遇见数据集

Coronavirus (COVID-19) Geo-tagged Tweets Dataset

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Mendeley Data2024-01-31 更新2024-06-29 收录
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This dataset contains the IDs of geo-tagged tweets. The tweets are captured by an on-going project deployed at https://live.rlamsal.com.np. The model monitors the real-time Twitter feed for these keywords - “corona”, "coronavirus", "covid", "pandemic", "lockdown", "quarantine", "hand sanitizer", "ppe", "n95", different possible variants of "sarscov2", "nCov", "covid-19", "ncov2019", "2019ncov", "flatten(ing) the curve", "social distancing", "work(ing) from home" and the respective hashtag of all these keywords. Complying with Twitter's content redistribution policy, only the tweet IDs are shared. You can re-construct the dataset by hydrating these IDs. The tweet IDs in this dataset belong to the tweets tweeted providing an exact location. Please note that this dataset should be solely used for non-commercial research purposes (ignore every other LICENSE category given on this page).-------------------------------------------------------------------------Coronavirus (COVID-19) Tweets Dataset(200+ Million English Language Tweets; ongoing collection)-------------------------------------------------------------------------Note: I started sharing the IDs of the tweets that had exact 'point' location information, only since April 28, 2020, with some genuine requests coming in from academic researchers who did not want to hydrate the whole lists of IDs shared in the Coronavirus (COVID-19) Tweets Dataset.Update: I have received a lot of requests, especially from Social Science researchers, to also make the geo-tagged tweets created between March 20, 2020, and April 28, 2020, available in this dataset. Hydrating the millions of tweet IDs may come as a tedious task for people with less technical expertise. Therefore, I have started hydrating the IDs provided in the Coronavirus (COVID-19) Tweets Dataset, and I will be sharing the geo-tagged tweets posted in between these dates as the hydration task goes on. Bookmark this page for further updates.Why are only tweet IDs being shared? Twitter's content redistribution policy restricts the sharing of tweet information other than tweet IDs and/or user IDs. Twitter wants researchers always to pull fresh data. It is because a user might delete a tweet or make their profile protected. If the same tweet has already been pulled and shared on a public domain, it might make the user/community vulnerable to many inferences coming out of the shared data which currently does not exist or is private.

本数据集包含带有地理标记的推文ID。这些推文由部署于https://live.rlamsal.com.np的一项正在进行的研究项目所采集。该模型实时监控推特(Twitter)平台的下述关键词及其对应话题标签:"corona"、"coronavirus"、"covid"、"pandemic"、"lockdown"、"quarantine"、"hand sanitizer(手部消毒剂)"、"ppe(个人防护装备)"、"n95(N95防护口罩)"、"sarscov2的各类可能变体"、"nCov"、"covid-19"、"ncov2019"、"2019ncov"、"flatten(ing) the curve(拉平疫情曲线)"、"social distancing(社交距离)"、"work(ing) from home(居家办公)"。依据推特(Twitter)的内容重分发政策,本数据集仅共享推文ID。研究者可通过推文水化(hydrate)操作还原本数据集的完整内容。本数据集内的推文ID均对应带有精确地理位置信息的推文。请注意,本数据集仅可用于非商业性研究用途(请忽略本页面中其他所有许可协议类别)。 ------------------------------------------------------------------------- 新型冠状病毒(COVID-19)推文数据集(2亿余条英文推文;持续收集中) ------------------------------------------------------------------------- 备注:应部分学术研究者的实际需求,自2020年4月28日起,我开始共享带有精确“点”状位置信息的推文ID——这些研究者不愿对新型冠状病毒(COVID-19)推文数据集中共享的全部ID列表进行水化操作。 更新:我收到了大量请求,尤其是来自社会科学领域的研究者,希望本数据集也能提供2020年3月20日至2020年4月28日期间发布的带地理标记的推文。对于技术能力有限的研究者而言,对海量推文ID进行水化操作可能是一项繁琐的工作。因此,我已开始对新型冠状病毒(COVID-19)推文数据集中提供的ID进行水化处理,并将随着水化进度陆续分享上述时间段内发布的带地理标记的推文。请收藏本页面以获取后续更新。 为何仅共享推文ID?推特(Twitter)的内容重分发政策限制了除推文ID和/或用户ID之外的推文信息共享。推特要求研究者始终获取新鲜数据,原因在于用户可能会删除推文或将其账号设为私密。若已获取的推文被公开分享,可能会使用户/相关社区面临来自该共享数据的诸多推断风险,而此类风险在数据未被共享时并不存在,或仅存在于私密场景中。

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2024-01-31
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