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Numeric Precision Comparisons — Exact Row Deduplication + Duplicate Key Report
x402
Numeric Precision Comparisons — Exact Row Deduplication + Duplicate Key Report 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).
Deduplicates up to 200 numeric precision comparison rows and generates a duplicate key report from supplied source/transformed value records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied numeric precision comparisons records (source_value, transformed_value). 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 independent analytical reports: (1) an exact row deduplication report listing unique rows from the submitted dataset, and (2) a duplicate key report identifying row_ids or record combinations that appear more than once across the supplied numeric precision comparison records.
Example use cases
ETL pipeline duplicate audit
“I ran a data transformation job and I think some rows got duplicated — can you take these 80 source/transformed value pairs with their row IDs and dataset groups and tell me which ones are exact duplicates and give me a clean deduplicated output?”
Numeric precision data QA check
“I have 120 rows of numeric precision comparison data with source_value and transformed_value columns and I need two reports: one showing exact duplicate rows removed, and one showing which row IDs appear more than once — can you run that analysis?”
Dataset group deduplication before merge
“Before I merge these two dataset groups, can you check my 45 records for exact row duplicates? Each row has a row_id, dataset_group, date, source_value, and transformed_value — I need both a deduplicated export and a report of any duplicate keys found.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-038?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to deduplicate numeric source/transformed value pairs in batch (up to 200 rows) and require both a clean deduplicated dataset and a separate duplicate key report in a single call, without needing any external data lookup, prediction, or live data enrichment. Ideal for data quality checks in ETL pipelines or data transformation audits.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, dataset_group, date, source_value, transformed_value) causes rejection
- Invalid date format (not YYYY-MM-DD) fails schema validation
- Numeric values outside ±1,000,000,000,000 are rejected
- Empty rows array (minItems: 1) returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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