{"uid":"cap_yl0s6SiGIClXBAKS11ced","slug":"tutorial-completion-data-quality-suite-record-audit-deduplication-6990f485","name":"Tutorial Completion Data Quality Suite — Record Audit, Deduplication & Numeric Ordering","description":"Tutorial completion — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied tutorial completion records (starts, completions). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-game-20-213?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"}}},"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_8g4wE0AF-Jwkdmgfvr0nO","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":"Runs three independent analytical reports on tutorial completion data: record quality audit, exact row deduplication, and numeric row ordering — all for up to 200 rows in a single call.","exampleAgentPrompt":"Can you run a quality audit, deduplication check, and numeric ordering on these tutorial completion records — I have rows with row_id, game_area, date, starts, and completions fields, and I want to order them by starts?","exampleUseCases":[{"title":"Pre-analysis tutorial data cleanup","prompt":"I have about 150 rows of tutorial completion data with columns for row_id, game_area, date, starts, and completions — can you audit the record quality, remove any exact duplicates, and sort them numerically by completions so I have a clean dataset ready for reporting?"},{"title":"Detecting duplicates in game onboarding stats","prompt":"We collected tutorial starts and completions across several game areas but I suspect there are duplicate entries. Can you run a deduplication report and quality audit on these rows — there are around 80 records — and also give me the completions in numeric order?"},{"title":"Validating exported tutorial metrics","prompt":"I just exported tutorial tracking data from our system and want to make sure it's clean before I hand it off to the analyst. Can you check for record quality issues, flag any exact duplicate rows, and order the data by starts for me? I'll send you the rows in the format with row_id, game_area, date, starts, and completions."}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging issues such as nulls or malformed fields in each row, (2) an exact row deduplication report identifying identical rows, and (3) a numerically ordered version of the rows sorted by the chosen field (starts or completions). All reports are computed locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — exceeds maximum batch size","Missing required fields (row_id, game_area, date, starts, or completions) on any row — validation error","Invalid date format (must be YYYY-MM-DD) — pattern mismatch error","Invalid field enum value — must be 'starts' or 'completions'","Empty rows array — minItems violation","Numeric values outside allowed range (-1e12 to 1e12)"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-cost, offline data quality pass on tutorial completion records — specifically when you want all three of record auditing, exact deduplication, and numeric ordering bundled in a single $0.01 call. Ideal for pre-processing game tutorial metrics before downstream analysis. Not suitable if you need statistical modeling, predictions, live lookups, fuzzy deduplication, or analysis of non-tutorial datasets.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:38:26.557Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-data-quality-suite-record-audit-deduplication-6990f485"}