Sentiment (supervised polarity classification) and topic analysis of LastQuake app user's comments - Aegean 2020 earthquake
收藏data.ncl.ac.uk2023-05-31 更新2025-01-15 收录
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https://data.ncl.ac.uk/articles/dataset/Polarity_and_topic_supervised_classification_of_LastQuake_app_user_s_comments_-_Aegean_2020_earthquake/14604354/4
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资源简介:
This database contains the sentiment analysis (SA) and topic
supervised classification of the comments posted by LastQuake app users related
to the 30th October 2020 Aegean earthquake. LastQuake app is a crowdsource-based earthquake information app
that allows eyewitnesses to share information about the earthquakes that they
felt, combined with seismic data. This app was developed by the
European-Mediterranean Seismological Centre (EMSC). Attributes and data
contained in the database are:
§ eq_evid :
Number of the earthquake the comment is associated with
§ eq_mag :
magnitude of the event
§ eq_t0 :
Origin time (UTC)
§ intensity:
felt report intensity (as before leaving a comment users must leave a felt
report)
§ epidist :
distance from the event of the comment, in km
§ dt :
response time from the origin time of the associated event, in seconds
§ rate_pos :
number of positive rates *
§ rate_neg :
number of negative rates*
§ device :
device from which the comment was left (desktop, mobile ou app)
§ comm_valid
: 0 or 1 depending on if we validated the comment or not. We invalidate
comments when we consider them inappropriate (violence, insults,...)
§ language:
Original language on which the comment was written
§ polarity:
Polarity on which the comment is classified, i.e. positive, negative, neutral
§ topic:
Main topic addressed in the comment, i.e. building damages, tsunami effects,
geotechnical effects, lifelines affected, emergency response, solidarity
messages, preparedness, seismic information, intensity and unrealted.
§ comment:
comment posted by LastQuake app user translated to English
本数据库收录了与2020年10月30日爱琴海地震相关的评论的情感分析(SA)及主题监督分类。LastQuake应用是一款基于众包的地震信息应用,允许目击者分享他们所感受到的地震信息,并配合地震数据进行整合。该应用由欧洲-地中海地震中心(EMSC)开发。数据库中包含的属性和数据有:
§ eq_evid:与评论关联的地震编号
§ eq_mag:事件震级
§ eq_t0:震源时间(UTC时间标准
§ intensity:感受到的报道强度(用户在留言前必须留下感受到的报告强度
§ epidist:评论事件距离,单位为千米
§ dt:从关联事件震源时间起算的响应时间,单位为秒
§ rate_pos:正面评分数量
§ rate_neg:负面评分数量
§ device:发表评论的设备(桌面、移动或应用
§ comm_valid:0或1,表示是否验证了评论。我们认为不适当的评论(如暴力、侮辱等)将予以无效
§ language:评论所写的原始语言
§ polarity:评论分类的极性,即正面、负面、中性
§ topic:评论中涉及的主要主题,例如建筑损坏、海啸影响、岩土工程影响、生命线受影响、应急响应、团结信息、准备情况、地震信息、强度及无关主题
§ comment:由LastQuake应用用户发表的评论,已翻译成英语
提供机构:
Newcastle University



