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Translation Delivery Analytics — Category Frequencies + Equal-Width Histogram
x402
Translation Delivery Analytics — Category Frequencies + 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 2026-10-25).
Analyzes translation delivery records by computing category frequencies per document group and an equal-width histogram for a chosen numeric field (translated_words or source_words) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Translation delivery — Category frequencies + Equal-width histogram: Category frequencies + Equal-width histogram for supplied translation delivery records (translated_words, source_words). 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) category frequency counts showing how many records fall into each document_group value, and (2) an equal-width histogram dividing the chosen numeric field (translated_words or source_words) into the specified number of equal-width bins with counts per bin and bin boundary values. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Translation volume distribution by group
“I have translation records for October across two document groups — group-a and group-b — with translated word counts ranging from 10 to 30. Can you give me a category frequency breakdown by document group and a 5-bin histogram of translated_words so I can see how translation volume is distributed?”
Source word count spread for localization audit
“I need to understand how our source word counts are distributed across 8 translation jobs from last month. Can you compute an equal-width histogram with 10 bins on source_words and also show me how many records belong to each document group?”
Translation output pattern analysis for team reporting
“We submitted 150 translation delivery records across several document groups this quarter. Can you run a category frequency report plus a 6-bin histogram on translated_words so we can see where our translation output is concentrated for the team review?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-04-106?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a categorical frequency breakdown and a numeric distribution histogram for translation delivery data in a single low-cost call. It is ideal for summarizing up to 200 rows of translation records without needing a live database, external API, or ML model — pure local statistical computation. Prefer it over general-purpose analytics tools when your data already fits the translation delivery schema (document_group, translated_words, source_words, date).
Side effects
- Missing required fields (row_id, document_group, date, translated_words, source_words) cause validation errors
- More than 200 rows submitted — request is rejected; split into batches
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Bin count outside 1–30 range causes parameter rejection
- All null values in the selected numeric field may produce empty or degenerate histogram
- Payment failure or insufficient USDC balance blocks execution
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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