{"uid":"cap_qEyNA1w4xnTpNchRYLPT2","slug":"duplicate-observations-duplicate-key-report-base-100-series-f2ab2192","name":"Duplicate Observations — Duplicate Key Report + Base-100 Series","description":"Duplicate observations — Duplicate key report + Base-100 series: Duplicate key report + 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-04-063?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_XZ6KoRLaMvey4nmV5wlxh","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":"Generates a duplicate key frequency report and a Base-100 indexed series for supplied duplicate observation records, using local analytical engines with no external lookups.","exampleAgentPrompt":"I have up to 200 rows of duplicate observation records with fields like dataset_group, date, duplicate_rows, and total_rows — can you run the duplicate key report plus a Base-100 series on the duplicate_rows field, starting the index at row 0?","exampleUseCases":[{"title":"Data quality audit for ETL pipeline","prompt":"I've got daily duplicate row counts across two dataset groups — 'raw_ingest' and 'processed' — for the past month. Can you generate a duplicate key report and a Base-100 indexed series on duplicate_rows, indexed from row 0, so I can see how duplication has trended?"},{"title":"Comparing duplicate rates across vendor datasets","prompt":"I have records from four vendor dataset groups showing duplicate_rows and total_rows per day. Run the duplicate key report and Base-100 series on total_rows, starting the baseline at index 0, so I can compare each group's duplicate burden normalized to a common scale."},{"title":"Weekly data governance dashboard snapshot","prompt":"Here are this week's duplicate observation records for our three dataset groups. Give me the duplicate key frequency report and the Base-100 series on duplicate_rows with base_index set to 0, so I can slot the outputs into our governance dashboard."}],"resultDescription":"Returns two analytical reports: (1) a duplicate key report showing frequency and distribution of duplicate observations across dataset groups and dates, and (2) a Base-100 normalized index series for the chosen field (duplicate_rows or total_rows), rebased at the specified row index. Both reports are computed locally from the supplied data with no external calls.","failureModes":["Fewer than 1 or more than 200 rows supplied — validation error","Missing required fields (row_id, dataset_group, date, duplicate_rows, total_rows) on any row","date field does not match YYYY-MM-DD pattern — schema validation failure","base_index out of range (must be 0–199) — error returned","Null values in numeric fields may affect series computation","field enum value not one of 'duplicate_rows' or 'total_rows' — rejection"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of duplicate observation data (with duplicate_rows and total_rows per group/date) and need both a categorical duplicate key frequency report AND a Base-100 normalized trend series in a single low-cost call. Prefer it over generic analytics tools when the data is already structured per the schema and you want two independent reports without external API calls or data leaving your control.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:41:41.567Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-duplicate-key-report-base-100-series-f2ab2192"}