{"uid":"cap_dCJk-J0b8S5havlm4tflU","slug":"company-record-completeness-grouped-numeric-summary-keyed-dataset-17eaa51a","name":"Company Record Completeness — Grouped Numeric Summary & Keyed Dataset Comparison","description":"Company record completeness — Grouped numeric summary + Keyed dataset comparison: Grouped numeric summary + Keyed dataset comparison for supplied company record completeness records (populated_fields, required_fields). 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-01-098?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","populated_fields","required_fields"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"required_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_fields":1,"populated_fields":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_fields":2,"populated_fields":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":30}],"maxItems":200,"minItems":1},"field":{"enum":["populated_fields","required_fields"],"type":"string","default":"populated_fields"},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","populated_fields","required_fields"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"required_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_fields":1,"populated_fields":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_fields":2,"populated_fields":21},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":17},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":33}],"maxItems":200,"minItems":0}}},"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_WuL3D7rA2J2kk0OYzNR_N","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 two local analytical reports on company record completeness data: a grouped numeric summary by company group, and a keyed comparison between two supplied datasets, covering populated_fields and required_fields metrics.","exampleAgentPrompt":"Summarize and compare my company record completeness data — I have two datasets (baseline and current) with rows including company_group, date, populated_fields, and required_fields. Group the numeric summary by company_group for populated_fields, and run a keyed comparison between the two datasets.","exampleUseCases":[{"title":"Monthly completeness audit by team","prompt":"I have this month's and last month's company record data, each with row_id, company_group, date, populated_fields, and required_fields. Can you give me a grouped summary of populated_fields by company group and a side-by-side comparison of the two months?"},{"title":"CRM data quality review before migration","prompt":"Before we migrate our CRM, I want to see a numeric summary of required_fields grouped by company_group across up to 200 rows, and a keyed comparison between our old export and new export to spot any gaps in populated_fields."},{"title":"Completeness regression check after data pipeline change","prompt":"We just updated our data pipeline. Can you run a grouped numeric summary on required_fields by company_group and compare the pre-pipeline and post-pipeline datasets row by row to see what changed in populated_fields completeness?"}],"resultDescription":"Returns two independent analytical reports: (1) a grouped numeric summary of the selected field (populated_fields or required_fields) aggregated by company_group, and (2) a keyed dataset comparison between the primary rows and a second supplied dataset, highlighting differences in completeness metrics. All computation is done locally with no external lookups.","failureModes":["Missing required row fields (row_id, company_group, date, populated_fields, required_fields) causes validation failure","Exceeding 200 rows triggers a payload size error","Invalid date format (not YYYY-MM-DD) causes schema rejection","Null numeric values may affect aggregation output — partial results may be returned","Mismatched row_ids between the two datasets may produce incomplete comparison results"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of company record completeness data and need both a grouped aggregate summary and a direct keyed comparison between two datasets in a single call. It is ideal for data quality audits, before/after pipeline comparisons, and CRM completeness reviews where no live external lookup or prediction is needed and the analysis must run on your supplied data only.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:04.842Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-grouped-numeric-summary-keyed-dataset-17eaa51a"}