five

Life Events On Twitter

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Zenodo2020-09-20 更新2026-05-25 收录
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https://zenodo.org/record/1294893
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This dataset contains tweets about two types of life event: weddings and births of a child.<br> It is build very unbalanced with the purpose to simulate a social network timeline, in this case a Twitter account. In fact, on someone's timeline is hard to find contents about user's personal wedding or child births. This dataset contains 5836 tweets, taken from 44 different accounts: 161 about wedding, 135 about a birth of a child. It has two colums: TweetID, which contains the ID of the tweet Label, which contains the classification. Possible values: WEDDING if the post is about a wedding BIRTH if the post is about a birth of a child NONE if the post is neither about a wedding or a birth of a child

本数据集收录了两类生活事件相关的推文:婚礼与新生儿诞生。 该数据集在构建过程中特意设置了非均衡样本分布,以模拟社交网络的时间线场景——具体为推特(Twitter)账号的个人时间线。事实上,在个人账号的时间线中,用户自身的婚礼或新生儿诞生相关内容本就较为罕见。 本数据集共包含5836条推文,源自44个不同账号,其中161条与婚礼相关,135条与新生儿诞生相关。 该数据集包含两列字段: 1. 推文ID(TweetID):存储对应推文的唯一标识符 2. 标签(Label):存储该推文的分类结果,可选取值包括: - WEDDING:推文内容与婚礼相关 - BIRTH:推文内容与新生儿诞生相关 - NONE:推文内容既不涉及婚礼,也不涉及新生儿诞生
提供机构:
Zenodo
创建时间:
2018-06-21
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