{"uid":"cap_oNytskZu-5yxMDJZE3oMU","slug":"travel-administration-data-quality-suite-record-audit-deduplication-ad86d432","name":"Travel Administration Data Quality Suite (Record Audit + Deduplication + Numeric Distribution)","description":"Travel administration — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied travel administration records (trip_count, recorded_cost). 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-operations-14-210?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","trip_count","recorded_cost"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"trip_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"recorded_cost":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","trip_count":10,"recorded_cost":1},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","trip_count":20,"recorded_cost":2},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","trip_count":15,"recorded_cost":3},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","trip_count":30,"recorded_cost":4}],"maxItems":200,"minItems":1},"field":{"enum":["trip_count","recorded_cost"],"type":"string","default":"trip_count"}}},"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_IxOpDROIkELA_iiED7Tsd","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 local analytical reports on travel administration records: a record quality audit, exact row deduplication, and numeric distribution analysis for trip_count or recorded_cost fields.","exampleAgentPrompt":"Can you run a full data quality check on these travel records — audit record quality, remove exact duplicates, and show me the numeric distribution of trip_count — I have about 50 rows covering teams alpha and beta from last quarter?","exampleUseCases":[{"title":"Travel expense data quality audit","prompt":"I need to audit the quality of our Q3 travel expense records for two team groups — run a record quality check, deduplicate any identical rows, and show me the distribution of recorded_cost across the 80 rows I'm uploading."},{"title":"Trip count distribution analysis by team","prompt":"Can you profile our trip_count data across the sales and ops teams for October? I want to see the numeric distribution and also flag any exact duplicate rows — I have 120 records to check."},{"title":"Pre-reporting travel data validation","prompt":"Before I compile the monthly travel report, run the three-part quality check on these 45 travel records — I want the record quality audit, exact deduplication results, and the distribution stats for trip_count so I can clean the data first."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or malformed fields across all rows; (2) an exact row deduplication report identifying and grouping fully identical records; and (3) a numeric distribution summary (min, max, mean, percentiles, etc.) for the selected field — either trip_count or recorded_cost — computed entirely locally without any external lookups.","failureModes":["Exceeding 200-row limit returns a validation error","Missing required fields (row_id, team_group, date, trip_count, recorded_cost) causes schema rejection","Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure","Unsupported field selector value (anything other than trip_count or recorded_cost) returns enum error","Empty rows array fails minItems constraint","All-null numeric values may yield empty distribution results"],"whenToPreferThis":"Choose this endpoint when you need a bundled, low-cost ($0.01 USDC) triple-report data quality pass on up to 200 travel administration records without requiring any external data sources, live APIs, or predictions. It is ideal for pre-processing travel datasets before reporting, deduplication pipelines, or data hygiene checks on trip and cost records. Prefer it over general-purpose analytics tools when the dataset fits within 200 rows and you need all three operations (quality audit, deduplication, and distribution) in a single call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:55:36.925Z","isFirstParty":false,"canonicalSlug":"travel-administration-data-quality-suite-record-audit-deduplication-ad86d432"}