库尔德人的社交媒体情绪库:Misyar婚姻前景
1Computer Science Department, College of Science, University of Halabja, Kurdistan Region, Iraq.
Data in brief
|February 17, 2025
概括
这项研究分析了5108个中库尔德人在社交媒体上对Misyar婚姻的评论. 调查结果揭示了公众的不同看法,并提供了库尔德人对这种非传统联盟的文化观点的见解.
科学领域:
- 社会科学 社会科学 社会科学
- 计算语言学 计算语言学
- 伊斯兰研究是伊斯兰研究.
背景情况:
- 弥赛尔婚姻代表了一种非传统的婚姻实践,引起了人们的注意.
- 了解关于不断发展的社会和宗教趋势的公共话语至关重要.
研究的目的:
- 编制和分析库尔德斯坦地区公众对米赛尔婚姻的看法.
- 为情绪分析和社交媒体研究创建一个标记的数据集.
主要方法:
- 在135天内从YouTube和Facebook收集了5108条中部库尔德语评论.
- 预处理的数据用于消除噪音,角色替换和空间调整.
- 分类评论分为八种情感标签:积极的,消极的,中立的,刺的/幽默的,暗示性的,轻视的,怀疑的和好奇的.
主要成果:
- 该数据集提供了公众对Misar婚姻的情绪的全面概述.
- 确定了中央库尔德语在线社区中的一系列意见和讨论.
结论:
- 汇编的数据集是情绪分析,社交媒体研究和语言研究的宝贵资源.
- 促进机器学习模型的开发,以了解社会对新兴宗教实践的看法.
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