{"uid":"cap_PfmxK5OJySB00cNL-SDbw","slug":"procurement-cycles-category-frequencies-and-missing-value-fill-3ab4301e","name":"Procurement Cycles Category Frequencies and Missing-Value Fill","description":"Procurement cycles — Category frequencies + Explicit missing-value fill: Category frequencies + Explicit missing-value fill for supplied procurement cycles records (request_days, approval_days). 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-operations-06-112?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","request_days","approval_days"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"request_days":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"approval_days":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","request_days":10,"approval_days":1},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","request_days":20,"approval_days":2},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","request_days":15,"approval_days":3},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","request_days":30,"approval_days":4}],"maxItems":200,"minItems":1},"field":{"enum":["request_days","approval_days"],"type":"string","default":"request_days"},"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_3DdnjG2uvyf6TjwuqJDnQ","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 frequency distributions and fills missing values in procurement cycle records (request_days, approval_days) for up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"I have procurement cycle data for about 150 rows with team_group, request_days, and approval_days — can you run a category frequency report on it and also fill in any missing request_days values using the median?","exampleUseCases":[{"title":"Team group frequency audit","prompt":"I have 120 procurement records with team_group, request_days, and approval_days — can you count how frequently each team group appears and fill any missing request_days values using the mean?"},{"title":"Missing approval days imputation","prompt":"My procurement dataset has nulls in the approval_days column. Can you compute the category frequency breakdown by team group and fill those missing approval_days with the median value? I have about 80 rows."},{"title":"Operations data quality baseline","prompt":"We're doing an ops review and I need a frequency report on our procurement team categories plus a zero-fill for any missing request_days in our 60-row dataset — can you run both reports at once?"}],"resultDescription":"Two analytical reports: (1) a category frequency distribution showing how often each team_group (or category) appears in the dataset, and (2) an explicit missing-value fill report for the specified field (request_days or approval_days) using the chosen method (zero, mean, or median), applied across up to 200 supplied rows.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, team_group, date, request_days, approval_days) cause validation errors","Invalid date format (not YYYY-MM-DD) causes schema rejection","Invalid fill method enum value causes bad request error","Empty rows array returns error","Numeric values outside allowed range cause validation failure"],"whenToPreferThis":"Choose this endpoint when you have procurement cycle tabular data (up to 200 rows) and need both a category frequency summary and missing-value imputation in a single call without relying on external lookups or live data sources. It is ideal for offline batch analytics on supplier or operations data where you want deterministic, local computation at low cost ($0.01 USDC for both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:34:05.933Z","isFirstParty":false,"canonicalSlug":"procurement-cycles-category-frequencies-and-missing-value-fill-3ab4301e"}