{"uid":"cap_vhOqIKby4hc_qyzmsAQbt","slug":"coordinate-quality-checks-exact-row-deduplication-secondary-measure-f4c3d835","name":"Coordinate Quality Checks — Exact Row Deduplication + Secondary-Measure Weighted Mean","description":"Coordinate quality checks — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean 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-23-051?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"}}},"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_jb2FVGeajNmizjmDuxtLy","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 coordinate quality check records and computes a secondary-measure weighted mean for checked_points and flagged_points data, returning two analytical reports.","exampleAgentPrompt":"Deduplicate my coordinate quality check records and compute a weighted mean for checked_points — I have 4 rows across two station groups (group-a and group-b) with dates from 2026-10-01 to 2026-10-04, and I want both the deduplication and weighted mean reports.","exampleUseCases":[{"title":"Station group quality audit","prompt":"I have daily coordinate quality check logs for two station groups over the past week — can you deduplicate the rows and give me a weighted mean of checked_points so I can see which groups are processing the most data?"},{"title":"Flagged points anomaly summary","prompt":"Run a deduplication and secondary-measure weighted mean on these coordinate quality records using flagged_points as the field — I want to know if any rows are duplicated and what the weighted average of flagged points looks like across my station groups."},{"title":"Pre-reporting data cleanup","prompt":"Before I submit my monthly coordinate quality report, can you clean up these records by removing exact duplicate rows and computing the weighted mean of checked_points for up to 150 rows across all my station groups?"}],"resultDescription":"Two analytical reports: (1) an exact row deduplication summary identifying and removing duplicate records from the input, and (2) a secondary-measure weighted mean calculation for the selected field (checked_points or flagged_points) across the supplied rows, covering up to 200 input rows processed locally without external lookup.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, station_group, checked_points, or flagged_points) — validation error","Invalid date format (not YYYY-MM-DD pattern) — schema validation failure","All rows are duplicates — deduplication report returns empty deduplicated set","Null values in numeric fields may affect weighted mean computation","Payment not processed — x402 payment required before response"],"whenToPreferThis":"Choose this endpoint when you need to clean coordinate quality check records by removing exact duplicates and simultaneously compute a weighted mean on either checked_points or flagged_points, all in a single low-cost call. Ideal for pre-processing station group data before reporting, or for quick analytical summaries of quality check metrics without needing an external database or live data source.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:38:32.513Z","isFirstParty":false,"canonicalSlug":"coordinate-quality-checks-exact-row-deduplication-secondary-measure-f4c3d835"}