{"uid":"cap_fOR8cOFRcz1Z2dZBOS0hO","slug":"copyediting-throughput-record-quality-audit-exact-row-deduplication-960a2337","name":"Copyediting Throughput — Record Quality Audit + Exact Row Deduplication + Numeric Row Ordering","description":"Copyediting throughput — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied copyediting throughput records (edited_words, editing_hours). 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-13-213?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","edited_words","editing_hours"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"edited_words":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"editing_hours":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"document_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","edited_words":10,"editing_hours":1,"document_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","edited_words":20,"editing_hours":2,"document_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","edited_words":15,"editing_hours":3,"document_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","edited_words":30,"editing_hours":4,"document_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["edited_words","editing_hours"],"type":"string","default":"edited_words"}}},"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_5JAkAXTuXij4Y2WRxJ801","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":"Audits data quality, deduplicates identical rows, and numerically orders records in a supplied copyediting throughput dataset (edited_words, editing_hours) — three analytical reports in one call.","exampleAgentPrompt":"Can you run a full data quality audit, exact duplicate check, and numeric row ordering on my copyediting throughput records? I have 50 rows with row IDs, document groups, dates, edited_words, and editing_hours — use editing_hours as the field for ordering.","exampleUseCases":[{"title":"Pre-import editing log cleanup","prompt":"Before I import my editing logs into the dashboard, can you audit these 80 copyediting records for quality issues, flag any exact duplicate rows, and sort them by edited_words? I'll send over the rows with row_id, document_group, date, edited_words, and editing_hours."},{"title":"Monthly editorial throughput review","prompt":"I've got 120 rows of monthly copyediting throughput data with edited_words and editing_hours per document group. Can you run a record quality audit, deduplicate any identical entries, and give me them back ordered numerically by editing_hours?"},{"title":"Freelancer data validation before billing","prompt":"I need to validate the editing records submitted by our freelancers — about 45 rows each with a row_id, date, document_group, edited_words, and editing_hours. Please audit the data quality, remove exact duplicates, and sort the results by edited_words."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging completeness and validity issues across the rows, (2) an exact row deduplication report identifying identical records, and (3) a numerically ordered version of the rows sorted by the selected field (edited_words or editing_hours). All computed locally from supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, document_group, date, edited_words, editing_hours) causes row-level errors","Invalid date format (not YYYY-MM-DD) triggers pattern validation failure","Numeric values outside allowed range fail schema validation","Empty rows array rejected by minItems constraint"],"whenToPreferThis":"Use this endpoint when you need a combined data-quality audit, deduplication pass, and numeric sort on copyediting throughput records (edited_words/editing_hours) in a single low-cost call. Ideal for editorial teams cleaning up session logs before import, freelancer billing validation, or monthly throughput reviews where no live data lookup or prediction is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:38:28.164Z","isFirstParty":false,"canonicalSlug":"copyediting-throughput-record-quality-audit-exact-row-deduplication-960a2337"}