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python counts word occurrences

angryTom

Release： 2020-02-13 11:09:12

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python counts word occurrences

Python counts the number of word occurrences

To do word frequency statistics, using dictionary is undoubtedly the most appropriate data type. The word is used as the key of the dictionary, and the number of times the word appears is used as the value of the dictionary. It is very convenient to record the frequency of each word. The dictionary is much like our phone book, and each name is associated with a phone number.

The following is the specific implementation code, which implements reading words from the importthis.txt file and counting the 5 words with the most occurrences.

# -*- coding:utf-8 -*-
import io
import re

class Counter:
    def __init__(self, path):
        """
        :param path: 文件路径
        """
        self.mapping = dict()
        with io.open(path, encoding="utf-8") as f:
            data = f.read()
            words = [s.lower() for s in re.findall("\w+", data)]
            for word in words:
                self.mapping[word] = self.mapping.get(word, 0) + 1

    def most_common(self, n):
        assert n > 0, "n should be large than 0"
        return sorted(self.mapping.items(), key=lambda item: item[1], reverse=True)[:n]

if __name__ == &#39;__main__&#39;:
    most_common_5 = Counter("importthis.txt").most_common(5)
    for item in most_common_5:
        print(item)

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Execution effect:

(&#39;is&#39;, 10)
(&#39;better&#39;, 8)
(&#39;than&#39;, 8)
(&#39;the&#39;, 6)
(&#39;to&#39;, 5)

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