{"uid":"cap_gz8PGbtcE2r8D6Ts7bDGT","slug":"tutorial-completion-exact-row-deduplication-and-keyed-dataset-fa5dc117","name":"Tutorial Completion Exact Row Deduplication and Keyed Dataset Comparison","description":"Tutorial completion — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + Keyed dataset comparison for supplied tutorial completion records (starts, completions). 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-game-20-053?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","game_area","date","starts","completions"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"starts":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"game_area":{"type":"string","default":"","maxLength":80},"completions":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","starts":10,"game_area":"group-a","completions":1},{"date":"2026-10-02","row_id":"row-2","starts":20,"game_area":"group-b","completions":2},{"date":"2026-10-03","row_id":"row-3","starts":15,"game_area":"group-a","completions":3},{"date":"2026-10-04","row_id":"row-4","starts":30,"game_area":"group-b","completions":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","game_area","date","starts","completions"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"starts":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"game_area":{"type":"string","default":"","maxLength":80},"completions":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","starts":10,"game_area":"group-a","completions":1},{"date":"2026-10-02","row_id":"row-2","starts":21,"game_area":"group-b","completions":2},{"date":"2026-10-03","row_id":"row-3","starts":17,"game_area":"group-a","completions":3},{"date":"2026-10-04","row_id":"row-4","starts":33,"game_area":"group-b","completions":4}],"maxItems":200,"minItems":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_gXjCP0WES0Mei-TA9lavY","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":"Deduplicates exact rows and compares two keyed datasets of tutorial completion records (starts and completions) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"I have two sets of tutorial completion records for my game areas — each with up to 200 rows including row_id, game_area, date, starts, and completions — can you run exact row deduplication on the first set and then compare the two datasets by key to find what changed?","exampleUseCases":[{"title":"Cleaning duplicate tutorial logs before reporting","prompt":"I pulled tutorial completion logs from two systems and they overlap — can you deduplicate the exact duplicate rows in my primary dataset and also compare it against my secondary dataset to see what differs? Each row has a row_id, game_area, date, starts, and completions."},{"title":"Auditing game area completion data for QA","prompt":"Before I ship my weekly game analytics report, I need to check my tutorial completion data for exact duplicate rows and see how it compares to last week's dataset — both datasets have row_id, game_area, date, starts, and completions fields, with about 150 rows each."},{"title":"Validating pipeline output against source data","prompt":"My data pipeline output a tutorial completion dataset and I want to validate it against the source extract — can you deduplicate any exact duplicate rows in the output and give me a keyed comparison against the source so I can see which row_ids have different starts or completions values?"}],"resultDescription":"Two independent reports: (1) an exact row deduplication report identifying which rows in the primary dataset are exact duplicates, and (2) a keyed dataset comparison report showing which rows differ between the two supplied datasets based on row_id keys, covering fields such as game_area, date, starts, and completions.","failureModes":["Exceeding 200 rows in either dataset returns a validation error","Missing required fields (row_id, game_area, date, starts, completions) causes schema rejection","Invalid date format (not YYYY-MM-DD) fails pattern validation","Empty primary dataset (minItems:1 not met) causes rejection","Numeric values outside allowed range cause validation failure"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and a keyed diff comparison for tutorial completion data (starts/completions by game_area and date) in a single low-cost call. It is ideal for small-to-medium datasets up to 200 rows where no external data lookup or ML prediction is needed — purely local analytical computation on user-supplied records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:57:02.713Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-exact-row-deduplication-and-keyed-dataset-fa5dc117"}