{"uid":"cap_AGYGmU6zuzGznIuyaZMB0","slug":"sampling-observations-exact-row-deduplication-duplicate-key-report-9364d6f2","name":"Sampling Observations — Exact Row Deduplication + Duplicate Key Report","description":"Sampling observations — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied sampling observations records (sample_value, sample_weight). 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-analytics-15-038?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","sample_value","sample_weight"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"sample_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"sample_weight":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","sample_value":10,"dataset_group":"group-a","sample_weight":1},{"date":"2026-10-02","row_id":"row-2","sample_value":20,"dataset_group":"group-b","sample_weight":2},{"date":"2026-10-03","row_id":"row-3","sample_value":15,"dataset_group":"group-a","sample_weight":3},{"date":"2026-10-04","row_id":"row-4","sample_value":30,"dataset_group":"group-b","sample_weight":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_AbSFEH9lCUmFbnkF0Sf5d","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":"Deduplicates sampling observation records by exact row match and generates a duplicate key report, processing up to 200 rows with two analytical reports per call.","exampleAgentPrompt":"Can you deduplicate my sampling observations and give me a duplicate key report? Here are my rows — each has a row_id, dataset_group, date, sample_value, and sample_weight — and I need both the exact row deduplication result and the duplicate key report.","exampleUseCases":[{"title":"Survey data cleanup before analysis","prompt":"I have up to 150 sampling observation records from my survey with row_id, dataset_group, date, sample_value, and sample_weight fields — can you run exact row deduplication and produce a duplicate key report so I can clean them before running statistics?"},{"title":"Audit sampling dataset for repeated entries","prompt":"Before I hand off this dataset to the client, I need to check for duplicate rows in my 80 sampling observations — each row has a row_id, group label, date, sample value, and sample weight. Can you give me both the deduplication result and a report on any duplicate keys?"},{"title":"QA pipeline for incoming sample records","prompt":"As part of my quality assurance step, I want to deduplicate these 200 incoming sampling observation rows and get a duplicate key report — the records include row_id, dataset_group, date, sample_value, and sample_weight fields."}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication result identifying and removing fully identical rows from the supplied sampling observations, and (2) a duplicate key report flagging records that share duplicate key values across the dataset. Both reports are computed locally from the submitted data with no external lookups.","failureModes":["More than 200 rows submitted — request exceeds maxItems limit and will be rejected","Missing required fields (row_id, dataset_group, date, sample_value, sample_weight) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers pattern validation failure","Values outside allowed numeric range (±1,000,000,000,000) cause schema rejection","Empty rows array (minItems:1 not met) results in error","Payment not included or insufficient USDC causes x402 payment failure"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and a duplicate key report for sampling observation data (with sample_value and sample_weight fields) in a single call for up to 200 rows. It is ideal for lightweight, self-contained data quality checks on survey or sampling datasets without requiring external data sources, live lookups, or prediction services. Prefer it over general-purpose analytics tools when you specifically need these two pre-packaged deduplication reports at low cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:39:07.210Z","isFirstParty":false,"canonicalSlug":"sampling-observations-exact-row-deduplication-duplicate-key-report-9364d6f2"}