{"uid":"cap_zkrxDe84Jw2_3P1ktDU82","slug":"research-samples-duplicate-key-report-numeric-interval-filter-96ee9c64","name":"Research Samples — Duplicate Key Report + Numeric Interval Filter","description":"Research samples — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter for supplied research samples 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-education-07-059?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_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},"course_group":{"type":"string","default":"","maxLength":80},"sample_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"sample_weight":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","sample_value":10,"sample_weight":1},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","sample_value":20,"sample_weight":2},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","sample_value":15,"sample_weight":3},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","sample_value":30,"sample_weight":4}],"maxItems":200,"minItems":1},"field":{"enum":["sample_value","sample_weight"],"type":"string","default":"sample_value"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_3vEeak2zDik0bXtSYg4k5","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 research sample rows to produce a duplicate key report and a numeric interval filter report for sample_value or sample_weight fields.","exampleAgentPrompt":"Check my research sample dataset for duplicate row IDs and also filter sample_value between 10 and 150 — I have about 80 rows with row_id, course_group, date, sample_value, and sample_weight fields.","exampleUseCases":[{"title":"Duplicate detection in course sample data","prompt":"I have 120 research sample rows from different course groups and I need to know if any row_ids are duplicated — can you run a duplicate key report on them?"},{"title":"Range filtering of sample measurements","prompt":"From my dataset of 60 research samples, give me only the rows where sample_weight falls between 5 and 50 — I need to filter out anything outside that interval."},{"title":"Combined QA pass on uploaded samples","prompt":"Before I process my 200-row research sample file, run both a duplicate key check and filter sample_value between 0 and 100 so I can catch data issues in one shot."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report listing any row_ids that appear more than once in the input, and (2) a numeric interval filter report showing which rows have the specified field (sample_value or sample_weight) within the given minimum–maximum range. Results are computed locally from the supplied data with no external lookups.","failureModes":["Exceeding 200 rows will cause rejection — keep input within maxItems limit","Invalid date format (not YYYY-MM-DD) will fail schema validation","Missing required fields (row_id, course_group, date, sample_value, sample_weight) will cause request rejection","Minimum greater than maximum in interval filter may return empty result set","Payment failure via x402 protocol will block execution"],"whenToPreferThis":"Choose this endpoint when you need both duplicate key detection and numeric range filtering on research sample data in a single low-cost call. It is ideal for data quality checks on small-to-medium datasets (up to 200 rows) with sample_value and sample_weight fields. It does not perform live lookups, predictions, or external enrichment — use it purely for local analytical reporting on data you supply directly.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:45:45.405Z","isFirstParty":false,"canonicalSlug":"research-samples-duplicate-key-report-numeric-interval-filter-96ee9c64"}