{"uid":"cap_AhWR6H5wW2GSIYirhyrXR","slug":"metadata-completeness-analyzer-category-frequencies-keyed-dataset-96c2d062","name":"Metadata Completeness Analyzer — Category Frequencies + Keyed Dataset Comparison","description":"Metadata completeness — Category frequencies + Keyed dataset comparison: Category frequencies + 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-05-111?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_8iNp0PIYYsucD1KpwKOmS","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":"Runs two local analytical reports on metadata completeness records: category frequency distribution across site groups and a keyed row-by-row comparison between two supplied datasets, each up to 200 rows.","exampleAgentPrompt":"I have two batches of metadata completeness records — each has up to 50 rows with row_id, site_group, date, present_fields, and expected_fields. Can you run a category frequency report and a keyed dataset comparison between them so I can see how field completeness differs across site groups?","exampleUseCases":[{"title":"Metadata coverage audit across site groups","prompt":"I have 80 metadata completeness records for October with site groups like 'group-a' and 'group-b', each showing present_fields and expected_fields counts. Can you give me the category frequency breakdown by site group and compare them against last month's 80-row dataset row by row?"},{"title":"Tracking field completeness regression between deploys","prompt":"We just shipped a new data pipeline and I want to check if metadata completeness dropped. I have before and after datasets, each about 120 rows with row_id, date, site_group, present_fields, and expected_fields. Please run a keyed comparison and frequency report so I can spot regressions."},{"title":"Site group distribution analysis for QA report","prompt":"For our weekly QA report I need to know how often each site group shows up in our 60-row metadata completeness log for this week, and how those frequencies compare against last week's 60-row log. Can you compute both reports?"}],"resultDescription":"Returns two independent analytical reports: (1) a category frequency report showing how often each site_group value appears across the supplied rows, and (2) a keyed dataset comparison report that matches rows by row_id between the two input datasets and highlights differences in present_fields and expected_fields values. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Exceeding 200 rows in either dataset returns a validation error","Missing required fields (row_id, site_group, date, present_fields, expected_fields) cause row-level rejection","Malformed date strings not matching YYYY-MM-DD pattern are rejected","Null numeric values for present_fields or expected_fields may produce incomplete comparison output","Mismatched row_ids between the two datasets mean those rows are unmatched in the keyed comparison","Payment of 0.01 USDC not included or rejected causes HTTP 402 response"],"whenToPreferThis":"Choose this endpoint when you need both a category frequency breakdown and a keyed row-level comparison on metadata completeness data (present vs expected fields) in a single low-cost call. It is ideal for lightweight, offline-style analytics on up to 200 rows without needing an external database or BI tool. Prefer alternatives if you need more than 200 rows, more than two reports, live data lookups, or statistical tests beyond frequency counts and keyed diffing.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:32:19.972Z","isFirstParty":false,"canonicalSlug":"metadata-completeness-analyzer-category-frequencies-keyed-dataset-96c2d062"}