지능형 분석을 통해 데이터셋 문제를 식별하세요

DataSpell by JetBrains is an Integrated Development Environment (IDE) specifically designed for data analysts and engineers. It allows you to write Python scripts, run SQL queries, analyze data in Jupyter notebooks, manage dbt workflows, and connect to databases, all within one interface. DataSpell helps you to stay focused on exploring insights and delivering high-quality results by combining rich data analysis tools with features like real-time error checking, code quality analysis, and built-in support for best practices like testing and documentation.

The DataSpell 2025.3 update improves Jupyter processing by automatically detecting common data quality issues during exploration, including missing values, outliers, duplicates, formatting inconsistencies, and correlated or redundant features. It then provides AI powered suggestions and can generate the required code to address the issue by inserting a new cell in the same notebook, which reduces the time spent on investigation and cleanup.

To see a full list of what's new in version 2025.3, see our release notes.

DataSpell is licensed per user as a commercial annual subscription. See our DataSpell licensing page for full details.

DataSpell is available individually or as part of JetBrains All Products Pack.