{"uid":"cap_c45CAhCUSfQyWsqxPsCFx","slug":"knowledge-base-maintenance-exact-row-deduplication-equal-width-37e4100f","name":"Knowledge Base Maintenance — Exact Row Deduplication + Equal-Width Histogram","description":"Knowledge base maintenance — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram 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-16-048?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","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_ak1r7aH06P-EW78L0871T","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":"Deduplicates rows and generates equal-width histogram reports for knowledge base maintenance metrics (updated_articles, due_articles) from up to 200 supplied records.","exampleAgentPrompt":"Deduplicate my knowledge base maintenance records and generate a 5-bin equal-width histogram for the updated_articles field — I have about 150 rows with row_id, document_group, date, updated_articles, and due_articles columns.","exampleUseCases":[{"title":"Audit duplicate article update records","prompt":"I have 120 rows of daily knowledge base maintenance logs with row_id, document_group, date, updated_articles, and due_articles — can you deduplicate them and show me a 10-bin histogram of the updated_articles counts so I can spot outliers?"},{"title":"Analyze due articles distribution by bin","prompt":"Run an exact row deduplication and a 5-bin equal-width histogram on my 80 knowledge base records, using the due_articles field, so I can see how overdue work is distributed across my document groups."},{"title":"Clean and summarize content team output","prompt":"My content team exported 200 rows of article tracking data with some duplicates — can you deduplicate the rows and produce an equal-width histogram with 8 bins on the updated_articles column so I can report on publishing volume distribution?"}],"resultDescription":"Returns two reports sharing the same input dataset: (1) an exact row deduplication report identifying and removing fully duplicate rows, and (2) an equal-width histogram report for the selected field (updated_articles or due_articles) divided into the specified number of bins, showing frequency counts per bin.","failureModes":["Exceeds 200-row limit — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","bins value outside 1–30 range — schema validation failure","Missing required fields (row_id, document_group, date) — error returned","Null values in selected numeric field may affect histogram binning","Empty rows array — minimum 1 item required"],"whenToPreferThis":"Choose this endpoint when you need both exact duplicate removal and a histogram distribution analysis on knowledge base article metrics in a single API call for up to 200 rows. It is ideal for offline/local analytical tasks with no need for live data lookup, prediction, or external integrations. Prefer this over separate deduplication or histogram tools when your data is small enough (≤200 rows) and you want both reports cheaply bundled at $0.01 USDC.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:50:04.702Z","isFirstParty":false,"canonicalSlug":"knowledge-base-maintenance-exact-row-deduplication-equal-width-37e4100f"}