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Numeric Precision Comparisons – Category Frequencies & Row Ordering Analytics
x402
Numeric Precision Comparisons – Category Frequencies & Row Ordering Analytics 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).
Analyzes up to 200 rows of numeric precision comparison records, producing two reports: category frequency counts by dataset_group and numeric row ordering for source_value or transformed_value.
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering 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) a frequency table showing how many rows belong to each dataset_group category, and (2) the full set of rows sorted in numeric order by the selected field (source_value or transformed_value). No external lookups or predictions are made — all analysis is performed on the supplied data.
Example use cases
ETL validation frequency check
“I ran an ETL pipeline and have 150 rows with source_value and transformed_value — can you count how many records fall into each dataset_group category and also rank them by source_value so I can spot outliers?”
Data quality audit row ranking
“I need to audit my numeric precision comparison data: here are 80 rows with group labels and both source and transformed values — give me frequency counts per group and order the rows by transformed_value.”
A/B test category distribution
“I've got two groups of records from an A/B test, up to 200 rows each with a source_value and transformed_value — can you tell me how many rows are in each group and sort them by source_value?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-100?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a lightweight, low-cost ($0.01 USDC) dual-report analytics pass on up to 200 rows of numeric comparison records — specifically category frequency distribution and numeric ordering — with no need for external data, machine learning predictions, or professional interpretation. Ideal for quick data quality checks, ETL validation, or exploratory summaries of precision comparison datasets.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, dataset_group, date, source_value, transformed_value) cause validation errors
- Dates not matching YYYY-MM-DD pattern are rejected
- Numeric values outside ±1,000,000,000,000 are rejected
- Empty rows array returns an error
- Invalid field selector value (not 'source_value' or 'transformed_value') causes failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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