{"uid":"cap_3FVwKzGzKEuMNg5__W70C","slug":"label-review-analytics-daily-sum-series-keyed-dataset-comparison-15e59f1f","name":"Label Review Analytics: Daily Sum Series + Keyed Dataset Comparison","description":"Label review — Daily sum series + Keyed dataset comparison: Daily sum series + 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-12-144?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"changed_labels":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"reviewed_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","changed_labels":1,"reviewed_records":10},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","changed_labels":2,"reviewed_records":20},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","changed_labels":3,"reviewed_records":15},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","changed_labels":4,"reviewed_records":30}],"maxItems":200,"minItems":1},"field":{"enum":["reviewed_records","changed_labels"],"type":"string","default":"reviewed_records"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","reviewed_records","changed_labels"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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_IUBDS3tvfKBJzu4vEdxUo","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 two analytical reports from label review data: a daily sum time series and a keyed dataset comparison across reviewed_records and changed_labels fields, for up to 200 rows.","exampleAgentPrompt":"Run a daily sum series and keyed dataset comparison on my label review data — I have two datasets with fields reviewed_records and changed_labels, each with date and dataset_group, up to 100 rows each. Use reviewed_records as the primary field and compare the two datasets to see where they differ.","exampleUseCases":[{"title":"Label annotation QA trend analysis","prompt":"I have a week of label review logs with reviewed_records and changed_labels per day across two dataset groups — run the daily sum series on reviewed_records so I can see how annotation volume trended each day."},{"title":"Before-and-after label revision comparison","prompt":"I exported two snapshots of our label review dataset before and after a correction pass — can you run the keyed dataset comparison on changed_labels to see which rows diverge between the two versions?"},{"title":"Multi-group annotation activity summary","prompt":"I've got label review records for groups group-a and group-b over the past month. Run both the daily sum series and keyed comparison on reviewed_records so I can see daily totals and any discrepancies across the groups."}],"resultDescription":"Two analytical reports returned together: (1) a daily sum series showing aggregated values of the selected field (reviewed_records or changed_labels) by date, and (2) a keyed dataset comparison identifying differences between the primary and secondary supplied datasets row by row. Results are computed locally from supplied data with no external lookups.","failureModes":["Missing required fields (row_id, dataset_group, date, reviewed_records, changed_labels) returns validation error","Date strings not matching YYYY-MM-DD pattern are rejected","Submitting more than 200 rows exceeds the row limit and is rejected","Null numeric values in both datasets may produce incomplete comparison results","Empty rows array (minItems: 1 violated) returns error","Payment of 0.01 USDC not included triggers x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you have label review or annotation data with date-keyed rows and need both a time-aggregated daily sum view and a row-level comparison between two dataset versions in a single call. Ideal for ML/data teams auditing annotation pipelines, tracking label change rates over time, or validating consistency between two review snapshots — all without sending data to an external model or prediction service.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:15.175Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-daily-sum-series-keyed-dataset-comparison-15e59f1f"}