{"uid":"cap_RbxzFWh4sKydA4nFbiND2","slug":"research-samples-exact-row-deduplication-and-base-100-series-4b1d328c","name":"Research Samples Exact Row Deduplication and Base-100 Series","description":"Research samples — Exact row deduplication + Base-100 series: Exact row deduplication + Base-100 series 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-07-047?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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_6Kp2tBgvDk8jsqm37jNH4","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 exact row deduplication and Base-100 index series computation on up to 200 research sample records with sample_value and sample_weight fields.","exampleAgentPrompt":"Can you deduplicate these 50 research sample rows and compute a Base-100 index series on the sample_value field, using row index 0 as the base? I need both the deduplication report and the indexed series.","exampleUseCases":[{"title":"Education cohort sample deduplication","prompt":"I have 120 rows of student assessment samples across two course groups with dates and sample values — can you deduplicate exact duplicate rows and produce a Base-100 index series on sample_value starting from index 0?"},{"title":"Weighted sample baseline indexing","prompt":"Take these 80 research records with sample_weight values and run exact row deduplication plus a Base-100 series on sample_weight, anchoring the base at row index 5."},{"title":"Research data audit before analysis","prompt":"Before I run my main analysis, can you clean up this dataset of 200 research samples by removing exact duplicate rows and rebasing the sample_value column to 100 starting from the first row?"}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report showing which rows were duplicates and the cleaned row set, and (2) a Base-100 index series for the selected field (sample_value or sample_weight), anchored at the specified base_index row. Both reports are generated locally without external lookups.","failureModes":["Exceeds 200 row limit — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","base_index out of range (>=number of rows) — error","Missing required fields row_id or sample_value — schema validation failure","All rows are duplicates leaving empty deduplicated set — may produce empty series","Null sample values at base_index row — Base-100 computation undefined"],"whenToPreferThis":"Choose this endpoint when you need both exact duplicate row removal and Base-100 index normalization in a single call on small-to-medium research sample datasets (up to 200 rows) with sample_value and sample_weight fields. Ideal for education research, course group analysis, or any tabular dataset requiring data cleaning and baseline indexing without external data enrichment or live lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:45:37.712Z","isFirstParty":false,"canonicalSlug":"research-samples-exact-row-deduplication-and-base-100-series-4b1d328c"}