{"uid":"cap_nDA5JQc7p_guiOJZzCmfB","slug":"tutorial-completion-string-normalisation-keyed-dataset-comparison-2a73faac","name":"Tutorial Completion String Normalisation + Keyed Dataset Comparison","description":"Tutorial completion — String normalisation + Keyed dataset comparison: String normalisation + 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-20-036?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_AYKb-V19EkyiGKDPmRoaD","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":"Normalises strings and performs keyed dataset comparison on two sets 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 — the first dataset has rows like row-1 on 2026-10-01 with 10 starts and 1 completion in group-a, and the second has the same rows but with slightly different starts counts; can you run string normalisation and keyed dataset comparison on both datasets to find the differences?","exampleUseCases":[{"title":"Game area tutorial funnel comparison","prompt":"I have two weeks of tutorial data for our game — week one has group-a with 50 starts and 12 completions, group-b with 80 starts and 20 completions, and week two has the same groups but starts and completions shifted slightly; please normalise the game area strings and compare the two datasets row by row so I can see exactly what changed."},{"title":"A/B test completion rate audit","prompt":"We ran an A/B test on our tutorial flow and I have two datasets of about 150 rows each, both keyed by row_id with game_area, date, starts, and completions — can you normalise the strings and do a keyed comparison between the control and variant datasets to flag any rows where the numbers differ?"},{"title":"Monthly tutorial progress delta check","prompt":"I want to compare last month's tutorial completion records against this month's — both datasets have up to 100 rows with row_id, game_area, date, starts, and completions fields; please run string normalisation and a keyed dataset comparison so I can see which game areas improved or dropped off."}],"resultDescription":"Returns two independent reports: (1) a string normalisation report covering game_area and other text fields across the primary dataset, and (2) a keyed dataset comparison report that matches rows by row_id between the two supplied datasets and reports differences in starts and completions values, all computed locally with no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, game_area, date, starts, completions) — validation error","Invalid date format not matching YYYY-MM-DD pattern — schema rejection","Starts or completions values outside allowed numeric range — schema rejection","Empty primary rows array (minItems:1 not met) — validation error"],"whenToPreferThis":"Choose this endpoint when you have two sets of tutorial completion records (up to 200 rows each) that need both string normalisation on text fields like game_area and a row-keyed numeric comparison between datasets — all in a single low-cost call. It is best suited for gaming or e-learning analytics workflows where you want to detect discrepancies between two snapshots of tutorial funnel data without any external data lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-03T12:43:11.125Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-string-normalisation-keyed-dataset-comparison-2a73faac"}