{"uid":"cap_2-jNw7TqIgKh5swJNSoMR","slug":"document-redaction-review-record-quality-audit-string-normalisation-5728d209","name":"Document Redaction Review — Record Quality Audit + String Normalisation + Equal-Width Histogram","description":"Document redaction review — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied document redaction review records (flagged_spans, reviewed_spans). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-writing-14-202?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_8TbMnwW-ZzoImsxASKuRO","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 three local analytical reports (record quality audit, string normalisation, and equal-width histogram) on up to 200 document redaction review records containing flagged and reviewed span counts.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and a 10-bin equal-width histogram on my document redaction review data — here are 50 rows with row_id, document_group, date, flagged_spans, and reviewed_spans — use flagged_spans as the histogram field?","exampleUseCases":[{"title":"Redaction pipeline data quality check","prompt":"I have 120 rows of document redaction review records with flagged_spans and reviewed_spans — can you audit them for quality issues, normalise the string fields, and give me a 5-bin histogram on flagged_spans so I can spot any data problems before we process them?"},{"title":"Compliance team span distribution analysis","prompt":"Our compliance team needs a histogram with 8 bins on the reviewed_spans field from our 80-row redaction review dataset, plus a record quality audit and string normalisation report — can you run all three reports at once?"},{"title":"Redaction review batch profiling","prompt":"I've got a batch of 200 document redaction records across two document groups, group-alpha and group-beta, and I need a full data profile: quality audit, string normalisation, and a 15-bin equal-width histogram on flagged_spans — please generate all three reports."}],"resultDescription":"Returns three independent analytical reports for the submitted redaction review rows: (1) a record quality audit identifying missing, null, or out-of-range values; (2) a string normalisation report cleaning and standardising string fields like document_group; and (3) an equal-width histogram report distributing the chosen numeric field (flagged_spans or reviewed_spans) across the specified number of bins.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, document_group, date, flagged_spans, reviewed_spans) causes row-level rejection","Invalid date format (not YYYY-MM-DD) triggers a schema validation failure","bins value outside 1–30 range returns a parameter error","All-null numeric field produces an empty or degenerate histogram","Payment failure via x402 prevents endpoint access"],"whenToPreferThis":"Choose this endpoint when you need three complementary data profiling reports (quality audit, string normalisation, histogram) on a batch of document redaction review records in a single call at low cost. It is ideal for pre-processing pipelines where redaction span data needs to be validated and profiled before downstream use, and when external lookup, live prediction, or professional assessment is not required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:35:13.572Z","isFirstParty":false,"canonicalSlug":"document-redaction-review-record-quality-audit-string-normalisation-5728d209"}