nghuyong/WeiboSpider

持续维护的新浪微博采集工具🚀🚀🚀

项目特色

• 基于weibo.com的新版API构建，拥有最丰富的字段信息
• 多种采集模式，包含微博用户,推文,粉丝,关注,转发,评论,关键词搜索
• 核心代码仅100行，代码可读性高，可快速按需进行定制化改造

快速开始

拉取&&安装

git clone https://github.com/nghuyong/WeiboSpider.git --depth 1 
cd WeiboSpider
pip install -r requirements.txt

替换Cookie

访问https://weibo.com/， 登陆账号，打开浏览器的开发者模式，再次刷新

复制weibo.com数据包，network中的cookie值。编辑weibospider/cookie.txt并替换成刚刚复制的Cookie

添加代理IP(可选)

重写fetch_proxy 方法，该方法需要返回一个代理ip，具体代码参考这里。推荐代理:

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运行程序

根据自己实际需要重写./weibospider/spiders/*中的start_requests函数

采集的数据存在output文件中，命名为{spider.name}_{datetime}.jsonl

用户信息采集

cd weibospider
python run_spider.py user

{
  "crawl_time": 1666863485,
  "_id": "1749127163",
  "avatar_hd": "https://tvax4.sinaimg.cn/crop.0.0.1080.1080.1024/001Un9Srly8h3fpj11yjyj60u00u0q7f02.jpg?KID=imgbed,tva&Expires=1666874283&ssig=a%2FMfgFzvRo",
  "nick_name": "雷军",
  "verified": true,
  "description": "小米董事长，金山软件董事长。业余爱好是天使投资。",
  "followers_count": 22756103,
  "friends_count": 1373,
  "statuses_count": 14923,
  "gender": "m",
  "location": "北京 海淀区",
  "mbrank": 7,
  "mbtype": 12,
  "verified_type": 0,
  "verified_reason": "小米创办人，董事长兼CEO；金山软件董事长；天使投资人。",
  "birthday": "",
  "created_at": "2010-05-31 23:07:59",
  "desc_text": "小米创办人，董事长兼CEO；金山软件董事长；天使投资人。",
  "ip_location": "IP属地：北京",
  "sunshine_credit": "信用极好",
  "label_desc": [
    "V指数 财经 75.30分",
    "热门财经博主 数据飙升",
    "昨日发博3，阅读数100万+，互动数1.9万",
    "视频累计播放量9819.3万",
    "群友 3132"
  ],
  "company": "金山软件",
  "education": {
    "school": "武汉大学"
  }
}

用户粉丝列表采集

python run_spider.py fan

{
  "crawl_time": 1666863563,
  "_id": "1087770692_5968044974",
  "follower_id": "1087770692",
  "fan_info": {
    "_id": "5968044974",
    "avatar_hd": "https://tvax1.sinaimg.cn/default/images/default_avatar_male_180.gif?KID=imgbed,tva&Expires=1666874363&ssig=UuzaeK437R",
    "nick_name": "用户5968044974",
    "verified": false,
    "description": "",
    "followers_count": 0,
    "friends_count": 195,
    "statuses_count": 9,
    "gender": "m",
    "location": "其他",
    "mbrank": 0,
    "mbtype": 0,
    "credit_score": 80,
    "created_at": "2016-06-25 22:30:13"
  }
}
...

用户关注列表采集

python run_spider.py follow

{
  "crawl_time": 1666863679,
  "_id": "1087770692_7083568088",
  "fan_id": "1087770692",
  "follower_info": {
    "_id": "7083568088",
    "avatar_hd": "https://tvax4.sinaimg.cn/crop.0.0.1080.1080.1024/007JnVEcly8gyqd9jadjlj30u00u0gpn.jpg?KID=imgbed,tva&Expires=1666874479&ssig=9zhfeMPLzr",
    "nick_name": "蒋昀霖",
    "verified": true,
    "description": "工作请联系：lijialun@kpictures.cn",
    "followers_count": 329216,
    "friends_count": 58,
    "statuses_count": 342,
    "gender": "m",
    "location": "北京",
    "mbrank": 6,
    "mbtype": 12,
    "credit_score": 80,
    "created_at": "2019-04-17 16:25:43",
    "verified_type": 0,
    "verified_reason": "东申未来 演员"
  }
}
...

微博评论采集

python run_spider.py comment

{
  "crawl_time": 1666863805,
  "_id": 4826279188108038,
  "created_at": "2022-10-19 13:41:29",
  "like_counts": 1,
  "ip_location": "来自河南",
  "content": "五周年快乐呀，请坤哥哥继续保持这份热爱，奔赴下一场山海",
  "comment_user": {
    "_id": "2380967841",
    "avatar_hd": "https://tvax4.sinaimg.cn/crop.0.0.888.888.1024/002B8iv7ly8gv647ipgxvj60oo0oojtk02.jpg?KID=imgbed,tva&Expires=1666874604&ssig=%2FdGaaIRkhf",
    "nick_name": "流年执念的二瓜娇",
    "verified": false,
    "description": "蓝桉已遇释怀鸟，不爱万物唯爱你。",
    "followers_count": 238,
    "friends_count": 1655,
    "statuses_count": 12546,
    "gender": "f",
    "location": "河南",
    "mbrank": 6,
    "mbtype": 11
  }
}
...

微博转发采集

python run_spider.py repost

{
  "_id": "4826312651310475",
  "mblogid": "Mb2vL5uUH",
  "created_at": "2022-10-19 15:54:27",
  "geo": null,
  "ip_location": "发布于 德国",
  "reposts_count": 0,
  "comments_count": 0,
  "attitudes_count": 0,
  "source": "iPhone客户端",
  "content": "共享[鼓掌][太开心][鼓掌]五周年快乐！//@陈坤:#山下学堂五周年# 五年， 感谢同行。",
  "pic_urls": [],
  "pic_num": 0,
  "user": {
    "_id": "2717869081",
    "avatar_hd": "https://tvax1.sinaimg.cn/crop.0.0.160.160.1024/a1ff6419ly8gz1xoq9oolj204g04g745.jpg?KID=imgbed,tva&Expires=1666876939&ssig=Cl93CLjdB%2F",
    "nick_name": "YuFeeC",
    "verified": false,
    "mbrank": 0,
    "mbtype": 0
  },
  "url": "https://weibo.com/2717869081/Mb2vL5uUH",
  "crawl_time": 1666866139
}
...

基于微博ID的微博采集

python run_spider.py tweet_by_tweet_id

{
    "_id": "4762810834227120",
    "mblogid": "LqlZNhJFm",
    "created_at": "2022-04-27 10:20:54",
    "geo": null,
    "ip_location": null,
    "reposts_count": 1890,
    "comments_count": 1924,
    "attitudes_count": 12167,
    "source": "三星Galaxy S22 Ultra",
    "content": "生于乱世纵横四海，义之所在不计生死，孤勇者陈恭一生当如是。#风起陇西今日开播# #风起陇西#  今晚，恭候你！",
    "pic_urls": [],
    "pic_num": 0,
    "isLongText": false,
    "user": {
        "_id": "1087770692",
        "avatar_hd": "https://tvax1.sinaimg.cn/crop.0.0.1080.1080.1024/40d61044ly8gbhxwgy419j20u00u0goc.jpg?KID=imgbed,tva&Expires=1682768013&ssig=r1QurGoc2L",
        "nick_name": "陈坤",
        "verified": true,
        "mbrank": 7,
        "mbtype": 12,
        "verified_type": 0
    },
    "video": "http://f.video.weibocdn.com/o0/CmQEWK1ylx07VAm0nrxe01041200YDIc0E010.mp4?label=mp4_720p&template=1280x720.25.0&ori=0&ps=1CwnkDw1GXwCQx&Expires=1682760813&ssig=26udcPSXFJ&KID=unistore,video",
    "url": "https://weibo.com/1087770692/LqlZNhJFm",
    "crawl_time": 1682757213
}
...

基于用户ID的微博采集

python run_spider.py tweet_by_user_id

{
  "crawl_time": 1666864583,
  "_id": "4762810834227120",
  "mblogid": "LqlZNhJFm",
  "created_at": "2022-04-27 10:20:54",
  "geo": null,
  "ip_location": null,
  "reposts_count": 1907,
  "comments_count": 1924,
  "attitudes_count": 12169,
  "source": "三星Galaxy S22 Ultra",
  "content": "生于乱世纵横四海，义之所在不计生死，孤勇者陈恭一生当如是。#风起陇西今日开播# #风起陇西#  今晚，恭候你！",
  "pic_urls": [],
  "pic_num": 0,
  "video": "http://f.video.weibocdn.com/o0/CmQEWK1ylx07VAm0nrxe01041200YDIc0E010.mp4?label=mp4_720p&template=1280x720.25.0&ori=0&ps=1CwnkDw1GXwCQx&Expires=1666868183&ssig=RlIeOt286i&KID=unistore,video",
  "url": "https://weibo.com/1087770692/LqlZNhJFm"
}
...

基于关键词的微博采集

python run_spider.py tweet_by_keyword

{
  "crawl_time": 1666869049,
  "keyword": "丽江",
  "_id": "4829255386537989",
  "mblogid": "Mch46rqPr",
  "created_at": "2022-10-27 18:47:50",
  "geo": {
    "type": "Point",
    "coordinates": [
      26.962427,
      100.248299
    ],
    "detail": {
      "poiid": "B2094251D06FAAF44299",
      "title": "山野文创旅拍圣地",
      "type": "checkin",
      "spot_type": "0"
    }
  },
  "ip_location": "发布于 云南",
  "reposts_count": 0,
  "comments_count": 0,
  "attitudes_count": 1,
  "source": "iPhone1314iPhone客户端",
  "content": "丽江小漾日出\n推出户外移动餐桌\n接受私人定制\n让美食融入美景心情自然美丽了！\n#小众宝藏旅行地##超出片的艺术街区#  ",
  "pic_urls": [
    "https://wx1.sinaimg.cn/orj960/4b138405gy1h7k1a56c4oj234022onph",
    "https://wx1.sinaimg.cn/orj960/4b138405gy1h7k19eb2kxj22ts1vvb2a",
    "https://wx1.sinaimg.cn/orj960/4b138405gy1h7k1a0wzglj22ua1w7hdw",
    "https://wx1.sinaimg.cn/orj960/4b138405gy1h7k19wsafnj231x21a7wj",
    "https://wx1.sinaimg.cn/orj960/4b138405gy1h7k19jd1xkj22oh1sbkjo",
    "https://wx1.sinaimg.cn/orj960/4b138405gy1h7k19mma74j22ru1ukx6q",
    "https://wx1.sinaimg.cn/orj960/4b138405gy1h7k19tf1bfj234022oe85",
    "https://wx1.sinaimg.cn/orj960/4b138405gy1h7k19pk37pj234022okjm",
    "https://wx1.sinaimg.cn/orj960/4b138405gy1h7k19g6nzfj20wi0lo7my"
  ],
  "pic_num": 9,
  "user": {
    "_id": "1259570181",
    "avatar_hd": "https://tvax1.sinaimg.cn/crop.0.0.1080.1080.1024/4b138405ly8gzfkfikyqvj20u00u0ag1.jpg?KID=imgbed,tva&Expires=1666879848&ssig=6PUDG5RonQ",
    "nick_name": "飞鸟与鱼",
    "verified": true,
    "mbrank": 7,
    "mbtype": 12,
    "verified_type": 0
  },
  "url": "https://weibo.com/1259570181/Mch46rqPr"
}
...

更新日志

• 2024.02: 支持采集自己推文的阅读量 #313
• 2024.02: 支持采集视频的播放量 #315
• 2024.01: 支持转发推文溯源到原推文 #314
• 2023.12: 支持采集推文的二级评论 #302
• 2023.12: 支持采集指定时间段的用户推文 #308
• 2023.04: 支持针对推文id的推文采集 #272
• 2022.11: 支持针对单个关键词获取单天超过1200页的检索结果 #257
• 2022.11: 支持长微博全文的获取
• 2022.11: 基于关键词微博搜索支持指定时间范围
• 2022.10: 添加IP归属地信息的采集，包括用户数据，微博数据和微博评论数据
• 2022.10: 基于weibo.com站点对项目进行重构

引用

@inproceedings{hu-etal-2020-weibo,
    title = "{W}eibo-{COV}: A Large-Scale {COVID}-19 Social Media Dataset from {W}eibo",
    author = "Hu, Yong  and
      Huang, Heyan  and
      Chen, Anfan  and
      Mao, Xian-Ling",
    booktitle = "Proceedings of the 1st Workshop on {NLP} for {COVID}-19 (Part 2) at {EMNLP} 2020",
    month = dec,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.nlpcovid19-2.34",
    doi = "10.18653/v1/2020.nlpcovid19-2.34",
}

其他工作

• 已构建超大规模数据集WeiboCOV，可免费申请，包含2千万微博活跃用户以及6千万推文数据，参见这里