{"uid":"cap_9rA1iS5vTK0kIIAtYuIg7","slug":"company-headcount-observations-record-quality-audit-string-7f601fc2","name":"Company Headcount Observations — Record Quality Audit + String Normalisation + Trailing Mean Series","description":"Company headcount observations — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean 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-12-199?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_viWxT2lNYT7Q9Dd189d8i","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 observation records: a record quality audit, string normalisation, and a trailing mean time series for a chosen field.","exampleAgentPrompt":"Can you run a quality audit, string normalisation, and trailing mean series (window size 7) on the headcount field for these company headcount observation records I'm uploading — up to 200 rows with row_id, company_group, date, headcount, and open_roles?","exampleUseCases":[{"title":"HR data quality check before reporting","prompt":"I have a batch of up to 150 company headcount observation rows with row_id, company_group, date, headcount, and open_roles — can you audit them for record quality issues, normalise the company_group strings, and give me a trailing mean series on the headcount field with a window of 4?"},{"title":"Rolling average of open roles by company","prompt":"Please compute the trailing mean for open_roles with a window of 5 across these 80 headcount observation records, and also flag any quality issues and normalise the company group names while you're at it."},{"title":"Workforce trend analysis for investor deck","prompt":"I need three reports on this dataset of 200 company headcount entries: a record quality audit, string normalisation of the company_group column, and a rolling mean series on headcount using a window of 10 — can you run all three?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging issues such as missing values, out-of-range numbers, or malformed dates; (2) a string normalisation report standardising the company_group field; and (3) a trailing mean time series for the selected field (headcount or open_roles) computed over the specified rolling window.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, company_group, date, headcount, open_roles) cause validation errors","Invalid date format (not YYYY-MM-DD) causes parse failure","Window size larger than number of rows produces no trailing mean values","Payment not included or insufficient USDC causes 402 rejection"],"whenToPreferThis":"Choose this endpoint when you need three simultaneous data quality and analytical reports on company headcount observation records in a single call for $0.01 USDC — specifically record quality auditing, string normalisation, and a trailing rolling mean series. Ideal when you have up to 200 rows of workforce time series data and want to clean, audit, and trend-analyse in one batch without making separate API calls for each report.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:44:57.743Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-record-quality-audit-string-7f601fc2"}