{"uid":"cap_UJk1gLhqgYNyyyHFVFudQ","slug":"source-attribution-data-cleaner-numeric-row-ordering-missing-value-fill-1c8b578d","name":"Source Attribution Data Cleaner — Numeric Row Ordering + Missing-Value Fill","description":"Source attribution — Numeric row ordering + Explicit missing-value fill: Numeric row ordering + Explicit missing-value fill 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-02-124?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_3-71Ei95sOEXq6xmFUilh","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":"Sorts source attribution records (cited_sources, verified_links) by numeric row order and fills missing values using zero, mean, or median imputation, producing two analytical reports for up to 200 rows.","exampleAgentPrompt":"I have up to 200 rows of source attribution data with cited_sources and verified_links fields — some values are missing. Can you sort them by numeric row order and fill in the nulls using median imputation on the cited_sources field, then give me two reports?","exampleUseCases":[{"title":"Impute missing citation counts for news audit","prompt":"I have a dataset of 150 news channel attribution records with some null cited_sources values. Sort them numerically by row and fill missing cited_sources using the median — I need both analytical reports for the audit."},{"title":"Clean verified_links with zero fill","prompt":"My source attribution table has gaps in the verified_links column across several channel groups. Can you order all 80 rows numerically and fill those missing verified_links values with zero, then produce the two reports?"},{"title":"Mean-fill cited sources across channel groups","prompt":"I've got source attribution records for group-a and group-b from October 2026, some cited_sources are null. Please sort the rows numerically and replace the missing cited_sources values using mean imputation, and return two summary reports."}],"resultDescription":"Two analytical reports covering the submitted source attribution rows: one showing numerically ordered row data and one showing the dataset after explicit missing-value fill (using the chosen method — zero, mean, or median) applied to the specified field (cited_sources or verified_links). Up to 200 rows processed per call.","failureModes":["More than 200 rows submitted — request rejected with validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Missing required fields (row_id, channel_group, date, cited_sources, verified_links) — request rejected","Invalid method enum value (not zero/mean/median) — validation error","Invalid field enum value (not cited_sources/verified_links) — validation error","Empty rows array — minItems:1 constraint violation"],"whenToPreferThis":"Choose this endpoint when you have source attribution datasets (cited_sources, verified_links) up to 200 rows that need numeric sorting and missing-value imputation using standard statistical methods (zero, mean, or median), and you want two bundled reports for a flat $0.01 USDC. It is a local, offline computation — no live lookups or external data sources are involved, making it deterministic and auditable.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T00:39:41.556Z","isFirstParty":false,"canonicalSlug":"source-attribution-data-cleaner-numeric-row-ordering-missing-value-fill-1c8b578d"}