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Third Party Reviews — Exact Row Deduplication + Equal-Width Histogram
x402
Third Party Reviews — Exact Row Deduplication + 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 2026-10-28).
Deduplicates rows and generates equal-width histogram reports for third-party review records containing vendors_reviewed and outstanding_actions fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Third party reviews — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied third party reviews records (vendors_reviewed, outstanding_actions). 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 analytical reports: (1) an exact row deduplication report identifying and removing identical rows from the supplied dataset, and (2) an equal-width histogram report showing frequency distribution of the selected numeric field (vendors_reviewed or outstanding_actions) across the specified number of bins. No external data is fetched; all analysis is performed on the submitted rows only.
Example use cases
Vendor review data deduplication audit
“I have a list of third-party vendor review records with columns for row_id, date, control_group, vendors_reviewed, and outstanding_actions — some rows might be exact duplicates. Can you deduplicate them and give me a histogram of the vendors_reviewed values using 10 bins?”
Outstanding actions distribution analysis
“Can you take my vendor review dataset (up to 150 rows, each with row_id, control_group, date, vendors_reviewed, and outstanding_actions) and run both exact row deduplication and an equal-width histogram with 5 bins on the outstanding_actions field?”
Multi-group vendor review frequency check
“I have review records for two control groups — group-a and group-b — across several dates, with vendors_reviewed and outstanding_actions numbers. Please deduplicate the rows exactly and generate a histogram with 7 bins for the vendors_reviewed field so I can see the distribution.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-security-24-048?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of third-party vendor review records and need both exact duplicate removal and a histogram frequency distribution in a single low-cost call. It is ideal for lightweight data quality and distribution analysis on vendor review data without requiring a full analytics platform. Use it when you need two bundled analytical reports (deduplication + histogram) cheaply at $0.01 USDC with no external lookups or predictions.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Invalid date format (non-YYYY-MM-DD) causes row validation failure
- Missing required fields (row_id, control_group, date, vendors_reviewed, outstanding_actions) causes schema rejection
- bins value outside 1–30 range causes validation error
- Numeric values outside ±1,000,000,000,000 are rejected
- Empty rows array rejected (minItems:1)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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