{"uid":"cap_Elik-4zA0PtKH0hI5IIi7","slug":"company-headcount-observations-quality-audit-deduplication-daily-sum-89726cf2","name":"Company Headcount Observations — Quality Audit, Deduplication & Daily Sum Series","description":"Company headcount observations — Record quality audit + Exact row deduplication + Daily sum series: Record quality audit + Exact row deduplication + Daily sum 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-12-215?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_2z4YFCTJOzi_13GsLuhKu","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 analytical reports on company headcount data: a record quality audit, exact row deduplication, and a daily sum time series — all on up to 200 supplied rows without any external lookups.","exampleAgentPrompt":"Can you audit the quality of my company headcount records, remove exact duplicates, and give me a daily sum series for the headcount field? Here are my rows: company_group 'Acme-Corp', dates from 2024-01-01 to 2024-01-10, with headcount and open_roles values for each day.","exampleUseCases":[{"title":"HR data quality check before reporting","prompt":"I have 150 rows of headcount observations across three company groups spanning Q1 2024 — can you run a record quality audit on them and flag any missing or malformed values in the headcount and open_roles fields?"},{"title":"Deduplicating staffing tracker exports","prompt":"Our staffing tracker exported some duplicate rows mixed in with our headcount data. Can you deduplicate these 80 rows exactly and tell me which ones were removed, grouped by company_group?"},{"title":"Daily open roles time series for workforce planning","prompt":"I need a daily sum series for open_roles across all our company groups for the past month. Here are the raw observation rows — can you aggregate them by day and give me the totals?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging issues like nulls, out-of-range values, and malformed dates across the headcount and open_roles fields; (2) an exact row deduplication report identifying and removing duplicate entries by all key fields; and (3) a daily sum time series aggregating the selected field (headcount or open_roles) across all company groups by date — all computed locally on the supplied rows.","failureModes":["Input exceeds 200 rows — request rejected with row limit error","Missing required fields (row_id, company_group, date, headcount, open_roles) on any row — validation error returned","Malformed date strings not matching YYYY-MM-DD pattern — schema validation failure","Empty rows array — minItems constraint violation","Invalid field enum value (not 'headcount' or 'open_roles') — schema rejection"],"whenToPreferThis":"Choose this endpoint when you have a batch of up to 200 company headcount or open-roles observation rows and need three combined analytical outputs — quality audit, deduplication, and daily aggregation — in a single low-cost call ($0.01 USDC). It is ideal for pre-processing HR or workforce data before downstream analysis, when no live lookup or external enrichment is needed and all computation is self-contained on your supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:27.484Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-quality-audit-deduplication-daily-sum-89726cf2"}