{"uid":"cap_xACyEuNGZX_3_cvTq5g1k","slug":"label-review-analytics-numeric-row-ordering-adjacent-row-changes-cd135a2d","name":"Label Review Analytics: Numeric Row Ordering + Adjacent Row Changes","description":"Label review — Numeric row ordering + Adjacent row changes: Numeric row ordering + Adjacent row changes 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-12-116?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"}}},"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_zFrcABXWxB9CyElL1S__c","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":"Analyzes label review records to produce two reports: numeric row ordering and adjacent row changes for reviewed_records or changed_labels fields, across up to 200 rows.","exampleAgentPrompt":"Can you run the numeric row ordering and adjacent row changes analysis on my label review data? I have rows for group-a and group-b from 2026-10-01 to 2026-10-04 with reviewed_records counts of 10, 20, 15, and 30 — analyze the reviewed_records field.","exampleUseCases":[{"title":"Annotation sprint daily delta tracking","prompt":"I have 4 days of label review data for two dataset groups with reviewed_records of 50, 80, 60, and 120 respectively — can you show me the numeric ordering of those rows and how much the reviewed_records count changed between each consecutive day?"},{"title":"Changed labels trend across groups","prompt":"Here are my label review records for October: rows row-1 through row-5 across group-alpha and group-beta with changed_labels values of 3, 7, 2, 9, and 5 — give me the numeric ordering and adjacent row changes report for the changed_labels field."},{"title":"Spotting anomalous review volume jumps","prompt":"I want to see the row order ranking and consecutive row deltas for my reviewed_records data — I have 10 review sessions logged across two groups and I'm trying to spot where the volume jumped unexpectedly."}],"resultDescription":"Two analytical reports derived from the supplied rows: (1) a numeric ordering report ranking rows by the selected metric (reviewed_records or changed_labels), and (2) an adjacent row changes report showing the value delta between each consecutive row pair. No external data is fetched; all analysis is performed on the supplied input rows.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, reviewed_records, changed_labels) on any row — validation error","Invalid date format (must match YYYY-MM-DD) — schema validation failure","Null values in the selected field may affect ordering and delta calculations","Field enum value not in ['reviewed_records','changed_labels'] — rejected"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local analytical reports on label review row data — specifically numeric ordering and adjacent-row delta calculations — without any live data lookup, prediction, or external API calls. Best suited for annotation pipeline monitoring, QA review of labeling sessions, or any scenario where you supply up to 200 structured label review records and need both a ranked order view and a consecutive-row change report for $0.01 USDC.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:05.286Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-numeric-row-ordering-adjacent-row-changes-cd135a2d"}