{"uid":"cap_S1Hu6bM3BOFOoY0I7wiyt","slug":"label-review-analytics-duplicate-key-report-keyed-dataset-comparison-6b16fa4b","name":"Label Review Analytics: Duplicate Key Report + Keyed Dataset Comparison","description":"Label review — Duplicate key report + Keyed dataset comparison: Duplicate key report + Keyed dataset comparison for supplied label review records (reviewed_records, changed_labels). 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-analytics-12-069?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","reviewed_records","changed_labels"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"changed_labels":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"reviewed_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","changed_labels":1,"reviewed_records":10},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","changed_labels":2,"reviewed_records":20},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","changed_labels":3,"reviewed_records":15},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","changed_labels":4,"reviewed_records":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","reviewed_records","changed_labels"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"changed_labels":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"reviewed_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","changed_labels":1,"reviewed_records":10},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","changed_labels":2,"reviewed_records":21},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","changed_labels":3,"reviewed_records":17},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","changed_labels":4,"reviewed_records":33}],"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_CSvA_qe5R5UaotDlcUOZX","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 analytical reports on label review data: a duplicate key detection report and a keyed comparison between two datasets, for up to 200 rows each.","exampleAgentPrompt":"Can you check my label review data for duplicate row keys and also compare it against last week's snapshot? I have two datasets — the primary one has rows like row-1 through row-50 across group-a and group-b with reviewed_records and changed_labels counts, and the second dataset is the earlier version I want to diff it against.","exampleUseCases":[{"title":"Auditing annotation batch for duplicate keys","prompt":"I have a batch of 150 label review records from this week with row IDs, dataset groups, dates, reviewed_records counts, and changed_labels — can you run a duplicate key report to find any repeated row_ids before I merge them into production?"},{"title":"Comparing two annotation dataset snapshots","prompt":"I've got two versions of our labeling dataset — the one we submitted last Monday and the updated one from today, both with the same schema (row_id, dataset_group, date, reviewed_records, changed_labels). Can you compare them side by side to show me which rows changed between the two?"},{"title":"Validating label review exports before pipeline ingestion","prompt":"Before I feed these two label review CSVs into our training pipeline, can you check the primary dataset for any duplicate row keys and also diff it against our reference dataset to catch any unexpected changes in reviewed_records or changed_labels?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any row_ids that appear more than once in the primary dataset, and (2) a keyed dataset comparison highlighting rows that differ, are missing, or are added between the primary and comparison datasets, based on row_id as the key.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Rows missing required fields (row_id, dataset_group, date, reviewed_records, changed_labels) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (±1,000,000,000,000) — validation error","Empty rows array — minItems constraint violated","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need to audit label review or annotation datasets for duplicate row keys and/or diff two versions of a keyed dataset without requiring external lookups or ML predictions. It is specifically designed for the reviewed_records and changed_labels schema common in data labeling workflows, handling up to 200 rows per call with two reports bundled at a flat $0.01 USDC cost. Prefer this over generic data-diff tools when your data fits the label review domain schema.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:53.583Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-duplicate-key-report-keyed-dataset-comparison-6b16fa4b"}