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

被引:16
作者
Xiang, Ning [1 ,2 ]
Wang, Limao [1 ,2 ]
Zhong, Shuai [1 ,2 ]
Zheng, Chen [1 ,2 ]
Wang, Bo [1 ,2 ]
Qu, Qiushi [3 ]
机构
[1] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
[2] Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
[3] Hebei Univ Geosci, Sch Econ, Shijiazhuang 050031, Hebei, Peoples R China
基金
中国国家自然科学基金;
关键词
carbon policy; carbon neutral; Twitter; sentiments; China; CLIMATE-CHANGE; RENEWABLE ENERGY; EMISSIONS PEAK; COMMUNICATION; DIPLOMACY; IMPACT; MEDIA;
D O I
10.3390/en14227782
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
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.
引用
收藏
页数:17
相关论文
共 84 条
  • [1] Abbar Sofiane., 2016, Proceedings of the International AAAI Conference on Web and Social Media, V10
  • [2] How Do Americans View the Rising China?
    Aldrich, John
    Lu, Jie
    Kang, Liu
    [J]. JOURNAL OF CONTEMPORARY CHINA, 2015, 24 (92) : 203 - 221
  • [3] Sources, media, and modes of climate change communication: the role of celebrities
    Anderson, Alison
    [J]. WILEY INTERDISCIPLINARY REVIEWS-CLIMATE CHANGE, 2011, 2 (04) : 535 - 546
  • [4] Temperature and temperament: Evidence from Twitter
    Baylis, Patrick
    [J]. JOURNAL OF PUBLIC ECONOMICS, 2020, 184
  • [5] Extreme weather and climate change: social media results, 2008-2017
    Berglez, Peter
    Al-Saqaf, Walid
    [J]. ENVIRONMENTAL HAZARDS-HUMAN AND POLICY DIMENSIONS, 2021, 20 (04): : 382 - 399
  • [6] Blogging and tweeting climate change in South Africa
    Bosch, Tanja
    [J]. ECQUID NOVI-AFRICAN JOURNALISM STUDIES, 2012, 33 (01): : 44 - 53
  • [7] Emotion shapes the diffusion of moralized content in social networks
    Brady, William J.
    Wills, Julian A.
    Jost, John T.
    Tucker, Joshua A.
    Van Bavel, Jay J.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (28) : 7313 - 7318
  • [8] Advancing the country image construct from a public relations perspective From model to measurement
    Buhmann, Alexander
    Ingenhoff, Diana
    [J]. JOURNAL OF COMMUNICATION MANAGEMENT, 2015, 19 (01) : 62 - +
  • [9] Detecting Emotional Evolution on Twitter during the COVID-19 Pandemic Using Text Analysis
    Cabezas, Javier
    Moctezuma, Daniela
    Fernandez-Isabel, Alberto
    Martin de Diego, Isaac
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (13)
  • [10] THE INTERNATIONAL DIMENSION OF ENVIRONMENTAL-POLICY
    CARRARO, C
    SINISCALCO, D
    [J]. EUROPEAN ECONOMIC REVIEW, 1992, 36 (2-3) : 379 - 387