{"uid":"cap_nmWTws8fzzuakRn05XpHt","slug":"network-throughput-explicit-missing-value-fill-0cb23595","name":"Network Throughput – Explicit Missing-Value Fill","description":"Network throughput - Explicit missing-value fill: Explicit missing-value fill for Network throughput. 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-network-throughput-fill-missing?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","network_interface","date","ingress_bytes","egress_bytes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"egress_bytes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"ingress_bytes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"network_interface":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","egress_bytes":1,"ingress_bytes":10,"network_interface":"group-a"},{"date":"2026-10-02","row_id":"row-2","egress_bytes":2,"ingress_bytes":20,"network_interface":"group-b"},{"date":"2026-10-03","row_id":"row-3","egress_bytes":3,"ingress_bytes":15,"network_interface":"group-a"},{"date":"2026-10-04","row_id":"row-4","egress_bytes":4,"ingress_bytes":30,"network_interface":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["ingress_bytes","egress_bytes"],"type":"string","default":"ingress_bytes"},"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_8pYssecddXp-rqE-0QBWz","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 ingress_bytes or egress_bytes values in network throughput records using zero, mean, or median imputation, returning a completed dataset with up to 200 rows.","exampleAgentPrompt":"I have a set of daily network throughput records for interfaces like 'eth0' and 'eth1' with some null ingress_bytes values — can you fill those missing values using the median of the non-null rows and give me back the completed dataset?","exampleUseCases":[{"title":"Clean up sparse network monitoring export","prompt":"I exported 90 days of network interface traffic data but about 15 rows are missing ingress_bytes — fill those gaps using the median value so I can run analysis on the complete dataset."},{"title":"Zero-fill missing egress data for reporting","prompt":"For our monthly network report I need to fill any null egress_bytes entries with zero so the totals don't break — can you process these records and return them with the blanks filled in?"},{"title":"Mean imputation before anomaly detection","prompt":"Before I run anomaly detection on our network throughput data, I need to impute missing ingress_bytes using the mean of the available readings — here are the records for interfaces 'core-switch' and 'uplink-1'."}],"resultDescription":"Returns a completed set of network throughput records (up to 200 rows) where null or missing values in the specified field (ingress_bytes or egress_bytes) have been replaced using the chosen method (zero, mean, or median). Includes a bounded missing-value fill report summarizing what was imputed.","failureModes":["Empty rows array or exceeding 200 rows returns a validation error","Invalid date format (not YYYY-MM-DD) causes rejection","Both ingress_bytes and egress_bytes are null in all rows making mean/median undefined","Unrecognized network_interface or row_id values exceeding maxLength 80 cause schema rejection","Invalid method or field enum value causes a 400-level error","Payment of 0.01 USDC not supplied causes 402 Payment Required"],"whenToPreferThis":"Choose this endpoint when you have a small batch (≤200 rows) of network throughput records with sporadic null byte values and need a fast, local statistical imputation (zero, mean, or median) without sending data to an external enrichment or forecasting service. Ideal for data-cleaning pipelines before analytics or reporting steps.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:41.645Z","isFirstParty":false,"canonicalSlug":"network-throughput-explicit-missing-value-fill-0cb23595"}