JetBrains DataSpell

JetBrains DataSpell Overview

JetBrains DataSpell is an IDE for Data Science. DataSpell is designed specifically for those involved in exploratory data analysis and prototyping machine learning models. This is an ergonomic development environment that combines the interactive capabilities of Jupyter notebooks and the smart PyCharm editor for working with Python and R.

JetBrains DataSpell Features

• Python → DataSpell will help you work with both Jupyter notebooks and Python scripts, analyze your code for errors, suggest quick fixes, and allow you to navigate your code with ease
• Markdown → DataSpell supports editing and displaying Markdown markup – both in notebook cells and in individual files. LaTex support is also coming soon
• Interactive results → DataSpell fully supports both static and JavaScript results used in the Plotly, Bokeh, Altair, ipywidgets, etc. libraries. DataFrame objects can be worked with using interactive tables
• Conda → Built-in support for Conda will simplify the management of environments and dependencies, allowing you to create and reuse them/
• Debugger → Debugging capabilities are supported for both Jupyter notebooks and Python scripts. These include breakpoints, stepping through code, and viewing and manipulating the state of variables.
• SQL → Connect your database and get the ability to analyze tables, apply refactorings, import/export data, etc.
• R → IDE includes basic R support: a debugger, a tool for viewing datasets and visualizations, a dependency manager, a smart code editor, etc.
• Plugins → There are many plugins at your disposal – for emulating Vim, working with Docker, additional VCS, customizing appearance, etc.

File Information

Program version: 2024.1
Official website: JetBrains
Interface language: English
Treatment: not required (the installer has already been disinfected)

System Requirements

Operating system: Windows 10, 11 (x64 only)
RAM: 8 GB total system memory
Minimum:
Disk space: 3.5 GB and another 1 GB for caches
Monitor resolution: 1024×768
Recommended:
Disk space: SSD with at least 5 GB of free space
Monitor resolution: 1920×1080.