Python: Find the occurrences of 10 most common words in a given text
4. Find occurrences of the 10 most common words in a text
Write a Python program to find the occurrences of the 10 most common words in a given text.
Sample Solution:
Python Code:
# Import the Counter class from the collections module
from collections import Counter
# Import the re module for regular expressions
import re
# Define a multi-line text string containing information about Python
text = """The Python Software Foundation (PSF) is a 501(c)(3) non-profit
corporation that holds the intellectual property rights behind
the Python programming language. We manage the open source licensing
for Python version 2.1 and later and own and protect the trademarks
associated with Python. We also run the North American PyCon conference
annually, support other Python conferences around the world, and
fund Python related development with our grants program and by funding
special projects."""
# Use a regular expression to extract words from the text
words = re.findall('\w+', text)
# Use Counter to count the occurrences of each word in the text and find the 10 most common words
print(Counter(words).most_common(10))
Sample Output:
[('Python', 6), ('the', 6), ('and', 5), ('We', 2), ('with', 2), ('The', 1), ('Software', 1), ('Foundation', 1), ('PSF', 1), ('is', 1)]
Flowchart:
For more Practice: Solve these Related Problems:
- Write a Python program to read a long text, count word frequencies using collections.Counter, and print the top 10 words along with their counts.
- Write a Python program to implement a function that accepts a string and returns the 10 most common words sorted by frequency.
- Write a Python program to filter out common stopwords and then count and display the top 10 frequent words from the text.
- Write a Python program to compare the most common words in two texts and print their overlapping frequent words.
Go to:
Previous: Write a Python program to create a new deque with three items and iterate over the deque's elements.
Next: Write a Python program that accept some words and count the number of distinct words. Print the number of distinct words and number of occurrences for each distinct word according to their appearance.
Python Code Editor:
What is the difficulty level of this exercise?
Test your Programming skills with w3resource's quiz.