{"uid":"cap_oU3ydTV7Lvl-Pv48AIftI","slug":"data-collection-completeness-grouped-numeric-summary-numeric-row-2a2b7b46","name":"Data Collection Completeness — Grouped Numeric Summary + Numeric Row Ordering","description":"Data collection completeness — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + Numeric row ordering for supplied data collection completeness records (observed_values, expected_values). 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-education-22-087?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","observed_values","expected_values"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"course_group":{"type":"string","default":"","maxLength":80},"expected_values":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"observed_values":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","expected_values":1,"observed_values":10},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","expected_values":2,"observed_values":20},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","expected_values":3,"observed_values":15},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","expected_values":4,"observed_values":30}],"maxItems":200,"minItems":1},"field":{"enum":["observed_values","expected_values"],"type":"string","default":"observed_values"}}},"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_aW1mFhrd9sectdVrKFrSi","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":"Produces two local analytical reports — a grouped numeric summary and a numeric row ordering — for supplied data collection completeness records with observed and expected values, covering up to 200 rows.","exampleAgentPrompt":"I have completeness records for two course groups across four dates — group-a with observed/expected pairs (10/1, 15/3) and group-b with pairs (20/2, 30/4) on 2026-10-01 through 2026-10-04 — can you give me a grouped numeric summary and a row ordering ranked by observed_values?","exampleUseCases":[{"title":"Course group completeness audit","prompt":"I have weekly completeness data for three course groups — Biology, Chemistry, and Physics — with observed and expected submission counts for each day in October 2026. Can you group these records and give me a numeric summary per group, plus rank all rows by observed_values so I can see which days had the lowest completeness?"},{"title":"Education data quality check","prompt":"Here are 50 rows of data collection completeness records for our online learning platform, each with a course_group, date, observed_values, and expected_values. I want a grouped numeric summary broken down by course_group and a full row ordering by expected_values so I can spot where data is consistently under-collected."},{"title":"Completeness gap ranking for reporting","prompt":"We track observed vs expected data points for each course group daily. I've got 120 rows covering two groups from September 2026. Can you run both the grouped numeric summary and numeric row ordering on these records using the expected_values field, so I can build a completeness gap report?"}],"resultDescription":"Returns two independent analytical reports: (1) a grouped numeric summary aggregating observed_values or expected_values statistics by course_group, and (2) a numeric row ordering ranking all supplied rows by the selected field. Both reports are computed locally with no external lookups, covering up to 200 input rows.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, course_group, date, observed_values, expected_values) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Numeric values outside ±1,000,000,000,000 range are rejected","Empty rows array returns an error","Payment of 0.01 USDC not included or declined blocks execution"],"whenToPreferThis":"Choose this endpoint when you need both a grouped numeric summary and a numeric row ordering for education or data-collection completeness datasets in a single low-cost call. It is ideal for batch analysis of up to 200 rows where no live data lookup, prediction, or external action is needed — just local statistical computation on supplied observed/expected value pairs grouped by course category.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:34:04.359Z","isFirstParty":false,"canonicalSlug":"data-collection-completeness-grouped-numeric-summary-numeric-row-2a2b7b46"}