Media Cloud: Massive Open Source Collection of Global News on the Open Web
Keywords:Human computer interaction; social media tools; navigation and visualization, Analysis of the relationship between social media and mainstream media, Social network analysis; communities identification; expertise and authority discovery, Text categorization; topic recognition; demographic/gender/age identification
AbstractWe present the first full description of Media Cloud, an open source platform based on crawling hyperlink structure in operation for over 10 years, that for many uses will be the best way to collect data for studying the media ecosystem on the open web. We document the key choices behind what data Media Cloud collects and stores, how it processes and organizes these data, and its open API access as well as user-facing tools. We also highlight the strengths and limitations of the Media Cloud collection strategy compared to relevant alternatives. We give an overview two sample datasets generated using Media Cloud and discuss how researchers can use the platform to create their own datasets.
How to Cite
Roberts, H., Bhargava, R., Valiukas, L., Jen, D., Malik, M. M., Bishop, C. S., Ndulue, E. B., Dave, A., Clark, J., Etling, B., Faris, R., Shah, A., Rubinovitz, J., Hope, A., D’Ignazio, C., Bermejo, F., Benkler, Y., & Zuckerman, E. (2021). Media Cloud: Massive Open Source Collection of Global News on the Open Web. Proceedings of the International AAAI Conference on Web and Social Media, 15(1), 1034-1045. Retrieved from https://ojs.aaai.org/index.php/ICWSM/article/view/18127