{"uid":"cap_acitBjNwzstUWWs_jekJl","slug":"duplicate-observations-duplicate-key-report-category-frequencies-f7aa3038","name":"Duplicate Observations — Duplicate Key Report + Category Frequencies","description":"Duplicate observations — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies 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-04-057?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}}},"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_NuI5e2q5Sgew0ww-yVU0z","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 duplicate observation records to produce a duplicate key report and category frequency breakdown in two independent analytical reports.","exampleAgentPrompt":"I have 4 rows of duplicate observation data across two dataset groups — group-a and group-b — with dates from 2026-10-01 to 2026-10-04 and duplicate_rows counts of 10, 20, 15, and 30 against total_rows of 1, 2, 3, and 4; can you run a duplicate key report and category frequency analysis on them?","exampleUseCases":[{"title":"Data pipeline duplicate audit","prompt":"I'm auditing my ETL pipeline outputs and have 50 rows of observations labeled with dataset groups and daily duplicate counts — can you generate a duplicate key report and show me how often each category appears in the duplicates?"},{"title":"Monthly data quality review","prompt":"For our monthly data quality review, I have records from October showing duplicate_rows and total_rows per dataset group across 30 days — please run the duplicate key report and category frequency breakdown so I can see where the duplication problems are concentrated."},{"title":"Multi-group deduplication planning","prompt":"I have observations from 5 different dataset groups recorded over the past week, each with duplicate row counts and total row counts — can you produce a duplicate key report and a category frequencies report so I can prioritize which groups need deduplication work first?"}],"resultDescription":"Two independent analytical reports: (1) a duplicate key report identifying duplicate patterns across the supplied row records, and (2) a category frequencies table showing how often each dataset_group value appears across the input observations — both derived purely from the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request is rejected","Missing required fields (row_id, dataset_group, date, duplicate_rows, total_rows) causes validation error","Date field not matching YYYY-MM-DD pattern results in schema validation failure","Empty rows array (minItems: 1 violated) returns error","Null values in duplicate_rows or total_rows may affect report completeness"],"whenToPreferThis":"Choose this endpoint when you have structured duplicate observation records (with row IDs, dataset groups, dates, and duplicate/total row counts) and need both a duplicate key report and category frequency analysis in a single $0.01 call. It is ideal for lightweight, offline data quality audits on batches up to 200 rows where no external data enrichment or live lookups are needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:47:00.278Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-duplicate-key-report-category-frequencies-f7aa3038"}