What are the differences between Python Shell and Jupyter Notebook?

What are the differences between Python Shell and Jupyter Notebook?

Python Shell is a command-line interface for executing Python code, while Jupyter Notebook is an interactive web application that allows you to create and share documents containing live code, equations, visualizations, and narrative text.

Which one is better for data analysis?

Jupyter Notebook is generally preferred for data analysis due to its ability to combine code, visualizations, and documentation in one place, making it easier to present findings.

Can I use Python Shell for data visualization?

Yes, you can use Python Shell for data visualization, but it requires more manual setup compared to Jupyter, which has built-in support for visualizations.

Are there any performance differences between the two?

In terms of performance, Python Shell may be faster for executing simple scripts, while Jupyter can be slower due to its web interface and additional features.