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悟道(WuDao)資料集

非原製作者,僅搬移。

此資料集下載約60GB,解壓縮後約220GB。

原始連結

Science Data Bank

使用

sudo apt install unrar
pip install patool wget opencc
from datasets import load_dataset
# 簡中
load_dataset("p208p2002/wudao",streaming=True,split="zhs")
# 繁中 (使用opencc轉換)
load_dataset("p208p2002/wudao",streaming=True,split="zht")

清除資料

當下載失敗的時候請手動清除資料

rm -rf ~/.cache/wudao_dataset

資料類別統計

{
  "_total": 59100001,
  "豆瓣话题": 209027,
  "科技": 1278068,
  "经济": 1096215,
  "汽车": 1368193,
  "娱乐": 1581947,
  "农业": 1129758,
  "军事": 420949,
  "社会": 446228,
  "游戏": 754703,
  "教育": 1133453,
  "体育": 660858,
  "旅行": 821573,
  "国际": 630386,
  "房产": 387786,
  "文化": 710648,
  "法律": 36585,
  "股票": 1205,
  "博客": 15467790,
  "日报": 16971,
  "评论": 13867,
  "孕育常识": 48291,
  "健康": 15291,
  "财经": 54656,
  "医学问答": 314771,
  "资讯": 1066180,
  "科普文章": 60581,
  "百科": 27273280,
  "酒业": 287,
  "经验": 609195,
  "新闻": 846810,
  "小红书攻略": 185379,
  "生活": 23,
  "网页文本": 115830,
  "观点": 1268,
  "海外": 4,
  "户外": 5,
  "美容": 7,
  "理论": 247,
  "天气": 540,
  "文旅": 2999,
  "信托": 62,
  "保险": 70,
  "水利资讯": 17,
  "时尚": 1123,
  "亲子": 39,
  "百家号文章": 335591,
  "黄金": 216,
  "党建": 1,
  "期货": 330,
  "快讯": 41,
  "国内": 15,
  "国学": 614,
  "公益": 15,
  "能源": 7,
  "创新": 6
}

Cite

@misc{ c6a3fe684227415a9db8e21bac4a15ab,
  author       = {Zhao Xue and Hanyu Zhao and Sha Yuan and Yequan Wang},
  title        = {{WuDaoCorpora Text}},
  year         = 2022,
  month        = dec,
  publisher    = {Science Data Bank},
  version      = {V1},
  doi          = {10.57760/sciencedb.o00126.00004},
  url          = https://doi.org/10.57760/sciencedb.o00126.00004
}
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