基于python的tagcloud

时间:2023-03-08 20:43:07

setp1: 安装jieba,pytagcloud

pip install jieba

apt-get install python-pygame

pip install simplejson

pip install pytagcloud

step2:下载中文字体文件比如simhei.ttf

  • 找到pytagcloud包的字体文件(/usr/local/lib/python2.7/dist-packages/pytagcloud/fonts)
  • 复制字体文件到pytagcloud中 cp simhei.ttf /usr/local/lib/python2.7/dist-packages/pytagcloud/fonts
  • 编辑fonts.json  vim fonts.json (如下图)
[
2 {
3 "name":"SimHei",
4 "ttf":"simhei.ttf",
5 "web":"none"
6 },
7 {
8 "name": "Nobile",
9 "ttf": "nobile.ttf",
10 "web": "http://fonts.googleapis.com/css?family=Nobile"
11 },
12 {
13 "name": "Old Standard TT",
14 "ttf": "OldStandard-Regular.ttf",
15 "web": "http://fonts.googleapis.com/css?family=Old+Standard+TT"
16 },

step3:爬取文本

step4:生成tagcloud

 1 # -*- coding:utf-8 -*-
2 import jieba
3 import jieba.analyse
4 import pytagcloud
5 from pytagcloud import create_tag_image,make_tags
6 from pytagcloud.lang.counter import get_tag_counts
7 fp=open('sent.txt','r')
8 content = fp.read()
9 words = jieba.cut(content)
10 top = jieba.analyse.extract_tags(content,topK=100,withWeight=True)
11 tagcloud={}
12 for i in xrange(len(top)):
13 tagcloud[top[i][0]]=int(top[i][1])
14 print tagcloud
15 from operator import itemgetter
16 swd = sorted(tagcloud.iteritems(),key=itemgetter(1),reverse=True)
17 tags = make_tags(swd, minsize=20,maxsize=60)
18 #print tags
19 create_tag_image(tags, 'cloud_large.png',background=(0,0,0,255),size=(900, 600),fontname='SimHei')
20 import webbrowser
21 webbrowser.open('cloud_large.png')

基于python的tagcloud