{"uid":"cap_tJd3MFt8GWprRMJqbbPPt","slug":"company-headcount-observations-duplicate-key-report-numeric-row-eec998c3","name":"Company Headcount Observations — Duplicate Key Report + Numeric Row Ordering","description":"Company headcount observations — Duplicate key report + Numeric row ordering: Duplicate key report + Numeric row ordering 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-12-058?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},"field":{"enum":["headcount","open_roles"],"type":"string","default":"headcount"}}},"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_VoPDTY-mDYW-ppiPwaieU","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":"Runs two local analytical reports on supplied company headcount data: identifies duplicate row keys and orders rows numerically, for up to 200 rows.","exampleAgentPrompt":"Can you check my company headcount dataset for duplicate row IDs and also sort the rows by headcount value? Here are 4 records: row-1 for group-a on 2026-10-01 with headcount 10 and 1 open role, row-2 for group-b on 2026-10-02 with headcount 20 and 2 open roles, row-3 for group-a on 2026-10-03 with headcount 15 and 3 open roles, and row-4 for group-b on 2026-10-04 with headcount 30 and 4 open roles — analyze the headcount field.","exampleUseCases":[{"title":"Audit headcount data for duplicates","prompt":"I have a batch of company headcount observations and I need to know if any row IDs are duplicated — can you run a duplicate key report on these records? I have about 50 rows with company_group, date, headcount, and open_roles fields."},{"title":"Rank workforce records numerically","prompt":"Can you take my list of company headcount entries and order them numerically by open_roles? I want to see which company groups have the most open positions ranked from lowest to highest."},{"title":"Pre-pipeline data quality check","prompt":"Before I load these 120 headcount observation records into our data warehouse, can you run both a duplicate key check and a numeric ordering report on them by headcount so I can spot any issues ahead of time?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any row_ids that appear more than once in the supplied dataset, and (2) a numeric row ordering report ranking the rows by the selected field (headcount or open_roles), all computed locally without external lookups.","failureModes":["Empty rows array returns an error (minItems: 1 required)","More than 200 rows submitted exceeds maxItems limit","Invalid date format (must match YYYY-MM-DD pattern) causes validation failure","Missing required fields (row_id, company_group, date, headcount, open_roles) cause schema rejection","Invalid field enum value (not 'headcount' or 'open_roles') causes rejection","row_id exceeding 80 characters is rejected"],"whenToPreferThis":"Choose this endpoint when you have company headcount observation data (up to 200 rows) and need both duplicate key detection and numeric row ordering in a single low-cost call. It is ideal for pre-pipeline data quality checks, HR data audits, or any workflow requiring deduplication awareness and ranked ordering of workforce metrics without needing live data lookups or predictive analytics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:27.732Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-duplicate-key-report-numeric-row-eec998c3"}