{"uid":"cap_ABe7ypQklfC1DL62_0uGv","slug":"publication-proofing-exact-row-deduplication-category-frequencies-f9a78121","name":"Publication Proofing — Exact Row Deduplication + Category Frequencies","description":"Publication proofing — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies for supplied publication proofing records (checked_pages, flagged_pages). 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-18-041?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","checked_pages","flagged_pages"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"checked_pages":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_pages":{"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","checked_pages":10,"flagged_pages":1,"document_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","checked_pages":20,"flagged_pages":2,"document_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","checked_pages":15,"flagged_pages":3,"document_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","checked_pages":30,"flagged_pages":4,"document_group":"group-b"}],"maxItems":200,"minItems":1}}},"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_mogY_F-DzU0NGA0ZWsojo","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":"Deduplicates exact duplicate rows and computes category-level frequency distributions for publication proofing records containing checked_pages and flagged_pages fields.","exampleAgentPrompt":"Can you deduplicate my publication proofing records and give me category frequency counts by document_group? I have rows with row_id, date, checked_pages, and flagged_pages fields — here are up to 200 entries I'd like both reports on.","exampleUseCases":[{"title":"Editorial batch deduplication check","prompt":"I have a CSV of publication proofing logs with columns row_id, document_group, date, checked_pages, and flagged_pages — can you find and remove any exact duplicate rows and tell me how many times each document_group appears?"},{"title":"Proofing audit frequency summary","prompt":"Here are 150 proofing records from our editorial system, each with a document_group, date, checked_pages and flagged_pages. Can you give me a frequency breakdown of how often each document_group shows up, plus flag any exact duplicate rows?"},{"title":"Pre-publication data quality sweep","prompt":"Before we finalize this publication run, can you check these 80 proofing records for exact duplicates and also count how many entries fall into each document_group category? The records have row_id, date, checked_pages, and flagged_pages fields."}],"resultDescription":"Two analytical reports: (1) a deduplicated set of rows with duplicate row identifiers flagged or removed, and (2) a frequency table showing how many times each document_group category appears across the submitted records. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, document_group, date, checked_pages, flagged_pages) cause validation errors","Malformed date strings not matching YYYY-MM-DD pattern cause schema rejection","Empty rows array returns an error due to minItems:1 constraint","Non-numeric values in checked_pages or flagged_pages fields cause type errors"],"whenToPreferThis":"Choose this endpoint when you need both exact-duplicate row detection and category frequency analysis on publication proofing records in a single low-cost call. It is purpose-built for editorial/proofing data with checked_pages and flagged_pages fields, offers two independent reports for $0.01, and requires no external data sources or live lookups — ideal for batch data quality checks before publication runs.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:31:22.366Z","isFirstParty":false,"canonicalSlug":"publication-proofing-exact-row-deduplication-category-frequencies-f9a78121"}