{"uid":"cap_AsgQ265N49bNHsfR8zMGy","slug":"water-service-coverage-duplicate-key-report-grouped-numeric-summary-d01ab273","name":"Water Service Coverage – Duplicate Key Report + Grouped Numeric Summary","description":"Water service coverage — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary 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-19-056?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_YO7v1WiDjw4K8sbuL1Xy2","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":"Analyzes up to 200 water service coverage records to produce a duplicate key report and a grouped numeric summary for served_households or total_households fields.","exampleAgentPrompt":"I have a set of water service coverage records with region, date, served_households, and total_households — can you check them for duplicate row IDs and give me a grouped numeric summary of served_households by region? Here are up to 200 rows.","exampleUseCases":[{"title":"Auditing water coverage data quality","prompt":"I've got 150 water service coverage records with row IDs, regions, dates, served_households, and total_households. Can you scan them for duplicate row IDs and also give me a grouped numeric summary of served_households broken down by region?"},{"title":"Regional household coverage summary","prompt":"Here are my water utility records for Q3 — each row has a row_id, region, date, served_households, and total_households. Please group them by region and give me a numeric summary for total_households, and also flag any duplicate row IDs you find."},{"title":"Pre-submission data validation for water report","prompt":"Before I submit this water service dataset to my agency, can you run it through a duplicate key check on the row IDs and produce a grouped summary of served_households by region? I have about 80 records covering multiple regions."}],"resultDescription":"Returns two analytical reports: (1) a duplicate key report identifying any repeated row_id values across the supplied records, and (2) a grouped numeric summary (e.g. count, sum, mean, min, max) of the selected numeric field (served_households or total_households) aggregated by region. Both reports are derived entirely from the input data with no external lookups.","failureModes":["Missing required fields (row_id, region, date, served_households, total_households) returns a validation error","Exceeding 200 rows causes a rejection or truncation","Invalid date format (not YYYY-MM-DD) fails schema validation","Invalid field enum value (not served_households or total_households) causes an error","Empty rows array is rejected","Payment not attached or insufficient USDC causes 402 response"],"whenToPreferThis":"Choose this endpoint when you have structured water service coverage tabular data (up to 200 rows) and need both a duplicate key audit on row IDs and a grouped numeric summary of household metrics — all in a single low-cost call. It is ideal for data quality checks before reporting or aggregation pipelines, and is not suitable for real-time lookups, predictions, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:34:58.271Z","isFirstParty":false,"canonicalSlug":"water-service-coverage-duplicate-key-report-grouped-numeric-summary-d01ab273"}