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Trade Observations Data Quality Suite: Record Audit + Deduplication + Histogram
x402
Trade Observations Data Quality Suite: Record Audit + Deduplication + Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-29).
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.
Price / call$0.01
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
Pre-analysis trade data validation
“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.”
Export value distribution profiling
“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?”
Import data quality pipeline check
“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.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-economics-06-219?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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