How to Remove Letters From a String in Python - GeeksforGeeks (2024)

Last Updated : 28 Aug, 2023

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Strings are data types used to represent text/characters. In this article, we present different methods for the problem of removing the ith character from a string and talk about possible solutions that can be employed in achieving them using Python.

Input: 'Geeks123For123Geeks'
Output: GeeksForGeeks
Explanation: In This, we have removed the '123' character from a string.

Remove Characters From a String in Python

These are the following methods using which we can remove letters from a string in Python:

  • Using str.replace()
  • Using translate()
  • Using recursion
  • Using Native Method
  • Using slice + concatenation
  • Using str.join()
  • Using bytearray
  • Using removeprefix()

Remove Characters From a String Using replace()

str.replace() can be used to replace all the occurrences of the desired character. It can also be used to perform the task of character removal from a string as we can replace the particular index with empty char, and hence solve the issue.

Python3

# Initializing String

test_str = "GeeksForGeeks"

# Removing char at pos 3

# using replace

new_str = test_str.replace('e', '')

# Printing string after removal

# removes all occurrences of 'e'

print("The string after removal of i'th character( doesn't work) : " + new_str)

# Removing 1st occurrence of s, i.e 5th pos.

# if we wish to remove it.

new_str = test_str.replace('s', '', 1)

# Printing string after removal

# removes first occurrences of s

print("The string after removal of i'th character(works) : " + new_str)

Output

The string after removal of i'th character( doesn't work) : GksForGksThe string after removal of i'th character(works) : GeekForGeeks

Time Complexity: O(n)
Space Complexity: O(n)

Drawback: The major drawback of using replace() is that it fails in cases where there are duplicates in a string that match the char at pos. i. replace() replaces all the occurrences of a particular character and hence would replace all the occurrences of all the characters at pos i. We can still sometimes use this function if the replacing character occurs for 1st time in the string.

Remove the Specific Character from the String using Translate()

This method provides a strong mechanism to remove characters from a string. In this method, we removed 123 from GeeksforGeeks using string.translate().

Output

GeeksForGeeks

Time Complexity: O(n)
Space Complexity: O(m)

Remove the Specific Character from the String Using Recursion

To remove the ith character from a string using recursion, you can define a recursive function that takes in the string and the index to be removed as arguments. The function will check if the index is equal to 0, in this case it returns the string with the first character removed. If the index is not 0, the function can return the first character of the string concatenated with the result of calling the function again on the string with the index decremented by 1.

Python3

def remove_ith_character(s, i):

# Base case: if index is 0,

# return string with first character removed

if i == 0:

return s[1:]

# Recursive case: return first character

# concatenated with result of calling function

# on string with index decremented by 1

return s[0] + remove_ith_character(s[1:], i - 1)

# Test the function

test_str = "GeeksForGeeks"

new_str = remove_ith_character(test_str, 2)

print("The string after removal of ith character:", new_str)

# This code is contributed by Edula Vinay Kumar Reddy

Output

The string after removal of ith character: GeksForGeeks

Time Complexity: O(n)
Space Complexity: O(n)

Remove Letters From a String Using the Native Method

In this method, one just has to run a Python loop and append the characters as they come, and build a new string from the existing one except when the index is i.

Python3

test_str = "GeeksForGeeks"

# Removing char at pos 3

new_str = ""

for i in range(len(test_str)):

if i != 2:

new_str = new_str + test_str[i]

# Printing string after removal

print ("The string after removal of i'th character : " + new_str)

Output

The string after removal of i'th character : GeksForGeeks

Time Complexity: O(n)
Space Complexity: O(n), where n is length of string.

Remove the ith Character from the String Using Slice

One can use string slice and slice the string before the pos i, and slice after the pos i. Then using string concatenation of both, ith character can appear to be deleted from the string.

Python3

# Initializing String

test_str = "GeeksForGeeks"

# Removing char at pos 3

# using slice + concatenation

new_str = test_str[:2] + test_str[3:]

# Printing string after removal

# removes ele. at 3rd index

print ("The string after removal of i'th character : " + new_str)

Output

The string after removal of i'th character : GeksForGeeks

Time Complexity: O(n)
Space Complexity: O(n)

Remove the ith Character from the String Using str.join()

In this method, each element of a string is first converted as each element of the list, and then each of them is joined to form a string except the specified index.

Python3

# Initializing String

test_str = "GeeksForGeeks"

# Removing char at pos 3

# using join() + list comprehension

new_str = ''.join([test_str[i] for i in range(len(test_str)) if i != 2])

# Printing string after removal

# removes ele. at 3rd index

print ("The string after removal of i'th character : " + new_str)

Output

The string after removal of i'th character : GeksForGeeks

Time Complexity: O(n)
Space Complexity: O(n)

Delete Letters From a String in Python Using bytearray

Define the function remove_char(s, i) that takes a string s and an integer i as input. And then Convert the input string s to a bytearray using bytearray(s, ‘utf-8’). Delete the i’th element from the bytearray using del b[i]. Convert the modified bytearray back to a string using b.decode() and Return the modified string.

Python3

def remove_char(s, i):

b = bytearray(s, 'utf-8')

del b[i]

return b.decode()

# Example usage

s = "hello world"

i = 4

s = remove_char(s, i)

print(s)

Output

hell world

Time Complexity: O(n)
Space Complexity: O(n)

Remove Letters From a String Using removeprefix()

removeprefix()removes the prefix and returns the rest of the string. We can remove letters from a string for any specific index by dividing the string into two halves such that the letter that we wanted to remove comes in the prefix of any of the two partition and then we can apply the method to remove the letter.

Python3

#initializing the string

s="GeeksforGeeks"

#if you wanted to remove "G" of 0th index

s1=s.removeprefix("G")

#if you wanted to remove "f"

s2=s[:5]+s[5:].removeprefix("f")

print(s1)

print(s2)

Output:

eeksforGeeks
GeeksorGeeks

Time Complexity: O(n)
Space Complexity: O(n)



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How to Remove Letters From a String in Python - GeeksforGeeks (2024)

FAQs

How to remove letters from a string in Python? ›

Remove Specific Characters From the String

Using replace(), we can replace a specific character. If we want to remove that specific character, we can replace that character with an empty string. The replace() method will replace all occurrences of the specific character mentioned.

How do you remove common letters from a string in Python? ›

These are the following methods using which we can remove letters from a string in Python:
  1. Using str.replace()
  2. Using translate()
  3. Using recursion.
  4. Using Native Method.
  5. Using slice + concatenation.
  6. Using str.join()
  7. Using bytearray.
  8. Using removeprefix()
Aug 28, 2023

How do you remove letters from a set in Python? ›

To remove an element from a set in python, users can utilize the remove(). This function removes the specified element and updates the set. If the element is not present inside the set, then an exception is thrown.

How do I remove a specific letter from a string? ›

The easiest way to remove a character from a string in most programming languages is using the replace() function/method. var str = "Hello World!"; var res = str. replace("H", ""); // Output: "ello World!"

How do I remove part of a string in Python? ›

3 Methods to Trim a String in Python
  1. strip() : Removes leading and trailing characters (whitespace by default).
  2. lstrip() : Removes leading characters (whitespace by default) from the left side of the string.
  3. rstrip() : Removes trailing characters (whitespace by default) from the right side of the string.

How do you remove common words from a string in Python? ›

Using Lists and remove():

in this we use slip() method to covert strings into list, and we use in operator to check the common elements. By using the remove() method we will remove the common words in the two sentences.

How do you remove multiple letters from a string in Python? ›

To remove multiple characters from a string using regular expressions in Python, you can use the re. sub() function from the re module. This function allows you to replace patterns (in this case, characters) with an empty string, effectively removing them from the string.

How to remove non alphabetic characters from string in Python? ›

The re. sub() function is used with the pattern [^a-zA-Z0-9] , which matches any character that is not a letter or a number. These matched characters are replaced with an empty string, effectively removing them from the original text.

How do you remove random characters in Python? ›

Another approach to remove a random element from a list in Python is using the random. choice() method. This method returns a random element from a given list. After getting the random element, it can be removed from the list using the list.

How do I remove a string from a string? ›

Methods for Removing a Substring from a String
  1. Using the replace() Method. ...
  2. Using the substring() and concat() Methods. ...
  3. Using the slice() Method. ...
  4. Using the split() and join() Methods. ...
  5. Using Regular Expressions with the replace() Method. ...
  6. Removing Multiple Occurrences of a Substring.
Mar 21, 2023

How to clear text in Python? ›

If you want to delete or clear the text that you have already printed to the console, you can use the `'\r'` character to return to the beginning of the current line and overwrite the text. Here is an example: ```python import time print("Counting down:") for i in range(10, 0, -1): print(i, end='\r') time.

How do you remove letters from a string in Python? ›

To remove a character from a string in Python, you can use the translate() method. The method takes a dictionary or translation table as input and replaces characters in the string based on the provided arguments. To remove a character, you can specify an empty string as the value for that character.

How do you remove letters and spaces from a string in Python? ›

How To Remove Spaces from a String In Python
  1. Remove Leading and Trailing Spaces Using the strip() Method.
  2. Remove All Spaces Using the replace() Method.
  3. Remove Duplicate Spaces and Newline Characters Using the join() and split() Methods.
  4. Remove All Spaces and Newline Characters Using the translate() Method.
Dec 12, 2022

How do I remove a specific letter from a list in Python? ›

In Python, `remove()` is a built-in method that allows you to remove a specific element from a list. It is used to delete the first occurrence of the specified value from the list. Here, `list_name` is the name of the list from which you want to remove the element, and `value` is the element that you want to remove.

How do you remove digits from a string in Python? ›

You can remove numeric digits/numbers from a given string in Python using many ways, for example, by using join() & isdigit() , translate() , re. sub() , filter() , join() & isalpha() , and replace() functions.

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