Data Science

Harnessing the Data Revolution Through a $10 Million Grant

September 2, 2022 by University Communications & Marketing

Dr. Rylan Chong, director of Chaminade’s Data Science program, calls it nothing less than historic.

In early August, the National Science Foundation (NSF) INCLUDES Alliance selected Chaminade University to lead a groundbreaking $10 million grant project aimed at creating new opportunities in STEM and data science careers for historically underrepresented populations across Hawai‘i and the Pacific Region.

The grant announcement, Chong said, is one of those moments that educators will look back on in a decade or so and recognize as a turning point—the beginning of new initiatives that opened doors for students, the institutions that serve them, and nonprofit and business communities in the region.

“This is about leveling up, addressing capacity in the workforce and making sure our low-income and underrepresented students have an opportunity to bring their perspectives to data science,” Chong said, adding that welcoming diverse populations into data science will ensure their voices are heard.

“You can apply data science to every field—education, healthcare and mental health, environment science and climate change, and criminal justice,” he said. “It’s not just about crunching numbers but ensuring the numbers reflect different viewpoints and getting those numbers into the right hands.”

That’s why the Data Science program at Chaminade doesn’t just want to prepare students for competitive careers at the Googles and Amazons of the world. “We also want to find opportunities for students working in grassroots and community organizations, being able to contribute to projects they’re interested in while making a difference to the places where they live,” Chong said.

The competitive NSF grant is one of the largest Chaminade has ever received and reflects the strong data science work and foundational programs already in place at the University.

With the transformative funding, Chaminade’s United Nations-affiliated CIFAL Honolulu Center will spearhead the launch of the university’s new Alliance Supporting Pacific Impact through Computational Excellence (ALL-SPICE) with a consortium of partners, putting a strong emphasis on leadership for sustainable development and efforts aimed at tackling the growing impacts of climate change.

“Chaminade University is really quite honored to lead this important initiative charged with empowering STEM leaders for tomorrow from across Hawai‘i and the Pacific, equipping them with the cutting-edge tools they need to drive sustainable development projects,” said President Lynn Babington, PhD.

“This grant is part of a collective and exciting effort to meet a pivotal moment in our history by expanding opportunities to a new generation of change-makers. Our mission of service is foundational to everything we do at Chaminade and so we are proud to drive a culturally informed initiative ultimately designed to help build healthier, more resilient and socially just communities.”

The first ALL-SPICE programming and opportunities launched in the Fall.

Dr. Helen Turner, research director of the Chaminade United Nations CIFAL Honolulu Center and a professor of Biology, is principal investigator for ALL-SPICE along with Chong. She said the funding will focus on three central efforts: bolstering training and educating, conducting data science research on sustainable development projects, and building capacity (including infrastructure) for data analytics in Hawai‘i and the Pacific.

“This work takes a village,” Turner said, adding the grant was the result of years of collaboration between Chaminade and other institutions to step up programming and underscore the importance of data science to the community. The Chaminade-led consortium includes the University of Hawaii Data Science Institute, East-West Center and the Texas Advanced Computing Center (TACC).

“The National Science Foundation identified the power of data analytics for education, research and industry. They use this phrase ‘harnessing the data revolution’ because right now we are all swimming in an ocean of data,” Turner said. “We can either drown as individuals, communities and society or we can swim and surf that wave—take data and turn it into wisdom, knowledge and action-based plans.”

Turner said that’s exactly what the Data Science program at Chaminade is focused on.

And the grant will exponentially increase that work, expanding opportunities to more students, community leaders and institutions so they can use data for the greater good. “Data and social justice go hand and hand. To me, it’s a very obvious and beautiful linkage,” Turner said.

For example, she says that health inequities are fundamentally a data problem—failing to get the right resources to the right people or not fully understanding the root causes for gaps in care. Environmental problems, economic development, educational gaps can be approached similarly.

“Because a big piece of this is meeting the needs of the community,” she added. “No university in the United States can keep up with the pace of demand for data scientists. We want our students to succeed, but we also don’t want our own organizations in Hawai‘i to be left behind.”

That’s why the grant will, in part, fund research or hands-on internships for students. Already, Chaminade students in data science are working on a plethora of important projects—looking at everything from maternal mortality in Pacific populations to recidivism in Hawai‘i.

“If you ask what is a data scientist, the answer is everything,” she said. “With data science, students undoubtedly can follow their personal passions and make a positive impact. This is ultimately a vehicle for students’ passions to change the world. It’s also about democratizing our relationship with data.”

CIFAL Honolulu Executive Director and Dean of the School of Natural Sciences and Mathematics Dr. Gail Grabowsky said data visualization and interpretation are a central focus of the grant’s programming. That’s because it’s not enough to analyze the data. Helping the community (especially non-data scientists) understand what the data says is just as important.

“We think data alone will change the world and it won’t,” said Grabowsky, who is also dean of the School of Natural Sciences and Mathematics at Chaminade. “What will change the world is many people working together on shared goals, using data along the way to inform policy and guide next steps.”

She added that CIFAL Honolulu envisions the Pacific Ocean as a “connector,” helping to spur conversations around both modern approaches and traditional knowledge and practices. Indigenous ways of knowing, Grabowsky added, could also bring about new perspectives and questions.

Dr. Lance Askildson, Chaminade provost, called the grant and its potential impact “incredibly significant.” He added, “This is really about creating a network of institutions across the Pacific, of which Chaminade is the lead, to provide education, training and research.”

He said a key part of the funding is working with community stakeholders to help them tell their own community stories with data. “Particularly here in the West, there is a tremendous amount of data being collected on us at all times of the day,” he said. “Being in control of your data is just like being in control of your Facebook profile—it’s a chance to tell a story with greater integrity that prioritizes your needs.”

ALL-SPICE co-Principal Investigator Dr. Kelly Gaither, the director of health analytics at TACC and a professor of Maternal Health at the Dell Medical School at the University of Texas at Austin, first started hearing about Chaminade’s work in data science in 2005 as part of a grant review committee.

What struck her the most, she said, is there was no tension between the pursuit of data science and traditional Hawaiian and Pacific knowledge and ways of knowing. “Chaminade was really trying to chop down any notion that Hawaiian science is not science,” she said. “This is the true definition of capacity building. Chaminade is really leading this, one community stakeholder and one student at a time.”

Gaither added she’s especially excited about the workforce opportunities the grant has to offer.

“We can dream big, peacefully coexist and all move forward,” she said. “That’s what is possible.”

Chaminade University Receives $10 Million Grant for United Nations Sustainability Center

August 18, 2022 by University Communications & Marketing

The National Science Foundation (NSF) selected Chaminade University to lead a groundbreaking $10 million, five-year grant project to create new leadership pathways into data science careers for students and working professionals across Hawaii and the Pacific region.

The grant is part of a comprehensive $39 million effort to establish four new NSF INCLUDES Alliances nationwide designed to bolster diversity and inclusion in scientific leadership, innovation and discovery.

With the help of the transformative funding, Chaminade University’s new United Nations sustainability center, CIFAL Honolulu, and Data Science program will spearhead the launch of the university’s new Alliance Supporting Pacific Impact through Computational Excellence (ALL-SPICE). Working with a consortium of partners, ALL-SPICE will focus on the application of data analytics to solve critical sustainability issues and promote sustainable development across the Pacific region. The program will also focus on workforce development, providing opportunities for skills building in data science to meet employer needs in this high-demand field.

The first Alliance programming will begin this September.

“Chaminade University is honored to lead this important initiative charged with empowering STEM leaders for tomorrow from across Hawaii and the Pacific, equipping them with the cutting-edge data analytics skills they need to drive sustainable development,” said Chaminade President Dr. Lynn Babington.

“This grant is part of a collective and exciting effort to meet a pivotal moment in our history by expanding opportunities to a new generation of change-makers. This program is founded in our mission of serving community needs and building d healthier, more resilient and socially just communities in Hawaii and the Pacific region.”

CIFAL Honolulu Executive Director Dr. Gail Grabowsky said ALL-SPICE will be “laser-focused” on data science as critical to helping Hawaii and Pacific region communities meet their sustainable development goals, including bolstering renewable energy, reducing inequality and forming sustainable communities.

“This project is about putting Pacific data in Pacific hands to effect regional change and develop the capacity for data-driven decision support,” Grabowsky said. “Our communities are facing big challenges and so this alliance is about helping tomorrow’s Hawaii and Pacific leaders to find big solutions.”

Dr. Helen Turner, research director of Chaminade’s CIFAL Honolulu Centre, is the principal investigator for ALL-SPICE along with Data Science Director Dr. Rylan Chong. She said the Data Science program at Chaminade has taken a community-focused approach from the start.

“Our data science faculty has a portfolio approach to data science education that meets students, working professionals and community members where they are to offer academic, training and informal learning programs,” she said. “NSF recognized the potential of applying this strategy across our Pacific region with a focus on using data analytics to promote sustainable development goals.”

The ALL-SPICE Alliance will have three central functions:

Offering training and education programs;
Conducting data science research on sustainable development;
And building capacity for data analytics, including with cyberinfrastructure.

The Chaminade University-led consortium includes the University of Hawaii, East-West Center and the Texas Advanced Computing Center.

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Chaminade University of Honolulu believes in the power of education to drive positive change, broaden perspectives, and deepen our understanding of one another. With an emphasis on transformative service-learning experiences, we prepare students to serve as tomorrow’s leaders, inspiring and challenging them to use their minds and their hearts to help build stronger and more just communities. We are proud to serve as Hawai‘i’s only Marianist university and rely on these values to guide us in delivering a high-quality education with an individualized approach and a focus on excellence, innovation, and change. Established in 1955, we offer more than 30 undergraduate and graduate programs, including doctoral degrees in education, psychology, and nursing practice. Learn more at chaminade.edu.

Chaminade Hosts Pacific Region Data Science Challenge

May 17, 2022 by University Communications & Marketing

Rewarding. Difficult. Inspiring. Those were some of the words student participants used to describe their experiences in the inaugural Advanced Computing for Social Change Challenge in the Pacific, hosted earlier this spring by Chaminade University’s Data Science, Analytics and Visualization program.

Dr. Rylan Chong, director of the program, said about 20 students from across the Pacific—including Saipan and Guam—participated in the remote, week-long event along with six undergraduate mentors.

The challenge in March was held in coordination with similar events scattered across the country, Chong said, and with support from Extreme Science and Engineering Discovery Environment (XSEDE) and Texas Advanced Computing Center, whose supercomputer was used by student participants.

Chong said the challenges are meant to test participants’ data analysis and interpretation skills, creativity, innovation, and ability to work under pressure. Participants also get invaluable training and mentorship—all as part of a broader effort to help them connect real-world data to actionable solutions.

Over the course of the week, students identified a research question, pored over the relevant data, arrived at results, created data visualizations, and then presented their work. Along the way, they also attended workshops on everything from statistics to text mining in order to hone their skills.

He said the projects students worked on included a study of COVID-19 in Hawaii and an exploration of native birds of Haleakala. “Each project provided data sets for participants to derive their project from,” he said. “The data sets included thousands of records and results were used to inform researchers.”

He added that the underlying theme of the challenge was about building capacity and learning communities in the Pacific to “harness the power of technology and data to address” challenges.

Chaminade Data Science student Sarah Carroll ’24 jumped at the chance to participate in the competition to build on her skills and apply them. She focused on COVID-19 in Hawaii, text-mining Twitter data to analyze community sentiment on the virus and the government response.

“It was very rewarding to see that I am capable of implementing what I learned,” Carroll said, adding that she was thrilled to be able to put together a project and get immediate feedback on her presentation. “This experience really boosted my confidence in working with data.”

Punohu Keahi is a first-year student at Chaminade, majoring in Environmental Studies, and participated in hopes of learning more about how to turn big data sets into results that communities can actually use to make decisions. “My biggest reason for joining this program was to step out of my comfort zone,” Keahi said. “Getting this experience is something I will never forget.”

Keahi opted to dive into data from the Haleakala National Bird survey.

“I love native birds and I’m interested in knowing more about the different factors that could have caused the fluctuations in the bird population,” she said. “My biggest challenge during this program was figuring out how to code and then create different scatter plot and bar graphs.”

One of the greatest thrills? Using a supercomputer for the first time.

Armando Luna, a Data Science student at Chaminade, said the competition was tough—but a worthwhile experience. “The biggest challenge was ensuring I would have a presentable and complete project in time,” Luna said. “However, we had fantastic mentors who helped us through the week.”

Mentors like Dairian Balai ’22, who said she wanted to volunteer because of her own positive experiences at Advanced Computing for Social Change Challenges on the mainland. She was in the 2019 ACSC cohort and said the mentors were key to ensuring the event was filled with both learning and fun.

She said many of the students participating in this year’s challenge didn’t have any experience with coding, programming or working with big data sets. That meant they needed some extra help to ensure they didn’t get overwhelmed. “The students persevered and created incredible posters,” she said.

She added that what she enjoyed most about being a mentor was watching students grow in the challenge. “You can tell how much confidence they gained,” Balai said. “I also like seeing those great ‘aha!’ moments when they’re running into issues and then they finally make a breakthrough.”

Student Wins SC21 Data Science Competition

March 7, 2022 by University Communications & Marketing

Taylor Ishisaka loves to unlock the secrets hidden in data.

There’s nothing more satisfying or rewarding, she says, than translating big data sets into clear, actionable information that communities can use to understand themselves better or tackle existing problems anew. “The world of data science has so much to offer,” said the Chaminade senior.

That passion isn’t only infectious, it’s getting noticed.

Taylor Ishisaki reviewing data science information

Most recently, she was part of a team that took home top honors in the inaugural data science competition at SC21, one of the biggest international conferences on high-performance computing. The competition, held over two phases in October and November 2021, was designed to give students a chance to showcase their computing, problem-solving and data analysis skills in a team dynamic.

Ishisaka, who is a Ho’oulu Scholar and Data Science major at Chaminade, said the competition started with a meet-and-greet opportunity over Zoom followed by details on the expectations for participants. She was put into a team with students from around the nation, including Washington State University and Central Texas College.

The first phase of the competition required students to perform analysis on a data set using a high-performance computing cloud. Ishisaka said the task was designed to test participants’ time management skills, teamwork, and ability to work effectively in the cloud platform.

The data set was a compilation of agricultural and livestock data from the U.S. Department of Agriculture database. Ishisaka’s team looked at crop production and fertilization data over several years, and Ishisaka created a color-coded heat map showing changes over time. A teammate, meanwhile, crafted several graphs that showed crop and soy production over specific Census years.

Ishisaka and her teammates put together a report in order to move to Phase 2, during which participants were challenged to find their own datasets to highlight problems in specific regions. Ishisaka’s team focused on Missouri data, specifically looking at data on bison populations. They took a multi-state view, tying in figures on climate and other environmental factors in their analysis.

The challenges were tough enough, but Ishisaka’s team also lost members over the course of the competition. Two didn’t show up again after the initial Zoom session. A third team member dropped off the map in Phase 2. That left the original team of five with just two members.

“As there were only two of us left in the most critical phase, my team member and I met with our mentor for hours each day discussing our progress on the project and next steps,” Ishisaka said. “We had to retrace our steps and rediscover our project purpose in order to put together our presentation.”

It was no easy task—but Ishisaka wasn’t deterred.

“After hours of putting together our presentation and rearranging everything to make sure that our story flowed, we created a product that we were proud of,” she said, adding that she stayed up all night before presentation day so she could memorize her talking points and deliver a clear message.

She delivered the presentation via Zoom with the judges and other teams all there. When everything was done, she was proud to have completed what she set out to do—and wasn’t thinking all that much about whether she’d actually be recognized for her efforts. “I was honestly surprised when we won,” she said. “I attended presentations of the other competitors and their projects were phenomenal.”

Ishisaka said she’s very happy with what she and her teammate were able to accomplish.

“I decided to keep on going throughout the competition because for one, I was representing Chaminade. And secondly, I know that my progress in the competition was a reflection of the skills and values that I learned throughout my academic journey in data science,” she said.

Ishisaka added she’s not one to leave things unfinished.

“Once I commit to a project, I am in it for the long haul,” she said.

The same goes for her commitment to data science, a major she fell into after participating in the Supporting Pacific Indigenous Computing Excellence (SPICE) Summer Institute in Summer 2019. SPICE, a partnership between Chaminade and the Texas Advanced Computer Center, gives students from all different majors and backgrounds a chance to explore data science and its many applications.

Ishisaka said that she entered the SPICE program not knowing anything about data science, “or that it even existed.” She added, “The following semester, I went to academic advising and switched my major from biochemistry to data science, and honestly it was probably one of the best choices I ever made.”

Students’ Stress-Related Project Awarded First Place in National Competition

November 5, 2021 by University Communications & Marketing

Stress is a fact of life, but two innovative Silverswords want people to know the story doesn’t end there.

And their work is getting wide recognition.

Aloha Lei Garo and Taylor Ishisaka with their first-place medals

Earlier this year, Aloha Lei Garo ‘22 and Taylor Ishisaka ’22 embarked on a research project aimed at helping their fellow students recognize when their anxiety levels were getting too high and giving them new tools to manage stress, build resilience and seek out opportunities for self-calming and reflection.

The two then spent long hours preparing to present their research at the HOSA-Future Health Professionals’ Virtual International Leadership Conference over the summer. The event features a competition with postsecondary students from around the nation and the globe, all spotlighting their work and detailing its potential implications for the field. Garo and Ishisaka were pleasantly surprised by all the positive feedback they got — and then were even more wowed by their first-place win.

The two took home the top prize in the Health Education category.

The title of their project was “Finesse Your Stress,” and included self-assessments for students, information on why stress can impact your overall health and easy activities anyone can do — from fun games to movement exercises to guided meditation — aimed at boosting resilience.

The presentation also included guidance on when to get professional help.

Lei Garo is studying Biology at Chaminade while Ishisaka is pursuing a degree in Data Science. Both got involved in HOSA (Health Occupations Students of America) and its leadership development programming in high school and have remained active members at Chaminade.

“I was very shocked and surprised that we won first place in our category,” Lei Garo said. “It was wonderful to see that all of our hard work has paid off to have this moment for us. I’m glad to not only have represented Chaminade University but also the state of Hawaii.”

Aloha Lei Garo and Taylor Ishisaka's HOSA research presentation

Ishisaka added she’s hoping to continue sharing their research and positive message more broadly, including “just how important it is to take care of yourself because we all get stressed. It is something we all face and it is vital to take control of it. It was our goal to educate young adults on the meaning of stress, how to recognize it and supply them with resources so they can maintain a healthy lifestyle.”

Ishisaka also said they had to remember their own advice as they put together their presentation, especially in overcoming no shortage of obstacles presented to them by COVID. Because of the pandemic, they had to prepare remotely and frequently chatted with each other over Zoom.

“We adapted to every obstacle,” she said.

“And started to expect the unexpected,” added Lei Garo.

Lei Garo said she wants her fellow students and the broader community to know taking breaks and caring for your mental health is just as important as doing well in school or succeeding in sports. “We get so caught up in the moment that we forget we should stop for a bit and take care of ourselves,” she said. “Taking at least a 10-minute break from stress is sometimes all you need to rejuvenate.”

Data Science SPICE Summer Institute

August 18, 2021 by University Communications & Marketing

For a third year, budding data scientists from across Hawaii and the mainland came together for Chaminade’s Supporting Pacific Indigenous Computing Excellence (SPICE) Data Science Summer Institute.

2021 Data Science SPICE Summer Institute virtual class meeting

The 2021 program, held virtually, included 21 participants and four student mentors. In addition to Chaminade, students hailed from Stanford University, Borough of Manhattan Community College, the University of Hawaii Maui College, College of the Marshall Islands and Northern Marianas College. They also came from a diversity of academic backgrounds, from Nursing to Environmental Studies to English.

The month-long seminar is focused on helping students use data as they seek to make a positive difference in their communities and includes immersive experiences, collaboration and a final project. Institute organizers say students walk away not only with new skills, but with a new appreciation of how data science can be used across disciplines to help spotlight problems and highlight potential solutions.

SPICE is held in partnership with the Texas Advanced Computing Center. Program leader Dr. Kelly Gaither is associate director at the center. Other faculty who helped make the institute possible include Chaminade Assistant Professor Dr. Rylan Chong, director of the University’s Data Science program, and Chaminade Vice President of Innovation Dr. Helen Turner, who is also a professor of Biology.

Students took up all sorts of questions and issues in their final projects for the SPICE institute, from socioeconomic factors linked to heart disease in Hawaii to the potentially positive relationship between video games and social anxiety to the impacts of wildfires in California on chronic diseases.

2021 Data Science SPICE Summer Institute Sarah Carroll's presentation

The overall project and poster winner was Chaminade student Sarah Carroll, who looked into whether the long-term impacts of food security in the United States include higher rates of chronic disease. Using publicly available data sets, she mapped out food insecurity in the US and found a slightly positive correlation between food insecure individuals and rates of arthritis, asthma and cancer.

She noted further study is needed to determine what’s driving chronic diseases in food insecure populations, along with which US ethnic groups have the highest rates of inadequate food access.

There were also three track winners named.

In the healthcare track, Chaminade student Caili Cain took the top prize. She sought to investigate implicit bias in the medical field, including how medical school pedagogy might be endorsing false beliefs about biological differences between Black and white patients. Specifically, she was interested in how official and informal medical school curricula contribute to bias about how patients manage pain.

Chaminade student Rhea Jose was the track winner for Environment, with a presentation that explored whether food availability and consumption in the US can show food loss or waste. She said the next step in her research might include investigating food waste per capita in order to make local level changes. And Chaminade’s Amber Sablan was recognized for her social justice-focused presentation. In her project, she sought to determine whether gentrification on Oahu could be contributing to homelessness by driving up home prices and bringing in new higher-income tenants. She said the lack of available data from 2020 limited her research, but she is interested in furthering her study into the issue. More specifically, Sablan wants to look at the number of unoccupied homes on Oahu along with outmigration rates.