Red gradient overlay with a faded historical handwritten document table in the background. Text reads: “You must see beyond the data and see the person you're transcribing for.”

More than Data 

During the summer of 2025, I spent hours and hours on end working with historical documents that weren’t intended to be heard or used in the way we are using them. As a Black woman attending a predominantly white institution (PWI), doing this transcription work went deeper than internship…

"As concepts become more abstract, reaching agreement on appropriate measurement strategies becomes more difficult." -Cora Wigger

Defining and Measuring 

This semester, I’ve been working with two wonderful students doing mentored research projects of their own design. As they’ve been developing their research questions, I am reminded fondly of an exercise I did in a research methods class during grad school.   The professor, Dr. Ellen Goldring,…

Close up image of person sifting through archive records with "...transcription is one way to preserve archival sources and also make them more accessible...".

Working as a Digital History Research Assistant 

This summer, I worked as a research assistant for Dr. Amanda Laury Kleintop’s research project in Civil War digital history. I transcribed documents, collaborated with fellow research assistants, and learned more about data entry, as well as the Civil War…

"I've gained a deeper appreciation for the role of qualitative data and its potential to uncover lived experiences..." -Daisy Martinez-Jimenez

Preserving Human Experiences: Data and Ethics  

This summer, I had the opportunity to deepen my understanding of data as a research assistant under Dr. Amanda Kleintop, working with archived records from the US Slave Claims Commissions. In this role, I was responsible for transcribing documents from…

"Instead of separating AI literacy and data literacy, we see data literacy as a key precursor to AI literacy." -Cora Wigger

Data Literacy as a Precursor to AI Literacy 

As the new school year begins and our weeks are filled with slide edits, planning meetings, and the smell of new notebooks, one theme is dominating the preparation: Artificial Intelligence. I am not an AI expert. I have no tips…

Two field researchers reviewing data with quote: "Our definition and framework start with the existence of data itself—the ability to identify data as data.”

Defining Data and Data Literacy, Step 1 

When I, along with my CEL Scholar colleague Dr. Cora Wigger, describe our CEL project about data literacy and data justice to colleagues, we’re confronted with the same problem: every academic in every discipline defines “data” differently. As a historian…