{"uid":"cap_jRDviBtgHNUjQ5_GhNGzk","slug":"metadata-completeness-exact-row-deduplication-keyed-dataset-comparison-18c3a8a7","name":"Metadata Completeness — Exact Row Deduplication + Keyed Dataset Comparison","description":"Metadata completeness — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + 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-05-053?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"site_group":{"type":"string","default":"","maxLength":80},"present_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"expected_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","site_group":"group-a","present_fields":10,"expected_fields":1},{"date":"2026-10-02","row_id":"row-2","site_group":"group-b","present_fields":20,"expected_fields":2},{"date":"2026-10-03","row_id":"row-3","site_group":"group-a","present_fields":15,"expected_fields":3},{"date":"2026-10-04","row_id":"row-4","site_group":"group-b","present_fields":30,"expected_fields":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","site_group","date","present_fields","expected_fields"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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_Sgg7SKVF5oDM1rgrCAXnZ","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":"Deduplicates rows and compares two keyed metadata completeness datasets (present_fields vs expected_fields) for up to 200 rows, returning 2 analytical reports.","exampleAgentPrompt":"Can you deduplicate my metadata completeness records and compare them against a second dataset? I have two sets of up to 200 rows, each with row_id, site_group, date, present_fields, and expected_fields — I want both the deduplication report and the keyed comparison report showing where the field counts differ.","exampleUseCases":[{"title":"Pipeline Change Impact Audit","prompt":"I ran my metadata pipeline before and after a schema update and now have two sets of completeness records — each row has a row_id, site_group, date, present_fields count, and expected_fields count. Can you deduplicate each set and compare them side by side to show me which rows changed?"},{"title":"Site Group Field Coverage Comparison","prompt":"I have two exports of metadata completeness for my site groups — one from last week and one from this week, both up to 200 rows with present_fields and expected_fields per row. Please run exact deduplication on both and give me a keyed comparison report showing any differences between the two."},{"title":"Duplicate Detection in Metadata Inventory","prompt":"My metadata inventory seems to have duplicate entries — I have two batches of completeness records with row_id, site_group, date, present_fields, and expected_fields. Can you find all exact duplicate rows and also compare the two batches to flag any mismatches in field coverage?"}],"resultDescription":"Two analytical reports: (1) an exact row deduplication report identifying and removing duplicate records from the input rows, and (2) a keyed dataset comparison report matching rows across the two supplied datasets by key fields and highlighting differences in present_fields and expected_fields values. No external lookups or predictions are made; analysis is performed locally on the supplied data.","failureModes":["Input exceeds 200 rows — request rejected with validation error","Missing required fields (row_id, site_group, date, present_fields, expected_fields) — row rejected or error returned","Invalid date format (not YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (-1e12 to 1e12) — validation error","Empty rows array (minItems: 1 not met) — request rejected","Payment not included or insufficient — 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you need both exact duplicate row detection and a side-by-side keyed comparison of two metadata completeness datasets (present_fields vs expected_fields) in a single $0.01 call. It is ideal for data quality workflows where you have two versions of a metadata inventory and want to reconcile them without setting up a local analytics environment. Prefer it over generic deduplication tools when your data is structured around site_group, date, and field-count metrics specifically.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T13:06:26.866Z","isFirstParty":false,"canonicalSlug":"metadata-completeness-exact-row-deduplication-keyed-dataset-comparison-18c3a8a7"}