Social and Behavioral Sciences Commons^™

Develop An Interactive Python Dashboard For Analyzing Ezproxy Logs, Andy Huff, Matthew Roth, Weiling Liu

Faculty Scholarship

This paper describes the development of an interactive dashboard in Python with EZproxy log data. Hopefully, this dashboard will help improve the evidence-based decision-making process in electronic resources management and explore the impact of library use.

Novelty Visualizations Of Collections Data: Real Impact Or Comic Interlude?, Nat Gustafson-Sundell, Evan Rusch

Library Services Publications

Nat and Evan have experimented with a new approach to data visualization using Dall-E 3, an image generation tool. The goal has been to create data illustrations, like charts, but using images. They discuss the advantages and disadvantages of this approach as demonstrated through numerous examples.

What Does One Billion Dollars Look Like?: Visualizing Extreme Wealth, William Mahoney Luckman

Dissertations, Theses, and Capstone Projects

The word “billion” is a mathematical abstraction related to “big,” but it is difficult to understand the vast difference in value between one million and one billion; even harder to understand the vast difference in purchasing power between one billion dollars, and the average U.S. yearly income. Perhaps most difficult to conceive of is what that purchasing power and huge mass of capital translates to in terms of power. This project blends design, text, facts, and figures into an interactive narrative website that helps the user better understand their position in relation to extreme wealth: https://whatdoesonebilliondollarslooklike.website/

The site incorporates …

“Big Data” Revitalizing Librarianship: Impact On Librarians, Alice A. Bamigbola Dr.

Library Philosophy and Practice (e-journal)

Advanced technologies undeniably developed in the 4th Industrial Revolution era, and led to incessantly growing volumes of information daily. “Big Data” is simply information surplus due to the volume, velocity, variety, variability and veracity of the data that need to be processed to get value and better visualisation. Big Data helps libraries understand the ever-changing users’ needs, consequently reshaping their services and procedures. However, it offers several information challenges concerning its capturing, storage, searching, structuring, and visualization. This paper, explores the concept of Big Data in a library environment, how to introduce Big Data, its benefits in the library, roles …

The Collections Pbi: Interactive Data Visualization For Campus Outreach, Nat Gustafson-Sundell, Evan Rusch, Pat Lienemann, Jeff Rosamond

Library Services Publications

At Minnesota State University, Mankato, we have developed a new approach to collections outreach utilizing interactive data visualization in Microsoft Power BI. The new tool, which we call the Collections PBI, empowers us to demonstrate very clearly and vividly the library's value to campus. The Collections PBI can be used for a variety of purposes, including collection development and collection evaluation, for program review and accreditation. We will demonstrate the Collections PBI and talk about how we are using it to support collections outreach and other library priorities. We'll also discuss design and development issues so others can see how …

Naming Venus: An Exploration Of Goddesses, Heroines, And Famous Women, Kavya Beheraj

Dissertations, Theses, and Capstone Projects

Humans have been observing and romanticizing Venus for more than 5,000 years. However, mapping its surface has nearly always been impossible, since the planet is shrouded in thick clouds. A breakthrough came just fifty years ago with the invention of radar imaging, leading to the discovery (and naming) of hundreds of new features in a relatively short length of time.

The rapid naming of Venus is a case study on the impact of planetary nomenclature — the process of naming features on other worlds. While the act of naming streamlines communication and humanizes alien landscapes, it is subject to bias, …

Anchorage: Visual Analysis Of Satisfaction In Customer Service Videos Via Anchor Events, Kam Kwai Wong, Xingbo Wang, Yong Wang, Jianben He, Rong Zhang, Huamin Qu

Research Collection School Of Computing and Information Systems

Delivering customer services through video communications has brought new opportunities to analyze customer satisfaction for quality management. However, due to the lack of reliable self-reported responses, service providers are troubled by the inadequate estimation of customer services and the tedious investigation into multimodal video recordings. We introduce , a visual analytics system to evaluate customer satisfaction by summarizing multimodal behavioral features in customer service videos and revealing abnormal operations in the service process. We leverage the semantically meaningful operations to introduce structured event understanding into videos which help service providers quickly navigate to events of their interest. supports a comprehensive …

A Culturally Responsive Evaluation Lens To Logic Model Design, Ciara Cascharelle Knight

CGU Theses & Dissertations

Culturally responsive evaluation (CRE) is an approach that centers all evaluation processes around the culture of a program’s secondary stakeholders. Specifically, this entails ensuring shared meanings in a group through communication. However, minimal connections have been made between CRE and logic model designs. Logic models commonly used by evaluators are data visualization and communication tools designed to aid in effectively communicating a program’s theory. Nevertheless, little is understood about the role culture plays in this process. This multiphase mixed methods study explored the integration of CRE to logic model designs using individualism and collectivism (IC) as a construct for culture …

A Conversation In Time: A New Concept For Creating Stream Graphs For Qualitative Data Visualization, Emily S. Nelson, Sheryl Chatfield

The Qualitative Report

Despite the affinity between qualitative research and non-text visual information, the range and application of creative visualizations used to give depth and dimension to qualitative research reports is limited. Thoughtfully designed visualizations, including those which emphasize color, have myriad advantages, including the ability to compress information into an easily understood summary. The purpose of this paper is to describe a new method, developed by the first author, suitable for capturing temporal aspects of conversations and word volume for presentation in an engaging visual way. This method uses the widely available software program Microsoft Excel, in conjunction with R, an open …

Teaching Income Inequality With Data-Driven Visualization, Humberto Barreto, Sang T. Truong

Economics and Management Faculty publications

The distribution of household income is a central concern in economics due to its strong influence on society’s well-being and social cohesion. Yet, non-expert audiences face serious obstacles in understanding conventional measures of inequality. To effectively communicate the extent of income inequality in the United States, we have developed a novel technique for visualizing income distribution and its dispersion over time by using U.S. household income microdata from the Current Population Survey. The result is a striking dynamic animation of income distribution over time, drawing public attention, and encouraging further investigation of income inequality. Detailed implementation is available at github.com/sangttruong/incomevis …

Full-Text Retrievals And Ebsco Discovery Service: Assessing Usage Of E-Journals Across Multiple Platforms, Simon Robins

Roesch Library Faculty Publications

This study utilizes COUNTER 5 data from the University of Dayton (UD) to measure full-text retrievals of e-journal articles from five major academic journal publishers (Taylor & Francis, SAGE, Oxford, Wiley, and Springer). Usage data from these publishers’ e-journals within EBSCO is compared to the same content when accessed from publisher platforms such as Wiley Online Library or SpringerLINK. Building on previous studies that have largely focused on links (or referrals) from the library discovery layer to publisher platforms, this study analyzes usage of full text-articles stored within EBSCO Discovery Service and EBSCOhost subject databases to consider how these full-text …

Bringing People Back Into Public Health Data: Community Feedback On A Set Of Visualization Tools - Summary Report, Alejandro Cerón, Mia Glover, Quisi Rodriguez-Oregel, Dani Thompson, Tom Adams, Naomi Asakura, Kaela Belknap, Anna Block, Nicole Boehler, Hannah Boeve, Sarah Bomers, Sasha Borovok, Grace Bryan, Kate Buffington, Majesty Cain, Beth Carideo, Haley Chesno, Grace Connell, Jake Corbett, Camille Cruz, Chloe Dawkins, Anna Denniston, Lydia Dickens, Sophie Duplock, Samuel Dwinell, Avery Ess, Sam Ferman, Ellis Geis, Ethan Graupmann, Xander Hedrick, Angel Hernandez-Miramontes, Grant Huyghe, Sara Ibrahiem, Anna Jamieson, Ian Kang, Allie Kris, Erin Lawrence, Maddie Leake, Ryan Leary, Taylor Loh, Charlotte Monroe, Alexander Nguyen-Lopez, Henry O’Daffer, Cat Parish, Jaylee Recountre, Grace Rizzo, Noah Roseth, Grace Rothstein, Katie Sage, Marie Saltzmann, Stephen Shlain, Riley Shores, Mackenna Simson, Mark Teneza, Jack Weinmeister, Justin Weinzweig, Alison Wenman, Patch Whelan, Lea Zimmerman

Anthropology: Undergraduate Student Scholarship

This course-based study is a product of the University of Denver’s Spring 2022 The Social Determination of Health (ANTH 2424) class. The study aimed to understand how well a set of public health visualization tools tells the data stories about people in Colorado, and about important public health problems. For this, a team of almost sixty undergraduate students taking the class, coordinated by three graduate teaching assistants, and directed by the course instructor interviewed a total of fifty-six people from Colorado, qualitatively analyzed those interviews, and wrote reports that draw conclusions and recommendations.

Why, New York City? Gauging The Quality Of Life Through The Thoughts Of Tweeters, Sheryl Williams

Dissertations, Theses, and Capstone Projects

As a resource for social data, Twitter’s platform has been used to measure the quality of life through sentiment analysis. This capstone project explores another methodological technique—querying Twitter data around specific keyword terms to determine dominant topics, word patterns, and sentiment leanings in a geographical area. Focusing on New York City and Los Angeles for comparative analysis, the keyword term “why” will be used to build a Python analysis around topic modeling and sentiment analysis. Using this approach, the analysis reveals social and cultural differences, the overall sentiment of tweets, and subjects of interest to tweeters.

GitHub Repository for all …

Taking A User-Centered Design Approach To Develop A Data Dashboard For New York State Department Of Health And Implications For Improving The Usability Of Public Data Dashboards / Narrative Competence And Cognitive Mapping As A Culturally Sustaining Pedagogy In The Education Of Emergent Bilinguals, Bahareh Ansari

Legacy Theses & Dissertations (2009 - 2024)

In recent years, the increased availability of public data dashboards provided opportunities to democratize data access by summarizing large amounts of data into accessible snapshots to facilitate educational efforts and encourage evidence-based decision-making. However, many current practices have not reached their full potential because the dashboard design has not accounted for users’ needs and preferences. This dissertation employed the user-centered design framework with three studies. Study 1 investigated the usability problems of existing public health data dashboards through an expert review of existing dashboards on government websites. Study 2 established the requirements of a usable design for public health data …

Disrepair, Displacement And Distress: Finding Housing Stories Through Data Visualizations, Jennifer Cheng

Dissertations, Theses, and Capstone Projects

While the COVID-19 pandemic is at its forefront a health crisis, it also triggered an upheaval in the already dire housing situation endured by many New York City renters. Tenant fears of rent increases, deferred maintenance, and displacement certainly worsened during the pandemic. But the housing crisis is, at the same time, part of a perpetual real estate cycle contingent on speculation and the symbiotic relationship of landlords, investors, and lenders in pursuit of profit – to the detriment of tenants.

Following years of lending deregulation, funding cuts, and tax reform, the financialization of housing emerged. Real estate speculation, where …

Slices Of The Big Apple: A Visual Explanation And Analysis Of The New York City Budget, Joanne Ramadani

Dissertations, Theses, and Capstone Projects

As a component of government, budgets are fundamental not only to improving the quality of a shared society, but also to understanding what our government officials consider to be their priorities. However, most budgets can be difficult to understand, using terms that are not familiar to people who have not studied finance or economics. To that end, Slices of the Big Apple is an interactive, centralized narrative website that uses visualizations at its core in order to: 1) facilitate a holistic understanding of the New York City government budget for NYC residents; and 2) conduct a five-year analysis of Community …

Introduction To Data Science, Spencer P. Greenhalgh

Information Science Textbook Gallery

This book was developed for ICT/LIS 661: Introduction to Data Science, as offered in the University of Kentucky's School of Information Science. It adapts and expands on openly licensed materials to introduce readers to basic statistical concepts, the R programming language, and philosophical critique of data science.

This open access textbook was supported by the University of Kentucky Libraries Alternative Textbook program

Turning Data Into Art, William Denton

Urban Library Journal

Data analysis and visualization can be fascinating, but such work doesn’t need to stop there. We can take the product of our professional data work and turn it into a personal practice of art. Two projects covered are a visualization of collections and a sonification of help desk activity. There are many ways that we can turn our professional practices of librarianship and archives into personal practices of art. In this talk I briefly point to a performance piece (about archival digitization) and a theatrical production (about information literacy) I did with others, then look in more detail at turning …

Odt Flow: Extracting, Analyzing, And Sharing Multi-Source Multi-Scale Human Mobility, Zhenlong Li, Xiao Huang, Tao Hu, Huan Ning, Xinyue Ye, Binghu Huang, Xiaoming Li

Faculty Publications

In response to the soaring needs of human mobility data, especially during disaster events such as the COVID-19 pandemic, and the associated big data challenges, we develop a scalable online platform for extracting, analyzing, and sharing multi-source multi-scale human mobility flows. Within the platform, an origin-destination-time (ODT) data model is proposed to work with scalable query engines to handle heterogenous mobility data in large volumes with extensive spatial coverage, which allows for efficient extraction, query, and aggregation of billion-level origin-destination (OD) flows in parallel at the server-side. An interactive spatial web portal, ODT Flow Explorer, is developed to allow users …

The Social Market Economy As A Formula For Peace, Prosperity, And Sustainability, Almuth D. Merkel

Doctor of International Conflict Management Dissertations

The social market economy was developed in Germany during the interwar period amidst political and economic turmoil. With clear demarcation lines differentiating it from socialism and laissez-faire capitalism, the social market economy became a formula for peace and prosperity for post WWII Germany. Since then, the success of the social market economy has inspired many other countries to adopt its principles. Drawing on evidence from economic history and the history of economic thought, this thesis first reviews the evolution of the fundamental principles that form the foundation of social-market economic thought. Blending the micro-economic utility maximization framework with traditional growth …

Policymap, Melissa M. Johnson, Charlene Cain

Library Learn - Complete Video Collection

Add a contextual layer to presentations or articles by allowing others to see your findings in action. Don't just read your research results see them. View your findings in PolicyMap.

• Learn what PolicyMap is.
• Learn how to access PolicyMap from the library's homepage.
• Learn key features of PolicyMap.

From The Ground Up: Building A Digital Scholarship Program At The University Of South Carolina, Stacy L. Winchester, Amie D. Freeman, Kate F. Boyd

South Carolina Libraries

In 2019, the University of South Carolina Libraries launched a new department called Digital Research Services to support new and evolving forms of scholarship in the digital age. Departmental librarians will discuss the experience of planning and implementing a digital scholarship program and will provide suggestions for other libraries planning a digital research initiative.

Tapping Twitter Data For Analyzing And Visualizing Public Sentiments On Censorship, Naveen Kumar Yadav, Akhilesh K.S. Yadav

Library Philosophy and Practice (e-journal)

The main objective of this research study is to analyse and visualize Twitter data with tags “#Censorship”. A connection was established with twitter using Twitter API, and receiving the tweets on Google Spreadsheets. Data visualization was performed using various tools such as Voyant Tools, Tableau, Google Spreadsheet and Orange in order to generate different visualizations based upon, language, geographical areas, retweets etc. The sentiment analysis was performed for the sentiments that were attached to the given set of data by the public in their respective tweets. The 23680 tweets were retrieved during the data collection time and there were 13,771 …

Data Visualization & Why It Is Important To Get It Right: Tools You Can Use, Sandy Avila

Faculty Scholarship and Creative Works

This was presented at STELLA (Science, Technology, and Engineering Library Leaders in Action) Unconference 2020 for their Lightning Round session on Friday, October 9, 2020. The presentation abstract is below:

Have you ever asked yourself why spending the time to visualize your data findings is important and where to start when looking for data visualization tools? How about wondering what kind of chart or slide might make a more compelling visualization to showcase your data? In this informative lightning round session, useful tools and resources will be shared along with why it is important to get it right. Don’t be …

Visualization Research Lab At Hkust, Yong Wang

Research Collection School Of Computing and Information Systems

HKUST VisLab (http://vis.cse.ust.hk/) is one of the leading research labs in the field of data visualization and human-computer interaction worldwide. The lab is dedicated to conducting cutting-edge research on data visualization and human-computer interaction to facilitate data exploration and analytics in various application domains, including E-learning, urban computing, social media and industry 4.0. Starting from its foundation by Prof. Huamin Qu in August 2004, the mission of HKUST VisLab is to build an excellent visualization research center and foster data visualization research and talent cultivation in Asia, as there were very few visualization researchers in Asia around 2004.

Data Visualization: The What, Why, & How, Sandy Avila

Faculty Scholarship and Creative Works

This presentation was part of UCF Libraries' Office of Scholarly Communication Stay Savvy with Scholarly Communication session for the summer of 2020. This session was as introduction to what data visualization is, some background on out of the box tools and software people can use to create visualizations, while providing an overview of why we visualize data.

Automating Collection Analysis Data Visualization In Jupyter Notebook: What's Possible And Why Would You Do It, Pat Lienemann, Luwis A.R.R. Andradi, Nat Gustafson-Sundell, Evan Rusch

Library Services Publications

NOTE: In order to see the full presenter’s notes, you must download and open in Acrobat Reader. The presenter’s notes will be cut-off if the PDF is viewed in some browsers.

Data visualizations help librarians see through the clutter of collection analysis metrics, and can be very useful for outreach to academic partners. Automating the production of data visualizations in Jupyter Notebook from standardized data inputs enables us to produce more reports for more academic departments, which increases our impact.

Data (Mis) Visualization And Its Impact On Academic Advancement And Public Understanding, Nicole R. Webber, Margarita Shawcross, Dale Edwards, Rob Reinsvold, Jingying Crystal Zhen

Society for the Academic Study of Social Imagery

Cultures across the globe are increasingly visual—whether this be due to the popularity of video streaming, advances in the graphic arts, or the rise of accessible software, apps, and other technologies. In fact, while globalization endures as a prominent force, it seems that the rather universal languages of images and numbers do as well. Visualizations—in particular data visualizations—are valued for their efficiency in communicating messages and their efficacy in spurring emotion and instigating action. This gives such images great power.

Although all media consumers must ultimately be accountable for their own ability to interact responsibly with the visual media, educators …

The Ballad Of The Librarian & The Infographic: A Tale Of Data Visualization, Caitlin A. Bagley

LOEX Conference Proceedings 2013

No abstract provided.

Social Justice Scholarship Informing Visual Communication Practices, Alicia Campbell

All Graduate Theses, Dissertations, and Other Capstone Projects

My discussion hinges on the groundwork of social justice as integral to the field of technical and professional communication (TPC) with an understanding of the importance of visual communication; ultimately, I seek to understand the intersections of Social Justice and Visual Communication within the field of Technical Communication. Based on this research, I develop a heuristic that allows technical communicators to critically analyze their visual communication efforts, specifically infographics, for advocacy/social justice.