The biggest changes include a new tracing front end (to enable more speedups on more kinds of code), the use of register allocation for faster and more memory-efficient work, better machine code ...
VS Code offers a lightweight, customizable interface, while PyCharm provides a feature-rich environment designed specifically ...
While you can do some good data analysis with a spreadsheet like Excel, if you want to take your calculations to the next level ...