We are pleased to cordially invite university students, who consider Data Science and related fields their careers, to attend the 3rd International Competition in Data Science & Artificial Intelligence, organized by The International Society of Data Scientists. Students graduated within 5 years are eligible to attend. Each team can optionally have an advisor, who may be a professor or a data science professional. The competition is to create a playground for young Data Scientists to grow skills, knowledge, experience, and collaboration for their career path. The competition committee includes professors and industry leaders around the world. In this NLP track, you will predict how satisfied customers are based on their product reviews, to help with insight in fashion and beauty products. The committee chairs of this competition track include: Dr. Renzhi Cao, Assistant Professor at the Department of Computer Science, Pacific Lutheran University (Washington, USA) Dr. Phu Vu, Regional Research Director at WorldQuant Dr. Mohammad Soltanieh-ha, Assistant Professor at Questrom School of Business, Boston University (Massachusetts, USA) Dr. Jianmo Ni, Software Engineer, Google Dr. Christopher Do, ISODS President Dr. Nam Nguyen, ISODS Vice President Mr. Cory Wang, ISODS Vice President ## About - The International Society of Data Scientists The International Society of Data Scientists (or The ISODS), at www.isods.org, registered as a Massachusetts non-profit, is a professional organization for Data Science and AI practitioners and researchers, which may include Data Scientists, Machine Learning Scientists, AI Scientists, Data Analysts, Data Engineers, Software Engineers, Risk Analysts, Actuaries, Business Analysts, and more, who apply Data Science and AI at work. ISODS promotes Data Science and AI domestically in the United States as well as internationally via professional exams, competitions, conferences, training, and publications. ## Acknowledgements We thank Dr. Jianmo Ni from Google for the help with this dataset. We thank [Professors and Industry Leaders](https://www.isods.org/news-times/item/27-competition-committee-for-the-3rd-annual-international-data-science-ai-competition-for-the-year-2022) who volunteer to participate and contribute in the competition committee.