中文词频统计

作业来源:https://edu.cnblogs.com/campus/gzcc/GZCC-16SE1/homework/2753

作业内容:

代码详情

import sys
reload(sys)

sys.setdefaultencoding('utf-8')

import jieba
import jieba.analyse
import xlwt #写入Excel表的库

if __name__=="__main__":

wbk = xlwt.Workbook(encoding = 'ascii')
sheet = wbk.add_sheet("wordCount")#Excel单元格名字
word_lst = []
key_list=[]
for line in open('test.txt'):#test.txt是需要分词统计的文档

item = line.strip('\n\r').split('\t') #制表格切分
# print item
tags = jieba.analyse.extract_tags(item[0]) #jieba分词
for t in tags:
word_lst.append(t)

word_dict= {}
with open("wordCount.txt",'w') as wf2: #打开文件

for item in word_lst:
if item not in word_dict: #统计数量
word_dict[item] = 1
else:
word_dict[item] += 1

orderList=list(word_dict.values())
orderList.sort(reverse=True)
# print orderList
for i in range(len(orderList)):
for key in word_dict:
if word_dict[key]==orderList[i]:
wf2.write(key+' '+str(word_dict[key])+'\n') #写入txt文档
key_list.append(key)
word_dict[key]=0


for i in range(len(key_list)):
sheet.write(i, 1, label = orderList[i])
sheet.write(i, 0, label = key_list[i])
wbk.save('wordCount.xls') #保存为 wordCount.xls文件

效果展示:

 

posted @ 2019-03-25 12:45  钟金晖  阅读(323)  评论(0编辑  收藏  举报