{"uid":"cap_78nAlWoLuiGaVpPaM0IyK","slug":"tutorial-completion-analytics-numeric-row-ordering-keyed-dataset-a2adf853","name":"Tutorial Completion Analytics — Numeric Row Ordering + Keyed Dataset Comparison","description":"Tutorial completion — Numeric row ordering + Keyed dataset comparison: Numeric row ordering + 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-20-123?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"starts":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"game_area":{"type":"string","default":"","maxLength":80},"completions":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","starts":10,"game_area":"group-a","completions":1},{"date":"2026-10-02","row_id":"row-2","starts":20,"game_area":"group-b","completions":2},{"date":"2026-10-03","row_id":"row-3","starts":15,"game_area":"group-a","completions":3},{"date":"2026-10-04","row_id":"row-4","starts":30,"game_area":"group-b","completions":4}],"maxItems":200,"minItems":1},"field":{"enum":["starts","completions"],"type":"string","default":"starts"},"other":{"type":"array","items":{"type":"object","required":["row_id","game_area","date","starts","completions"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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_VSvLAH5ZJNZvkG0oQyCZ1","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 tutorial completion records (starts and completions) by applying numeric row ordering and keyed dataset comparison across up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"I have two sets of tutorial completion data for my game areas — each with up to 50 rows of starts and completions per date — can you rank the rows by 'completions' and then compare the two datasets side-by-side using the row IDs to spot differences?","exampleUseCases":[{"title":"Ranking game area tutorial performance","prompt":"I have daily tutorial data for my game with rows tracking starts and completions per game area from Oct 1–4 — can you rank all the rows numerically by 'starts' and also compare this week's dataset against last week's using the row IDs to see what changed?"},{"title":"Auditing tutorial funnel before and after update","prompt":"We just shipped a tutorial redesign — here are the completion records before and after the change, each up to 100 rows with row IDs, game areas, dates, starts, and completions. Can you order the rows by 'completions' and do a keyed comparison so I can see which specific rows improved or regressed?"},{"title":"Comparing two cohort completion datasets","prompt":"I have two cohorts of tutorial participants — group A and group B — each with about 80 rows of daily starts and completions. Can you rank both by 'starts' and compare them row-by-row using their IDs to highlight any differences in completion counts?"}],"resultDescription":"Returns two analytical reports: (1) a numeric row ordering of the supplied rows ranked by the selected field (starts or completions), and (2) a keyed dataset comparison that matches rows from both datasets by row_id and highlights differences in the chosen metric. No external data is fetched; all analysis is performed on the supplied input data.","failureModes":["Input rows array is empty or exceeds 200 items — request rejected","Missing required fields (row_id, game_area, date, starts, completions) in any row — validation error","Date fields not matching YYYY-MM-DD pattern — schema validation failure","row_id values not shared between primary and comparison dataset — comparison report may show all rows as unmatched","Payment of 0.01 USDC not completed — 402 response requiring payment","Null values in starts or completions fields may affect numeric ordering output"],"whenToPreferThis":"Choose this endpoint when you need two simultaneous local analytical operations on tutorial completion tabular data: numeric ranking of rows by a chosen metric AND a keyed diff-style comparison between two datasets using row IDs. Ideal for game or e-learning analytics workflows where you want to audit changes between two snapshots of completion data without any external lookups. At $0.01 USDC for both reports on up to 200 rows, it is cost-effective for lightweight batch analytical tasks on pre-collected data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T12:37:09.358Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-analytics-numeric-row-ordering-keyed-dataset-a2adf853"}