{"uid":"cap_TKgFNj4o44qmy-6VNV9bt","slug":"company-headcount-observations-record-quality-audit-exact-row-815ffe3d","name":"Company Headcount Observations — Record Quality Audit + Exact Row Deduplication","description":"Company headcount observations — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication 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-12-002?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_7MxgYk4YjJ71f2_lceE08","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":"Audits data quality and deduplicates exact duplicate rows in up to 200 company headcount observation records (headcount, open_roles fields) using local analytical engines, returning two independent reports.","exampleAgentPrompt":"Can you audit these company headcount records for data quality issues and find any exact duplicate rows? I have up to 50 observations with fields like company_group, date, headcount, and open_roles that I want checked before I run my analysis.","exampleUseCases":[{"title":"Pre-analysis headcount data cleanup","prompt":"I've got a batch of headcount observations across several company groups spanning the last quarter — can you run a quality audit and flag any exact duplicate rows before I load them into my dashboard? Each row has a date, company group, headcount, and open roles count."},{"title":"Recruiting pipeline data validation","prompt":"Before I merge these open_roles and headcount records into our hiring report, can you check them for data quality issues and exact duplicates? I have about 120 rows covering different company groups with dates and headcount figures."},{"title":"Workforce data deduplication for reporting","prompt":"We exported headcount observations from two systems and need to deduplicate exact matching rows and flag any quality problems before we consolidate — can you run both checks on our ~80 rows that include company_group, date, headcount, and open_roles?"}],"resultDescription":"Two independent analytical reports: (1) a record quality audit identifying issues such as missing values, out-of-range numbers, or malformed fields across the headcount and open_roles columns; and (2) an exact row deduplication report listing which rows are exact duplicates of others. Both reports are generated locally from the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns an error — batch must be split","Missing required fields (row_id, company_group, date, headcount, open_roles) will cause validation rejection","Malformed date strings not matching YYYY-MM-DD pattern may be rejected","Empty rows array (minItems: 1 not met) returns an error","Payment of 0.01 USDC must be included via x402 protocol or request is rejected"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and exact deduplication in a single call on up to 200 company headcount observation rows (headcount + open_roles fields). It is ideal for pre-processing workforce datasets before analysis or reporting, when you do not need live data lookups, ML predictions, or external enrichment — just fast, local analytical checks on supplied row data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:22.828Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-record-quality-audit-exact-row-815ffe3d"}