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Commercial Proposal Comparisons — Duplicate Key Report + Equal-Width Histogram
x402
Commercial Proposal Comparisons — Duplicate Key Report + 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 2026-10-17).
Analyzes up to 200 commercial proposal comparison records to produce a duplicate key report and an equal-width histogram for quoted_amount or delivery_days fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Commercial proposal comparisons — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied commercial proposal comparisons records (quoted_amount, delivery_days). 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) a duplicate key report listing any row_ids that appear more than once along with their associated records, and (2) an equal-width histogram showing the distribution of values (quoted_amount or delivery_days) across the specified number of bins, including bin boundaries and row counts per bin. Both reports are computed locally on the supplied data with no external lookups.
Example use cases
Duplicate bid detection for procurement audit
“I have 80 commercial proposal records from our vendor bidding round and I want to know if any row IDs are duplicated before we finalize the selection — can you run a duplicate key report on quoted_amount for all of them?”
Price distribution histogram for vendor quotes
“Can you bucket our 150 vendor quoted amounts into 8 equal-width bins so I can see how the pricing is distributed across the proposals? Use the quoted_amount field.”
Delivery time spread analysis across suppliers
“I need a 5-bin equal-width histogram on the delivery_days field across our 60 supplier proposals to understand how lead times are spread — can you generate that report?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-24-064?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost ($0.01 USDC) dual-report analysis of commercial proposal data — specifically duplicate key detection plus histogram bucketing — on a dataset of up to 200 rows, without requiring any external data enrichment, prediction, or professional assessment. Ideal for procurement teams running data quality checks and distribution analysis on vendor bids in a single call.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- Missing required fields (row_id, company_group, date, quoted_amount, delivery_days) causes rejection
- bins value outside 1–30 range causes validation error
- All values null for selected field results in empty or degenerate histogram
- Payment not included or insufficient USDC causes 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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