Top 5 best python ide s in 2024

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sure! here’s an informative tutorial on the top 5 best python ides (integrated development environments) in 2024, along with code examples to demonstrate their features.

### 1. **pycharm**
**overview**: pycharm is a powerful ide developed by jetbrains specifically for python. it offers intelligent code assistance, debugging, and integrated testing.

**key features**:
- smart code completion
- code inspections
- debugging and testing tools
- version control integration
- supports web frameworks like django and flask

**code example**:


you can run this code snippet in pycharm, and it will provide code suggestions, error detection, and quick refactoring options.

### 2. **visual studio code (vs code)**
**overview**: vs code is a lightweight and highly customizable code editor developed by microsoft. it has a vast ecosystem of extensions, including excellent support for python.

**key features**:
- integrated terminal
- debugging support
- extensions for linting, formatting, and jupyter notebooks
- git integration
- intellisense for code completion

**code example**:


with python extensions installed, vs code provides features like linting and debugging right out of the box.

### 3. **jupyter notebook**
**overview**: jupyter notebook is an open-source web application that allows you to create and share documents containing live code, equations, visualizations, and narrative text.

**key features**:
- interactive coding environment
- supports multiple programming languages
- great for data analysis and visualization
- easy to create and share reports

**code example**:


jupyter notebook is perfect for data science projects, allowing for easy visualization and documentation.

### 4. **spyder**
**overview**: spyder is an open-source ide that is specifically designed for data science and scientific computing. it integrates well with libraries like numpy, scipy, and matplotlib.

**key features**:
- variable explorer
- integrated ipython console
- code analysis and debug ...

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