{"uid":"cap_4iTp2ojAzsHrFLFrBc3LD","slug":"coordinate-quality-checks-keyed-dataset-comparison-explicit-missing-483cc72d","name":"Coordinate Quality Checks — Keyed Dataset Comparison + Explicit Missing-Value Fill","description":"Coordinate quality checks — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + 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-23-190?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"station_group":{"type":"string","default":"","maxLength":80},"checked_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","station_group":"group-a","checked_points":10,"flagged_points":1},{"date":"2026-10-02","row_id":"row-2","station_group":"group-b","checked_points":20,"flagged_points":2},{"date":"2026-10-03","row_id":"row-3","station_group":"group-a","checked_points":15,"flagged_points":3},{"date":"2026-10-04","row_id":"row-4","station_group":"group-b","checked_points":30,"flagged_points":4}],"maxItems":200,"minItems":1},"field":{"enum":["checked_points","flagged_points"],"type":"string","default":"checked_points"},"other":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","checked_points","flagged_points"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"flagged_points":2},{"date":"2026-10-03","row_id":"row-3","station_group":"group-a","checked_points":17,"flagged_points":3},{"date":"2026-10-04","row_id":"row-4","station_group":"group-b","checked_points":33,"flagged_points":4}],"maxItems":200,"minItems":0},"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_1U_030WtWx2fhpGjwY3iB","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":"Compares two keyed datasets of coordinate quality check records (checked_points, flagged_points) and fills missing values, producing up to 2 analytical reports for up to 200 rows.","exampleAgentPrompt":"Compare these two batches of coordinate quality check records — rows and other — for station groups across dates in October 2026, using the checked_points field, and fill in any missing values; I need both comparison and fill reports for up to 200 rows.","exampleUseCases":[{"title":"Weather station QC discrepancy audit","prompt":"I have two versions of my weather station quality check logs for October 2026 — a baseline and an updated run — with checked_points and flagged_points per station group. Can you compare them row by row and highlight any differences, and also fill in any nulls?"},{"title":"Flagged-point anomaly reconciliation","prompt":"Run a keyed comparison on my two coordinate quality datasets using the flagged_points field — I want to see which rows changed between the two versions and have any missing flagged_points values filled in automatically."},{"title":"Multi-station data completeness check","prompt":"I've got quality check records for groups A and B across several dates, but some checked_points values are null. Compare the two datasets and fill all the missing values so I can get clean reports for both."}],"resultDescription":"Two analytical reports: a keyed dataset comparison report showing row-by-row differences between the primary and secondary datasets, and a missing-value fill report that replaces null checked_points or flagged_points values with inferred values — all computed locally with no external lookups, for up to 200 rows.","failureModes":["More than 200 rows submitted — request rejected or truncated","Invalid date format (must be YYYY-MM-DD) — validation error","Missing required fields (row_id, station_group, date) — schema error","Values exceeding numeric bounds (±1,000,000,000,000) — validation error","Empty rows array — minimum 1 item required","Payment not fulfilled via x402 protocol — 402 response"],"whenToPreferThis":"Choose this endpoint when you have two keyed coordinate quality check datasets (with checked_points and flagged_points columns) and need both a row-by-row comparison and a missing-value fill in a single call, for up to 200 rows, without any need for live data lookup or external prediction. It is purpose-built for weather/geospatial QC audit workflows at low cost ($0.01 USDC for 2 reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T12:40:34.151Z","isFirstParty":false,"canonicalSlug":"coordinate-quality-checks-keyed-dataset-comparison-explicit-missing-483cc72d"}