{"uid":"cap_msox7XAtkqsh8ihgjzKf1","slug":"source-attribution-analytics-equal-width-histogram-keyed-dataset-f31da55b","name":"Source Attribution Analytics: Equal-Width Histogram + Keyed Dataset Comparison","description":"Source attribution — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + 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-02-174?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_zw4lvTexSGEhvjRs7vqyb","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 local analytical reports on source attribution records — an equal-width histogram and a keyed dataset comparison — for up to 200 rows of cited_sources and verified_links data.","exampleAgentPrompt":"I have two batches of source attribution records (up to 200 rows each) with cited_sources and verified_links fields — can you generate an equal-width histogram with 10 bins on the cited_sources field and also run a keyed dataset comparison between the two batches?","exampleUseCases":[{"title":"Pre/post editorial policy comparison","prompt":"We changed our sourcing policy last month — I have two datasets of article source attribution records, each up to 150 rows, with cited_sources and verified_links per channel group and date. Can you compare them using a keyed dataset comparison and also show me a 7-bin histogram of cited_sources so I can see how the distribution shifted?"},{"title":"Channel group source distribution audit","prompt":"I want to audit how cited_sources are distributed across our channel groups — here are 200 rows of source attribution data with dates and channel_group labels. Run an equal-width histogram with 5 bins on the cited_sources field and compare it against last quarter's dataset using a keyed comparison."},{"title":"Verified links frequency analysis","prompt":"Can you analyze the distribution of verified_links in my source attribution dataset of 80 rows? Use 8 equal-width bins and also compare it against our baseline dataset so I can see which rows diverge the most."}],"resultDescription":"Returns two analytical reports: (1) an equal-width histogram partitioning the chosen field (cited_sources or verified_links) into the specified number of bins with frequency counts and bin boundaries, and (2) a keyed dataset comparison highlighting differences between the primary and secondary datasets matched by row_id. All computation is performed locally with no external lookups or predictions.","failureModes":["More than 200 rows submitted — request rejected with validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","bins value exceeds 30 or is less than 1 — rejected by schema","Missing required fields (row_id, channel_group, date, cited_sources, verified_links) — validation error","Null values in numeric fields may affect histogram bin computation","Mismatched row_ids between rows and other datasets may reduce comparison coverage"],"whenToPreferThis":"Choose this endpoint when you need two simultaneous analytical reports — a distribution histogram and a keyed row-level comparison — on source attribution data (cited_sources, verified_links) without requiring live lookups, external enrichment, or predictions. Ideal for journalism, media auditing, or content verification workflows where you have two datasets to compare and want statistical distribution insight in a single low-cost call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T12:45:29.253Z","isFirstParty":false,"canonicalSlug":"source-attribution-analytics-equal-width-histogram-keyed-dataset-f31da55b"}