Reference library

Lists & loops

Iterate, transform, and combine sequences with readable loop patterns.

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Lists & loops easy

How to Find the Mode in a Python List

Find the most frequent value (mode) in a Python list using the collections.Counter class, handling empty lists and ties.

mode counter frequency
Python
from collections import Counter

def find_mode(numbers):
    if not numbers:
        return None
    counts = Counter(numbers)
    max_count = max(counts.values())
    modes = [num for num, count in counts.items() if count == max_count]
    return modes[0] if len(modes) == 1 else modes

if __name__ == "__main__":
    …
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