From 8ea396db5861805f9a6852a4fb91f0921bf6e221 Mon Sep 17 00:00:00 2001
From: Aditya Kumar Mishra <154746713+adityakrmishra@users.noreply.github.com>
Date: Sun, 5 Jan 2025 19:36:07 +0530
Subject: [PATCH] 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.
---
CNAME | 130 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++-
1 file changed, 129 insertions(+), 1 deletion(-)
diff --git a/CNAME b/CNAME
index bfb6cb6..dec31d2 100644
--- a/CNAME
+++ b/CNAME
@@ -1 +1,129 @@
-python.flypython.com
\ No newline at end of file
+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)