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Procurement Research — String Normalisation + Equal-Width Histogram
x402
Procurement Research — String Normalisation + Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Normalises string fields and computes an equal-width histogram for quoted_amount or quoted_units across up to 200 procurement records, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Procurement research — String normalisation + Equal-width histogram: String normalisation + Equal-width histogram for supplied procurement research records (quoted_amount, quoted_units). 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
Returns two reports: (1) string normalisation results for the procurement records, and (2) an equal-width histogram showing bin edges, bin labels, and row counts per bin for the selected numeric field (quoted_amount or quoted_units), based entirely on the supplied data with no external lookups.
Example use cases
Supplier quote price distribution analysis
“I have 150 procurement rows with quoted amounts from three supplier groups — can you run string normalisation and give me a 5-bin equal-width histogram on quoted_amount so I can see how prices are spread?”
Procurement units volume binning
“Take these 60 procurement records with quoted_units values ranging from 50 to 5000, normalise the strings, and give me an equal-width histogram with 8 bins on quoted_units so I can spot any clustering.”
Vendor quote audit before sourcing decision
“Before we finalise our sourcing decision, can you normalise our 200-row procurement dataset and bucket the quoted_amount into 10 equal-width bins — I want to see if most quotes are clumped in a narrow range or spread out?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-11-031?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both string normalisation and a numeric frequency histogram on procurement data (quoted_amount or quoted_units) in a single 0.01 USDC call, with no external data sources or live lookups — ideal for offline analysis of up to 200 supplier quote records where you want two complementary analytical views at once.
Side effects
- More than 200 rows submitted — request rejected, max is 200
- Missing required fields (row_id, date, quoted_amount, quoted_units) — validation error
- bins value outside 1–30 range — schema validation failure
- All values for the selected field are null — histogram cannot be computed
- Malformed date strings not matching YYYY-MM-DD pattern — validation error
- Payment of 0.01 USDC not completed — 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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