{"uid":"cap_UzXCnI-6ffX_GXG4BilFu","slug":"metadata-completeness-adjacent-row-changes-keyed-dataset-comparison-f5fc0008","name":"Metadata Completeness — Adjacent Row Changes + Keyed Dataset Comparison","description":"Metadata completeness — Adjacent row changes + Keyed dataset comparison: Adjacent row changes + Keyed dataset comparison for supplied metadata completeness records (present_fields, expected_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-web-05-161?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","site_group","date","present_fields","expected_fields"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"site_group":{"type":"string","default":"","maxLength":80},"present_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"expected_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","site_group":"group-a","present_fields":10,"expected_fields":1},{"date":"2026-10-02","row_id":"row-2","site_group":"group-b","present_fields":20,"expected_fields":2},{"date":"2026-10-03","row_id":"row-3","site_group":"group-a","present_fields":15,"expected_fields":3},{"date":"2026-10-04","row_id":"row-4","site_group":"group-b","present_fields":30,"expected_fields":4}],"maxItems":200,"minItems":1},"field":{"enum":["present_fields","expected_fields"],"type":"string","default":"present_fields"},"other":{"type":"array","items":{"type":"object","required":["row_id","site_group","date","present_fields","expected_fields"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"site_group":{"type":"string","default":"","maxLength":80},"present_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"expected_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","site_group":"group-a","present_fields":10,"expected_fields":1},{"date":"2026-10-02","row_id":"row-2","site_group":"group-b","present_fields":21,"expected_fields":2},{"date":"2026-10-03","row_id":"row-3","site_group":"group-a","present_fields":17,"expected_fields":3},{"date":"2026-10-04","row_id":"row-4","site_group":"group-b","present_fields":33,"expected_fields":4}],"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_42wurz5r3xF48lX6nCQlM","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":"Analyzes metadata completeness records by computing adjacent row changes and performing a keyed dataset comparison between two supplied datasets, returning two independent analytical reports.","exampleAgentPrompt":"I have two snapshots of metadata completeness records — each row has a row_id, site_group, date, present_fields count, and expected_fields count, up to 200 rows total. Can you run both an adjacent row change analysis and a keyed dataset comparison on them, focusing on the present_fields metric, and give me the two reports?","exampleUseCases":[{"title":"Daily metadata completeness drift detection","prompt":"I've got a time series of metadata completeness rows for our data pipeline — each row has a date, site_group, present_fields, and expected_fields. Can you run the adjacent row changes report on present_fields so I can see where completeness dropped or jumped day over day?"},{"title":"Before-and-after dataset comparison after ingestion fix","prompt":"We applied a metadata fix to our ingestion pipeline and I have two datasets — one before and one after, each keyed by row_id, site_group, and date. Can you compare them and tell me where expected_fields or present_fields changed between the two snapshots?"},{"title":"Cross-site-group completeness audit","prompt":"I want to audit metadata completeness across our site groups. I've got up to 150 rows with row_id, site_group, date, present_fields, and expected_fields. Please run both the adjacent row change analysis and the keyed comparison against a baseline dataset I'll provide, focusing on expected_fields."}],"resultDescription":"Returns two independent analytical reports: (1) an adjacent row changes report showing delta values between consecutive rows for the selected field (present_fields or expected_fields), and (2) a keyed dataset comparison report highlighting differences between the primary and secondary supplied datasets matched by row key. All analysis is performed on the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, site_group, date, present_fields, expected_fields) in any row — validation error","Invalid date format (must match YYYY-MM-DD) — schema validation failure","Mismatched keys between primary and secondary datasets may result in unmatched rows in comparison report","Null values in present_fields or expected_fields may affect delta computations"],"whenToPreferThis":"Choose this endpoint when you need simultaneous adjacent row change detection AND keyed dataset comparison on metadata completeness data (present_fields vs expected_fields) in a single $0.01 call. Ideal when you have two dataset snapshots to diff by key and also want row-to-row trend analysis, all computed locally on your supplied data without any external API calls or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:33:13.945Z","isFirstParty":false,"canonicalSlug":"metadata-completeness-adjacent-row-changes-keyed-dataset-comparison-f5fc0008"}