{"uid":"cap_2BmbG7qGOGS2xL0TA_AmT","slug":"document-redaction-review-adjacent-row-changes-secondary-measure-c40512d6","name":"Document Redaction Review — Adjacent Row Changes & Secondary-Measure Weighted Mean","description":"Document redaction review — Adjacent row changes + Secondary-measure weighted mean: Adjacent row changes + Secondary-measure weighted mean for supplied document redaction review records (flagged_spans, reviewed_spans). 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-writing-14-159?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","flagged_spans","reviewed_spans"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"flagged_spans":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"document_group":{"type":"string","default":"","maxLength":80},"reviewed_spans":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","flagged_spans":10,"document_group":"group-a","reviewed_spans":1},{"date":"2026-10-02","row_id":"row-2","flagged_spans":20,"document_group":"group-b","reviewed_spans":2},{"date":"2026-10-03","row_id":"row-3","flagged_spans":15,"document_group":"group-a","reviewed_spans":3},{"date":"2026-10-04","row_id":"row-4","flagged_spans":30,"document_group":"group-b","reviewed_spans":4}],"maxItems":200,"minItems":1},"field":{"enum":["flagged_spans","reviewed_spans"],"type":"string","default":"flagged_spans"}}},"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_v4pRokXjQdtrZ69QshAN5","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 adjacent row changes and a secondary-measure weighted mean for document redaction review records (flagged_spans, reviewed_spans) across up to 200 rows in two analytical reports.","exampleAgentPrompt":"I have redaction review records for this week — can you calculate the adjacent row changes and the secondary-measure weighted mean for flagged_spans across these 200 rows, grouped by document_group?","exampleUseCases":[{"title":"Daily redaction audit trend analysis","prompt":"I have daily redaction review logs from October with flagged_spans and reviewed_spans per document group — can you run the adjacent row changes and weighted mean reports on these records so I can see day-over-day shifts?"},{"title":"Compliance team redaction throughput review","prompt":"Our compliance team needs a statistical breakdown of reviewed_spans across document groups for last quarter — can you compute the adjacent row changes and secondary-measure weighted mean on these 150 redaction review rows?"},{"title":"Flagged span anomaly detection prep","prompt":"Before I flag anomalies, I need the row-by-row changes and weighted mean for flagged_spans in these redaction records — can you run both analytical reports on the 80 rows I'm providing?"}],"resultDescription":"Returns two analytical reports: (1) adjacent row changes showing sequential differences in the selected metric (flagged_spans or reviewed_spans) across the input rows, and (2) a secondary-measure weighted mean summarizing the weighted average of the metric, both computed locally from the supplied data without any external lookups.","failureModes":["More than 200 rows submitted — payload rejected or truncated","Missing required fields (row_id, document_group, date, flagged_spans, reviewed_spans) cause validation errors","Date values not matching YYYY-MM-DD pattern cause schema rejection","Null values in flagged_spans or reviewed_spans may affect weighted mean calculation","Invalid field enum value (not 'flagged_spans' or 'reviewed_spans') causes rejection"],"whenToPreferThis":"Choose this endpoint when you have up to 200 document redaction review records and need both adjacent row change analysis and a secondary-measure weighted mean in a single low-cost call ($0.01 USDC). It is ideal for offline/batch analytical workflows where no live data lookup, external enrichment, or professional assessment is needed — just fast, deterministic statistical computation on supplied redaction audit data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T12:38:29.931Z","isFirstParty":false,"canonicalSlug":"document-redaction-review-adjacent-row-changes-secondary-measure-c40512d6"}