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Community Pan-Tweet: A Data Science Exploration of the Virality of the Community Pantry Phenomenon on Twitter

Community Pan-Tweet: A Data Science Exploration of the Virality of the Community Pantry Phenomenon on Twitter

by Nikka Bautista | Aug 9, 2022

Abstract Social media, such as Twitter, seemed to have played a key role in communicating the importance and need for community pantries, between the time that Ms. Non set up the Maginhawa Community Pantry on April 14, 2021 until news outlets started releasing...
Deal or No Deal:  Valuing businesses through Machine Learning

Deal or No Deal: Valuing businesses through Machine Learning

by Nikka Bautista | Aug 9, 2022

Abstract The practice of valuation is integral in business. Some selected applications include buying and selling startups for entrepreneurs and companies, raising capital for business owners, and assessing the fair value of stocks for individual portfolios. However,...
How Much Does the Sexiest Job Pay? A prediction of the Stackoverflow data scientists’ salary

How Much Does the Sexiest Job Pay? A prediction of the Stackoverflow data scientists’ salary

by Nikka Bautista | Aug 9, 2022

Abstract Data Science created a huge buzz as it combines multiple fields like statistics and artificial intelligence to enable a new age of learning and innovation, dubbing it as the sexiest job of the 21st century in an article by Thomas Davenport. As a field that is...
Where Is the Love? Identifying Hate Speech in Philippine Election-Related Tweets

Where Is the Love? Identifying Hate Speech in Philippine Election-Related Tweets

by Nikka Bautista | Aug 9, 2022

Abstract Increased usage of social media, particularly during election seasons, has intensified political division and hate speech. In line with this, a study was conducted to build a model that would automatically detect hate speech and provide understanding on...
Anong Say ng Presidente Mo? Finding Patterns in the Presidentiables’ Tweets

Anong Say ng Presidente Mo? Finding Patterns in the Presidentiables’ Tweets

by Nikka Bautista | Aug 9, 2022

Abstract As campaigns ramped up for the Philippine presidential election on May 9, 2022, the voting public was eager to learn more about the candidates’ platforms and political positions. Social media can be an instrument in gauging interest in the candidates and...
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