List comprehension is a concise way to create lists in Python. It allows you to create a new list by iterating over an existing sequence, such as a list, and applying an expression to each item in the sequence.
Here’s a basic syntax for list comprehension:
new_list = [expression for element in old_list if condition]
expression
is the operation or calculation to perform on each element inold_list
.element
is the variable that represents each individual element inold_list
.old_list
is the original list that you want to use to create a new list.condition
is an optional condition that filters the elements inold_list
before applying theexpression
. Only elements that satisfy the condition will be included in the new list.
Here’s an example to demonstrate how to use list comprehension:
# Creating a list of squares using a for loop
squares = []
for x in range(1, 11):
squares.append(x**2)
# Creating a list of squares using list comprehension
squares = [x**2 for x in range(1, 11)]
print(squares)
In this example, we first create a list of squares using a for
loop, and then using list comprehension. The output will be the same in both cases:
[1, 4, 9, 16, 25, 36, 49, 64, 81, 100]
# Selecting even numbers from a list using a for loop
numbers = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
even_numbers = []
for number in numbers:
if number % 2 == 0:
even_numbers.append(number)
# Selecting even numbers from a list using list comprehension
numbers = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
even_numbers = [number for number in numbers if number % 2 == 0]
print(even_numbers)
In this example, we first select even numbers using a for
loop and then using list comprehension. The output will be the same in both cases:
[2, 4, 6, 8, 10]
List comprehension can make your code more readable and reduce the amount of code you need to write.
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