{"uid":"cap_KU-aNkV2cVCGtsIZLkPCQ","slug":"label-review-analytics-base-100-series-secondary-measure-weighted-mean-0f0698dc","name":"Label Review Analytics — Base-100 Series + Secondary-Measure Weighted Mean","description":"Label review — Base-100 series + Secondary-measure weighted mean: Base-100 series + Secondary-measure weighted mean 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-12-166?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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_YSgYbCHFy8Mbw3_sYm6bS","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 base-100 index series and a secondary-measure weighted mean from supplied label review records (reviewed_records, changed_labels) for up to 200 rows.","exampleAgentPrompt":"Can you run the base-100 index series and secondary-measure weighted mean reports on my label review data? I have 4 rows: group-a on 2026-10-01 with 10 reviewed records and 1 changed label, group-b on 2026-10-02 with 20 reviewed records and 2 changed labels, group-a on 2026-10-03 with 15 reviewed and 3 changed, and group-b on 2026-10-04 with 30 reviewed and 4 changed — use reviewed_records as the primary field and row 0 as the base index.","exampleUseCases":[{"title":"Annotation drift tracking over a sprint","prompt":"I have two weeks of daily label review logs across three dataset groups — can you index them to a base-100 series starting from day 1 and also compute the weighted mean of changed_labels weighted by reviewed_records? Here are my 14 rows of data with dates, group names, reviewed_records, and changed_labels."},{"title":"Comparing label quality across dataset groups","prompt":"Run the base-100 index and weighted mean analytics on my label review export — I want to see how changed_labels are trending relative to the first entry (base index 0) and get a weighted average that accounts for how many records were reviewed each day. I have 50 rows covering October, split across group-alpha and group-beta."},{"title":"Quality gate check before model retraining","prompt":"Before we kick off retraining, can you analyze our annotation review records from the last 30 days? I need a base-100 index series for reviewed_records and the weighted mean for changed_labels across all groups so I can see if label correction rates are staying within normal range."}],"resultDescription":"Two analytical reports computed locally from supplied data: (1) a base-100 index series normalizing the selected field relative to the specified base row, and (2) a secondary-measure weighted mean using the complementary metric as weights — returned for up to 200 input rows per call.","failureModes":["More than 200 rows submitted — request exceeds maxItems limit","Missing required fields (row_id, date, reviewed_records, or changed_labels) cause validation error","Date values not matching YYYY-MM-DD pattern are rejected","base_index out of range (0–199) causes error","Null values for both numeric fields may produce undefined weighted mean","Invalid field enum value (must be 'reviewed_records' or 'changed_labels')"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of label review data and need both a base-100 indexed time series and a weighted mean in a single low-cost call ($0.01 USDC). It is ideal for annotation QA pipelines, MLOps audit workflows, or any offline analytical task where no live data lookup or external prediction is required — just local statistical computation on your supplied records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:42:23.923Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-base-100-series-secondary-measure-weighted-mean-0f0698dc"}