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What is the difference between list comprehension and for loops in Python?

An example of an AI chatbot conversation about Python list comprehension vs for loops.

😀
You

What is the difference between list comprehension and for loops in Python?

MagicBuddy
MagicBuddy

List comprehension is a concise way to create lists in Python, while for loops are more verbose. List comprehensions can be faster and more readable for simple tasks.

😀
You

Can you give me an example of both?

MagicBuddy
MagicBuddy

Sure! For a list of squares:

Using a for loop:

squares = []
for x in range(10):
    squares.append(x**2)

Using list comprehension:

squares = [x**2 for x in range(10)]
😀
You

When should I use one over the other?

MagicBuddy
MagicBuddy

Use list comprehension for simple transformations and when you want cleaner code. Use for loops when the logic is more complex or involves multiple steps.

😀
You

Are there any performance differences?

MagicBuddy
MagicBuddy

Yes, list comprehensions are generally faster than for loops because they are optimized for performance in Python.

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