Click below to view data platforms, visualizations, mapping applications, and research papers based on the Black Butterfly concept. Some are based on the concept, while others reference it.

• The Urban Institute's "The Black Butterfly" data visualization and web report
• Omar Abassi's "The White L. vs. The Black Butterfly" data visualization in Tableau
• Omar Agassi's Tableau post "Lessons from Visualizing Systemic Racism in Baltimore"
• Holden Wilen's Baltimore Business Journal report "Left Behind: Data Shows Black Owned Businesses in Baltimore Were Largely Shut Out of PPP Funding" (maps and data visualizations by Catie Peterson)
• National Community Reinvestment Coalition article "Baltimore: The Black Butterfly" by Marceline White
• Doug Colbert and Colin Starger's paper "A Butterfly in COVID: Structural Racism and Baltimore's Pretrial Legal System"
• Mudia Uzzi and colleagues' research paper in the journal Injury Prevention entitled "An intersectional analysis of historical and contemporary structural racism on non-fatal shootings in Baltimore, Maryland"
• Chris Sylvan's storymap "Adding Green Space in Baltimore's Minority Neighborhoods"
• Ryan Little and Nick Thieme's article in The Baltimore Banner "The Two Baltimores"
• Ryan Little and Nick Thieme's article in The Baltimore Banner "How the Black Butterfly Grew, Changed Over the Past 80 Years"
• Christal Oji's article "The Road to Hopkins Must Be Repaired" in The JHU News-Letter
• Research paper by DeClerq and colleagues entitled "A Novel Approach to Locating Community Clinics to Promote Health Care Accessibility and Reduce Health Disparities in Baltimore, Maryland"