{"uid":"cap_oJ5r6HUrGhjAOwILjub6R","slug":"source-diversity-record-quality-audit-exact-row-deduplication-and-cd4033cb","name":"Source Diversity Record Quality Audit, Exact Row Deduplication, and Grouped Numeric Summary","description":"Source diversity — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied source diversity records (source_count, outlet_count). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-news-17-211?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"}}},"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_vvtebmyUqoJkJWEgi_vds","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 three analytical reports on source diversity data (source_count, outlet_count): a record quality audit, exact row deduplication, and a grouped numeric summary — all offline using supplied rows.","exampleAgentPrompt":"Can you audit the quality of my source diversity records, remove any exact duplicate rows, and give me a grouped numeric summary of source_count by channel_group? Here are up to 200 rows with row_id, channel_group, date, source_count, and outlet_count fields.","exampleUseCases":[{"title":"Media outlet data quality check","prompt":"I have a dataset of news outlet diversity records with source_count and outlet_count per channel group and date — can you audit them for quality issues, flag any exact duplicate rows, and give me a grouped numeric summary of source_count across channel groups?"},{"title":"Newsroom source diversity deduplication","prompt":"Can you clean up my source diversity dataset by running a record quality audit, removing any exact duplicate entries, and summarizing the outlet_count values grouped by channel_group? I have about 150 rows with row_id, date, channel_group, source_count, and outlet_count."},{"title":"Channel group source count summary report","prompt":"I need three reports on my source diversity data: a record quality audit, exact row deduplication, and a grouped numeric summary — the field I want summarized is outlet_count. My rows include date, row_id, channel_group, source_count, and outlet_count."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging malformed, missing, or invalid values; (2) an exact row deduplication report identifying and removing duplicate records; and (3) a grouped numeric summary of the selected field (source_count or outlet_count) aggregated by channel_group. All computed locally from the supplied rows with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, channel_group, date, source_count, outlet_count) in any row — validation error","Date fields not matching YYYY-MM-DD format — pattern validation failure","Empty rows array (minItems: 1 not met) — schema validation error","Invalid field selector value not in enum ['source_count','outlet_count'] — rejected","row_id exceeds 80 characters — field length violation"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of source diversity data (with source_count and outlet_count fields) and need all three analytical operations — quality audit, deduplication, and grouped numeric summary — bundled into a single cost-efficient call. Ideal for offline batch data cleaning and summarization without requiring any external data lookups or live integrations. At $0.01 USDC for all three reports, it is highly cost-effective for lightweight media diversity analytics pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:38:25.499Z","isFirstParty":false,"canonicalSlug":"source-diversity-record-quality-audit-exact-row-deduplication-and-cd4033cb"}