{"uid":"cap_x3ykARqJvamYhuYIJmMqC","slug":"company-record-completeness-grouped-numeric-summary-adjacent-row-fa2bd6e8","name":"Company Record Completeness — Grouped Numeric Summary + Adjacent Row Changes","description":"Company record completeness — Grouped numeric summary + Adjacent row changes: Grouped numeric summary + Adjacent row changes 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-01-091?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"}}},"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_48gfr3UnRtd1Mtm3QeMBw","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":"Generates two analytical reports on company record completeness data: a grouped numeric summary by company group and an adjacent row change analysis, for up to 200 rows of populated_fields/required_fields data.","exampleAgentPrompt":"Analyze these company record completeness rows for me — group them by company_group and summarize the populated_fields values, and also show me how populated_fields changes between adjacent rows: [row-1, group-a, 2026-10-01, populated_fields=10, required_fields=1], [row-2, group-b, 2026-10-02, populated_fields=20, required_fields=2], [row-3, group-a, 2026-10-03, populated_fields=15, required_fields=3].","exampleUseCases":[{"title":"Monthly completeness audit by business unit","prompt":"I have 50 rows of company record completeness data grouped by business unit, and I want a numeric summary per group and a report showing how populated_fields shifts from one row to the next — can you run both analyses on the populated_fields column?"},{"title":"Detecting data entry drops between records","prompt":"Run an adjacent row change report on these company completeness records so I can see where required_fields drops or spikes between consecutive entries — here are my 30 rows grouped by company_group with dates."},{"title":"Quarterly data quality summary for leadership","prompt":"Can you group these 120 company completeness records by company_group and give me a numeric summary of required_fields per group, plus flag which adjacent rows show the biggest changes, so I can prep a data quality report for leadership?"}],"resultDescription":"Returns two analytical reports: (1) a grouped numeric summary of the selected field (populated_fields or required_fields) aggregated by company_group, including statistics such as count, sum, mean, min, and max per group; and (2) an adjacent row change report showing the difference in the selected field between each consecutive row, enabling trend and anomaly detection across the supplied dataset.","failureModes":["Input array is empty or missing — returns validation error","Row objects missing required fields (row_id, company_group, date, populated_fields, required_fields) — returns schema validation error","More than 200 rows supplied — request rejected with max items exceeded error","Date field does not match YYYY-MM-DD pattern — validation error","Both populated_fields and required_fields are null for all rows — summary may return empty or zero statistics","Payment not completed — x402 payment required error before processing"],"whenToPreferThis":"Choose this endpoint when you need two specific analytical views — grouped aggregation by company group and row-to-row delta analysis — on a batch of up to 200 company record completeness rows, all in a single low-cost call ($0.01 USDC). It is ideal for offline/batch data quality auditing where no live data lookup or external enrichment is required. Prefer sibling endpoints if you need a different analytical pairing (e.g., trailing mean series, base-100 indexing, or daily sums).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:43.753Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-grouped-numeric-summary-adjacent-row-fa2bd6e8"}