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  • Strengths:

    • The student demonstrates a strong understanding of prefix sums and hash maps, which are key to solving these problems efficiently.
    • The code is clean, well-commented, and follows best practices.
    • The student provides clear explanations of the logic and edge cases, which shows good problem-solving skills.
  • Areas for Improvement:

    • In problem17.py, the comment about "Why NOT check prefix directly?" could be more concise or integrated into the main explanation.
    • In problem18.py, the comment about defaultdict(int) is useful but could be slightly clearer about why it's not suitable here.
    • In problem19.py, the variable name "sett" could be more descriptive, such as "char_set" or "seen_chars".

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