{"uid":"cap_2y4v04IgTAVCjCQ4JHAEx","slug":"sensor-calibration-measurements-record-quality-audit-8f7fb6c3","name":"Sensor Calibration Measurements — Record Quality Audit","description":"Sensor calibration measurements - Record quality audit: Record quality audit for Sensor calibration measurements. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded record quality audit report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-sensor-calibration-quality?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","device","date","reference_value","measured_value"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"device":{"type":"string","default":"","maxLength":80},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"measured_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"reference_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","device":"group-a","row_id":"row-1","measured_value":1,"reference_value":10},{"date":"2026-10-02","device":"group-b","row_id":"row-2","measured_value":2,"reference_value":20},{"date":"2026-10-03","device":"group-a","row_id":"row-3","measured_value":3,"reference_value":15},{"date":"2026-10-04","device":"group-b","row_id":"row-4","measured_value":4,"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_6M_WoR6IcmhTm08qyTDTa","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":"Audits up to 200 sensor calibration measurement records for data quality issues, producing a bounded descriptive analytics report with no enrichment or forecasting.","exampleAgentPrompt":"Can you run a record quality audit on these sensor calibration measurements? I have up to 50 rows, each with a row ID, device name, date, reference value, and measured value — just tell me where the data quality issues are.","exampleUseCases":[{"title":"Pre-deployment calibration data check","prompt":"Before we deploy this batch of sensors, can you audit our calibration measurement records — I have about 80 rows with device names, dates, reference values, and measured values — and flag any quality problems?"},{"title":"Routine QA review for lab instruments","prompt":"I need a quality audit report on last month's calibration data for our lab instruments. I'll supply the rows with device IDs, dates, and both reference and measured values — just tell me which records look bad."},{"title":"Identifying faulty device calibration records","prompt":"Can you check these 150 calibration measurement records from our sensor fleet and tell me which devices have the most data quality issues based on their reference and measured values?"}],"resultDescription":"A bounded record quality audit report covering the submitted sensor calibration rows. The report includes local descriptive analytics such as completeness checks, null value counts, value range summaries, and per-device breakdowns — without any enrichment, prediction, or external data lookup.","failureModes":["Empty rows array or missing required fields (row_id, device, date, reference_value, measured_value) cause validation errors","More than 200 rows submitted exceeds the maxItems limit and will be rejected","Malformed date strings not matching YYYY-MM-DD pattern will fail schema validation","Values outside the numeric bounds (±1,000,000,000,000) will be rejected","Payment not included or insufficient USDC will result in a 402 response"],"whenToPreferThis":"Choose this endpoint when you have raw sensor calibration tabular data (up to 200 rows) and need a quick, cheap ($0.01) local descriptive quality audit — specifically to assess record completeness, value validity, and per-device data quality without needing forecasting, enrichment, or external reference databases.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:09:14.969Z","isFirstParty":false,"canonicalSlug":"sensor-calibration-measurements-record-quality-audit-8f7fb6c3"}