{"uid":"cap_2FStFYtP2yHju1dBkEB8M","slug":"duplicate-observations-record-quality-audit-base-100-series-6682a724","name":"Duplicate Observations — Record Quality Audit + Base-100 Series","description":"Duplicate observations — Record quality audit + Base-100 series: Record quality audit + Base-100 series for supplied duplicate observations records (duplicate_rows, total_rows). 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-04-012?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","duplicate_rows","total_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"duplicate_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_rows":1,"dataset_group":"group-a","duplicate_rows":10},{"date":"2026-10-02","row_id":"row-2","total_rows":2,"dataset_group":"group-b","duplicate_rows":20},{"date":"2026-10-03","row_id":"row-3","total_rows":3,"dataset_group":"group-a","duplicate_rows":15},{"date":"2026-10-04","row_id":"row-4","total_rows":4,"dataset_group":"group-b","duplicate_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["duplicate_rows","total_rows"],"type":"string","default":"duplicate_rows"},"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_WnwNPi96gHkjrus0Xk5yS","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 supplied duplicate-observation records to produce a record quality audit report and a Base-100 indexed series, covering up to 200 rows in two independent analytical reports.","exampleAgentPrompt":"Run a record quality audit and Base-100 index series on my duplicate observations data — I have rows for group-a and group-b from 2026-10-01 to 2026-10-04 with duplicate_rows and total_rows filled in, using duplicate_rows as the field and row 0 as the base index.","exampleUseCases":[{"title":"Monthly duplicate rate quality audit","prompt":"I have 50 rows of dataset quality records spanning October 2026 — each row has a dataset group, a date, and counts of duplicate_rows and total_rows. Can you run a record quality audit and produce a Base-100 index on the duplicate_rows field, using row 0 as the base?"},{"title":"Cross-group duplication trend comparison","prompt":"I want to compare duplication trends across group-a and group-b over the last quarter. I have 120 records with duplicate_rows and total_rows — can you run both the quality audit and the Base-100 series on total_rows, starting the index from row 0?"},{"title":"Baseline-relative duplicate index for reporting","prompt":"For my weekly data quality report, can you take these 80 duplicate observation records across three dataset groups and generate the record quality audit plus a Base-100 series for duplicate_rows anchored to base index 0, so I can show normalized duplication trends over time?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit summarizing duplication rates, anomalies, and group-level statistics across the supplied rows; and (2) a Base-100 indexed series for the chosen field (duplicate_rows or total_rows), normalized relative to the specified base row. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) on any row — validation error","base_index out of range (0–199) or beyond submitted row count — error","null values in duplicate_rows or total_rows may affect index computation","Missing required fields (row_id, dataset_group, date, duplicate_rows, total_rows) — validation error","Payment failure via x402 protocol — endpoint inaccessible"],"whenToPreferThis":"Choose this endpoint when you have pre-collected duplicate observation records (with duplicate_rows and total_rows columns) and need both a structured data quality audit AND a Base-100 normalized trend series in a single low-cost call. It is ideal for offline/batch analytical workflows where no live data lookup or external prediction is required, and when you want two complementary views (absolute quality audit + relative index) from the same dataset in one round trip.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:57:56.814Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-record-quality-audit-base-100-series-6682a724"}