{"uid":"cap_wP1LZi86PsnqNJ1-ODgVL","slug":"coordinate-quality-checks-exact-row-deduplication-explicit-missing-3c7d2260","name":"Coordinate Quality Checks — Exact Row Deduplication + Explicit Missing-Value Fill","description":"Coordinate quality checks — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied coordinate quality checks records (checked_points, flagged_points). 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-23-054?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","checked_points","flagged_points"],"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},"checked_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","station_group":"group-a","checked_points":10,"flagged_points":1},{"date":"2026-10-02","row_id":"row-2","station_group":"group-b","checked_points":20,"flagged_points":2},{"date":"2026-10-03","row_id":"row-3","station_group":"group-a","checked_points":15,"flagged_points":3},{"date":"2026-10-04","row_id":"row-4","station_group":"group-b","checked_points":30,"flagged_points":4}],"maxItems":200,"minItems":1},"field":{"enum":["checked_points","flagged_points"],"type":"string","default":"checked_points"},"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_IEB2lsyVoKaApPEnsRHg4","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":"Deduplicates rows and fills missing values for coordinate quality check records (checked_points, flagged_points), producing 2 analytical reports for up to 200 rows.","exampleAgentPrompt":"Take my coordinate quality check records for station groups A and B across October 2026 — up to 200 rows with checked_points and flagged_points — deduplicate any exact duplicate rows and fill missing checked_points values using the median method, then give me both reports.","exampleUseCases":[{"title":"Clean weather station QC batch","prompt":"I have 150 rows of coordinate quality check data for multiple station groups across Q3, with some duplicate rows and nulls in the checked_points column — can you deduplicate the exact duplicates and fill those missing checked_points values using the mean, then give me the two cleaned reports?"},{"title":"Median imputation for flagged points","prompt":"My coordinate QC dataset has some missing flagged_points values scattered across different station groups and dates. Please deduplicate any identical rows and fill in those missing flagged_points using median imputation — I need both analytical reports back."},{"title":"Zero-fill missing QC metrics","prompt":"Run a deduplication pass and zero-fill on my coordinate quality check records — I've got about 80 rows with row IDs, station groups, dates, and some null checked_points entries. Use zero as the fill method and return both reports."}],"resultDescription":"Two independent analytical reports covering: (1) exact row deduplication results for the supplied coordinate quality check records, and (2) explicit missing-value fill results for the specified field (checked_points or flagged_points) using the chosen method (zero, mean, or median). Reports are generated from the supplied data using local analytical engines with no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, station_group) in one or more rows — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Unsupported fill method or field enum value — rejected","Empty rows array — minimum 1 item required","Payment not provided or insufficient USDC — 402 response"],"whenToPreferThis":"Choose this endpoint when you need to clean a batch of coordinate quality check records by removing exact duplicate rows and imputing missing numeric values (checked_points or flagged_points) with a chosen strategy (zero, mean, or median), and want two ready-to-use reports in a single low-cost call. Prefer it over general-purpose data cleaning tools when your data specifically follows the station_group/date/checked_points/flagged_points schema and you want a combined deduplication + imputation output without external dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:37:54.358Z","isFirstParty":false,"canonicalSlug":"coordinate-quality-checks-exact-row-deduplication-explicit-missing-3c7d2260"}