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How Does the World View China's Carbon Policy? A Sentiment Analysis on Twitter Data

文献类型：期刊论文

作者Xiang, Ning1,3; Wang, Limao1,3; Zhong, Shuai1,3; Zheng, Chen1,3; Wang, Bo1,3; Qu, Qiushi2
刊名ENERGIES
出版日期2021-11-01
卷号14期号:22页码:17
关键词carbon policy carbon neutral Twitter sentiments China
DOI10.3390/en14227782
通讯作者Wang, Limao(lmwang@igsnrr.ac.cn) ; Zhong, Shuai(zhongshuai@igsnrr.ac.cn)
英文摘要China has recently put forth an ambitious plan to achieve carbon peak around 2030 and carbon neutrality around 2060. However, there are quite a few differences regarding the public views about China's carbon policy between the Chinese people and the people from other countries, especially concerning the doubt of foreign people about the fidelity of China's carbon policy goals. Based on Twitter data related to China's carbon policy topics from 2008 to 2020, this study shows the inter- and intra-annual trends in the count of tweets about China's carbon policy, conducts sentiment analysis, extracts top frequency words from different attitudes, and analyzes the impact of China's official Twitter accounts on the global view of China's carbon policy. Our results show: (1) the global attention to China's carbon policy gradually rises and occasionally rises suddenly due to important carbon events; (2) the proportion of Twitter users with negative sentiment about China's carbon policy has increased rapidly and has exceeded the proportion of Twitter users with positive sentiment since 2019; (3) people in developing countries hold more positive or neutral attitudes towards China's carbon policy, while developed countries hold more negative attitudes; (4) China's official Twitter accounts serve to improve the global views on China's carbon policy.
WOS关键词CLIMATE-CHANGE ; RENEWABLE ENERGY ; EMISSIONS PEAK ; COMMUNICATION ; DIPLOMACY ; IMPACT ; MEDIA
资助项目National Natural Science Foundation of China[41971163] ; National Natural Science Foundation of China[71991484] ; National Natural Science Foundation of China[71991480] ; National Natural Science Foundation of China[42071281] ; National Natural Science Foundation of China[71633006] ; Humanities and Social Science Research Project of Hebei Education Department[SQ2021081]
WOS研究方向Energy & Fuels
语种英语
WOS记录号WOS:000725262400001
出版者MDPI
资助机构National Natural Science Foundation of China ; Humanities and Social Science Research Project of Hebei Education Department
源URL[http://ir.igsnrr.ac.cn/handle/311030/168195]  
专题中国科学院地理科学与资源研究所
通讯作者Wang, Limao; Zhong, Shuai
作者单位1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
2.Hebei Univ Geosci, Sch Econ, Shijiazhuang 050031, Hebei, Peoples R China
3.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
推荐引用方式
GB/T 7714		 Xiang, Ning,Wang, Limao,Zhong, Shuai,et al. How Does the World View China's Carbon Policy? A Sentiment Analysis on Twitter Data[J]. ENERGIES,2021,14(22):17.
APA Xiang, Ning,Wang, Limao,Zhong, Shuai,Zheng, Chen,Wang, Bo,&Qu, Qiushi.(2021).How Does the World View China's Carbon Policy? A Sentiment Analysis on Twitter Data.ENERGIES,14(22),17.
MLA Xiang, Ning,et al."How Does the World View China's Carbon Policy? A Sentiment Analysis on Twitter Data".ENERGIES 14.22(2021):17.

入库方式： OAI收割

来源：地理科学与资源研究所

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