{"uid":"cap_JTl-4psyPv0Zcc3ahd4DM","slug":"trade-observations-data-quality-suite-record-audit-deduplication-ad3e12ba","name":"Trade Observations Data Quality Suite: Record Audit + Deduplication + Histogram","description":"Trade observations — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied trade observations records (export_amount, import_amount). 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-economics-06-219?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","region","date","export_amount","import_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"region":{"type":"string","default":"","maxLength":80},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"export_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"import_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","region":"group-a","row_id":"row-1","export_amount":10,"import_amount":1},{"date":"2026-10-02","region":"group-b","row_id":"row-2","export_amount":20,"import_amount":2},{"date":"2026-10-03","region":"group-a","row_id":"row-3","export_amount":15,"import_amount":3},{"date":"2026-10-04","region":"group-b","row_id":"row-4","export_amount":30,"import_amount":4}],"maxItems":200,"minItems":1},"field":{"enum":["export_amount","import_amount"],"type":"string","default":"export_amount"}}},"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_LmrDMyzsSdEH-3IeCAY7y","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 trade observation records — record quality audit, exact row deduplication, and equal-width histogram — for export_amount and import_amount fields.","exampleAgentPrompt":"Can you run a full data quality check on my trade observations — I have 50 rows with export_amount and import_amount fields, and I'd like a record quality audit, exact duplicate detection, and a histogram of export_amount with 10 bins?","exampleUseCases":[{"title":"Pre-analysis trade data validation","prompt":"I have 120 rows of regional trade data with export_amount and import_amount values — run a record quality audit and flag any duplicates before I start my analysis."},{"title":"Export value distribution profiling","prompt":"Can you generate an equal-width histogram with 8 bins for the export_amount column across my 80 trade observation records so I can see how the values are distributed?"},{"title":"Import data quality pipeline check","prompt":"Before we load this batch of 150 trade records into our database, run all three reports — quality audit, deduplication, and a 5-bin histogram on import_amount — so we can catch any issues."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging null values, format violations, and completeness issues per row; (2) an exact row deduplication report identifying identical records; and (3) an equal-width histogram showing bin ranges and frequency counts for the selected numeric field (export_amount or import_amount). All computed locally with no external data access.","failureModes":["Exceeding 200 rows returns a validation error","Invalid date format not matching YYYY-MM-DD pattern causes row rejection","Missing required fields (row_id, region, date) causes schema validation failure","Bin count outside 1–30 range returns parameter error","Numeric values outside ±1 trillion range rejected","Empty rows array returns error"],"whenToPreferThis":"Use this endpoint when you need simultaneous data quality auditing, deduplication, and distribution analysis on trade observation records (export_amount, import_amount) in a single low-cost call. Prefer it over separate profiling tools when your dataset is under 200 rows and you want three reports bundled at $0.01 USDC. Best for pre-processing pipelines, data validation gates, or exploratory data profiling on economics or trade datasets.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T13:16:57.879Z","isFirstParty":false,"canonicalSlug":"trade-observations-data-quality-suite-record-audit-deduplication-ad3e12ba"}