Released: Nov 21, 2024

Updates in 2024.3

Funktionen

JetBrains Data Wrangler: No-code tool for data cleaning and data preparation

• To boost efficiency and enhance productivity, automating these stages is crucial and should consist of two steps: optimizing the API and UI for data manipulation and implementing a guided process using LLM agents.
• JetBrains are starting with table data and will expand the tool to support more data formats. JetBrains Data Wrangler helps prepare your data for further processing using a set of user-friendly actions:
  • Filter.
  • Clean and remove.
  • Find and replace.
• Additionally, JetBrains Data Wrangler allows you to solve statistical issues using effective functions straight out of the box:
  • Min-max scaling.
  • Z-score normalization.
  • Outlier detection with IQR (interquartile range).
  • Skewness reduction.
  • Outlier detection with MAD (median absolute deviation).
  • Outlier detection with Euclidean distance.
• Data manipulation is accompanied by code generation, which adds to the basic data export and provides the ability to use the result of the transformation as a new cell.

Support for R 4.4

• JetBrains have introduced support for R version 4.4. You can now start taking advantage of the language’s latest features in your projects in DataSpell.