{"uid":"cap_01Adin_nZztVeLQitWd-O","slug":"label-review-analytics-trailing-mean-series-equal-width-histogram-1bca458c","name":"Label Review Analytics — Trailing Mean Series & Equal-Width Histogram","description":"Label review — Trailing mean series + Equal-width histogram: Trailing mean series + Equal-width histogram 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-12-148?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_4J1mM8DfTloofDmNH_s4J","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":"Computes a trailing mean time series and an equal-width histogram for label review data (reviewed_records or changed_labels) across up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you run a trailing mean series and equal-width histogram on my label review data? I have 80 rows with reviewed_records and changed_labels fields, grouped by dataset — analyze the reviewed_records field with a window of 5 and 10 histogram bins.","exampleUseCases":[{"title":"ML annotation quality trend analysis","prompt":"I have 150 rows of daily annotation review records across 3 dataset groups — each row has a date, reviewed_records count, and changed_labels count. Can you compute a trailing mean with a window of 7 and a 10-bin histogram on the changed_labels field so I can see how correction rates are trending?"},{"title":"Label correction distribution audit","prompt":"Run a histogram with 8 equal-width bins and a trailing mean with window size 3 on my label review data — I'm looking at reviewed_records across about 60 rows to understand whether review volume is clustering in certain ranges."},{"title":"Dataset group review activity summary","prompt":"I need to summarize label review activity for our two dataset groups — group-alpha and group-beta — over the last 90 days. Can you compute a 14-day trailing mean and a 5-bin histogram on reviewed_records for all 90 rows?"}],"resultDescription":"Returns two independent analytical reports: (1) a trailing mean series showing the rolling average of the selected field (reviewed_records or changed_labels) over the specified window, indexed by date/row; and (2) an equal-width histogram showing bin boundaries and frequency counts for the distribution of that field across all supplied rows.","failureModes":["Fewer than 1 row supplied — minimum 1 row required","More than 200 rows submitted — request will be rejected or truncated","Window size larger than number of rows — trailing mean series may return empty or partial results","Invalid date format (must match YYYY-MM-DD pattern) — row-level validation error","Bin count outside 1–30 range — schema validation failure","Null values in selected field — may be excluded from calculations or produce incomplete series","Field value exceeds numeric bounds (±1 trillion) — schema rejection"],"whenToPreferThis":"Choose this endpoint when you need two complementary statistical views — a rolling/trailing mean time series AND a frequency histogram — on label review data (reviewed_records or changed_labels) in a single low-cost call. Prefer it over generic analytics tools when your data fits the label-review schema (row_id, dataset_group, date, reviewed_records, changed_labels) and you need fast, local computation without external lookups or predictions. Ideal for MLOps teams auditing annotation pipelines at up to 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:25.150Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-trailing-mean-series-equal-width-histogram-1bca458c"}