{"uid":"cap_LQpliLJ8UM1b4xq17xl9F","slug":"forecast-verification-inputs-duplicate-key-report-base-100-series-29dd1541","name":"Forecast Verification Inputs — Duplicate Key Report + Base-100 Series","description":"Forecast verification inputs — Duplicate key report + Base-100 series: Duplicate key report + Base-100 series for supplied forecast verification inputs records (forecast_value, observed_value). 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-weather-24-063?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","forecast_value","observed_value"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"station_group":{"type":"string","default":"","maxLength":80},"forecast_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"observed_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","station_group":"group-a","forecast_value":10,"observed_value":1},{"date":"2026-10-02","row_id":"row-2","station_group":"group-b","forecast_value":20,"observed_value":2},{"date":"2026-10-03","row_id":"row-3","station_group":"group-a","forecast_value":15,"observed_value":3},{"date":"2026-10-04","row_id":"row-4","station_group":"group-b","forecast_value":30,"observed_value":4}],"maxItems":200,"minItems":1},"field":{"enum":["forecast_value","observed_value"],"type":"string","default":"forecast_value"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_M97s_sc8U6w-0zYRcj50o","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":"Runs two local analytical reports on forecast verification data: a duplicate key detection report and a base-100 index series, for up to 200 rows of forecast/observed value pairs.","exampleAgentPrompt":"Check my forecast verification data for duplicate row IDs and also build a base-100 index series on the forecast_value field starting from index 0 — I have 4 rows with station groups 'group-a' and 'group-b' dated 2026-10-01 through 2026-10-04.","exampleUseCases":[{"title":"Duplicate key audit for forecast records","prompt":"I have 150 rows of weather forecast vs observed temperature readings with row IDs, station groups, and dates — can you scan them for any duplicate key combinations and flag the offenders?"},{"title":"Base-100 normalization of observed values","prompt":"Take my forecast verification dataset of 80 rows and build a base-100 index series on the observed_value field starting from row index 0, so I can compare trends across station groups on a common scale."},{"title":"Data quality check before model evaluation","prompt":"Before I run my forecast accuracy model, can you check this batch of 200 forecast/observed value records for duplicate row IDs and also produce a base-100 series on forecast_value starting at index 0?"}],"resultDescription":"Returns two independent reports computed locally against the supplied rows: (1) a duplicate key report identifying any rows sharing the same key fields, and (2) a base-100 index series for the specified field (forecast_value or observed_value) anchored at the chosen base_index row. No external data is fetched.","failureModes":["Rows array is empty or missing — validation error returned","More than 200 rows submitted — request rejected with max-items error","Invalid date format (not YYYY-MM-DD) — schema validation failure","base_index exceeds number of rows provided — out-of-range error","forecast_value or observed_value outside allowed numeric range — validation error","field enum value not recognized — schema error"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously audit forecast verification data for duplicate keys AND produce a normalized base-100 index series in a single low-cost call. It is ideal for pre-processing weather forecast vs observed value datasets before downstream accuracy analysis, when you do not need live weather lookups or external model predictions — just local, deterministic analytical reports on your own supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:37:22.269Z","isFirstParty":false,"canonicalSlug":"forecast-verification-inputs-duplicate-key-report-base-100-series-29dd1541"}