{"uid":"cap_V2ki7TjiQfLZ1dLU75NGu","slug":"company-headcount-observations-record-quality-audit-string-5b788a89","name":"Company Headcount Observations — Record Quality Audit + String Normalisation + Daily Sum Series","description":"Company headcount observations — Record quality audit + String normalisation + Daily sum series: Record quality audit + String normalisation + 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-12-198?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_oi2-O9lP_NEtn7yBioTGu","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 (record quality audit, string normalisation, and daily sum series) on up to 200 company headcount/open_roles observation rows","exampleAgentPrompt":"Can you run the three-report bundle on my company headcount dataset — record quality audit, string normalisation, and daily sum series — for the headcount field? I have about 50 rows with columns for row_id, company_group, date, headcount, and open_roles.","exampleUseCases":[{"title":"Headcount data quality pre-flight check","prompt":"Before I load this workforce dataset into our BI tool, can you audit the record quality, normalise the company_group strings, and give me a daily sum series for headcount? I have 120 rows covering Q3."},{"title":"Open roles daily aggregation for recruiting dashboard","prompt":"I need the daily sum series for open_roles across all my company groups — can you also run the record quality audit and string normalisation at the same time? Here are 80 rows of observation data."},{"title":"Clean and summarise headcount before board report","prompt":"We're preparing a board report and need our headcount observation data cleaned up: please run string normalisation on company_group names, flag any record quality issues, and produce the daily headcount totals. We have 45 rows to process."}],"resultDescription":"Three structured analytical reports returned together: (1) a record quality audit flagging missing values, type errors, and format violations per row; (2) a string normalisation report showing standardised versions of company_group strings; (3) a daily sum series aggregating the chosen field (headcount or open_roles) by date across all rows. All computed locally with no external lookups.","failureModes":["Rows array empty or missing — returns validation error","More than 200 rows submitted — exceeds limit, request rejected","date field not matching YYYY-MM-DD pattern — row-level validation failure","headcount or open_roles outside allowed numeric range — schema rejection","Invalid field enum value (not 'headcount' or 'open_roles') — request error","Payment not included or insufficient — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need all three analytics — record quality audit, string normalisation, and daily sum series — run together on company headcount or open_roles data in a single cost-efficient call ($0.01 USDC for all three reports). Prefer it over single-report siblings when you want bundled insight without chaining multiple API calls. Best for datasets up to 200 rows where offline/local computation is sufficient and no live data lookup or prediction is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:44:51.943Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-record-quality-audit-string-5b788a89"}