{"uid":"cap_h-5bvM87gHUSpBloMHu6a","slug":"company-headcount-observations-exact-row-deduplication-duplicate-key-2a14cf9e","name":"Company Headcount Observations — Exact Row Deduplication + Duplicate Key Report","description":"Company headcount observations — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied company headcount observations records (headcount, open_roles). 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-12-038?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","headcount","open_roles"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"headcount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"open_roles":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","headcount":10,"open_roles":1,"company_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","headcount":20,"open_roles":2,"company_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","headcount":15,"open_roles":3,"company_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","headcount":30,"open_roles":4,"company_group":"group-b"}],"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_Ai2yXHLSCuzBhbXLkTlBQ","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 company headcount observation rows and reports duplicate keys across up to 200 supplied records without any external lookup.","exampleAgentPrompt":"I have a batch of up to 200 company headcount observation records with fields like row_id, company_group, date, headcount, and open_roles — can you run exact row deduplication and generate a duplicate key report across all of them?","exampleUseCases":[{"title":"HR data pipeline deduplication check","prompt":"Before we load our quarterly headcount snapshots into the warehouse, can you check these 150 rows for exact duplicates and flag any records that share the same company_group and date key? Fields are row_id, company_group, date, headcount, and open_roles."},{"title":"Audit workforce data for repeated entries","prompt":"We collected headcount and open_roles observations from multiple sources and suspect there are repeated rows. Can you deduplicate these 80 records and give me a report of which row_ids are duplicates?"},{"title":"Validate headcount upload before reporting","prompt":"I'm about to submit our monthly headcount report but want to make sure there are no duplicate entries. Here are 60 company headcount records — please run exact row deduplication and tell me which ones appear more than once."}],"resultDescription":"Returns two independent analytical reports: (1) an exact row deduplication result identifying fully identical rows across the supplied records, and (2) a duplicate key report flagging records that share the same combination of key fields (e.g. company_group, date). No external data is fetched; all analysis is performed locally on the supplied rows.","failureModes":["Exceeding 200 rows triggers a validation error — batch must be split","Missing required fields (row_id, company_group, date, headcount, open_roles) causes rejection","Malformed date strings not matching YYYY-MM-DD pattern cause input validation failure","Empty rows array (minItems:1 violated) results in an error","Numeric fields outside allowed range (-1e12 to 1e12) are rejected"],"whenToPreferThis":"Choose this endpoint when you need fast, local deduplication and duplicate key reporting specifically for company headcount and open_roles observation data (up to 200 rows) without any external API calls, predictions, or enrichment. It is ideal for data quality checks before ingesting workforce data into a warehouse or reporting pipeline. Not suitable for datasets exceeding 200 rows, fuzzy matching, or enrichment with external headcount sources.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:16.364Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-exact-row-deduplication-duplicate-key-2a14cf9e"}