{"uid":"cap_QK993M1uZKOBj36L9w5ow","slug":"document-redaction-review-numeric-distribution-secondary-measure-ea96bbb6","name":"Document Redaction Review — Numeric Distribution + Secondary-Measure Weighted Mean","description":"Document redaction review — Numeric distribution + Secondary-measure weighted mean: Numeric distribution + 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-14-082?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_FGhvoHvm8sFQ8oioX3Qtd","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 numeric distribution statistics and a secondary-measure weighted mean for document redaction review records (flagged_spans, reviewed_spans) across up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"I have redaction review data for 4 documents — group-a had 10 flagged spans and 1 reviewed span on 2026-10-01, group-b had 20 flagged spans and 2 reviewed spans on 2026-10-02, group-a had 15 flagged and 3 reviewed on 2026-10-03, and group-b had 30 flagged and 4 reviewed on 2026-10-04 — can you give me a numeric distribution breakdown plus a secondary-measure weighted mean for the flagged_spans field?","exampleUseCases":[{"title":"Redaction coverage gap analysis","prompt":"Here are 50 rows of redaction review records with document groups, dates, flagged span counts, and reviewed span counts — run a numeric distribution and secondary-measure weighted mean on flagged_spans so I can see where coverage gaps are largest."},{"title":"Compliance audit statistical summary","prompt":"I need two statistical reports on my compliance redaction data: a numeric distribution and a weighted mean using reviewed_spans as the secondary measure — I have 120 rows with row IDs, document groups, dates, flagged_spans, and reviewed_spans ready to send."},{"title":"Daily redaction throughput review","prompt":"Can you analyze this week's redaction throughput? I have daily records across two document groups with flagged and reviewed span counts — give me the numeric distribution and secondary-measure weighted mean for reviewed_spans so I can report on daily review efficiency."}],"resultDescription":"Returns two analytical reports for the submitted redaction review rows: (1) a numeric distribution report showing the spread, frequency, and statistical shape of the selected field (flagged_spans or reviewed_spans), and (2) a secondary-measure weighted mean that weights one measure by the other, all computed locally without any external lookups or predictions.","failureModes":["Fewer than 1 row submitted — request rejected","More than 200 rows submitted — exceeds limit, request rejected","Invalid date format (not YYYY-MM-DD) — validation error","Missing required fields (row_id, document_group, date, flagged_spans, reviewed_spans) — schema validation error","Invalid field enum value (not flagged_spans or reviewed_spans) — rejected","Null values in numeric fields may affect weighted mean computation"],"whenToPreferThis":"Choose this endpoint when you have tabular document redaction review data with flagged and reviewed span counts and need both a numeric distribution and a secondary-measure weighted mean in a single call for up to 200 rows, without requiring real-time lookups, predictions, or external integrations. It is best suited for compliance teams, legal document reviewers, or analytics pipelines that need lightweight statistical summaries of redaction quality metrics on a per-call, pay-per-use basis.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:38:03.143Z","isFirstParty":false,"canonicalSlug":"document-redaction-review-numeric-distribution-secondary-measure-ea96bbb6"}