TUTORIAL: AI research without coding: The art of fighting without fighting: Data science for qualitative researchers
本教程展示如何在不写一行代码的情况下,完成网络数据抓取、情感分析、社会网络分析等数据科学任务,并以玻璃天花板现象为例进行演示,适合想入门数据科学的质性研究者与商业研究者。
In this tutorial, we show how to scrape and collect online data, perform sentiment analysis, social network analysis, tribe finding, and Wikidata cross-checks, all without using a single line of programming code. In a step-by-step example, we use self-collected data to perform several analyses of the glass ceiling. Our tutorial can serve as a standalone introduction to data science for qualitative researchers and business researchers, who have avoided learning to program. It should also be useful for experienced data scientists who want to learn about the tools that will allow them to collect and analyze data more easily and effectively.