{"uid":"cap_JuAC1oaYvYxFlpRg8ro1F","slug":"source-attribution-adjacent-row-changes-keyed-dataset-comparison-3c7d9548","name":"Source Attribution — Adjacent Row Changes + Keyed Dataset Comparison","description":"Source attribution — Adjacent row changes + Keyed dataset comparison: Adjacent row changes + Keyed dataset comparison 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-02-161?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"channel_group":{"type":"string","default":"","maxLength":80},"cited_sources":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"verified_links":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","channel_group":"group-a","cited_sources":10,"verified_links":1},{"date":"2026-10-02","row_id":"row-2","channel_group":"group-b","cited_sources":20,"verified_links":2},{"date":"2026-10-03","row_id":"row-3","channel_group":"group-a","cited_sources":15,"verified_links":3},{"date":"2026-10-04","row_id":"row-4","channel_group":"group-b","cited_sources":30,"verified_links":4}],"maxItems":200,"minItems":1},"field":{"enum":["cited_sources","verified_links"],"type":"string","default":"cited_sources"},"other":{"type":"array","items":{"type":"object","required":["row_id","channel_group","date","cited_sources","verified_links"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"verified_links":2},{"date":"2026-10-03","row_id":"row-3","channel_group":"group-a","cited_sources":17,"verified_links":3},{"date":"2026-10-04","row_id":"row-4","channel_group":"group-b","cited_sources":33,"verified_links":4}],"maxItems":200,"minItems":0}}},"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_zsY-Pw5H7o9D8xbDj5zq6","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 two analytical reports on source attribution data: adjacent row-over-row change detection and keyed dataset comparison, across cited_sources and verified_links fields for up to 200 rows.","exampleAgentPrompt":"Can you run adjacent row change detection and a keyed dataset comparison on my source attribution records? I have two datasets — each with up to 50 rows covering channel groups like 'news-feed' and 'social', with cited_sources and verified_links counts — and I want to analyze the cited_sources field specifically.","exampleUseCases":[{"title":"News pipeline attribution drift detection","prompt":"I have two snapshots of my news source attribution data — one from last week and one from this week — each with about 80 rows tagged by channel group and date. Can you run adjacent row changes and a keyed comparison on the cited_sources field so I can see where attribution counts shifted?"},{"title":"Verified links audit across channel groups","prompt":"Compare these two sets of source attribution records for my media monitoring dashboard — around 120 rows each, grouped by channel — and tell me where verified_links changed between adjacent rows and where the two datasets differ by row key."},{"title":"Editorial source integrity check","prompt":"I need to audit my cited_sources data for editorial quality control. I have a baseline dataset and an updated version, both around 40 rows with channel groups and dates. Run the adjacent row change report and keyed dataset comparison on cited_sources so I can spot any unexpected jumps or mismatches."}],"resultDescription":"Two analytical reports: (1) an adjacent row changes report showing row-over-row deltas in the selected field (cited_sources or verified_links), and (2) a keyed dataset comparison report highlighting differences between the primary and comparison datasets matched by row_id, covering up to 200 rows per call.","failureModes":["Missing required fields (row_id, channel_group, date, cited_sources, verified_links) causes validation error","Exceeding 200 rows returns an error or truncation","Invalid date format (not YYYY-MM-DD) causes schema rejection","Null values in numeric fields may produce null deltas in output","Mismatched row_ids between primary and comparison datasets may result in unmatched keys in comparison report","Payment of 0.01 USDC required per call; insufficient funds will block execution"],"whenToPreferThis":"Choose this endpoint when you need both row-over-row trend analysis and a side-by-side keyed comparison of two source attribution datasets in a single call, without requiring live lookups or external data enrichment. Ideal for auditing news or media attribution pipelines where cited_sources and verified_links are the key metrics and datasets are already prepared locally.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T12:45:22.566Z","isFirstParty":false,"canonicalSlug":"source-attribution-adjacent-row-changes-keyed-dataset-comparison-3c7d9548"}