{"uid":"cap_dPSmpL-OVgpHxBfj41wsO","slug":"trade-observations-record-quality-audit-category-frequencies-107938d0","name":"Trade Observations — Record Quality Audit + Category Frequencies","description":"Trade observations — Record quality audit + Category frequencies: Record quality audit + Category frequencies for supplied trade observations records (export_amount, import_amount). 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-economics-06-006?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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}}},"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_D8C2F7x0jHjmen0JwwXQ5","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 a record quality audit and category frequency analysis on up to 200 trade observation rows containing export and import amounts, returning two independent analytical reports.","exampleAgentPrompt":"Can you run a record quality audit and category frequency analysis on my trade observations? I have 4 rows: row-1 for group-a on 2026-10-01 with export 10 and import 1, row-2 for group-b on 2026-10-02 with export 20 and import 2, row-3 for group-a on 2026-10-03 with export 15 and import 3, and row-4 for group-b on 2026-10-04 with export 30 and import 4.","exampleUseCases":[{"title":"Trade dataset completeness check","prompt":"I have 50 rows of regional trade data with export and import amounts — can you audit the record quality and tell me if there are any missing values, nulls, or formatting issues across all the rows?"},{"title":"Region frequency breakdown for trade records","prompt":"Can you analyze my trade observations and give me a frequency count of how many records belong to each region? I have about 80 rows with dates, region names, and export/import amounts."},{"title":"Pre-pipeline validation of economics data","prompt":"Before I load this trade dataset into my analytics pipeline, can you run a quality audit and category frequency report on these 120 trade observation rows to flag any data problems or imbalanced region distributions?"}],"resultDescription":"Two independent analytical reports: (1) a record quality audit highlighting data completeness, null values, formatting issues, and anomalies in the export_amount and import_amount fields; and (2) a category frequency report showing how records are distributed across categories such as region and date, for up to 200 input rows.","failureModes":["Fewer than 1 row submitted returns validation error","More than 200 rows submitted exceeds limit and is rejected","Row missing required fields (row_id, region, date, export_amount, import_amount) causes schema validation failure","Date field not matching YYYY-MM-DD pattern causes parsing error","Numeric values outside ±1,000,000,000,000 range are rejected","Payment of 0.01 USDC not provided or fails x402 protocol results in 402 response"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and category frequency analysis on trade observation records (export/import amounts) in a single call at minimal cost. It is purpose-built for economics/trade datasets with region and date dimensions. Prefer it over generic data profiling tools when working within the x402 micropayment ecosystem and when your dataset fits within 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T13:06:49.213Z","isFirstParty":false,"canonicalSlug":"trade-observations-record-quality-audit-category-frequencies-107938d0"}