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Translation Delivery Analytics — Adjacent Row Changes & Equal-Width Histogram
x402
Translation Delivery Analytics — Adjacent Row Changes & 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 2026-10-30).
Computes adjacent row-to-row change analysis and an equal-width histogram for translation delivery records (translated_words, source_words) on up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Translation delivery — Adjacent row changes + Equal-width histogram: Adjacent row changes + 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 analytical reports: (1) an adjacent row changes table showing the difference in the selected field (translated_words or source_words) between each consecutive row, and (2) an equal-width histogram breaking the field values into the specified number of bins with frequency counts — all computed locally on the supplied data, up to 200 rows.
Example use cases
Translation throughput spike detection
“Here are 120 rows of our daily translation jobs with translated_words and source_words. Run adjacent row changes on translated_words with 5 bins so I can see where volume spikes or drops happened across consecutive deliveries.”
Source word distribution audit
“I've got 80 translation records grouped by document_group and date. Can you build an equal-width histogram with 10 bins on source_words and also show me the row-to-row changes? I want to understand how source document sizes are distributed.”
Monthly translation workload review
“We have 200 rows of translation delivery data for last month. Please analyze the adjacent changes and histogram (6 bins) for translated_words so I can report on workload distribution and consistency to the localization team.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-04-156?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 translation delivery records and need two specific analytical outputs — row-to-row delta analysis and a histogram distribution — on either the translated_words or source_words field, without needing live data lookups or external enrichment. It is ideal for localization teams auditing throughput patterns or word count distributions in batch.
Side effects
- More than 200 rows submitted — request is rejected or truncated
- Invalid date format (not YYYY-MM-DD) causes validation error
- bins parameter out of range (must be 1–30)
- Missing required fields (row_id, document_group, date, translated_words, source_words) causes schema error
- Null values in the selected field may affect adjacent change calculations
- Payment not included or insufficient USDC causes 402 rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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