域名Demo:是Twitter上不同人口群体之间域名共享活动的数据集
Kai-Cheng Yang1, Pranav Goel2, Alexi Quintana-Mathé2
1Network Science Institute, Northeastern University, Boston, MA, USA. yang3kc@gmail.com.
Scientific data
|July 16, 2025
概括
了解社交媒体的理解
科学领域:
- 社交媒体分析.
- 计算社会科学 计算社会科学
- 政治沟通是政治沟通.
背景情况:
- 社交媒体平台是网络内容传播的关键,特别是在选举期间.
- 对于用户人口统计和在线信息共享模式之间的联系,人们的理解有限.
- 现有的研究缺乏全面的数据,将用户特征与共享网域联系起来.
研究的目的:
- 引入新的DomainDemo数据集,将Twitter (X) 的共享域与用户人口统计数据联系起来.
- 分析一个十年 (2011-2022) 的社交媒体信息流和政治话语趋势.
- 提供对影响美国选民在线信息共享的社会人口因素的见解.
主要方法:
- 通过将超过150万Twitter用户与美国选民登记记录联系起来,创建了DomainDemo.
- 将用户人口统计数据 (年龄,性别,种族,政治归属,地理位置) 汇总到共享的网域.
- 获得了五个关键指标,包括"本地化"和"党派受众",用于超过129,000个网站.
主要成果:
- "DomainDemo"数据集为研究在线信息传播提供了一个独特的资源.
- 像"本地性"和"党派观众"这样的衍生指标提供了关于网站地理范围和意识形态倾向的见解.
- 获得的指标与现有分类有很大的一致性,证实了数据集的可靠性.
结论:
- 域名演示 (DomainDemo) 有助于更深入地了解跨不同社会人口群体在线信息共享动态.
- 数据集和衍生指标是分析政治话语和网络内容趋势的有价值工具.
- 这项研究强调了将社交媒体活动与人口统计数据联系起来对社会科学研究的有用性.
相关概念视频
Relationship Formation
41.2K
What do you think is the single most influential factor in determining with whom you become friends and whom you form romantic relationships? You might be surprised to learn that the answer is simple: the people with whom you have the most contact. This most important factor is proximity. You are more likely to be friends with people you have regular contact with. For example, there are decades of research that shows that you are more likely to become friends with people who live in your dorm,...
41.2K
Cross-Sectional Research
11.9K
In cross-sectional research, a researcher compares multiple segments of the population at the same time. If they were interested in people's dietary habits, the researcher might directly compare different groups of people by age. Instead of following a group of people for 20 years to see how their dietary habits changed from decade to decade, the researcher would study a group of 20-year-old individuals and compare them to a group of 30-year-old individuals and a group of 40-year-old...
11.9K
Surveys
15.4K
Often, psychologists develop surveys as a means of gathering data. Surveys are lists of questions to be answered by research participants, and can be delivered as paper-and-pencil questionnaires, administered electronically, or conducted verbally. Generally, the survey itself can be completed in a short time, and the ease of administering a survey makes it easy to collect data from a large number of people.
15.4K
Data Collection by Observations
12.8K
Data collection refers to a systematic way of obtaining, observing, measuring, and analyzing accurate information. Observational studies are one of the most widely used methods of data collection. It involves collecting data by observing the behavior and physical characteristics of a sample without making any modifications to the sample.
An astronomer viewing the motion and brightness of stars in the sky and recording the data is an example of observational data collection. A botanist recording...
An astronomer viewing the motion and brightness of stars in the sky and recording the data is an example of observational data collection. A botanist recording...
12.8K
Social Exchange Theory
35.6K
We have discussed why we form relationships, what attracts us to others, and different types of love. But what determines whether we are satisfied with and stay in a relationship? One theory that provides an explanation is social exchange theory. According to social exchange theory, we act as naïve economists in keeping a tally of the ratio of costs and benefits of forming and maintaining a relationship with others (Rusbult & Van Lange, 2003).
35.6K
Data Collection by Survey
7.0K
The systematic method of obtaining and analyzing accurate information of a population is called data collection. A survey is a standard method of data collection that involves collecting information from a target human population about their experience, opinion, or knowledge of a product, service, or process. The responses are recorded and interpreted. The most common survey examples are written questionnaires, face-to-face or telephonic conversations, focus groups, and electronic (e-mail or...
7.0K


