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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.
Jassor909
approved these changes
Mar 20, 2025
Jassor909
approved these changes
Mar 20, 2025
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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.