{"uid":"cap_5kBkstsS3cGiWR1cp_clk","slug":"source-attribution-data-cleaner-exact-deduplication-numeric-row-2beaf560","name":"Source Attribution Data Cleaner — Exact Deduplication & Numeric Row Ordering","description":"Source attribution — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering for supplied source attribution records (cited_sources, verified_links). 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-news-02-042?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","channel_group","date","cited_sources","verified_links"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"channel_group":{"type":"string","default":"","maxLength":80},"cited_sources":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"verified_links":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","channel_group":"group-a","cited_sources":10,"verified_links":1},{"date":"2026-10-02","row_id":"row-2","channel_group":"group-b","cited_sources":20,"verified_links":2},{"date":"2026-10-03","row_id":"row-3","channel_group":"group-a","cited_sources":15,"verified_links":3},{"date":"2026-10-04","row_id":"row-4","channel_group":"group-b","cited_sources":30,"verified_links":4}],"maxItems":200,"minItems":1},"field":{"enum":["cited_sources","verified_links"],"type":"string","default":"cited_sources"}}},"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_UrHIM225kXLlCxXrBwn01","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 and numerically orders rows in source attribution datasets (cited_sources, verified_links), returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you deduplicate and numerically order these source attribution rows for me? I have up to 50 rows with cited_sources counts grouped by channel and date — give me both the dedup report and the numeric ordering report, analyzing the cited_sources field.","exampleUseCases":[{"title":"News citation data deduplication audit","prompt":"I have a dataset of 80 news source attribution records with row_id, channel_group, date, cited_sources, and verified_links columns — can you run exact row deduplication and numeric ordering on it and give me both reports for the cited_sources field?"},{"title":"Verified links ordering for content team","prompt":"Our content team collected 120 rows of verified link counts across channel groups from 2025-01-01 to 2025-04-30 — can you deduplicate those rows exactly and sort them numerically, analyzing the verified_links field?"},{"title":"De-duplicate attribution records before reporting","prompt":"Before I generate our quarterly attribution report, I need to strip exact duplicate rows and get a numerically ordered view of these 60 cited_sources records grouped by channel — can you run both the dedup and ordering analysis?"}],"resultDescription":"Two analytical reports covering the submitted rows (up to 200): one exact row deduplication report identifying and removing fully duplicated records, and one numeric row ordering report sorting rows by the selected numeric field (cited_sources or verified_links). No external data is fetched; all analysis runs on the supplied rows only.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, channel_group, date, cited_sources, verified_links) causes rejection","Invalid date format (non-YYYY-MM-DD) fails schema validation","Null values in the selected numeric field may affect ordering output","Payment failure via x402 protocol blocks processing"],"whenToPreferThis":"Choose this endpoint when you need fast, cheap ($0.01 USDC) local deduplication and numeric ordering of source attribution records (cited_sources or verified_links) without any external lookups or predictions. Best suited for batch cleaning of up to 200 rows of citation or link verification data before downstream reporting or analysis.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T00:39:18.463Z","isFirstParty":false,"canonicalSlug":"source-attribution-data-cleaner-exact-deduplication-numeric-row-2beaf560"}