{"uid":"cap_Lsa7NZIVlm7u795CikPvR","slug":"label-review-analytics-exact-row-deduplication-trailing-mean-series-983db32e","name":"Label Review Analytics: Exact Row Deduplication + Trailing Mean Series","description":"Label review — Exact row deduplication + Trailing mean series: Exact row deduplication + 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-12-045?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_nPmEJVCA-wLF-U9H1qT30","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: exact row deduplication and a trailing mean time series, for up to 200 rows of reviewed_records or changed_labels data.","exampleAgentPrompt":"Can you run exact row deduplication and a trailing mean series on my label review data — I have 4 rows across groups 'group-a' and 'group-b' from 2026-10-01 to 2026-10-04, using the 'reviewed_records' field with a window of 2?","exampleUseCases":[{"title":"Deduplicating annotation batch records","prompt":"I have a batch of label review records from two dataset groups over the past week — can you deduplicate exact rows and compute a trailing mean over 'changed_labels' with a window of 3 so I can see the rolling trend?"},{"title":"Monitoring review throughput over time","prompt":"Run a trailing mean series with window size 5 on my 'reviewed_records' data across these 50 rows from my annotation pipeline — I want to spot slowdowns in our review throughput and also strip out any exact duplicates."},{"title":"Cleaning label quality audit data","prompt":"I exported label quality audit rows for group-a and group-b across the last month — can you remove any exact duplicate rows and give me a rolling 2-period mean of changed_labels so I can audit consistency?"}],"resultDescription":"Returns two analytical reports: (1) a deduplicated version of the input rows with exact duplicates removed, and (2) a trailing mean time series for the selected field (reviewed_records or changed_labels) computed over the specified window, grouped by dataset_group and ordered by date.","failureModes":["Input array is empty or missing required fields (row_id, date, dataset_group) — validation error returned","Date strings not matching YYYY-MM-DD pattern — schema validation failure","Window size exceeds number of data points available — trailing mean may be NaN or undefined for initial rows","Numeric values outside allowed range (-1e12 to 1e12) — rejected by schema","More than 200 rows submitted — request rejected with maxItems error"],"whenToPreferThis":"Choose this endpoint when you need both exact deduplication and a rolling/trailing mean computed together in a single cheap call on label review or annotation data (reviewed_records or changed_labels). It is purpose-built for annotation pipeline quality analysis and costs only $0.01 USDC for both reports on up to 200 rows. Prefer it over general-purpose analytics when your data matches the label review schema (row_id, dataset_group, date, reviewed_records, changed_labels).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:28.199Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-exact-row-deduplication-trailing-mean-series-983db32e"}