{"uid":"cap_ytNjNPQsS5CFXNTif9EjR","slug":"recruitment-funnel-exact-row-deduplication-9c8c46b5","name":"Recruitment Funnel Exact Row Deduplication","description":"Recruitment funnel - Exact row deduplication: Exact row deduplication 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 exact row deduplication deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-analytics-recruitment-funnel-deduplicate?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_9vIxlCjsFh2ji06DvLvje","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":"Removes exact duplicate rows from recruitment funnel datasets containing application and interview data, returning a deduplicated record set.","exampleAgentPrompt":"I have a batch of up to 200 recruitment funnel records with row IDs, sources like 'group-a' and 'group-b', dates, application counts, and interview counts — can you run exact row deduplication on them to clean out any fully identical rows before I analyze the data?","exampleUseCases":[{"title":"Cleaning ATS export before reporting","prompt":"I exported our applicant tracking data for Q3 and it has duplicate rows from the ETL pipeline — each row has a row_id, source channel, date, applications, and interviews. Can you deduplicate the exact duplicates so I have clean data for my funnel report?"},{"title":"Merging multi-source recruitment feeds","prompt":"We're combining recruitment data from three different sources and there are overlapping records. I have up to 150 rows with row_id, source, date, application counts, and interview counts. Can you strip out the exact duplicate rows before we merge the datasets?"},{"title":"Pre-analysis data quality check for hiring metrics","prompt":"Before I hand off our weekly hiring funnel numbers to the analytics team, I want to make sure there are no exact duplicate entries. Can you run deduplication on these recruitment records — they have row IDs, dates, source labels, application totals, and interview totals?"}],"resultDescription":"Returns the deduplicated set of recruitment funnel rows with exact duplicate records removed, preserving unique entries. Likely includes the cleaned row list and a count or summary of how many duplicates were found and removed.","failureModes":["Exceeding 200 row limit results in rejection","Missing required fields (row_id, source, date, applications, interviews) causes validation error","Malformed date format (not YYYY-MM-DD) triggers schema validation failure","Empty rows array (minItems: 1 not met) returns error","Values outside numeric bounds (-1e12 to 1e12) rejected"],"whenToPreferThis":"Use this endpoint when you have recruitment funnel data (applications and interviews by source and date) with up to 200 rows and need to remove exact duplicate rows before analysis or reporting. Prefer this over general-purpose deduplication tools when your data already matches the recruitment funnel schema with row_id, source, date, applications, and interviews fields. Not suitable if you need fuzzy matching, semantic deduplication, or deduplication on datasets larger than 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:37.375Z","isFirstParty":false,"canonicalSlug":"recruitment-funnel-exact-row-deduplication-9c8c46b5"}