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Numeric Precision Comparisons — Distribution & Base-100 Series Analytics
x402
Numeric Precision Comparisons — Distribution & Base-100 Series 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).
Generates two local analytical reports (numeric distribution and base-100 index series) for supplied source/transformed value pairs, up to 200 rows, with no external data access.
Price / call$0.01
Success—
StatusUnknown
How this service works
Numeric precision comparisons — Numeric distribution + Base-100 series: Numeric distribution + Base-100 series 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
Returns two independent analytical reports computed locally on the supplied data: (1) a numeric distribution report showing the spread and frequency characteristics of the selected field, and (2) a base-100 indexed series starting from the specified row index — both derived from the supplied source_value/transformed_value pairs across up to 200 rows.
Example use cases
ETL pipeline precision validation
“I ran a data transformation pipeline and want to see how my output values compare to the originals. Here are 50 rows with row IDs, dates, dataset groups, and both source and transformed values — can you generate a numeric distribution and a base-100 series indexed from row 0 on the source_value field so I can spot drift?”
Financial data normalization review
“I have 120 rows of financial figures before and after normalization, grouped by region and dated by quarter. Can you produce a numeric distribution and base-100 index series (starting at index 0) on the transformed_value field so I can see how the normalization shifted the distribution?”
A/B model output comparison
“We're comparing outputs from two model versions — I have 80 rows with source_value from model A and transformed_value from model B, grouped by segment and dated daily. Please run the numeric distribution and base-100 series analytics starting from row index 0 on source_value so we can compare spread and trend.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-20-078?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have paired numeric data (source and transformed values) and need both a distribution profile and a base-100 trend index computed in a single low-cost call ($0.01) without any external data access, predictions, or professional assessments. Ideal for ETL validation, normalization QA, or model output comparison when you want two complementary statistical views on the same dataset in one request.
Side effects
- Rows array empty or missing — validation error
- More than 200 rows submitted — rejected with maxItems error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- source_value or transformed_value outside ±1,000,000,000,000 — rejected
- base_index out of range 0–199 — validation error
- Invalid field enum value (not source_value or transformed_value) — rejected
- Payment of 0.01 USDC not included or failed — 402 Payment Required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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