OUR MISSION
Founded in 2016, The Penn Data Science Group was established with the goal of fostering the Data Science community at the University of Pennsylvania
Founded in 2016, The Penn Data Science Group was established with the goal of fostering the Data Science community at the University of Pennsylvania
At PDSG, we aim to bridge the gap between Industry and Academia by providing students with opportunities to gain experience outside of the classroom. PDSG looks to collaborate with companies and organizations to solve their data challenges. Some of goals include coordinating projects that allow students to dive into real-world datasets while simultaneously developing their technical skills. Hold workshops to demonstrate data science tools and techniques and bring in data professionals to talk to students about their fields and careers. PDSG strives to make it easier for students to learn from and teach each other industrially relevant data science skills.
Our project with the ACLU of Pennsylvania has resulted in a paper that has been accepted for the Data Science for Social Good workshop, The Web Conference 2020.
Our paper, titled “Investigating Cash Bail Patterns in Pennsylvania”, analyses the cash bail system in Pennsylvania, with a key focus being the racial bias in cash bail assignment patterns. Through their work, the team were able to develop a pipeline for identifying racial bias and conclusively establish that bail assignment patterns do vary across judges.
Paper Link : Investigating Cash Bail Patterns in Pennsylvania
Conference Link : The Web Conference 2020