{"uid":"cap_MzXgCIyZm9LVvRN6A1kK8","slug":"label-review-analytics-duplicate-key-report-base-100-series-71f2fbf5","name":"Label Review Analytics: Duplicate Key Report + Base-100 Series","description":"Label review — Duplicate key report + Base-100 series: Duplicate key report + Base-100 series 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-12-063?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},"field":{"enum":["reviewed_records","changed_labels"],"type":"string","default":"reviewed_records"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":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_0bVGBb-AKfWiHXnknc9oX","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":"Generates a duplicate key report and a base-100 index series from supplied label review records (reviewed_records and changed_labels) — up to 200 rows, no external lookups.","exampleAgentPrompt":"Check my label review data for duplicate keys and generate a base-100 index series on reviewed_records starting from row index 0 — here are my rows: row-1 on 2026-10-01 in group-a with 10 reviewed_records and 1 changed_labels, row-2 on 2026-10-02 in group-b with 20 reviewed_records and 2 changed_labels.","exampleUseCases":[{"title":"Duplicate key audit for annotation batch","prompt":"I have 50 label review rows from our annotation pipeline across two dataset groups — can you check them for any duplicate row keys and tell me which row_ids or date+group combinations appear more than once?"},{"title":"Base-100 indexing of reviewed records over time","prompt":"Take my label review records for October 2026 across group-a and group-b and build a base-100 index series on reviewed_records, anchoring to the very first row (index 0), so I can see relative growth."},{"title":"Changed-labels trend indexed to baseline","prompt":"I want to see how our changed_labels metric has evolved relative to a baseline — can you index the changed_labels field to 100 starting from row index 2, using these label review records from our ML dataset audit?"}],"resultDescription":"Returns two independent reports: (1) a duplicate key report identifying repeated row_id or composite key occurrences within the supplied rows, and (2) a base-100 index series for the specified field (reviewed_records or changed_labels) anchored at the chosen base_index row — all computed locally with no external data fetching.","failureModes":["Fewer than 1 row supplied returns a validation error","More than 200 rows submitted exceeds the maxItems limit and will be rejected","base_index value exceeding the number of supplied rows causes an out-of-bounds error","Missing required fields (row_id, date, reviewed_records, changed_labels) on any row triggers schema validation failure","Invalid date format (not YYYY-MM-DD) causes a pattern validation error","Null values for reviewed_records or changed_labels may affect base-100 computation at the anchor row"],"whenToPreferThis":"Choose this endpoint when you have up to 200 label review records and need both duplicate key detection and a base-100 index series in a single $0.01 call — ideal for ML annotation pipelines, data quality audits, or time-series normalization of review throughput metrics where no live data lookup or external prediction is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:46.213Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-duplicate-key-report-base-100-series-71f2fbf5"}