{"uid":"cap_VrWY1TeW1pXWzRWWL7Zbt","slug":"company-headcount-observations-keyed-dataset-comparison-explicit-56a1bc0b","name":"Company Headcount Observations — Keyed Dataset Comparison + Explicit Missing-Value Fill","description":"Company headcount observations — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill for supplied company headcount observations records (headcount, open_roles). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-12-190?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"headcount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"open_roles":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","headcount":10,"open_roles":1,"company_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","headcount":20,"open_roles":2,"company_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","headcount":15,"open_roles":3,"company_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","headcount":30,"open_roles":4,"company_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["headcount","open_roles"],"type":"string","default":"headcount"},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","headcount","open_roles"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"open_roles":2,"company_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","headcount":17,"open_roles":3,"company_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","headcount":33,"open_roles":4,"company_group":"group-b"}],"maxItems":200,"minItems":0},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_f2x5EmbOjf-UqbP8AGoEs","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":"Compares two sets of company headcount observation records by key and fills missing values (headcount or open_roles) across up to 200 rows, producing two analytical reports.","exampleAgentPrompt":"I have two versions of our company headcount dataset — the original and an updated one — each with up to 50 rows including row_id, company_group, date, headcount, and open_roles. Can you compare them by key and fill in any missing headcount values, then give me two reports showing the differences and filled gaps?","exampleUseCases":[{"title":"Reconciling two HR headcount exports","prompt":"We pulled headcount data from two different HR systems for the same set of companies and dates — can you compare the two datasets row by row and fill in any nulls in the headcount field? Each dataset has about 80 rows with row_id, company_group, date, headcount, and open_roles."},{"title":"Auditing open roles across reporting periods","prompt":"I have two snapshots of open_roles data for our portfolio companies — one from last quarter and one from this quarter — both with about 120 rows. Please compare them by row key and fill any missing open_roles values, and give me two reports showing what changed and what was filled in."},{"title":"Detecting missing headcount before board reporting","prompt":"Before I submit our board report, I need to check our headcount observations dataset against a reference dataset to find any discrepancies and fill missing headcount values. Both datasets have around 60 rows with the standard company_group, date, row_id, headcount, and open_roles fields — can you run the comparison and fill report?"}],"resultDescription":"Returns two analytical reports: a keyed dataset comparison report showing differences between the two supplied datasets on the selected field (headcount or open_roles), and an explicit missing-value fill report showing which rows had null values and what they were filled with. No external data is fetched; all analysis is performed on the supplied rows only.","failureModes":["More than 200 rows submitted — request rejected","Missing required fields (row_id, company_group, date, headcount, open_roles) on any row — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Field selector not one of 'headcount' or 'open_roles' — enum validation error","Empty rows array — minimum items constraint violation","Mismatched row_ids between primary and secondary datasets — comparison may produce incomplete results"],"whenToPreferThis":"Choose this endpoint when you have two structured company headcount or open_roles datasets that need to be compared row-by-row by key and have missing values filled in a single call. It is best for offline/batch analytical reconciliation of up to 200 rows of HR or workforce data without requiring live lookups, predictions, or external data enrichment. Prefer this over general-purpose data tools when you need both a keyed comparison and an explicit null-fill report delivered together at low cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:04.528Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-keyed-dataset-comparison-explicit-56a1bc0b"}