13 citations · 14 across the 2 of their papers we have counts for
4 papers
Intent Graph: Navigating the Analytical Reasoning Space for Exploratory Data Analysis
Junran Yang, Shruti Badrish, Teanna Barrett +1
Exploratory data analysis (EDA) is rarely open-ended in practice: analysts work from high-level domain questions toward the concrete analyses that can answer them, prioritizing dir…
Moral Missions: Sustaining Responsible Practice by Surfacing Practitioner Moral Decision-Making Procedures
Teanna Barrett, B. Biira, Jainaba Jawara +8
A growing ecosystem of techniques, toolkits, and guidelines has been developed to help data scientists consider the social implications of data-driven technologies. However, prior…
African Data Ethics: A Discursive Framework for Black Decolonial Data Science
Teanna Barrett, Chinasa T. Okolo, B. Biira +3
The shift towards pluralism in global data ethics acknowledges the importance of including perspectives from the Global Majority to develop responsible data science practices that…
How Does User Behavior Evolve During Exploratory Visual Analysis?
Sanad Saha, Nischal Aryal, Leilani Battle +1
Exploratory visual analysis (EVA) is an essential stage of the data science pipeline, where users often lack clear analysis goals at the start and iteratively refine them as they l…