论文标题
浏览烟雾：使用Reddit和Twitter的数据对电子烟，品牌和市场进行全球比较研究
Seeing through the smoke : a world-wide comparative study of e-cigarette flavors, brands and markets using data from Reddit and Twitter
论文作者
论文摘要
电子烟（一种替代香烟）的普及促使我们使用Reddit和Twitter的帖子来研究品牌，口味和在线市场活动的趋势。这项全球研究的主要动机是强调法律法规对不同国家 /地区不同风味和品牌的使用和可用性的差异。数据是从属于澳大利亚，加拿大，欧洲和英国的电子烟社区的子列表中获得的。广泛清洁数据和严格的文本挖掘操作为不同国家提供了不同的结果。从Reddit和Twitter获得了不同的结果，因为它们为用户提供了不同的氛围。
The growing popularity of E-cigarettes, an alternative to cigarettes, has motivated us to study trends of the brands, flavors and online market activity using posts from Reddit and Twitter. The main motivation for this world-wide study is to emphasize the difference that laws and regulations have on the usage and availability of different flavors and brands of vapes in different countries. Data has been obtained from subreddits belonging to e-cigarette communities from Australia, Canada, Europe, and the UK. Extensive cleaning of data, and rigorous text mining operations provide varying results for different countries. Varying results have been obtained from Reddit and Twitter since they provide different atmospheres to the users.
