{"uid":"cap_24tNo5OEodobMZnxXex7r","slug":"company-headcount-observations-record-quality-audit-exact-row-98a2209f","name":"Company Headcount Observations — Record Quality Audit + Exact Row Deduplication + Base-100 Series","description":"Company headcount observations — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series for supplied company headcount observations records (headcount, open_roles). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-12-218?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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_VMky9KuCoXzDX1yTVuHH7","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 three local analytical reports on company headcount data: a record quality audit, exact row deduplication, and a base-100 indexed series — all on user-supplied data, up to 200 rows.","exampleAgentPrompt":"Can you audit the quality of these headcount records, remove any exact duplicate rows, and build a base-100 indexed series for the headcount field starting from index 0? Here are the rows: [{\"row_id\":\"r1\",\"company_group\":\"eng\",\"date\":\"2024-01-01\",\"headcount\":500,\"open_roles\":20},{\"row_id\":\"r2\",\"company_group\":\"eng\",\"date\":\"2024-02-01\",\"headcount\":510,\"open_roles\":18}].","exampleUseCases":[{"title":"Pre-analysis headcount data cleanup","prompt":"I have 150 rows of monthly headcount and open roles data across several company groups — can you run a record quality audit, flag any exact duplicates, and give me a base-100 series on headcount indexed from row 0 so I can compare growth trends?"},{"title":"Workforce data integrity check","prompt":"Before I present this headcount dataset to leadership, can you audit it for record quality issues, deduplicate any identical rows, and produce a base-100 series on open_roles starting from index 0? I'll paste the rows now."},{"title":"Headcount time series normalization","prompt":"I need to normalize our company headcount observations to a base-100 index for benchmarking — can you also run quality and deduplication checks on the same data? The field I want indexed is headcount and the base index should be row 0."}],"resultDescription":"Returns three reports: (1) a record quality audit identifying missing, null, or malformed values in the headcount and open_roles fields; (2) an exact row deduplication report listing identical rows; and (3) a base-100 indexed series for the selected field (headcount or open_roles) anchored at the specified base_index row — all computed locally on the supplied data.","failureModes":["Fewer than 1 or more than 200 rows submitted — rejected with validation error","base_index out of range (0–199) or exceeds number of rows — error returned","Rows missing required fields (row_id, company_group, date, headcount, open_roles) — schema validation failure","date field not matching YYYY-MM-DD format — pattern validation error","Invalid field enum value (must be 'headcount' or 'open_roles') — rejected","Payment not included or insufficient (requires 0.01 USDC via x402) — payment error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of company headcount or open_roles time series data and need three bundled analytical reports — record quality audit, exact deduplication, and base-100 indexing — in a single low-cost call. Ideal for pre-analysis data hygiene workflows where you want to clean and normalize workforce data before downstream reporting. Not suitable if you need live headcount lookups, external data enrichment, or predictive modeling.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:08.276Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-record-quality-audit-exact-row-98a2209f"}