{"uid":"cap_kuucj_1ivtnN9Jn-zpwwA","slug":"company-headcount-observations-record-quality-audit-string-9629b561","name":"Company Headcount Observations — Record Quality Audit + String Normalisation + Two-Measure Correlation","description":"Company headcount observations — Record quality audit + String normalisation + Two-measure correlation: Record quality audit + String normalisation + Two-measure correlation 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-12-204?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_e90d3XJeETeu89gdE8IEe","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, normalises strings, and computes correlation between headcount and open_roles for up to 200 company headcount observation records.","exampleAgentPrompt":"Can you audit the quality of these company headcount records, normalise the company group names, and tell me how correlated headcount is with open roles? I have up to 50 rows covering companies like 'Acme Corp' and 'BetaCo' with dates and both headcount and open_roles figures.","exampleUseCases":[{"title":"HR data quality check before reporting","prompt":"I've got a dataset of 80 company headcount observations — each row has a company group, a date, a headcount number, and open roles count. Can you audit it for record quality issues, normalise the company group strings, and check if headcount and open roles are correlated?"},{"title":"Validating workforce data before dashboard import","prompt":"Before I import these 150 rows of headcount and open_roles records into our dashboard, can you run a quality audit, fix any inconsistent company group names, and give me the correlation between headcount and open positions?"},{"title":"Spotting data anomalies in talent tracking data","prompt":"We track headcount and open roles by company group every week — here are 120 observation rows. Can you flag any record quality problems, normalise the group labels, and report how strongly headcount and open roles move together?"}],"resultDescription":"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 showing standardised versions of company_group labels; (3) a two-measure correlation report quantifying the statistical relationship between headcount and open_roles across the supplied rows.","failureModes":["Fewer than 1 or more than 200 rows supplied — validation error","Malformed date strings not matching YYYY-MM-DD pattern — schema rejection","Missing required fields (row_id, company_group, date, headcount, open_roles) — validation error","Non-numeric values in headcount or open_roles where numbers expected — schema rejection","Payment not processed — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you have a batch of company headcount observations (up to 200 rows) and need all three of: data quality auditing, string normalisation of company group labels, and a statistical correlation between headcount and open_roles — delivered as three bundled reports in a single low-cost call. It is a pure local analytical service with no external lookups or predictions, making it suitable for sensitive internal HR data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:06.263Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-record-quality-audit-string-9629b561"}