实现word_count统计文本中word频次
请实现一个wordcount函数,统计英文字符串中每个单词出现的次数。返回一个字典,key为单词,value为对应单词出现的次数。
Eg:
Input:
"""Hello world!
This is an example.
Word count is fun.
Is it fun to count words?
Yes, it is fun!"""
Output:
{'hello': 1, 'world': 1, 'this': 1, 'is': 4, 'an': 1, 'example': 1, 'word': 1, 'count': 2,
'fun': 3, 'it': 2, 'to': 1, 'words': 1, 'yes': 1}
TIPS:记得先去掉标点符号,然后把每个单词转换成小写。不需要考虑特别多的标点符号,只需要考虑实例输入中存在的就可以。
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.
"""
实现代码:
def wordcount(text):texts = [t.lower() for t in text.replace('\n', ' ').replace(',', '').replace('.', '').strip().split(' ')]map_count = {}for t in texts:if t==" " or t=='': continueif t not in map_count: map_count[t]=0map_count[t]+=1return map_countif __name__=="__main__":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.
"""count = wordcount(text)print(count)
运行结果为:
{'got': 2, 'this': 1, 'panda': 1, 'plush': 1, 'toy': 1, 'for': 3, 'my': 1, "daughter's": 1, 'birthday': 1, 'who': 1, 'loves': 1, 'it': 5, 'and': 3, 'takes': 1, 'everywhere': 1, "it's": 2, 'soft': 1, 'super': 1, 'cute': 1, 'its': 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}
Debug
在Vscode中Debug Python程序可以使用breakpoint添加断点,如图所示添加断点即可,不过需要注意Python版本大于等于3.7
开始调试
命令行运行Python程序后,就会进入Debug模式,调试过程如下图:
详细的调试命令可以看:Python pdb调试器详细教程
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