{"uid":"cap_n5LIpXL-6I0AU7R7KjYTW","slug":"source-diversity-keyed-dataset-comparison-missing-value-fill-586b0741","name":"Source Diversity Keyed Dataset Comparison + Missing-Value Fill","description":"Source diversity — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill for supplied source diversity records (source_count, outlet_count). 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-17-190?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","channel_group","date","source_count","outlet_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"outlet_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"source_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"channel_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","outlet_count":1,"source_count":10,"channel_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","outlet_count":2,"source_count":20,"channel_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","outlet_count":3,"source_count":15,"channel_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","outlet_count":4,"source_count":30,"channel_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["source_count","outlet_count"],"type":"string","default":"source_count"},"other":{"type":"array","items":{"type":"object","required":["row_id","channel_group","date","source_count","outlet_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"outlet_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"source_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"channel_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","outlet_count":1,"source_count":10,"channel_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","outlet_count":2,"source_count":21,"channel_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","outlet_count":3,"source_count":17,"channel_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","outlet_count":4,"source_count":33,"channel_group":"group-b"}],"maxItems":200,"minItems":0},"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_xdAgNVWXEjh7DBjyb185s","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":"Compares two keyed source-diversity datasets (source_count, outlet_count) and fills missing values, producing 2 analytical reports for up to 200 rows.","exampleAgentPrompt":"Compare these two source diversity datasets for me — the first has source_count and outlet_count by channel_group and date, and the second is the updated version. I want to see where the values differ and have any missing source_count values filled in. Both datasets have up to 50 rows each.","exampleUseCases":[{"title":"Weekly news source diversity reconciliation","prompt":"I have two weekly snapshots of source diversity data — each with channel_group, date, source_count, and outlet_count — and I need to compare them row by row to spot changes and fill any missing source_count values. Can you run the keyed comparison and missing-value fill on both datasets, up to 80 rows each?"},{"title":"Outlet count audit across reporting periods","prompt":"We have two outlet_count datasets from different reporting systems for the same channel groups and dates. Compare them using the outlet_count field and flag where values differ or are missing, filling in the gaps where you can."},{"title":"Channel group source count gap analysis","prompt":"I've got two source diversity tables — baseline and revised — each with source_count per channel_group and date. Run a keyed comparison and fill any missing source_count entries, and give me the two analysis reports. There are about 120 rows in each dataset."}],"resultDescription":"Two analytical reports covering: (1) a keyed comparison highlighting differences between the two supplied datasets for the selected field (source_count or outlet_count), and (2) explicit fill results for missing values in those rows — all computed locally without external lookups.","failureModes":["Missing required fields (row_id, channel_group, date, source_count, outlet_count) cause validation errors","Exceeding 200 rows per dataset returns an error","Invalid date format (non YYYY-MM-DD) causes rejection","field enum value not one of 'source_count' or 'outlet_count' causes schema error","Payment of 0.01 USDC not completed triggers 402 response"],"whenToPreferThis":"Choose this endpoint when you have two structured source-diversity datasets keyed by row_id/channel_group/date and need a side-by-side comparison plus missing-value fill for source_count or outlet_count, up to 200 rows, at very low cost. It is ideal for media analytics pipelines that need offline, deterministic reconciliation of two reporting snapshots without external data access.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:56:55.857Z","isFirstParty":false,"canonicalSlug":"source-diversity-keyed-dataset-comparison-missing-value-fill-586b0741"}