fix(counter): exluding stopwords and occurences <= 3

[MarkNygaard]

Summary

This pull request optimizes the commonWords function by introducing filtering for common stop words and adjusting the word counting mechanism to reduce noise. The key changes include:

1. Stop Words Filtering: Excludes common stop words such as "the," "and," "to," etc., to focus on more meaningful words.
2. Count Filtering: Only includes words that appear more than 3 times to further reduce noise and highlight significant words.

Detailed Changes

• Stop Words Exclusion:

  • Added an array excludedWords containing the most common English stop words.
  • Modified the normalizedWords map function to filter out words present in excludedWords.

• Count Threshold:

  • Introduced a filter step to only include words with a count greater than 3 in the final output.

Benefits

• Improved Relevance: By excluding common stop words, the function now highlights more relevant and meaningful words in the text.
• Noise Reduction: The additional filter for word count ensures that only frequently occurring words are included, reducing the noise from less significant words.
• Enhanced Readability: The output is more focused and easier to interpret, providing better insights from the text analysis.

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