论文标题
在过去100年中，可视化电影业的性别差距
Visualizing Gender Gap in Film Industry over the Past 100 Years
论文作者
论文摘要
可视化大数据可以为社会科学研究提供宝贵的见解。在这个项目中，我们专注于在过去100年中可视化全球电影业的潜在性别差距。我们介绍了演员/女演员和男性/女性电影观众的差异，并分析了最受欢迎的10,000部电影的IMDB数据（不同性别的演员表的构成和重要性，演员/女演员的合作网络，电影类型，电影描述等）和观众评分等（男性和女性评分之间的差异）。调查结果表明，性别差距在许多方面都与众不同，但最近的趋势是，这种差距缩小了，女性在电影业中获得了话语能力。我们的研究介绍了丰富的数据，生动的插图和新颖的观点，可以作为有关相关主题及其社会影响的进一步研究的基础。
Visualizing big data can provide valuable insights into social science research. In this project, we focused on visualizing the potential gender gap in the global film industry over the past 100 years. We profiled the differences both for the actors/actresses and male/female movie audiences and analyzed the IMDb data of the most popular 10,000 movies (the composition and importance of casts of different genders, the cooperation network of the actors/actresses, the movie genres, the movie descriptions, etc.) and audience ratings (the differences between male's and female's ratings). Findings suggest that the gender gap has been distinct in many aspects, but a recent trend is that this gap narrows down and women are gaining discursive power in the film industry. Our study presented rich data, vivid illustrations, and novel perspectives that can serve as the foundation for further studies on related topics and their social implications.
