python计算词频-优快云博客

本文链接：https://blog.youkuaiyun.com/f_ckhell/article/details/140400318

1.代码

import re

text = """

Got this panda plush toy for my daughter's birthday,

who loves it and takes it everywhere. It's soft and

super cute, and its face has a friendly look. It's

a bit small for what I paid though. I think there

might be other options that are bigger for the

same price. It arrived a day earlier than expected,

so I got to play with it myself before I gave it

to her.

"""

def remove_punctuation(text):

cleaned_text = re.sub(r'[^\w\s]', '', text).lower()

words = ' '.join(cleaned_text.split())

return words

def wordcount(text):

clean_text = remove_punctuation(text)

words = clean_text.split()

word_count = {}

for word in words:

if word in word_count:

word_count[word] += 1

else:

word_count[word] = 1

return word_count

print(wordcount(text))

运行结果：

{'got': 2, 'this': 1, 'panda': 1, 'plush': 1, 'toy': 1, 'for': 3, 'my': 1, 'daughters': 1, 'birthday': 1, 'who': 1, 'loves': 1, 'it': 5, 'and': 3, 'takes': 1, 'everywhere': 1, 'its': 3, 'soft': 1, 'super': 1, 'cute': 1, 'face': 1, 'has': 1, 'a': 3, 'friendly': 1, 'look': 1, 'bit': 1, 'small': 1, 'what': 1, 'i': 4, 'paid': 1, 'though': 1, 'think': 1, 'there': 1, 'might': 1, 'be': 1, 'other': 1, 'options': 1, 'that': 1, 'are': 1, 'bigger': 1, 'the': 1, 'same': 1, 'price': 1, 'arrived': 1, 'day': 1, 'earlier': 1, 'than': 1, 'expected': 1, 'so': 1, 'to': 2, 'play': 1, 'with': 1, 'myself': 1, 'before': 1, 'gave': 1, 'her': 1}

2.debug

（1）移除“text”中标点符号并转换成小写