than 200 rows submitted exceeds the maxItems limit and is rejected","Malformed date strings not matching YYYY-MM-DD pattern cause schema validation failure","Missing required fields (row_id, source, date, applications, interviews) cause request rejection","Non-numeric values in applications or interviews fields cause type validation errors"],"whenToPreferThis":"Choose this endpoint when you need a fast, cheap ($0.01 USDC) local data-quality check for duplicate row keys in recruitment funnel records (up to 200 rows) before loading into a data warehouse or running analytics. Prefer it over general deduplication tools when your data specifically follows the recruitment funnel schema (source, date, applications, interviews).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T18:58:02.250Z","isFirstParty":false,"canonicalSlug":"recruitment-funnel-duplicate-key-report-2be24a54"}