Data+ (2023)

Data+ is a ten-week summer research experience for undergraduates and master’s students interested in exploring new data-driven approaches to interdisciplinary challenges. Students work in small teams and learn how to marshal, analyze and visualize data, while gaining broad exposure to the field of data science. Through collaboration, teams use data analysis to solve a wide variety of real-world challenges using health data, text, voting records, wireless mapping data, economic and financial analytics and more.

Data+ 2023 Projects

*Related to a 2023-2024 Bass Connections project

Climate+ project

Team Leaders

  • Michael Bergin, Pratt School of Engineering: Civil & Environmental Engineering
  • Emily Bernhardt, Arts & Sciences: Biology
  • Kyle Bradbury, Energy Initiative, Pratt School of Engineering: Electrical & Computer Engineering
  • David Carlson, Pratt School of Engineering: Civil & Environmental Engineering
  • Rushina Cholera, Margolis Center for Health Policy, School of Medicine: Pediatrics, School of Medicine: Pediatrics: Primary Care Pediatrics, School of Medicine: Population Health Sciences
  • Leslie Collins, Pratt School of Engineering: Electrical & Computer Engineering
  • Kathleen Cooney, School of Medicine: Medicine
  • Ethan Xingyuan Fang, School of Medicine: Biostatistics and Bioinformatics
  • Nita Farahany, Duke Law
  • Maurizio Forte, Arts & Sciences: Classical Studies
  • John French, Arts & Sciences: History
  • Astrid Giugni, Arts & Sciences: English
  • Alec Greenwald, Arts & Sciences: Program in Education
  • Alexander Hartemink, Arts & Sciences: Computer Science
  • James Heffernan, Nicholas School of the Environment: Environmental Sciences and Policy
  • Annette Jackson, School of Medicine: Surgery
  • Otis Jennings, Arts & Sciences: Mathematics
  • Wenhong Li, Nicholas School of the Environment: Earth and Climate Sciences
  • Zuchuan Li, Duke Kunshan University
  • Meghan Lyon, Duke Libraries
  • Boyla Mainsah, Pratt School of Engineering: Electrical & Computer Engineering
  • J. Tobias Overath, Duke Institute for Brain Sciences
  • John Poulsen, Nicholas School of the Environment: Environmental Sciences and Policy
  • Ali Roghanizad, Pratt School of Engineering: Biomedical Engineering
  • Jana Schaich Borg, Social Science Research Institute
  • Amy Schmid, Arts & Sciences: Biology
  • Scott Schmidler, Arts & Sciences: Statistical Science
  • Nicole Schramm-Sapyta, Duke Institute for Brain Sciences
  • Daniel Scolnic, Arts & Sciences: Physics
  • Norbert Wilson, Divinity School, Sanford School of Public Policy
  • Hau-Tieng Wu, Arts & Sciences: Mathematics

Graduate Team Members

  • Navya Adhikarla, Master of Engineering Mgmt-MEG
  • Garrett Baker, Public Policy - PHD
  • Julie Bennett, Economics-PHD
  • Leo Biral, Comp Biology and Bioinfo-PHD
  • Zach Calhoun, Civil & Environmental Engg-PHD
  • Shrikant Chand, Mathematics-PHD
  • Rebecca Chen, Physics-PHD
  • Sanxing Chen, Computer Science-PHD
  • Echo Chen, Data Science - MS
  • Ebani Dhawan, Bioethics and Sci Policy - AM
  • Bella Du, Data Science - MS
  • Patrick Duan, Master of Egr in Risk Egr
  • Emily Gebhardt, History-PHD
  • Ankita Gupta, Environment-PHD
  • Neha Gupta
  • Tingjun Hao, Master of Engineering Mgmt-MEG
  • Evan Hare, Psychology & Neuroscience-PHD
  • Keqi He, Earth and Climate Sciences-PHD
  • Baiwen Hu, Master of Engineering Mgmt-MEG
  • Zehao Jin, Civil & Environmental Engg-PHD
  • Aditya John, Data Science - MS
  • Pooja Kabber, Data Science - MS
  • Christopher Kilner, Ecology-PHD
  • Lauren Lederer, Biomedical Engineering-PHD
  • Jingyun Liu, Master of Engineering Mgmt-MEG
  • Xiaoquan Liu, Data Science - MS
  • Ruixin Lou, Data Science - MS
  • Yan Lu, Master of Egr Environmental
  • Paul Markakis, Electrical/Computer Engg-PHD
  • Daniel Parr, Psychology & Neuroscience-PHD
  • Chase Pikarsky, Liberal Studies-AM
  • Genesis Qu, Data Science - MS
  • Pragya Raghuvanshi, Data Science - MS
  • Eric Rios Soderman, Data Science - MS
  • Christopher Ritter, Political Science-PHD
  • Ryan Rodriguez, Electrical/Computer Engg-MS
  • Bo Shaffer, Bioethics and Sci Policy - AM
  • Jenny Shen, Data Science - MS
  • Alisa Tian, Data Science - MS
  • Shiyue Wang, Civil & Environmental Engg-MS; Master of Egr Environmental
  • Yousha Wang, Electrical/Computer Engg-MS
  • Ben Weintraut, Environmental Policy-PHD
  • Qinhan Wen, Civil & Environmental Engg-MS
  • Qiao Yan, Master of Egr Environmental
  • Dingkun Yang, Data Science - MS
  • Yiliang Yuan, Statistical Science - MS
  • Jingan Zhou, Statistical Science - MS

Undergraduate Team Members

  • Viraj Acharya, Computer Science (BS); Statistical Science (BS2)
  • Isabela Agi Maluli, Psychology (BS); Chemistry (AB2)
  • Natalie Aramendia, DKU-Interdisciplinary Studies (BA)
  • Michael Austin, Computer Science (BS)
  • Muchang Bahng, Computer Science (BS); Mathematics (AB2)
  • Krish Bansal, Computer Science (BS); Statistical Science (BS2)
  • Melany Barocio, Computer Science (AB)
  • Ayush Batra, Statistical Science (BS); Computer Science (BS2)
  • Maddie Beard, Biology (BS)
  • Irene Biju, Public Policy (AB); Computer Science (BS2)
  • Alejandro Breen Herrera, Mathematics (BS); Computer Science (BS2)
  • Barron Brothers, Music (AB); Statistical Science (AB2)
  • Emily Caplan, Philosophy (AB); Computer Science (AB2)
  • Albert Choi, Economics (BS); Economics (BS2)
  • Nikita Daga, Computer Science (BS); Statistical Science (BS2)
  • Anthony Du, Biomedical Engineering (BSE); Biology (BS2)
  • Sonya Eason, Statistical Science (BS); Biology (BS2)
  • Othmane Echchabi, DKU-Interdisciplinary Studies (BS)
  • Brendan Elliott, Economics (BS); Mathematics (BS2)
  • Tianshu Feng, DKU-Interdisciplinary Studies (BS)
  • Piper Fitzgerald, Sociology (AB); Spanish (AB2)
  • Chenhao Ge, DKU-Interdisciplinary Studies (BS)
  • Sreya Gnanavel, Statistical Science (BS)
  • Deven Gupta, Biophysics (BS); Classical Civilization (AB2)
  • Foxx Hart, GCT in Literature Program (AB)
  • Joao Pedro Haufes, Computer Science (BS)
  • Michelle Heo, Biomedical Engineering (BSE); Computer Science (BS2)
  • Avery Hodges, Statistical Science (BS)
  • Jasper Hu, Electrical & Computer Egr(BSE); Computer Science (BS2)
  • Amaris Huang, Biomedical Engineering (BSE); Computer Science (AB2)
  • Alan Huang, Statistical Science (BS); Computer Science (BS2)
  • Ayush Jain, IDM: CS-Stats Data Science
  • Divyansh Jain, Computer Science (BS); Mathematics (BS2)
  • Lily Jarosz, Civil Engineering (BSE); Computer Science (BS2)
  • Kseniia Kholina, Biomedical Engineering (BSE)
  • Sarah Konrad, History (AB)
  • Adam Kosinski, Computer Science (BS)
  • Julia Kourelakos, Computer Science (BS)
  • Aaron Lam, Economics (BS); Mathematics (BS2)
  • Lade Laniyan, Computer Science (BS); Mathematics (BS2)
  • Chaelin Lee, DKU-Interdisciplinary Studies (BS); MQM: Business Analytics
  • Eric Lee, Computer Science (BS)
  • Jacob Lee, Mechanical Engineering (BSE); Computer Science (BS2)
  • Julia Leeman, Neuroscience (BS); Music (AB2)
  • Will Lieber, Program II (AB)
  • Cynthia Ma, Computer Science (BS)
  • Justin Mandel, Computer Science (BS)
  • Josh Malcolm Manto, DKU-Interdisciplinary Studies (BS)
  • Nick Maroulis, Mathematics (BS)
  • Nicholas Marzolf
  • Samantha Miller, Biomedical Engineering (BSE)
  • Alveena Nadeem, Program II (BS)
  • Aiden Pasinsky, Biomedical Engineering (BSE); Electrical & Cmputr Egr (BSE2)
  • Grady Purcell, Economics (BS); Statistical Science (BS2)
  • Daniyal Qazi, Electrical & Computer Egr(BSE); Mathematics (BS2)
  • Amey Rathore, DKU-Interdisciplinary Studies (BA)
  • Nia Robinson, Computer Science (BS); Statistical Science (BS2)
  • Claudia Rodriguez, Computer Science (BS)
  • Unzila Sakina, Computer Science (BS)
  • Lily Samuels, IDM:VMS-CS Computational Media
  • Dillan Sant, Statistical Science (BS)
  • David Sarda, Computer Science (AB)
  • Tulio Sasaya, Computer Science (BS)
  • Katie Schilling, Computer Science (BS)
  • Ethan Shang, Statistical Science (BS)
  • Ethan Song, Computer Science (BS)
  • Kaley Sperling, Environmental Sciences (BS)
  • Anna Spitzer, Economics (BS); Environmental Sci/Policy (AB2)
  • James Staples, Electrical & Computer Egr(BSE); Computer Science (BS2)
  • Annabel Stickel, Neuroscience (BS)
  • Jessica Tang, Statistical Science (BS)
  • Alexandria Thomas, Political Science (AB); Theater Studies (AB2)
  • Zev van Zanten, Economics (BS); Mathematics (BS2)
  • Lauren Walker, Computer Science (BS)
  • Maggie Wolfe, English (AB)
  • Sarah Wu, Statistical Science (BS); Computer Science (BS2)
  • Dennis Wu, Physics (BS); Mathematics (BS2)
  • Erica Yan, Biomedical Engineering (BSE)
  • Nathan Yang, Computer Science (BS)
  • Haoyang Yu, DKU-Interdisciplinary Studies (BS)
  • Edwin Yu, Biophysics (BS)
  • Emi Yuan, Computer Science (BS)
  • Joseph Zhang, Biomedical Engineering (BSE); Electrical & Cmputr Egr (BSE2)
  • Kathleen Zhang, Statistical Science (BS)
  • Bill Zheng, Electrical & Computer Egr(BSE); Computer Science (BS2)
  • Xuanang Zhou, DKU-Interdisciplinary Studies (BS)
  • David Zhu, Biology (BS)
  • April Zuo, Neuroscience (BS); Evolutionary Anthropology(BS2)

Community Team Members

  • Grant Glass, PhD Student, UNC-Chapel Hill (English & Comparative Literature)
  • Kelley Massengale, Diaper Bank of North Carolina
  • Vitaly Radsky, Durham Public Schools

Community Organizations

  • ApertureVC

Team Contributors

  • Esko Brummel, Science & Society