import requests import re #一、首先定义获取弹幕huqudanmu函数 def huoqudanmu(cid): url=f'https://api.bilibili.com/x/v1/dm/list.so?oid={cid}'#通过cid值获取对应视频的弹幕 Hddf = { "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" } resp= requests.get(url,headers=Hddf)#从网址获取弹幕 resp.encoding="utf-8"#弹幕中文编码 Data=resp.text#提取text文本 context=re.findall('(.*?)',Data)#提取弹幕文本 print(context) for index in context: with open('总弹幕.txt',mode='a',encoding='utf-8')as f: f.write(index)#写入text文件 f.write('\n') #二、获取所需弹幕地址 headers0={ "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" }#请求头 for page0 in range(1,11):#从搜索的十页获取网址,一页30个视频 if page0==1 : url="https://search.bilibili.com/all?vt=93020172&keyword=2024%E5%B7%B4%E9%BB%8E%E5%A5%A5%E8%BF%90%E4%BC%9A&from_source=webtop_search&spm_id_from=333.1007&search_source=5" else: url=f"https://search.bilibili.com/all?vt=93020172&keyword=2024%E5%B7%B4%E9%BB%8E%E5%A5%A5%E8%BF%90%E4%BC%9A&from_source=webtop_search&spm_id_from=333.1007&search_source=5&page={page0}" res0=requests.get(url,headers=headers0)#获取网页数据 Text0=res0.text bvid=re.findall('bvid:"(.*?)",title:',Text0)#获取视频bvid号 for bvid1 in bvid:# url=f"https://www.bilibili.com/video/{bvid1.strip()}/?spm_id_from=333.337.search-card.all.click&vd_source=516714ff716c382225c801afa2c87d8d" res0=requests.get(url,headers=headers0)#获取视频数据 Text0=res0.text oid=re.findall('"embedPlayer":{"p":.*?,"aid":.*?,"bvid":".*?","cid":(.*?),',Text0)#获取oid值(多余空格去除,不然匹配不到) for oid1 in oid:#提取oid值 huoqudanmu(oid1)#调用获取弹幕的函数 #三、生成词云图 import jieba import wordcloud import imageio #1.读取弹幕数据 f =open("总弹幕.txt",encoding='utf-8') text =f.read() #2.分词 text_list=jieba.lcut(text) text_str=' '.join(text_list) #3.词云图 f2=open("中文常见停用词.text",encoding='utf-8') text2=f2.read().splitlines()#读取弹幕 img= imageio.v2.imread('地球.png')#导入词云形状的图片 wc=wordcloud.WordCloud(#设置词云格式 width=1160,#宽 height=800,#高 background_color='white',#背景颜色 mask=img,#云图样式 stopwords=text2,#禁用词 font_path='msyh.ttc'#字体 ) wc.generate(text_str) wc.to_file('词云图.png')