This tutorial will introduce how to count words in string Python.
len() Methods to Count Words in Python String
split() is a built-in method in Python that separates the words inside a string by using a specific separator and returns an array of strings. This method accepts at most two parameters as an argument:
separator (optional) - It acts as a delimiter (e.g. commas, semicolon, quotes, or slashes). Specifies the boundary on which to separate in the string. The default
separator is any whitespace (space, newline, tab, etc.) if the
separator is not specified.
maxsplit (optional) - It defines the maximum number of splits. The default value of
maxsplit if not defined is
-1, which means that it has no limits and will split the string into multiple chunks.
len() is also a Python built-in method, which returns the number of strings in an array or counts the length of items in an object. This method only accepts one parameter: a string, bytes, list, object, set, or a collection. It will raise a
TypeError exception if the argument is missing or invalid.
Let’s see how the
len() methods counts the words in a string.
Example 1: No Parameters
# initialize string text = 'The quick brown fox jumps over the lazy dog' # default separator: space result = len(text.split()) print("There are " + str(result) + " words.")
There are 9 words.
Example 2: With the
# initialize string bucket_list = 'Japan, Singapore, Maldives, Europe, Italy, Korea' # comma delimiter result = len(bucket_list.split(',')) # Prints an array of strings print(bucket_list.split(',')) print("There are " + str(result) + " words.")
['Japan', ' Singapore', ' Maldives', ' Europe', ' Italy', ' Korea'] There are 6 words.
split() method will return a new list of strings, and the
len() counts the string inside the list.
Example 3: With the
# initialize string bucket_list = 'Japan, Singapore, Maldives, Europe, Italy, Korea' # comma delimiter result = len(bucket_list.split(',', 3)) # Prints an array of strings print(bucket_list.split(',', 3)) print("There are " + str(result) + " words.")
['Japan', ' Singapore', ' Maldives', ' Europe, Italy, Korea'] There are 4 words.
maxsplit splits only the first three commas in the
bucket_list. If you set the
maxsplit, the list will have a
['Japan', ' Singapore', ' Maldives, Europe, Italy, Korea'] There are 3 words.
split() method breaks down large strings into smaller ones. Therefore, the counting of words in the array of strings will be based not exactly on the words but on how the split separator is defined.
Use RegEx Module to Count Words in Python String
regexp for short, is a very powerful tool in searching and manipulating text strings; this can be used for data preprocessing, validation purposes, finding a pattern in a text string, and so on. Regex can also help count words in a text string in scenarios where it has punctuation marks or special characters that are not needed. Regex is a Python built-in package, so we just need to import the package
re to start using it.
# import regex module import re # initialize string text = 'Python !! is the be1st $$ programming language @' # using regex findall() result = len(re.findall(r'\w+', text)) print("There are " + str(result) + " words.")
There are 6 words.
split() Methods to Count Words in Python String
This approach counts the words without using regex. The
split() are all built-in methods in Python. We’ll briefly discuss each method and its functionalities.
sum() method adds the items up from left to right and returns the sum. The method takes two parameters:
iterable (required) - a string, list, tuple, etc., to add up. These should be numbers.
start (optional) - A number added to the sum or the return value of the method.
The next one is the
strip() method, which returns a copy of the string stripped both the leading and the trailing whitespaces if no argument; otherwise, this removes the string defined in the argument.
chars (optional) - specifies the string to be removed from the left and right parts of the text.
split() method, was already discussed before this approach.
Now, let’s use these methods together to count words in a string. First, we need to import the
string, a Python built-in module, before using its functionalities.
import string # initialize string text = 'Python !! is the be1st $$ programming language @' # using the sum(), strip(), split() methods result = sum([i.strip(string.punctuation).isalpha() for i in text.split()]) print("There are " + str(result) + " words.")
There are 5 words.
count() Method to Count Words in Python String Python
count() method is a Python built-in method. It takes three parameters and returns the number of occurrences based on the given substring.
substring (required) - a keyword to be searched in the string
start (option) - index as to where the search starts
end (option) - index as to where the search ends
Note: The index starts from
0 in Python.
string.count(substring, start, end)
This method is different from the previous method since it does not return the total words found in the string but the number of occurrences found given the substring. Let’s see how this method works from the example below:
# initialize string text = "Python: How to count words in string Python" substring = "Python" total_occurrences = text.count(substring) print("There are " + str(total_occurrences) + " occurrences.")
There are 2 occurrences.
In this method, it doesn’t matter if the substring is a whole word, phrase, letter, or any combination of characters or numbers.
In summary, you can choose any of these approaches depends on your use case. For space-separated words, we can use the straightforward approach: the functions
len(). For filtering text strings to count words without special characters, use the
regex module. Create a pattern that counts the words that do not include certain characters. Without using
regex, use the alternative which is the combination of
split() methods. Lastly, the
count() method can also be used for counting the specific word found in the string.