{"uid":"cap_BImuiKRL50e3_-3uDeyu4","slug":"label-review-analytics-grouped-numeric-summary-trailing-mean-series-ecd2fb14","name":"Label Review Analytics: Grouped Numeric Summary + Trailing Mean Series","description":"Label review — Grouped numeric summary + Trailing mean series: Grouped numeric summary + Trailing mean 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-12-090?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_cckEr_Foxdjjf-gSe2gbU","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 offline analytical reports — a grouped numeric summary and a trailing mean series — for label review data containing reviewed_records and changed_labels fields.","exampleAgentPrompt":"Can you run a grouped numeric summary and trailing mean analysis on my label review data? I have records with dataset groups 'group-a' and 'group-b', dates from 2026-10-01 to 2026-10-04, reviewed_records and changed_labels counts — use reviewed_records as the field and a window of 3.","exampleUseCases":[{"title":"Annotation team performance summary","prompt":"I have 150 rows of label review records from our annotation pipeline, each with a dataset group, date, and counts of reviewed_records and changed_labels. Can you give me a grouped numeric summary and a trailing mean series with window size 5 for reviewed_records so I can see how each team group is performing?"},{"title":"Label quality drift detection","prompt":"We've been tracking changed_labels daily across two dataset groups over the last quarter. Can you compute the grouped numeric summary and a rolling mean with a window of 7 for changed_labels so I can spot if any group's label correction rate is drifting?"},{"title":"Monthly review audit report","prompt":"I need two reports on our label review batch for October: a grouped breakdown of the numeric stats for reviewed_records by dataset_group, and a trailing mean series using a window of 4 — here are up to 200 rows with row_id, date, dataset_group, reviewed_records, and changed_labels."}],"resultDescription":"Two analytical reports: (1) a grouped numeric summary aggregating reviewed_records and changed_labels statistics broken down by dataset_group, and (2) a trailing mean series computing rolling averages over the specified window for the chosen field — all computed locally from the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, dataset_group, date, reviewed_records, changed_labels) on any row causes validation error","Date field does not match YYYY-MM-DD pattern — rejected","Window value outside [2, 200] range causes error","Numeric fields outside [-1000000000000, 1000000000000] bounds are rejected","Empty rows array rejected (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you have label review records with group identifiers and want both a grouped aggregate summary and a rolling mean trend report in a single paid call, without needing external data lookups, predictions, or professional assessments. It is ideal for ML annotation pipelines, data labeling QA workflows, and periodic review audits where up to 200 rows of local data need two complementary statistical views at minimal cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:55.078Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-grouped-numeric-summary-trailing-mean-series-ecd2fb14"}