QMZ 2 months ago
parent 4f68e7d3fb
commit 3349e9652c

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import requests
from bs4 import BeautifulSoup
import re
import jieba # 结巴分词 pip install jieba
import wordcloud # 词云图 pip install wordcloud
import imageio # 读取本地图片 修改词云图形
import matplotlib.pyplot as plt
headers = {'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36 Edg/128.0.0.0' }
# 获取搜索结果页面的内容
def get_search_page(search_url):
response = requests.get(search_url, headers=headers)
response.raise_for_status() # 确保请求成功
return response.text
# 提取页面中所有视频的链接
def extract_video_links(page_content):
soup = BeautifulSoup(page_content, 'html.parser')
video_links = []
# 选择器根据实际网页结构可能需要调整
for a_tag in soup.select(".video-list.row div.bili-video-card > div > a"):
link = a_tag.get('href')
video_links.append(link)
return video_links
# 提取视频的BV号
def extract__BV(video_url):
video_id_match = re.search(r'/video/([^/]+)', video_url)
if video_id_match:
return video_id_match.group(1)
return None
def get_cid_from_bv(bv_id):
# 视频详情 API 地址
video_url = f'https://api.bilibili.com/x/web-interface/view?bvid={bv_id}'
# 发送请求
response = requests.get(video_url, headers=headers)
response.raise_for_status()
data = response.json()
# 提取 cid
if data.get('code') == 0:
cid = data.get('data', {}).get('cid')
return cid
else:
return None
def get_danmu(id):
video_url = f'https://api.bilibili.com/x/v1/dm/list.so?oid={id}'
response = requests.get(video_url, headers=headers) #要爬取的网址
response.encoding='utf-8' #编码方式
html = response.text
soup = BeautifulSoup(html) #使用beautifulsoup库快速查找我们想要的信息
all_txt = soup.findAll("d") #寻找到所有包含d的行
txt=[all_txts.attrs ["p"]for all_txts in all_txt] #寻找到所有包含d的行中属性为p的值这里边包含了弹幕的虚拟id等
txtss=[all_txts.string for all_txts in all_txt] #寻找到所有包含d的行中的字符串数据即弹幕内容
txtsss=[txts.replace(' ','') for txts in txtss] #将字符串中的空格消除掉
return(txtsss) ###打印便可看见一条条弹幕的属性和内容了。
# 主函数
def main(search_url):
page_content = get_search_page(search_url)
video_links = extract_video_links(page_content)
bvs = []
for link in video_links:
bv = extract__BV(link)
if bv:
bvs.append(bv)
cids = []
for bv in bvs:
cid = get_cid_from_bv(bv)
cids.append(cid)
return(cids)
# 示例搜索页 URL需要替换为实际的搜索页 URL
search_url = 'https://search.bilibili.com/all?keyword=2024巴黎奥运会'
aa = main(search_url)
alltxt=[]
for id in aa:
txt = get_danmu(id)
alltxt=alltxt + txt
danmustr=''.join(i for i in alltxt) #将所有弹幕拼接在一起
words=list(jieba.cut(danmustr)) ###利用jieba库将弹幕按词进行切分
words=[i for i in words if len(i)>1] ###挑出长度大于1的词语为去除诸如啊等字符
wc=wordcloud.WordCloud(height=1000,width=1000,font_path='simsun.ttc')#利用wordcloud库定义词云图片的信息
wc.generate(' '.join(words)) ##生成图片
print(wc)
plt.imshow(wc)
plt.show()
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