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Python爬取糗事百科,并利用Wordcloud进行展示

2017-12-05 11:27 453 查看
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
import requests
from bs4 import BeautifulSoup
# 糗事百科的url为:https://www.qiushibaike.com/8hr/page/2/ page后面的数字随页面变化。本次爬去第2-9页的数据
url = 'https://www.qiushibaike.com/8hr/page/'
Text_All=[]
for p in range(2,9):
start_urls = url + str(p)+'/'
#print(start_urls)
res = requests.get(start_urls)
res.encoding = 'utf-8'
soup = BeautifulSoup(res.text,'html.parser')

for i in soup.select('.content span')[:]:
Text_All.append(i.text)
将list转换为str
text_all=' '.join(Text_All)
print(text_all)
#写入text.txt文件
with open('test.txt','wb') as f:

f.write(text_all.encode('utf-8'))

结果如下:



#!/usr/bin/env python3
# -*- coding: utf-8 -*-
from os import path
from PIL import Image
import numpy as np
import matplotlib.pyplot as plt
import jieba
import codecs,sys
import random
from wordcloud import WordCloud, STOPWORDS, ImageColorGenerator
#定义图片色彩函数
def color_func(word, font_size, position, orientation, random_state=None, **kwargs):
return "hsl(15, %d%%, %d%%)" % (random.randint(200, 255),random.randint(10, 55))
#return "hsl(100, %d%%, %d%%)" % (random.randint(200, 255),random.randint(10, 55))

d = path.dirname('.')

# 读取整个文档
text = codecs.open("test.txt","r","utf-8").read()
#text = open(path.join(d, '.txt')).read()
text = " ".join(jieba.cut(text))

# 设置背景图片
flower_coloring = np.array(Image.open(path.join(d, "a.jpg")))
stopwords = set(STOPWORDS)
stopwords.add("said")
#设置背景参数
wc = WordCloud(background_color="white", max_words=2000, mask=flower_coloring,
font_path = 'C:\Windows\Fonts\simfang.ttf',
stopwords=stopwords, max_font_size=12, random_state=10)
# generate word cloud
wc.generate(text)

# show
plt.imshow(wc)
plt.axis("off")
plt.figure()
# 保存图片
wc.to_file(path.join(d,"1.png"))
#更换图片颜色
plt.imshow(wc.recolor(color_func=color_func, random_state=3))
wc.to_file("2.png")

结果展示:





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标签:  Python 入门 爬虫 词云