{"uid":"cap_MndG5vTnvOmbeNuDcvt7b","slug":"label-review-analytics-numeric-distribution-daily-sum-series-d3402ebe","name":"Label Review Analytics: Numeric Distribution + Daily Sum Series","description":"Label review — Numeric distribution + Daily sum series: Numeric distribution + Daily sum 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-12-075?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_iV15aqxHBYszty76ubWBO","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 numeric distribution report and a daily sum time series for label review data (reviewed_records and changed_labels) from up to 200 supplied rows.","exampleAgentPrompt":"I have up to 200 rows of label review records with dates, dataset groups, reviewed_records, and changed_labels — can you run a numeric distribution and daily sum series report on the reviewed_records field for me?","exampleUseCases":[{"title":"Annotation throughput audit","prompt":"I have a week of label review logs with row IDs, dataset groups, dates, and counts of reviewed records and changed labels — can you give me both a numeric distribution and a daily sum series for the reviewed_records field so I can see how throughput was spread across the week?"},{"title":"Changed labels spike investigation","prompt":"Here are my label review records from the past month — can you compute a numeric distribution and daily sum series for the changed_labels field so I can see if there are any days with unusual spikes in label corrections?"},{"title":"Multi-group label review comparison","prompt":"I've got label review data split across two dataset groups, group-a and group-b, with up to 200 rows. Can you run the numeric distribution and daily sum series analytics on changed_labels so I can compare the two groups' correction patterns over time?"}],"resultDescription":"Returns two independent analytical reports: (1) a numeric distribution summarizing the spread and frequency of values in the selected field (reviewed_records or changed_labels), and (2) a daily sum series aggregating the field's values by date — all computed locally from the supplied rows with no external lookups.","failureModes":["Exceeding 200 rows returns an error or truncated result","Missing required fields (row_id, date, reviewed_records, changed_labels) cause validation failure","Malformed date strings not matching YYYY-MM-DD pattern are rejected","Null values in numeric fields may affect distribution calculations","Invalid field enum value (not 'reviewed_records' or 'changed_labels') causes a schema error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of label review data and need both a numeric distribution and a daily sum time series in a single cheap API call ($0.01 USDC). It is ideal for offline/batch analytical review of annotation or labeling pipeline data where no live prediction, external lookup, or professional assessment is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:30.787Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-numeric-distribution-daily-sum-series-d3402ebe"}