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Trade Observations — String Normalisation & Grouped Numeric Summary
x402
Trade Observations — String Normalisation & Grouped Numeric Summary 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).
Normalises string fields and produces grouped numeric summaries for trade observation records containing export and import amounts, across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Trade observations — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary 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.
Output
Two reports generated from the supplied data: (1) a string normalisation report cleaning region and date fields, and (2) a grouped numeric summary of the selected measure (export_amount or import_amount) aggregated by region, covering up to 200 input rows. No external data sources are consulted.
Example use cases
Regional export performance summary
“I've got 150 rows of trade data with region labels and export_amount figures — some region names have inconsistent casing and spacing. Can you normalise those strings and give me a grouped numeric summary of export_amount broken down by region?”
Import data quality and aggregation
“Here are 80 trade observation records with import_amount and region fields. Please clean up the region strings and produce a grouped summary of import_amount across all regions so I can spot which groups are importing the most.”
Multi-region trade dataset cleanup
“I have quarterly trade observations for 6 regions — about 200 rows total — with both export_amount and import_amount columns. Can you normalise the region and date strings and give me grouped numeric statistics for export_amount?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-economics-06-023?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular trade observation data (import/export amounts by region and date) and need both string normalisation and grouped numeric summarisation in a single affordable call. It is ideal for batch offline analytics on up to 200 rows where no live data lookup, prediction, or external enrichment is needed. At $0.01 for two reports, it is cost-effective for routine data cleaning and aggregation pipelines.
Side effects
- Exceeds 200-row limit — request rejected
- Missing required fields (row_id, region, date, export_amount, import_amount) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside ±1,000,000,000,000 range — rejected
- Empty rows array — minimum 1 item required
- Invalid field enum value (must be export_amount or import_amount) — rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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