{"uid":"cap_gsktzPNpuI5wzXUXjM79C","slug":"coordinate-quality-checks-two-measure-correlation-keyed-dataset-34f08ddd","name":"Coordinate Quality Checks — Two-Measure Correlation + Keyed Dataset Comparison","description":"Coordinate quality checks — Two-measure correlation + Keyed dataset comparison: Two-measure correlation + Keyed dataset comparison 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-23-183?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"station_group":{"type":"string","default":"","maxLength":80},"checked_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","station_group":"group-a","checked_points":10,"flagged_points":1},{"date":"2026-10-02","row_id":"row-2","station_group":"group-b","checked_points":20,"flagged_points":2},{"date":"2026-10-03","row_id":"row-3","station_group":"group-a","checked_points":15,"flagged_points":3},{"date":"2026-10-04","row_id":"row-4","station_group":"group-b","checked_points":30,"flagged_points":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","checked_points","flagged_points"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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}}},"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_h42ad_v9ee--FPs6cczui","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 (Pearson/Spearman correlation between checked_points and flagged_points, plus a keyed dataset comparison) on up to 200 rows of coordinate quality-check records.","exampleAgentPrompt":"I have two sets of coordinate quality-check records (up to 200 rows each, with fields row_id, station_group, date, checked_points, and flagged_points) — can you run a two-measure correlation between checked and flagged points AND a keyed dataset comparison between the two batches, and give me both reports?","exampleUseCases":[{"title":"Station group flag-rate correlation audit","prompt":"I have 150 rows of daily coordinate QC data across station groups — each row has a row_id, station_group, date, checked_points, and flagged_points. Can you correlate checked_points with flagged_points and also compare this week's dataset against last week's keyed records to see what changed?"},{"title":"Cross-period coordinate data drift check","prompt":"We ran coordinate quality checks in October and November across groups A and B. I have both datasets with row_id, station_group, date, checked_points, and flagged_points. Please compute the two-measure correlation for each period and do a keyed comparison so I can spot any drift between months."},{"title":"QC pipeline regression validation","prompt":"After updating our coordinate inspection pipeline, I want to validate the output hasn't regressed. Here are two batches of up to 200 rows each with row_id, station_group, date, checked_points, and flagged_points — run the correlation and keyed comparison so I can confirm the flag rates are consistent."}],"resultDescription":"Returns two independent analytical reports: (1) a two-measure correlation report quantifying the statistical relationship between checked_points and flagged_points across the supplied rows, and (2) a keyed dataset comparison report highlighting differences between the primary and secondary datasets matched by row_id, station_group, and date. All analysis is performed locally with no external lookups.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows supplied — truncation or rejection","Missing required fields (row_id, station_group, date, checked_points, flagged_points) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","Null values in checked_points or flagged_points may reduce correlation reliability","Mismatched row_ids between primary and secondary datasets — incomplete keyed comparison"],"whenToPreferThis":"Choose this endpoint when you need both a statistical correlation between two numeric quality-check measures AND a structured row-by-row comparison between two versions of the same coordinate QC dataset in a single $0.01 call. It is ideal for offline/batch analytical workflows on up to 200 rows where no live data lookup, prediction, or external enrichment is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T19:11:33.543Z","isFirstParty":false,"canonicalSlug":"coordinate-quality-checks-two-measure-correlation-keyed-dataset-34f08ddd"}