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Final Project Proposal: Decolonizing the Display

Confront the Canon: Examine Museum Collection and Exhibition Practices

Link to Slide Deck

Proposal Overview: In 2019, a statistics and art history team from Williams College and the University of California conducted a diversity study on eighteen U.S. museums and found that overall 85% artists in the collections are white and 87% are men. I envision the project as a way to explore the institutional bias reflected in the skewed diversity ratios prevalent in museum collections and reflected in their exhibition history that consistently privileges art created by white Western artists. The central question being explored is: How does the institution’s collection and curatorial practices contribute to the marginalization of non-Western art, women artists and artists of color? 

Project Objective and Inspiration: The objective is to confront the art canon (which constitutes the general standards set to judge ‘greatness’ in art) and examine the practices that determine whose history is represented in the institution’s collection and whose story is told in the displays. I propose a mediation in the spirit of Fred Wilson’s brilliant intervention in his Mining the Museum project, where the artist culled forgotten African-American artifacts from the Maryland Historical Society’s permanent collection and juxtaposed the objects in their conventional display issuing a powerful statement against institutional racism. The entrance to Mining the Museum featured the Truth Trophy, where three busts of white men from the collection who were not Marylanders was placed in front of three empty black pedestals that represented Black Marylanders missing from the collection, namely Harriet Tubman, Benjamin Bannekar and Frederick Douglass (Figure 1, right). Another introspective intervention was seen in the form of slave shackles placed in a metalwork display which adds the context of invisible slave labor hidden behind the glimmering objects (Figure 1, left). 

Exhibits from the project Mining the Museum by Fred Wilson
Figure 1: Metalwork on the left; Truth Trophy on the right from Fred Wilson’s Mining the Museum, 1992

Project Method and Execution Phases: My project aims to mount a comparable interrogation of museum practices that allows users to intervene in select past exhibitions, curate an equitable display highlighting absences and provide relevant context by studying the collection through a decolonizing lens. Roopika Risam proposed the postcolonial digital pedagogy approach as a means to understand the role of knowledge production in privileging Western voices and employing active engagement of the audience as creators and not just consumers to begin decolonizing the archives. In a similar approach, the Confront the Canon interface will enable users to curate their own equitable exhibitions and empower them to participate as creators in the decolonizing effort. 

Phases of proposed project
Figure 2: Phases of the proposed project, Confront the Canon

To execute the project within a semester, the scope is narrowed down to a single exhibition catalogue from the Metropolitan Museum of Art with the aim of creating the basic framework for the selection of interventions resulting in the final outcome of the virtual equitable exhibition. The project can eventually be scaled up.

The project execution is planned in four phases (Figure 2):

  • Phase 1: Select a past exhibition catalog, cull the selected catalog to create the past exhibition dataset.
  • Phase 2: Identify relevant search parameters such as art period, style, gender, race to create the basis of the intervention object dataset selection.
  • Phase 3: Provide display panels to swap out objects from the exhibition and accept intervention objects or suggestions where appropriate interventions are unavailable with relevant context labels.
  • Phase 4: Display newly curated equitable exhibition.

DH Context: The environment scan revealed several institutional attempts to address canon exclusions through digital exhibitions such as the ones seen on the NMWA, Palmer Museum of Art websites that feature online exhibits around Women in Art, Asian and Asian American Art, African art etc. However, these exhibitions focus on the themes in isolation, in a way ‘othering’ the subject. My project’s approach differs from these efforts because the attempt is to emphasize the exclusions and the flawed premise of the canon from within and visualize equity as an alternative.

Screenshots of online exhibition from Palmer Museum of Art to show effective use of google slide template.
Figure 3:Navigation of online exhibition Women in Art: Activism and Resistance, Palmer Museum of Art

Confront the Canon will seek guidance from the simple yet effective platform and design choices employed in the Palmer Museum exhibitions (Figure 3). Their design layouts are impressive because the humble google slides are used to great effect providing an immersive experience of the exhibition with simple navigation through the galleries and clickable art objects moving to text or video content that elaborate on the context.

Exploring Global Music Trends with Tableau: 2nd Praxis Blogpost.

As a graduate student taking a digital humanities course, I explored the dataset titled Spotify – Top Songs by Country Charts from Kaggle, containing the top 50 songs for each country on Spotify as of May 2020 with columns such as Country, Continent, Rank, Title, Artists, Album, Explicit, and Duration, this data offers a snapshot of global music preferences, highlighting how tastes vary across regions and continents. This dataset, spanning 29 European countries, 11 Asian countries, 1 African country, 10 North American countries, 9 South American countries, and 1 country in Australia, provided a rich ground for examining global music trends through Tableau Public. My analysis focused on three key visualizations: Top Songs by Country and Rank, Top Artist by Country, and Top Artist/Song by Map.

Top Songs by Country and Rank

In the first worksheet, I created a heat map to visualize the distribution of song ranks by country. Each cell represented a rank (1–50) for a specific country, with the color intensity corresponding to the duration of the song. This visualization revealed intriguing regional preferences: European countries, for instance, displayed a broader range of top-ranked songs compared to the Americas, where songs like Safaera by Bad Bunny, Jowell & Randy, and Nengo Flow dominated other North & South American charts in May. At the same time, Rockstar by Dababy & Roddy Ricch topped the chart in the US and Canada. The heat map provided an intuitive way to compare how different countries favored certain ranks and song durations.

Top Artist by Country

The second worksheet highlighted the most prominent artists in each country using a Crosstab (text table). By filtering the dataset by Rank and Country, I discovered that local artists heavily influenced charts in Europe and South America, while North America and Asia leaned toward global superstars. This visualization emphasized the intersection of cultural identity and music consumption, illustrating how countries’ diversity shapes global trends.

Top Artist/Song by Map

The third worksheet utilized a Mapbox to represent the average rank of songs by country. This visualization underscored the geographic spread of Spotify’s influence, with darker colors indicating higher-ranked songs. Filtering by Continent, Country, and Rank provided further insights—for example, South Africa showed a strong love for TheWeeknd in artist popularity. While Europe’s charts reflected diverse tastes across its countries. I tried adding explicit content as a filter revealing how regions like South America and Europe were more likely to feature explicit songs in their top charts.

Reflections

Having used Tableau before but not consistently with the tool, I can say it was both rewarding and instructive. Its interactive features allowed me to craft dynamic visualizations that conveyed the global reach and regional nuances of Spotify’s top charts. However, challenges like cleaning data (e.g., converting song durations into total seconds) and balancing interactivity with clarity highlighted the importance of thoughtful design in this digital humanities project.

This project aligns with our readings on the storytelling power of data visualization, showing how tools like Tableau can illuminate cultural and social patterns. By mapping music’s global influence, I gained a deeper appreciation for the intersection of technology, data, and human expression. This praxis not only improved my technical skills but also underscored the potential of digital tools to explore and share complex cultural narratives.

Kelechi Iwuagwu (Data Analytics & Viz, CUNY Grad Center)

Intro to Mapping with QGIS Reflection

On November 20th, I attended the Intro to Mapping with QGIS workshop led by Parisa Sateyesh through CUNY digital fellows. The workshop started with short introductions that included each participant’s interest in mapping with QGIS. I was excited for this workshop as it related to my final project goal of mapping language change in Scotland.  

I enjoyed the introduction to the practical part of the workshop. Ms. Sateyesh discussed how maps are not neutral representations of a universal reality, rather they are social constructs. Maps are tools of communication and are often used to represent relationships of power. Ms. Sateyesh shared her screen to show a fascinating map that questions our assumptions about the United States. It was a map of indigenous territories. Rather than the stark lines and colors separating the colonized states, this map had many overlapping structures and almost translucent colors to allow for the overlapping areas.  

I also enjoyed how Ms. Sateyesh went through chronologically the questions one must ask themselves when one wants to build a map. For example, one must ask “what story do I wish to tell?”, “What is my budget”, “What is my timeline?”, and “Do I want a static or interactive map?” Finally, one must find the proper data files to create a map. At the very least, one ust have a spatial data file that contains the geometry points to populate in QGIS. After that, one must gather the data files relevant to the research question. 

For the practical part of the workshop, we aimed to create a map of NYC that plots 10 popular sites to compare neighborhood data on median household income. To begin, we cleaned our data files and imported the spatial data into QGIS. I quickly found that my computer could not handle running zoom and QGIS at the same time. To continue with the workshop, I closed QGIS and followed along while taking notes on each step. Once it came time to import the secondary location data file, most of my peers had technical difficulties. The facilitators helped by explaining which settings to toggle, but it was unclear why those settings were that way. Overall, the technical difficulties took away some time and we did not end with the map we set out to create. During my mapping praxis project, I played around with QGIS before settling on Tableau for my final product. I found the ‘playing around’ and trial and error to be very effective in helping my understanding of the software. I did not find the workshop to help my understanding as much. 

Overall, I highly enjoyed the conceptual discussion on mapping with QGIS and the organization suggestions provided by the facilitators. 

Reading Response

During this week’s reading, three keywords emerged: embodiment, privacy, and pedagogy. A Life Lived in Media by Deuze, Blank, & Speers made me think of social media in an entirely new way. Instead of media being a separate object with which we interact, this article asserts that media is intertwined with our reality. They write that media “produces reality in terms of the reality it records, redacts, selects and thereby constructs.” They also argue that we construct ourselves and our identity through media. Parham builds upon this when discussing the embodiment of our interconnection with media. The physical movements associated with media such as swiping and scrolling become embodied habits that shape our lived experience. Parham also describes the term haunting as to “experience other people’s memories with the affective impact of personal, firsthand experience.” This embodiment of emotion can be felt through prevalent stories of injustice and violence shared through media.  

A line from A Life lived in Media that stuck with me was “It used to take effort to be public. Today, it often takes effort to be private.” Anyone who has gone through setting up a social media account will find this to be true. This sense of visibility can be dangerous for certain groups. Additionally, it leads to discussions such as that in Walsh’s piece. How do we cite social media data? How do we ensure credit is given to the real people behind the data while preserving privacy and digital safety?  

Finally, I was very intrigued about Chatelain’s discussion on #FergusonSyllabus project. I did not know previously about the value (at least in regard to obtaining tenure) placed on scholarship as opposed to teaching. How does this affect academics across all grades and disciplines? Chatelain also mentions creating an age-appropriate teaching method for issues such race, gender, class, etc. I think this is a great idea to teach a new social justice-oriented generation. However, what obstacles, legislative, social, etc. would stand in the way?  

Blogpost: (PRAXIS) Text Analysis of the US Constitution using Voyant for the first time.

My Experience with Voyant.

Before resolving to use Voyant, I initially explored Google N-gram but found it “kinda” difficult to navigate for deeper insights. Voyant, on the other hand, felt much more user-friendly, especially with its collection of very helpful features. The Cirrus tool, which creates a word cloud, stood out immediately. It highlights the most frequent words in a corpus, offering a quick, visual snapshot of key terms. Another useful feature was Terms, which displays the frequency of terms across the document, making it easy to track word usage patterns.

Links, a network diagram tool, was particularly helpful for exploring how words co-occur, offering insight into relationships between key concepts. The Reader view displayed the full text, allowing me to highlight and analyze terms within the document directly. Additionally, TermsBerry, a playful bubble chart, allowed me to visualize word frequency and connections in an engaging manner.

Other features, such as Trends, as well as Context and Bubblelines, added even more depth to the analysis. Voyant also provides statistics such as word counts, vocabulary density, and readability scores, making it not only visually engaging but also a quantitative tool for text analysis. Its ability to generate instant visual feedback and downloadable outputs made it ideal for my praxis.

Analyzing the U.S. Constitution

First, as part of the mining, I searched on Google for a txt. file of The US Constitution, and was able to find THE
CONSTITUTION OF THE UNITED STATES OF AMERICA As Amended
on www.govinfo.gov which I highlighted all, copied, and pasted into the Voyant reader for analysis.

Using Voyant to analyze the U.S. Constitution was an interesting experience. The corpus was a single document, containing 39,243 words and 1,896 unique word forms. Voyant’s summary statistics revealed key insights, such as a vocabulary density of 0.048, indicating high repetition in language, and a readability index of 10.001, suggesting that the text is accessible to a broad audience.

From the Cirrus tool, it was revealed that the most frequent words in the text were terms like “shall” (1,268 occurrences), “states” (592), “congress” (396), “state” (387), and “president” (370). These terms reflect the U.S. Constitution’s focus on governance, authority, and the distribution of power.

The Links tool allowed me to explore how these terms are connected. For example, it was interesting to see how frequently “states” and “congress” appeared together, highlighting their relationship in the text.

The Reader view allowed me to read the full document while tracking specific words, and TermsBerry provided an interactive visualization of word frequency, which made it easy to explore patterns and relationships between terms.

The Trends (which combines line and bar charts for term frequency over time)

In summary, Voyant offered a visually engaging, data-oriented approach to analyzing the U.S. Constitution, making the analysis both colorful, accessible, and insightful. As a prospective Digital Humanist, I will very likely be using it much more in the future.

Kelechi Iwuagwu – (A Data Analysis & Viz Candidate, CUNY Grad Center)

Text Analysis Praxis

For the text analysis praxis assignment, I mostly explored Voyant and the JSTOR text analyzer, Constellate. Voyant was a very self-explanatory and easy to use platform. You can either upload your text or paste it directly in the text box. Then, the tool creates multiple visualizations based on that text. My first step was to choose which text to dive into. I knew I wanted it to be a simple text. Additionally, I wanted to explore something personal to me, that might reveal something pertinent to my life. To this end, I copy and pasted my two personal statements from my grad school applications into Voyant. The statistics revealed that the words used most frequently are data, children, education, and trauma. This is very much in line with my purpose going into grad school, as I am a QMSS student focusing on trauma in education. My favorite visualization was the one where my frequently used words were connected to one another. This allowed me to see not only the main themes, but how they came together to make one cohesive argument. I also noticed Voyant’s use of the word ‘Reveal’ as the button to generate the statistics. This implies there is a truth hidden within the text that must be unveiled. 

Using Constellate, I decided to explore published texts that contain the word ‘gaelic’ to stay with the theme of my previous mapping project. The visualization generated was a graph that showed the amount of texts with that keyword published over time. Furthermore, I could explore word frequencies within that sample of texts. I had a lot of fun with this feature, looking at what concepts were more and less prevalent at certain times in history. For example, both the percentage and total amount of texts published about gaelic in Ireland was much larger than those published about gaelic in Scotland. During this exploration, I found myself thinking of our readings that insist that data is never neutral and requires close reading and interpretation. For example, if you switch the summary metric from percentage to total count, an entirely different story is told. This not only requires transparency from the statistician, but attention and prior knowledge from the audience. 

Open Access/Minimal Computing/Digital Scholarship

My understanding of Open Access was best described by the Budapest Open Access Initiative as quoted by Peter Suber: “An old tradition and a new technology have converged to make possible an unprecedented public good. The old tradition is the willingness of scientists and scholars to publish the fruits of their research in scholarly journals without payment. . . . The new technology is the internet.” Scholars are in a unique position in which revenue loss is not an issue in open access publication and that the nature of their work is to produce public knowledge. 

While reading Fitzpatrick’s ‘Working in Public’, two keywords emerged for me: Visibility and Community.  Fitzpatrick makes sure to note the significant risks that come along with the visibility of making one’s work public and open access. These risks compound when the author is writing about topics such as social justice and when their identity is subject to discrimination or oppression. When speaking on public scholarship, Fitzpatrick writes “members of our chosen communities enter into our projects not just as readers but as participants, as stakeholders, and as partners.”  This reminded me of last week’s reading on the Possibly Impossible Research Project. In that project, the students and teacher moved away from such traditional roles and became more like collaborators in the quest for knowledge. Working in public also involves a breakdown of these rigid roles, allowing for the scholar and the audience to create more of a community.  

In ‘Hybrid Publishing’, it was interesting to learn that community is what drives Manifold’s development and flexibility. For example, certain features were a direct response to Manifold being used by communities in classroom settings.  

When reading “Minimal Computing”, I thought to my own community of this class. During praxis assignment presentations, I have often heard my classmates make decisions that align with the process of minimal computing. The main constraint in these scenarios is time. My classmates (and myself) first make the decision of what is needed to complete their project. Then, we need to decide what to prioritize in order to complete the project on time.