Social Equity and Justice

Throughout 2020, I grew increasingly alarmed by the injustices and bodily harm experienced by Black and African American individuals by police and others across the United States. I embarked more earnestly on a path to better educate myself on what systemic racism looks like and joined groups that engaged in anti-racism and social equity work. I view this learning / unlearning / action as morally imperative work that needs to be more rigorously addressed in academia. Half of the battle to implement anti-racist policies (recognized by scholars like bell hooks) is convincing folks that racism actually exists here, not just in the hand-wavy world around us, but here, in this classroom, in this department, and in this university, bolstering all of our instistutional structures, personal interactions, and distinguished pathways for upward social mobility.

Two groups have been paramount to my education and work in this space. The first is my department’s Geography Diversity, Equity, and Inclusion Working Group, and the second is UCSB’s Center for Innovative Teaching, Learning, and Research (CITRAL). Both have provided a formal setting by which like-minded folks can meet, educate one another, discuss, and enact social change. Below are links to explore these groups further. I sincerely welcome any ideas or resources to engage in similar thinking and action.

  • Geography Diversity, Equity, and Inclusion Working Group
  • CITRAL Community of Practice: Course Design for Equity. The Center for Innovative Teaching, Research, and Learning is a unit within the University of California, Santa Barbara (UCSB), with a focus on teaching that is equitable, just, and evidence-based. CITRAL Community of Practice: Course Design for Equity (CoP) is a new initiative for UCSB graduate students who are committed to reflecting on and developing their pedagogical skills. Acceptance into the CoP is competitive and selected applicants typically already have a track record of thoughtful action toward equitable teaching. Participants meet six times over the course of two quarters, and they complete additional partnered and independent work between the meetings. At the end of the CoP, participants have 1) read about and discussed several frameworks that inform equitable and antiracist teaching; 2) developed or revised teaching portfolio materials such as syllabi and DEI statements to align with some of these frameworks; and 3) contributed to a community sharing resources, experiences, feedback, and knowledge.

UC Placemaking Initiative

The UC Placemaking Initiative

Software used: R / RStudio, Leaflet, JavaScript, HTML, CSS


From the The UC Placemaking Initiative website:

The UC Placemaking Initiative is a multi-campus network and public platform created in 2018 to support, study and amplify place-based research of UC artists, designers and media practitioners who are working across disciplinary fields in collaboration with multiple stakeholders to enact environmental and social change. This work brings visibility to UC’s core public research mission as a land-grant institution, committed to pedagogy and scholarship that directly serve the needs and interests of California’s diverse publics. As a cultural practice, placemaking engages the core values of diversity and equity as guiding principles to advance access and participation by those often underrepresented or excluded from the public process.

I joined the University of California, Davis Placemaking team to help create a map of all of the initiative’s affiliations between projects and people: who works with whom and where do practitioners reside in terms of their geographic location as well as their place-based organizations. A copy of the map of these affiliations is given below. You can view affiliations by people or projects, and the websites associated with collaborators are attached as attributes on the nodes and edges of the network.


Kaggle, 2022

Kaggle’s 30 Days of ML

Software used: Python


After advancing to candidacy I stopped taking a full course load, but I felt the need to maintain my knowledge and skills in machine learning. I decided to take on Kaggle’s 30 Days of Machine Learning (ML) challenge, and despite not being able to do it in the designated 30 days, I was able to complete all tutorials. This experience inspired me to stay active in the Kaggle community, and I look forward to future competitions!

MAT259, 2019

Algorithmic Visualization Projects

Software used: Processing, SQL


MAT259 is a class on Algorithmic Visualization in the Media Arts and Technology department at the University of California, Santa Barbara. I took this class in anticipation of visualizing highly dimensional travel activity data, so my projects centered around using geographic data. While the projects require Processing to render their interactivity, below are links to static images of the second assignment and the final project:

SOC294, 2018

Social Network Analysis Final Project

Software used: R/RStudio, R Shiny, D3


SOC294 is a class on Social Network Analysis in the Sociology department at the University of California, Santa Barbara. This class was one of the course requirements for my Network Science and Big Data NSF Fellowship. My fellow award recipient, Vania Wang, and I created the final project below, which visualizes the health outcomes of individuals in varying types of sexual activity networks.


ENG238, 2018

Critical Infrastructure Project

Software used: ArcMap, ArcScene, Github


English 238 is a class on Critical Infrastructure in the English department at the University of California, Santa Barbara. The field of critical infrastructure broadly examines how the digital humanities are uniquely positioned to interpret and critique the infrastructual elements of “culture” which simultaeously fulfill and constrain human experience. The final project for the course involved creating a public “Starter Kit,” a website that consolidated a series of blog posts that introduce a topic within critical infrastructure. I chose to explore how the natural environment is seen as infrastructural, and how the process of “daylighting” a creek can serve as an act of both environmental and cultural restoration. Below is the last webpage of my “Starter Kit” project.


Daylighting Islais Creek through Maps

A map is a representation of the physical world, and it communicates a story through a careful management of shapes, colors, textures, and layers. This Starter Kit is a geographic information science (a mapping) approach to critical infrastructure, and tries to separate out the infrastructural components of a city at the urban-water nexus. The urban-water nexus describes the geographic areas at which humans and water interact. Central to this approach is the consideration of climate change, and how its increasing variability and unpredictability will affect human life.

One attempt to address the challenges of climate change at the urban-water nexus is to revitalize more sustainable practices in water management. Decades of urban development have redirected many creeks, rivers, and streams to underground culverts, which sometimes results in flooding and destruction when capacity is reached. “Daylighting” these water bodies allows them to follow more of their natural flow and makes them less prone to flooding. The technique is increasing in popularity as the urgency to address climate change intensifies, and can involve cultural restoration too. As someone who loves water and the Bay Area, I feature Islais Creek in San Francisco, California, as my area of interest to daylight. I choose to layer those traditional infrastructural elements of an urban environment such as highways, roads, bridges, and buildings with aquatic features such as shoreline, marshes, and rivers. Each map layer “daylights” some aspect of urban and aquatic infrastructure across time and space, and culminates in a series of maps that I call NEXUS. In NEXUS, one can see all of the urban structures of a city, but where there is water, I leave the historical map of Islais Creek, so that the map reader can be reminded of the centrality of water to urban life.

Situating this Work within Geography

Geography is an incredibly diverse and broad field. While a general definition of geography might be “the study of the physical features of the earth and its atmosphere” as well as the “human activity as it affects and is affected by these,” I would describe the field of geography as encompassing any theoretical development or empirical research that privileges a perspective of “space” and “place.” If you are exploring how the location of a phenomenon affects the nature of the phenomenon, you are doing geographic research!

Here at the University of California, Santa Barbara, geographic research interests vary considerably across human geography, physical and atmospheric sciences, climate change, space/time knowledge and organization, and geographic information systems (GIS). A GIS allows a researcher to layer multiple aspects of geographic information for analysis or visualization. With my first Starter Kit, I try to communicate a bit about the spatial and geographic qualities of the critical infrastructure present at my area of interest, Islais Creek, through a GIS.

How the Starter Kit was Made

This Starter Kit was made using ArcScene, a product from ESRI that allows one to view geographic data layers in 3 dimensions. In a future blog post, I would like to unpack the black box that hides the technical aspects that went into making this project. (For example, I had a great suggestion to add population data, maybe to the “Urban” map, so that one might see “what’s at stake” for the people living in this area.) For now, please enjoy the layers and final product that constitute my Starter Kit: Daylighting Islais Creek through Maps.

The Starter Kit

Islais Creek
Islais Creek
Historic Shoreline
Islais Creek
Water
Islais Creek
Marsh
Islais Creek
Roads
Islais Creek
Highways
Islais Creek
Bridges
Islais Creek
Modern Shoreline
Islais Creek
Buildings
Islais Creek
Urban, Water
Islais Creek
NEXUS
Islais Creek
Islais Creek

Resources

Layer Date Created or Last Modified Source
Historical Map 1895 (SF), 1896 (San Mateo) The National Geological Map Database
Historical Water & Marsh, Modern Shoreline 1998 San Francisco Estuary Institute
Highways, Bridges 2017, 2015 Caltrans
Roads 2018 Data.Gov
Buildings 2017 DataSF

The Cricket Emoji

The Cricket Emoji

Software used: Adobe Illustrator, LaTeX


The original design of the cricket emoji.


In the fall of 2016, I decided to write to the Unicode Consortium to advocate for the inclusion of a new emoji: a cricket. My motivation for doing so (in addition to avoiding completing my graduate school applications) stemmed from the simple fact that there was no cricket emoji, and I felt that the world needed a better way to express awkward silences through text.

The process of creating and getting an emoji accepted was wonderful. Not only was it fun to write the proposal and design the cricket in Adobe Illustrator, but I also used this as an opportunity to learn LaTeX. I have since learned there is a large emoji community, emojination, who maintain an active slack channel that helps other emoji enthusiasts get their proposals passed by the Emoji Subcommittee of Unicode.

I sat for a few radio, phone, and email interviews about the emoji, see below: