{"uid":"cap_nMFi3q-wNb2m9b_WZboI3","slug":"water-service-coverage-record-quality-audit-numeric-distribution-b82d8653","name":"Water Service Coverage — Record Quality Audit + Numeric Distribution","description":"Water service coverage — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution for supplied water service coverage records (served_households, total_households). 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-economics-19-004?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","region","date","served_households","total_households"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"region":{"type":"string","default":"","maxLength":80},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_households":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"served_households":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","region":"group-a","row_id":"row-1","total_households":1,"served_households":10},{"date":"2026-10-02","region":"group-b","row_id":"row-2","total_households":2,"served_households":20},{"date":"2026-10-03","region":"group-a","row_id":"row-3","total_households":3,"served_households":15},{"date":"2026-10-04","region":"group-b","row_id":"row-4","total_households":4,"served_households":30}],"maxItems":200,"minItems":1},"field":{"enum":["served_households","total_households"],"type":"string","default":"served_households"}}},"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_MLlox7tL-VbezznEcF4QK","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 (record quality audit and numeric distribution) on up to 200 rows of water service coverage data containing served_households and total_households fields.","exampleAgentPrompt":"Can you audit the quality of my water service coverage records and show me the numeric distribution of served_households? I have about 50 rows with region, date, served_households, and total_households fields.","exampleUseCases":[{"title":"Water utility data quality check","prompt":"I have a CSV of water coverage records for 120 regions with served_households and total_households columns. Can you run a record quality audit and show me the numeric distribution of served_households so I can spot any bad data before publishing?"},{"title":"Household coverage anomaly detection","prompt":"Before I submit my quarterly water service report, can you audit these 80 rows of household coverage data and give me a distribution breakdown of total_households to flag anything that looks off?"},{"title":"Regional water access data profiling","prompt":"I'm preparing a water access dataset for 150 regional records. Run a quality audit and numeric distribution on the served_households field so I can see where the data is clean and where it might have issues."}],"resultDescription":"Two independent analytical reports: (1) a record quality audit covering completeness, validity, and anomaly flags for the supplied water service coverage rows; and (2) a numeric distribution summary for the selected field (served_households or total_households), covering statistical spread, counts, and distribution characteristics. Covers up to 200 input rows. All analysis is performed locally with no external lookups.","failureModes":["Input array is empty or exceeds 200 rows — validation error returned","Required fields (row_id, region, date, served_households, total_households) missing from one or more rows — row-level errors flagged","Date field does not match YYYY-MM-DD pattern — row rejected or flagged","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — validation error","Invalid field enum value (must be served_households or total_households) — request rejected"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-cost ($0.01 USDC) dual-report analysis — record quality audit plus numeric distribution — on a batch of water service coverage records (up to 200 rows). It is ideal for pre-submission data validation, data pipeline quality gates, or exploratory profiling of household water access datasets where no external lookup, prediction, or live data enrichment is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:37:23.196Z","isFirstParty":false,"canonicalSlug":"water-service-coverage-record-quality-audit-numeric-distribution-b82d8653"}