统计一篇英文文章内每个单词出现频率，并返回出现频率最高的前10个单词及其出现次数

统计一篇英文文章内每个单词出现频率，并返回出现频率最高的前10个单词及其出现次数

 

from collections import Counter

import re
with open("a.txt","r",encoding="utf-8") as  f:
    txt =f.read()

c =re.split("\W",txt)
Cnt =Counter(c)
print(Cnt)

ret =Cnt.most_common(10)
print(ret)

　　

改进版本.

from collections import Counter

import re
with open("models.py",encoding="utf-8") as f:
    txt = f.read()
c = re.split("\W",txt)

Cnt =Counter(c)

#1. 获取到的是一个大字典里面统计了单词出现的次数.
print(Cnt)

ret = Cnt.most_common(10)

#2. 统计了前十个单词出现的次数.
print(ret)  

lt =[]

for i in ret:
    x= i[0]
    lt.append(x)
    
#3. 统计了前十个单词出现的次数放在了一个列表里面.
print(lt)

打印结果：

C:\Python36\python.exe C:/Users/NorthK_PC/PycharmProjects/pageproject/app01/111.py
Counter({'': 62, 'models': 9, 'title': 2, 'IntegerField': 2, 'self': 2, 'from': 1, 'django': 1, 'db': 1, 'import': 1, 'Create': 1, 'your': 1, 'here': 1, 'class': 1, 'Book': 1, 'Model': 1, 'nid': 1, 'AutoField': 1, 'primary_key': 1, 'True': 1, 'CharField': 1, 'max_length': 1, '32': 1, 'publishDate': 1, 'DateField': 1, 'price': 1, 'DecimalField': 1, 'max_digits': 1, '5': 1, 'decimal_places': 1, '2': 1, 'keepNum': 1, 'commNum': 1, 'def': 1, '__str__': 1, 'return': 1})
[('', 62), ('models', 9), ('title', 2), ('IntegerField', 2), ('self', 2), ('from', 1), ('django', 1), ('db', 1), ('import', 1), ('Create', 1)]
['', 'models', 'title', 'IntegerField', 'self', 'from', 'django', 'db', 'import', 'Create']