{"uid":"cap_SK3DjVub6CQADY6Q2ggJJ","slug":"fleet-fuel-records-explicit-missing-value-fill-285b4bea","name":"Fleet Fuel Records – Explicit Missing-Value Fill","description":"Fleet fuel records - Explicit missing-value fill: Explicit missing-value fill for Fleet fuel records. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded explicit missing-value fill report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-fleet-fuel-records-fill-missing?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","vehicle","date","distance_km","fuel_litres"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"vehicle":{"type":"string","default":"","maxLength":80},"distance_km":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"fuel_litres":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","vehicle":"group-a","distance_km":10,"fuel_litres":1},{"date":"2026-10-02","row_id":"row-2","vehicle":"group-b","distance_km":20,"fuel_litres":2},{"date":"2026-10-03","row_id":"row-3","vehicle":"group-a","distance_km":15,"fuel_litres":3},{"date":"2026-10-04","row_id":"row-4","vehicle":"group-b","distance_km":30,"fuel_litres":4}],"maxItems":200,"minItems":1},"field":{"enum":["distance_km","fuel_litres"],"type":"string","default":"distance_km"},"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_8CvY4nJFFPWmRzJT9nsDQ","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":"Fills missing numeric values (distance_km or fuel_litres) in fleet fuel records using zero, mean, or median imputation across up to 200 rows.","exampleAgentPrompt":"I have 15 fleet fuel records for vehicles group-a and group-b from October 2026, some with null fuel_litres values — can you fill those missing entries using the median method?","exampleUseCases":[{"title":"Monthly fleet fuel report prep","prompt":"I need to clean up my October fleet fuel logs before running reports — I have about 80 rows across 12 vehicles and some distance_km values are missing. Can you fill in the blanks using the median for each gap?"},{"title":"Zero-filling missing entries for compliance","prompt":"Our compliance export requires no null values in fuel_litres for all 50 fleet records from last quarter — can you fill any missing fuel_litres with zero so I can submit the report?"},{"title":"Mean imputation for fuel efficiency analysis","prompt":"Before I calculate fuel efficiency across my 120 vehicle records, I need to impute the missing distance_km values using the mean — can you do that imputation and give me the filled dataset?"}],"resultDescription":"A report of up to 200 fleet fuel records with null values in the selected field (distance_km or fuel_litres) replaced by the chosen method (zero, mean, or median), along with descriptive analytics on the fill. No external enrichment or forecasting is performed.","failureModes":["Empty rows array (minItems:1 violated) — request rejected","More than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","Unknown field value outside enum [distance_km, fuel_litres] — validation error","Unknown method value outside enum [zero, mean, median] — validation error","All records already complete with no nulls — fill report returns unchanged data"],"whenToPreferThis":"Choose this endpoint when you have up to 200 fleet fuel records with missing numeric values (distance_km or fuel_litres) and need a simple, bounded imputation using zero, mean, or median — ideal for data cleaning before local analytics. Prefer this over general-purpose imputation services when the input is specifically fleet fuel tabular data and you want a cost-effective ($0.01 USDC), no-enrichment, local descriptive report.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T00:59:52.221Z","isFirstParty":false,"canonicalSlug":"fleet-fuel-records-explicit-missing-value-fill-285b4bea"}