Rons Data Stream

Rons Data Stream is a Windows-based component of the Rons Data Gear suite, which also includes Rons Data Edit. It is intended for rapid cleaning or updating of multiple data sources in seconds, regardless of file size, and supports batch processing of many files at once. Jobs encapsulate the configuration required for batch runs so that entire directories of files can be processed in a single operation.

The application uses a combination of “Cleaners” and “Jobs” to perform data processing. Cleaners are collections of data editing actions applied at the column, row, or cell level, while a Job specifies the input data sources, the output destination, and which Cleaner or Cleaners to apply. A Preview window shows both the original and the transformed data side by side. Rons Data Stream works with a range of tabular text formats (including CSV, HTML, XML, and tokenized files), as well as SQL and Parquet, from loading through conversion, and can be used alone or in conjunction with Rons Data Edit to extend CSV editing and data processing capabilities.

LLM mention score

Normalized 0–100 · last 8 weeks

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How to get LLM mention data →

// Fetch Rons Data Stream mention score
POST /v3/content_analysis/summary
{
  "keyword": "Rons Data Stream",
  "type": "llm_mentions",
  "date_from": "2025-01-01"
}