{"uid":"cap_Dsf29CnauZNTNMd9T08GJ","slug":"solar-generation-observations-explicit-missing-value-fill-6ed45fa9","name":"Solar Generation Observations – Explicit Missing-Value Fill","description":"Solar generation observations - Explicit missing-value fill: Explicit missing-value fill for Solar generation observations. 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-solar-generation-fill-missing?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","solar_array","date","generation_kwh","irradiance_w_m2"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"solar_array":{"type":"string","default":"","maxLength":80},"generation_kwh":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"irradiance_w_m2":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","solar_array":"group-a","generation_kwh":10,"irradiance_w_m2":1},{"date":"2026-10-02","row_id":"row-2","solar_array":"group-b","generation_kwh":20,"irradiance_w_m2":2},{"date":"2026-10-03","row_id":"row-3","solar_array":"group-a","generation_kwh":15,"irradiance_w_m2":3},{"date":"2026-10-04","row_id":"row-4","solar_array":"group-b","generation_kwh":30,"irradiance_w_m2":4}],"maxItems":200,"minItems":1},"field":{"enum":["generation_kwh","irradiance_w_m2"],"type":"string","default":"generation_kwh"},"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_bOw5DrDovN42VOlXju0LI","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 (generation_kwh or irradiance_w_m2) in solar generation observation records using zero, mean, or median imputation across up to 200 rows.","exampleAgentPrompt":"I have up to 200 solar generation records for arrays like 'group-a' and 'group-b' with some null generation_kwh values — can you fill those missing entries using the median of the available readings and give me the completed dataset?","exampleUseCases":[{"title":"Clean solar dataset before reporting","prompt":"My solar generation CSV for October has some missing generation_kwh entries for array 'roof-south' — can you fill those nulls using the median so I can run my monthly energy report without gaps?"},{"title":"Impute missing irradiance readings","prompt":"I've got 150 daily solar observation rows where some irradiance_w_m2 values are null — please fill them using the mean of the non-null irradiance readings across the dataset."},{"title":"Zero-fill missing generation for billing","prompt":"Before I submit generation data to our billing system, I need any missing generation_kwh values for arrays 'east-wing' and 'west-wing' replaced with zero — can you process these 80 rows and return the filled records?"}],"resultDescription":"A report containing the input observation records with all null values in the specified field (generation_kwh or irradiance_w_m2) replaced by the chosen imputation value (zero, mean, or median of the non-null values), along with descriptive analytics summarizing the fill operation — no forecasting or external enrichment is included.","failureModes":["Empty rows array or more than 200 rows returns validation error","Invalid date format (not YYYY-MM-DD) causes row rejection","Unrecognized field name outside enum [generation_kwh, irradiance_w_m2] returns error","Unrecognized method outside enum [zero, mean, median] returns error","All values for target field are null, making mean/median undefined","Payment not supplied or insufficient USDC causes 402 rejection","row_id missing or empty string triggers required-field validation failure"],"whenToPreferThis":"Use this endpoint when you need a lightweight, pay-per-call missing-value imputation for solar generation time-series data (up to 200 rows) without building your own data pipeline. It is ideal for pre-processing solar array datasets before analytics or billing, where you need zero, mean, or median fill on generation_kwh or irradiance_w_m2 fields specifically. Prefer this over general-purpose data tools when working within the solar/renewable energy domain and needing a bounded, cost-predictable ($0.01 per call) operation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T06:58:10.999Z","isFirstParty":false,"canonicalSlug":"solar-generation-observations-explicit-missing-value-fill-6ed45fa9"}