{"uid":"cap_2TInBgEp3QXi7dPA-UbWt","slug":"metadata-completeness-exact-row-deduplication-missing-value-fill-6dc77277","name":"Metadata Completeness — Exact Row Deduplication + Missing-Value Fill","description":"Metadata completeness — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill 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-05-054?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_r_7fXJC5iwd9F0CxylFSv","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 exact rows and fills missing values in metadata completeness records (present_fields, expected_fields) for up to 200 rows, producing 2 analytical reports.","exampleAgentPrompt":"I have up to 50 metadata completeness records with row_id, site_group, date, present_fields, and expected_fields — can you deduplicate exact rows and fill any missing present_fields values using the median, then give me two analytical reports?","exampleUseCases":[{"title":"Clean metadata pipeline for data quality audit","prompt":"I have 120 metadata completeness records tagged by site_group and date — please deduplicate any exact duplicate rows and fill missing present_fields values using the mean, then give me the two summary reports."},{"title":"Impute nulls in expected_fields for reporting","prompt":"My metadata tracking table has some null expected_fields entries across about 80 rows — can you fill those in using the median method and also remove any exact duplicate rows? I need the two output reports."},{"title":"Prepare completeness dataset before dashboard load","prompt":"Before I load this into our dashboard, can you clean up these 200 metadata completeness rows by stripping out exact duplicates and filling any missing present_fields with zero? Return the two analytical reports when done."}],"resultDescription":"Two analytical reports covering: (1) exact row deduplication results showing removed duplicates and clean row set, and (2) explicit missing-value fill results for the chosen field (present_fields or expected_fields) using the selected method (zero, mean, or median), applied across up to 200 input rows.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, present_fields, expected_fields) cause schema rejection","Invalid date format (non-YYYY-MM-DD) fails pattern validation","Numeric values outside ±1,000,000,000,000 are rejected","No external lookup available so context-dependent fills may be imprecise"],"whenToPreferThis":"Choose this endpoint when you have tabular metadata completeness records (with present_fields and expected_fields counts) that need exact duplicate removal and null imputation in a single pass, producing two ready-to-use reports — especially when you do not need live lookups, predictive models, or external data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:50:49.020Z","isFirstParty":false,"canonicalSlug":"metadata-completeness-exact-row-deduplication-missing-value-fill-6dc77277"}