{"uid":"cap_X2Kp78QnuGdTsI7cbecF3","slug":"knowledge-base-maintenance-analytics-category-frequencies-secondary-a861e497","name":"Knowledge Base Maintenance Analytics — Category Frequencies + Secondary-Measure Weighted Mean","description":"Knowledge base maintenance — Category frequencies + Secondary-measure weighted mean: Category frequencies + Secondary-measure weighted mean for supplied knowledge base maintenance records (updated_articles, due_articles). 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-writing-16-109?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","updated_articles","due_articles"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"due_articles":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"document_group":{"type":"string","default":"","maxLength":80},"updated_articles":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","due_articles":1,"document_group":"group-a","updated_articles":10},{"date":"2026-10-02","row_id":"row-2","due_articles":2,"document_group":"group-b","updated_articles":20},{"date":"2026-10-03","row_id":"row-3","due_articles":3,"document_group":"group-a","updated_articles":15},{"date":"2026-10-04","row_id":"row-4","due_articles":4,"document_group":"group-b","updated_articles":30}],"maxItems":200,"minItems":1},"field":{"enum":["updated_articles","due_articles"],"type":"string","default":"updated_articles"}}},"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_BbaI5zSRyV_8x71VQOcLk","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":"Computes category frequencies and secondary-measure weighted mean for knowledge base maintenance records (updated_articles, due_articles) across up to 200 rows.","exampleAgentPrompt":"Run category frequency and weighted mean reports on my knowledge base maintenance data — here are 4 rows with document groups 'group-a' and 'group-b', dates from 2026-10-01 to 2026-10-04, updated_articles values of 10, 20, 15, 30, due_articles of 1, 2, 3, 4, and I want the analysis on the updated_articles field.","exampleUseCases":[{"title":"Document group update frequency audit","prompt":"I have 50 rows of KB maintenance logs with document_group, date, updated_articles, and due_articles columns — can you compute category frequencies and a weighted mean for the updated_articles field so I can see which groups are most active?"},{"title":"Due articles backlog weighted analysis","prompt":"Analyze my knowledge base maintenance records across 120 rows: calculate how frequently each document group appears and what the secondary-measure weighted mean is for due_articles, so I can prioritize which groups have the heaviest overdue burden."},{"title":"Monthly KB maintenance summary report","prompt":"I need two quick reports on my monthly KB maintenance data — category frequencies and a weighted mean for updated_articles — across these 80 records with document groups and dates. Can you run both at once?"}],"resultDescription":"Two analytical reports for the supplied dataset: (1) category frequencies showing how often each document_group value appears, and (2) a secondary-measure weighted mean for the selected field (updated_articles or due_articles). Results are computed locally from supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, document_group, date, updated_articles, due_articles) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Null values in numeric fields may affect weighted mean computation","Invalid field enum value (not 'updated_articles' or 'due_articles') causes error"],"whenToPreferThis":"Choose this endpoint when you need two specific analytical outputs — category frequencies and a secondary-measure weighted mean — for knowledge base maintenance records in a single $0.01 call. Ideal for small-to-medium datasets (up to 200 rows) where you want local computation without external data lookups or predictions, and your data contains document_group categorical labels plus numeric updated_articles and due_articles measures.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:35:46.217Z","isFirstParty":false,"canonicalSlug":"knowledge-base-maintenance-analytics-category-frequencies-secondary-a861e497"}