{"uid":"cap__vOfw5OTkpueFvLiGakpA","slug":"travel-administration-data-quality-suite-audit-dedup-trailing-mean-8ce19bbd","name":"Travel Administration Data Quality Suite (Audit + Dedup + Trailing Mean)","description":"Travel administration — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series 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-14-216?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_Noec2RgdVuFdsjEdhF2Cz","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 analytical reports on travel administration records: record quality audit, exact row deduplication, and trailing mean time series — all in a single call for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, exact deduplication check, and trailing mean series on my travel data — here are up to 200 rows with trip_count and recorded_cost per team group and date — use a window of 3 and compute the trailing mean on trip_count?","exampleUseCases":[{"title":"Corporate travel expense data cleanup","prompt":"I have 150 rows of corporate travel records with team_group, date, trip_count, and recorded_cost — can you audit them for quality issues, flag any exact duplicate rows, and give me a trailing mean over 4 periods on recorded_cost?"},{"title":"Monthly trip volume trend analysis","prompt":"Run a trailing mean series with a window of 5 on the trip_count field across my travel administration records, and also flag any duplicates and data quality problems while you're at it."},{"title":"Pre-reporting travel data validation","prompt":"Before I send this travel dataset to finance, can you do a full quality audit, deduplicate any identical rows, and compute a trailing mean on trip_count with a window of 2 — the data has about 80 rows covering multiple team groups?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, null, or malformed values per row; (2) an exact row deduplication report identifying identical records; and (3) a trailing mean time series computed over the specified numeric field (trip_count or recorded_cost) using the given window size — all derived from the submitted rows with no external data lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, trip_count, recorded_cost) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers pattern validation failure","Window size outside range 2–200 returns an error","Numeric values outside ±1,000,000,000,000 are rejected","Empty rows array fails minItems:1 constraint"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations — quality audit, deduplication, and rolling mean — on travel administration data (trip counts and costs) in a single low-cost call. It is ideal for pre-processing or validating travel expense datasets before reporting or further analysis, especially when working with small-to-medium datasets (up to 200 rows) and no external enrichment or live data is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:50:40.600Z","isFirstParty":false,"canonicalSlug":"travel-administration-data-quality-suite-audit-dedup-trailing-mean-8ce19bbd"}