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Update CNAME
now provide me a berif description of code including 2nd extended code
This Python script, word_frequency_counter.py, is a comprehensive tool designed to analyze the frequency of words in a given text file. The script includes several functionalities:

Counting Words: Reads a text file and counts the occurrence of each word using the Counter class from the collections module.

Printing Word Counts: Outputs the word frequencies to the console.

Saving Word Counts: Saves the word counts to an output file specified by the user.

Plotting Word Frequencies: Uses matplotlib to generate and save a bar chart visualizing the word frequencies.

Summarizing Word Frequencies: Displays the top N most common words.

Filtering Short Words: Filters out words based on a minimum length, providing a refined word count.
Additional Features:
Word Frequency Plot: The script will generate a bar chart of word frequencies and save it as word_frequencies.png.

Summary of Common Words: The script will print the top 10 most common words.

Filtered Word Counts: The script will print the word counts for words with 5 or more characters.
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adityakrmishra authored Jan 5, 2025
commit 8ea396db5861805f9a6852a4fb91f0921bf6e221
130 changes: 129 additions & 1 deletion CNAME
Original file line number Diff line number Diff line change
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python.flypython.com
python.flypython.com

import os
import sys
from collections import Counter

def count_words(file_path):
try:
with open(file_path, 'r') as file:
text = file.read()
words = text.split()
word_counts = Counter(words)
return word_counts
except FileNotFoundError:
print(f"File not found: {file_path}")
return None

def print_word_counts(word_counts):
for word, count in word_counts.items():
print(f"{word}: {count}")

def save_word_counts(word_counts, output_file):
with open(output_file, 'w') as file:
for word, count in word_counts.items():
file.write(f"{word}: {count}\n")
print(f"Word counts saved to {output_file}")

def main():
if len(sys.argv) < 3:
print("Usage: python word_frequency_counter.py <file_path> <output_file>")
return

file_path = sys.argv[1]
output_file = sys.argv[2]
word_counts = count_words(file_path)

if word_counts:
print_word_counts(word_counts)
save_word_counts(word_counts, output_file)

if __name__ == "__main__":
main()
python.flypython.com

import os
import sys
from collections import Counter
import matplotlib.pyplot as plt

def count_words(file_path):
try:
with open(file_path, 'r') as file:
text = file.read()
words = text.split()
word_counts = Counter(words)
return word_counts
except FileNotFoundError:
print(f"File not found: {file_path}")
return None

def print_word_counts(word_counts):
for word, count in word_counts.items():
print(f"{word}: {count}")

def save_word_counts(word_counts, output_file):
with open(output_file, 'w') as file:
for word, count in word_counts.items():
file.write(f"{word}: {count}\n")
print(f"Word counts saved to {output_file}")

def plot_word_frequencies(word_counts):
words = list(word_counts.keys())
counts = list(word_counts.values())

plt.figure(figsize=(10, 5))
plt.bar(words, counts)
plt.xlabel('Words')
plt.ylabel('Frequencies')
plt.title('Word Frequency Distribution')
plt.xticks(rotation=90)
plt.tight_layout()
plt.savefig('word_frequencies.png')
plt.show()
print("Word frequency plot saved as 'word_frequencies.png'")

def main():
if len(sys.argv) < 3:
print("Usage: python word_frequency_counter.py <file_path> <output_file>")
return

file_path = sys.argv[1]
output_file = sys.argv[2]
word_counts = count_words(file_path)

if word_counts:
print_word_counts(word_counts)
save_word_counts(word_counts, output_file)
plot_word_frequencies(word_counts)

if __name__ == "__main__":
main()

def summarize_word_frequencies(word_counts, top_n=10):
most_common = word_counts.most_common(top_n)
print(f"\nTop {top_n} most common words:")
for word, count in most_common:
print(f"{word}: {count}")

def filter_short_words(word_counts, min_length=5):
filtered_counts = {word: count for word, count in word_counts.items() if len(word) >= min_length}
return filtered_counts

# Extended functionalities
if __name__ == "__main__":
if len(sys.argv) < 3:
print("Usage: python word_frequency_counter.py <file_path> <output_file>")
else:
file_path = sys.argv[1]
output_file = sys.argv[2]
word_counts = count_words(file_path)

if word_counts:
print_word_counts(word_counts)
save_word_counts(word_counts, output_file)
plot_word_frequencies(word_counts)
summarize_word_frequencies(word_counts)
filtered_counts = filter_short_words(word_counts)
print("\nFiltered word counts (words with 5+ characters):")
print_word_counts(filtered_counts)