{"uid":"cap_QmCWtvtX4nITSFdqpGn74","slug":"creative-review-analytics-exact-row-deduplication-secondary-measure-c6b9b4e7","name":"Creative Review Analytics — Exact Row Deduplication + Secondary-Measure Weighted Mean","description":"Creative review — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied creative review records (feedback_count, approved_items). 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-creative-25-051?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","feedback_count","approved_items"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"asset_group":{"type":"string","default":"","maxLength":80},"approved_items":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"feedback_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","approved_items":1,"feedback_count":10},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","approved_items":2,"feedback_count":20},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","approved_items":3,"feedback_count":15},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","approved_items":4,"feedback_count":30}],"maxItems":200,"minItems":1},"field":{"enum":["feedback_count","approved_items"],"type":"string","default":"feedback_count"}}},"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_gehmN9ZE7uPVobnSatADT","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 creative review records and computes a secondary-measure weighted mean for feedback_count or approved_items across up to 200 rows, returning 2 analytical reports.","exampleAgentPrompt":"I have a set of creative review records with feedback_count and approved_items for several asset groups — can you deduplicate the rows exactly and then compute a weighted mean using feedback_count as the secondary measure? Here are the rows: row-1 group-a 2026-10-01 feedback_count=10 approved_items=1, row-2 group-b 2026-10-02 feedback_count=20 approved_items=2, row-3 group-a 2026-10-03 feedback_count=15 approved_items=3.","exampleUseCases":[{"title":"Clean duplicate creative feedback logs","prompt":"I've got up to 150 creative review rows with feedback_count and approved_items across multiple asset groups, and I suspect there are exact duplicates — can you deduplicate them and give me a weighted mean of feedback_count as the secondary measure?"},{"title":"Approved items weighted summary by asset group","prompt":"Can you process these creative review records — deduplicate any exact repeated rows — and then compute the weighted mean using approved_items as the field? I have about 80 rows across four asset groups dated from October 2026."},{"title":"Pre-campaign creative data quality check","prompt":"Before we finalize our campaign review, can you run exact row deduplication and a weighted mean calculation on our creative feedback dataset (around 200 rows, field: feedback_count) so we get two clean analytical reports?"}],"resultDescription":"Returns 2 analytical reports: (1) a deduplicated version of the input creative review rows with exact duplicate rows removed, and (2) a secondary-measure weighted mean computed over the cleaned dataset for the selected field (feedback_count or approved_items), aggregated across up to 200 input rows.","failureModes":["Input exceeds 200 rows — request rejected with validation error","Missing required fields (row_id, asset_group, date, feedback_count, approved_items) cause schema validation failure","Invalid date format (not YYYY-MM-DD) causes pattern validation error","All rows are duplicates — deduplication may return a single or very small row set","Null values in the selected measure field may affect weighted mean calculation"],"whenToPreferThis":"Choose this endpoint when you have creative review tabular data (with feedback_count and approved_items) and need both exact row deduplication and a weighted mean computation in a single call, at low cost ($0.01 USDC for 2 reports, up to 200 rows). Prefer this over general-purpose analytics when your data is already structured and you need a fast, offline (no external lookup) analytical result for creative asset performance metrics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:31:32.847Z","isFirstParty":false,"canonicalSlug":"creative-review-analytics-exact-row-deduplication-secondary-measure-c6b9b4e7"}