{"uid":"cap_xVG2II2RTVpx4VgwBYFk0","slug":"sensor-calibration-record-quality-audit-two-measure-correlation-c3468b5b","name":"Sensor Calibration Record Quality Audit + Two-Measure Correlation","description":"Sensor calibration — Record quality audit + Two-measure correlation: Record quality audit + Two-measure correlation for supplied sensor calibration records (reference_value, sensor_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-20-015?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","reference_value","sensor_value"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"sensor_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"station_group":{"type":"string","default":"","maxLength":80},"reference_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","sensor_value":1,"station_group":"group-a","reference_value":10},{"date":"2026-10-02","row_id":"row-2","sensor_value":2,"station_group":"group-b","reference_value":20},{"date":"2026-10-03","row_id":"row-3","sensor_value":3,"station_group":"group-a","reference_value":15},{"date":"2026-10-04","row_id":"row-4","sensor_value":4,"station_group":"group-b","reference_value":30}],"maxItems":200,"minItems":1}}},"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_0uyh2XSGbH15BL4M__xXP","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 analytical reports on sensor calibration data: a record quality audit and a two-measure correlation between reference and sensor values, for up to 200 rows.","exampleAgentPrompt":"Can you audit these 50 sensor calibration rows for data quality issues and also run a correlation analysis between the reference_value and sensor_value columns? Here are the records with row_id, station_group, date, reference_value, and sensor_value for each.","exampleUseCases":[{"title":"Calibration drift detection for weather stations","prompt":"I have 120 rows of weather station calibration data with reference_value and sensor_value readings across multiple station groups and dates — can you run a quality audit and correlation report on all of them to see how well the sensors are tracking the reference instrument?"},{"title":"Pre-deployment sensor validation check","prompt":"Before we deploy these sensors in the field, I want to run a quality audit and a two-measure correlation on our 80 calibration records to spot any bad rows or misaligned readings between reference and sensor values."},{"title":"Monthly calibration QA report for lab instruments","prompt":"Here are this month's calibration records for our lab — 45 rows with row_id, station_group, date, reference_value, and sensor_value. Please produce a record quality audit and a correlation report between the two measurement columns."}],"resultDescription":"Returns two analytical reports: (1) a record quality audit flagging missing values, malformed entries, or anomalies across the supplied rows, and (2) a two-measure correlation report quantifying the statistical relationship between reference_value and sensor_value columns, computed locally without any external lookups.","failureModes":["Exceeding 200 rows results in rejection or truncation","Rows missing required fields (row_id, date, reference_value, sensor_value) may cause errors or be excluded","Dates not matching YYYY-MM-DD pattern will fail schema validation","All-null numeric columns may produce undefined or degenerate correlation results","Insufficient row count may yield statistically unreliable correlation output"],"whenToPreferThis":"Choose this endpoint when you have raw sensor calibration records with reference and sensor value pairs and need both a data quality audit and a correlation analysis in a single low-cost call, without requiring live data lookup, prediction, or external enrichment. Ideal for batch QA workflows on up to 200 calibration rows where both reports are needed together.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T19:10:39.947Z","isFirstParty":false,"canonicalSlug":"sensor-calibration-record-quality-audit-two-measure-correlation-c3468b5b"}