“Directly translating CSV files often results in commas (delimiters) being mistakenly deleted or translated, which causes column misalignment and prevents successful import into Excel or databases.”

Root Cause Analysis

Absolute Delimiter Protection

The system strictly distinguishes between data content and structural symbols. Regardless of whether commas (CSV) or tabs (TSV) are used, delimiters are marked as non-editable elements to ensure that the number of columns in the translated file is exactly the same as in the original.

Intelligent header freezing

Automatically detects the first-row header. Users can opt not to translate header field names (to avoid impacting database mapping), translating only the data records below, or choose to translate the entire file.

Skip non-text data

Intelligently detects and skips IDs, SKUs, URLs, pure numbers, and date formats, translating only descriptive text to preserve maximum data usability.

Final Solution Summary

Streamline multilingual data cleansing and analysis, seamlessly integrating with BI tools.