{"uid":"cap_cuvosEFTOMZHARNTH4Ey3","slug":"label-review-analytics-numeric-interval-filter-keyed-dataset-comparison-0ded16a2","name":"Label Review Analytics: Numeric Interval Filter + Keyed Dataset Comparison","description":"Label review — Numeric interval filter + Keyed dataset comparison: Numeric interval filter + 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-12-134?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},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_Cy2FXDYl1o-ZavOXAl-eJ","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 numeric interval filter on reviewed_records or changed_labels, and a keyed comparison between two supplied datasets, for up to 200 rows.","exampleAgentPrompt":"I have two label review datasets — rows and another comparison set — each with reviewed_records and changed_labels columns and up to 80 rows per group. Can you run a numeric interval filter on reviewed_records plus a keyed comparison between the two datasets to spot where the numbers diverge?","exampleUseCases":[{"title":"Annotation batch quality audit","prompt":"I have this week's label review batch with reviewed_records and changed_labels across group-a and group-b. Can you filter the rows where reviewed_records falls in a specific numeric range and also compare it against last week's dataset to see which rows changed?"},{"title":"Detecting labeling discrepancies between teams","prompt":"We have two annotation teams working on the same dataset — here are both their label review records with row IDs, dates, and changed_labels counts. Run a keyed dataset comparison on changed_labels to show me where their numbers differ, and also filter reviewed_records by interval to flag any outliers."},{"title":"Tracking label change rates over time","prompt":"I want to compare this month's label review data against last month's snapshot — same row IDs and dataset groups. Filter on reviewed_records values between 10 and 100, and run a keyed comparison on changed_labels so I can see which rows shifted the most."}],"resultDescription":"Returns two independent analytical reports: (1) a numeric interval filter report identifying rows where the selected field (reviewed_records or changed_labels) falls within specified bounds, and (2) a keyed dataset comparison report highlighting differences between the two supplied datasets matched by row_id, across up to 200 rows total.","failureModes":["More than 200 rows submitted — request exceeds maxItems limit and will be rejected","Missing required fields (row_id, dataset_group, date, reviewed_records, changed_labels) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers pattern validation failure","Numeric values outside the allowed range (±1,000,000,000,000) are rejected","Empty rows array (minItems: 1 not met) returns a validation error","Mismatched row_ids between primary and comparison datasets may produce incomplete comparison results"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously (1) filter label review records by a numeric range on reviewed_records or changed_labels AND (2) compare two keyed datasets of label review records to detect row-level differences. It is purpose-built for ML annotation and data labeling workflows where you have timestamped, group-tagged records and want both interval-based filtering and dataset diffing in a single low-cost call. Prefer this over general analytics tools when your data fits the label review schema (row_id, dataset_group, date, reviewed_records, changed_labels) and you want both reports for $0.01 with no external data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:12.020Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-numeric-interval-filter-keyed-dataset-comparison-0ded16a2"}