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按照
掌握
接着
接著
故此
整个
方便
方面
旁人
无宁
无法
无论
既是
既然
时候
明显
明确
是否
是的
显然
显著
普通
普遍
更加
曾经
最后
最大
最好
最後
最近
最高
有些
有关
有利
有力
有所
有效
有时
有点
有的
有着
有著
朝着
本着
来着
极了
构成
果然
果真
某个
某些
根据
根本
欢迎
正在
正如
正常
此外
此时
此间
毋宁
每个
每天
每年
每当
比如
比方
比较
毫不
没有
沿着
注意
深入
清楚
满足
漫说
然则
然后
然後
然而
照着
特殊
特点
现代
现在
甚么
甚而
甚至
由于
的话
目前
直到
直接
相似
相信
相反
相同
相对
相应
相当
相等
省得
看出
看到
看来
看看
看见
真是
真正
着呢
知道
确定
积极
移动
突出
突然
立即
等等
纵令
纵使
纵然
练习
组成
经常
经过
结合
结果
绝对
继续
继而
维持
罢了
考虑
而且
而况
而外
而已
而是
而言
联系
能否
能够
自从
自家
自己
自身
至于
良好
若是
若非
范围
莫若
获得
虽则
虽然
虽说
行为
行动
表明
表示
要不
要么
要是
要求
规定
觉得
认为
认真
认识
许多
设使
设若
说明
说说
诸位
谁知
起来
起见
趁着
越是
转动
转变
转贴
较之
达到
迅速
过去
过来
运用
还是
还有
这个
这么
这些
这儿
这时
这样
这点
这种
这边
这里
这麽
进入
进步
进而
进行
连同
适应
适当
适用
逐步
逐渐
通常
通过
造成
遇到
遭到
避免
那个
那么
那些
那儿
那时
那样
那边
那里
那麽
部分
鄙人
采取
里面
重大
重新
重要
鉴于
问题
防止
附近
限制
除了
除非
随着
随著
集中
需要
非但
非常
非徒
顺着
首先
高兴
－－
一方面
为什么
为什麽
之所以
于是乎
什么样
以至于
反过来
大多数
它们的
就是说
并不是
并没有
怎么办
怎么样
换言之
是不是
特别是
紧接着
自个儿
自各儿
要不是
要不然
这么些
这么样
这会儿
那么些
那么样
那会儿
与此同时
具体地说
具体说来
反过来说
另一方面
如上所述
总的来看
总的来说
总的说来
总而言之
恰恰相反
换句话说
由此可见
相对而言
综上所述
这么点儿
这就是说
除此之外'''

stopwords = [i.strip() for i in stopwords.splitlines()]