在城市环境中讨论骑自行车的趋势:一个基于X的研究
Laura Antón-González1, Maite Pellicer-Chenoll2, Israel Villarrasa-Sapiña2
1Departament Didàctica i Organització Escolar, Facultat de Filosofia i Ciències de l'Educació, Universitat de València, València, Spain.
PloS one
|November 18, 2025
概括
城市自行车在健康和可持续性方面被认为是积极的,但用户对基础设施和安全表示担忧. 解决这些问题可以改善城市流动性,并支持可持续发展目标.
科学领域:
- 城市规划和可持续的交通系统.
- 公共政策和社会科学研究.
- 环境科学与公共卫生.
背景情况:
- 越来越多地强调可持续的城市交通,特别是骑自行车.
- 公共论在制定有效的流动性政策中的重要性.
- 需要了解用户对城市自行车后可持续发展目标 (SDGs) 实施的观点.
研究的目的:
- 分析X (以前的Twitter) 上自行车用户关于城市自行车的主题和情绪.
- 评估与可持续发展目标有关的城市自行车的公众看法.
- 确定有关城市自行车在线讨论中的关键主题和情绪调.
主要方法:
- 通过X (以前的Twitter) 搜索API (2016-2022) 收集数据.
- 应用文本挖掘技术进行主题和情绪分析.
- 分析关于城市自行车的公共话语.
主要成果:
- 对骑自行车的积极情绪占主导地位,强调健康,流动性和可持续性的好处.
- 关于基础设施赤字和与机动车辆互动的反复出现的负面情绪.
- 双重叙述表明,人们普遍认识到骑自行车的价值,同时面临实际实施的挑战.
结论:
- 社交媒体话语为城市居民对骑自行车的看法提供了有价值的见解.
- X (以前的Twitter) 可以为制定包容性和有效的城市流动性政策提供信息.
- 将政策与公民的观点结合起来,可以提高公众参与度,并有助于实现可持续发展目标.
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