{"uid":"cap_5Yz0eqWP0h5x9XkEgdQ8i","slug":"water-monitoring-record-quality-audit-717a919e","name":"Water Monitoring – Record Quality Audit","description":"Water monitoring - Record quality audit: Record quality audit for Water monitoring. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded record quality audit deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-analytics-water-monitoring-quality?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","site","date","litres","cost"],"properties":{"cost":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"site":{"type":"string","default":"","maxLength":80},"litres":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1}},"additionalProperties":false},"default":[{"cost":1,"date":"2026-10-01","site":"group-a","litres":10,"row_id":"row-1"},{"cost":2,"date":"2026-10-02","site":"group-b","litres":20,"row_id":"row-2"},{"cost":3,"date":"2026-10-03","site":"group-a","litres":15,"row_id":"row-3"},{"cost":4,"date":"2026-10-04","site":"group-b","litres":30,"row_id":"row-4"}],"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_dAjQqz_JPQF70-4i5PFZf","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":"Performs a data-quality audit on up to 200 water monitoring records, flagging numeric and structural issues per row.","exampleAgentPrompt":"Can you run a quality audit on these 4 water monitoring records — site group-a on 2026-10-01 with 10 litres at $1, site group-b on 2026-10-02 with 20 litres at $2, site group-a on 2026-10-03 with 15 litres at $3, and site group-b on 2026-10-04 with 30 litres at $4 — and flag any data quality issues per row?","exampleUseCases":[{"title":"Pre-analysis data validation for utility team","prompt":"Before we run our monthly water usage analysis, can you audit these 50 water monitoring records from our sites for any data quality problems — missing values, out-of-range litres, or cost anomalies?"},{"title":"Detecting bad sensor readings at field sites","prompt":"We just pulled water meter readings from 12 field sites for last week — can you do a quality audit on all these rows and tell me which ones have suspicious or invalid data?"},{"title":"Data quality gate before billing reconciliation","prompt":"I need to validate our water consumption records before reconciling billing this quarter — please audit these records flagging any rows where the litres or cost values look wrong or inconsistent."}],"resultDescription":"Returns a per-row quality audit report for each submitted water monitoring record, identifying data issues such as missing values, out-of-range numerics, invalid date formats, or inconsistencies across the site, litres, and cost fields. The output is a bounded deliverable scoped to the submitted batch of up to 200 records.","failureModes":["Batch exceeds 200 rows — request rejected with validation error","Missing required fields (row_id, site, date, litres, cost) causes row-level or request-level failure","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Numeric values outside allowed range cause rejection","Empty rows array rejected (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-cost ($0.01 USDC) data-quality check on water monitoring records before downstream analysis, reporting, or billing. It is purpose-built for water utility data with fields like litres, cost, site, and date — prefer it over general-purpose data validators when working specifically in the water monitoring domain with structured tabular records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T00:56:08.069Z","isFirstParty":false,"canonicalSlug":"water-monitoring-record-quality-audit-717a919e"}