栏目分类:
子分类:
返回
名师互学网用户登录
快速导航关闭
当前搜索
当前分类
子分类
实用工具
热门搜索
名师互学网 > IT > 软件开发 > 后端开发 > Python

“21天好习惯”第一期-20

Python 更新时间: 发布时间: IT归档 最新发布 模块sitemap 名妆网 法律咨询 聚返吧 英语巴士网 伯小乐 网商动力

“21天好习惯”第一期-20

python——jieba库的使用

一、jieba库的安装

1.快捷指令win+r,输入cmd,

2.打开之后,输入pip install jieba,回车自动安装。

3.安装完毕后输入python,回车,再输入import jieba

二、jieba库常用分词函数

jieba.cut(s)精确模式,返回—个可迭代的数据类型
jieba.cut(s,cut_all=True)全模式,输出文本s中所有可能单词
jieba.cut_for_search(s)搜索引擎模式,适合搜索引擎建立索引的分词结果
jieba.lcut(s)精确模式,返回—个列表类型,建议使用
jieba.lcut(s,cut_all=True)全模式,返回—个列表类型,建议使用
jieba.lcut_for_search(s)搜索引擎模式,返回—个列表类型,建议使用
jieba.add_word(w)向分词词典中增加新词W

三、实际应用:文本词频的统计

《红楼梦》人物统计。编写程序统计《红楼梦》中前20位出场最多的人物。

import jieba
txt=open("D:/红楼梦.txt","r",encoding='utf-8').read()  
excludes={"什么","一个","我们","那里","你们","如今","知道",
"起来","说道","姑娘","这里","出来","他们","众人","奶奶","自己",
"一面","只见","怎么","两个","没有","不是","不知","这个","听见",
"这样","进来","咱们","告诉","就是","东西","回来","只是","大家",
"老爷","只得","丫头","这些","不敢","出去","所以","不过","的话",
"不好","姐姐","一时","不能","过来","心里","二爷","如此","今日",
"银子","几个","答应","二人","还有","只管","这么","说话","一回",
"那边","这话","外头","打发","自然","今儿","罢了","屋里","那些",
"听说","小丫头","如何","问道","看见","妹妹","人家","不用","媳妇"}
words=jieba.lcut(txt)
counts={}
for word in words:
    if len(word)==1: #排除单个字符
        continue
    elif word=="王夫人" or word=="太太": #同一人物整合处理
        rword="王夫人"
    elif word=="贾母" or word=="老太太":
        rword="贾母"
    elif word=="凤姐" or word=="凤姐儿":
        rword="凤姐"
    elif word=="黛玉" or word=="林黛玉":
        rword="黛玉"
    else:
        rword=word
    counts[rword]=counts.get(rword,0) + 1
for word in excludes:
    del(counts[word])
items=list(counts.items())
items.sort(key=lambda x:x[1],reverse=True)
for i in range(20):
    word,count=items[i]
    print("{0:<10}{1:>5}".format(word,count))

运行结果:

runfile('D:/python/zuoye9.3.py', wdir='D:/python')
宝玉         3556
贾母         2148
王夫人        1748
凤姐         1556
黛玉          746
贾琏          664
平儿          590
宝钗          536
袭人          516
薛姨妈         445
探春          428
鸳鸯          421
贾政          332
晴雯          305
刘姥姥         293
湘云          292
邢夫人         285
贾珍          277
紫鹃          265
香菱          257

转载请注明:文章转载自 www.mshxw.com
本文地址:https://www.mshxw.com/it/461436.html
我们一直用心在做
关于我们 文章归档 网站地图 联系我们

版权所有 (c)2021-2022 MSHXW.COM

ICP备案号:晋ICP备2021003244-6号