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How to strip down all the punctuation from a string in Python?
Stripping down all the punctuation from a string in Python can be achieved using various methods. Here are some examples:
Using string.punctuation
Example
The string.punctuation constant contains all the ASCII punctuation characters. We can use this constant to remove all the punctuation characters from the string.
We are using a list comprehension to iterate over each character in the string and check if it's not in the string.punctuation constant. If it's not a punctuation character, we add it to the no_punct variable.
import string # sample string with punctuation text = "Lorem, Ipsum!!!" # remove punctuation no_punct = "".join(char for char in text if char not in string.punctuation) print(no_punct)
Output
Lorem Ipsum
Using Regular Expression
We can also use regular expressions to remove all the punctuation characters from the string.
Example
We are using the re.sub() method to replace all the non−word characters and non−space characters with an empty string.
import re # sample string with punctuation text = "Lorem, Dolor!!!" # remove punctuation using regular expression no_punct = re.sub(r'[^\w\s]', '', text) print(no_punct)
Output
Lorem Dolor
Using translate()
The translate() method can also be used to remove punctuation from a string.
Example
We are creating a translation table using the str.maketrans() method and passing it to the translate() method to remove all the characters in the table from the string.
import string # sample string with punctuation text = "Lorem, Ipsum!!!" # create a translation table table = str.maketrans('', '', string.punctuation) # remove punctuation no_punct = text.translate(table) print(no_punct)
Output
Lorem Ipsum
Here are some more examples of how to strip down all the punctuation from a string in Python:
Using a loop to iterate over characters
We can also loop through each character in the string and remove any punctuation characters.
Example
We are looping through each character in the string and checking if it's alphanumeric (a letter or a number) or a whitespace character. If it is, we add it to the no_punct variable. This way, we exclude any punctuation characters from the resulting string.
# sample string with punctuation text = "Foo, Bar!!!" # remove punctuation using a loop no_punct = "" for char in text: if char.isalnum() or char.isspace(): no_punct += char print(no_punct)
Output
Foo Bar
Using the replace() method
We can also use the replace() method to remove all punctuation characters from the string.
Example
We are using the replace() method to replace each punctuation character (period, comma, exclamation mark, and question mark) with an empty string. This way, we remove all the punctuation characters from the string.
# sample string with punctuation text = "Fubar, Quz!!!" # remove punctuation using the replace() method no_punct = text.replace(".", "").replace(",", "").replace("!", "").replace("?", "") print(no_punct)
Output
Fubar Quz
Using the re module with a list of punctuation characters
We can also use the re module to remove all punctuation characters from the string using a list of punctuation characters.
Example
We are using the re.sub() method to substitute all the characters that are not letters, digits, or whitespaces with an empty string. The regular expression [^a−zA−Z0−9\s]+ matches any character that is not a letter, a digit, or a whitespace character.
import re # sample string with punctuation text = "Foobar, Baz?" # remove punctuation using the re module and a list of punctuation characters no_punct = re.sub('[^a-zA-Z0-9\s]+', '', text) print(no_punct)
Output
Foobar Baz