Quote: "Without historical source analysis, students would not see that data is only as reliable as the people who create and interpret it into new forms." with redlined map in background.

Where History and Economics Collide: Teaching on Redlining 

Though the use of data for analysis is often framed as a way of answering questions about the world, it also helps us come up with new questions, questions more aligned to the mysteries that drive us to ask questions in the first place. We (Amanda and Cora)…

"As my students routinely said, each data point represented a person's moment of emancipation, a significant moment in their life." -Amanda Laury Kleintop

Teaching with Data and Care in the Digital Humanities 

Black Digital Humanities scholars have often grappled with the contradiction that digitizing slavery’s archives, in the words of historian Jessica Marie Johnson, “threatens to replicate the death work of the slave ship register,” re-enacting the commodification of the people whose lives and histories they…

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…

"Instead of saying ‘it’s biased,’ we want students to be able to explain how something is biased, how we can learn from it, and how to use that knowledge to take steps to keep improving upon our understandings of the world.”

Data Literacy in Engaged Learning: Understanding Bias

Over my career as a student and professor, I (Amanda) have come to learn, with the help of my colleague Dr. Cora Wigger that understanding bias in research is essential to understanding causes and perpetuation of racism. In my first…