Do No Harm Guide: Applying Equity Awareness in Data Visualization (2021)

This guide by the Urban Institute offers comprehensive strategies for incorporating diversity, equity, and inclusion (DEI) principles into data analysis and visualization. Focused on mitigating harm and promoting equity in data practices, it provides detailed guidelines for ensuring that data visualization is fair, inclusive, and sensitive to the needs and contexts of diverse populations. The guide emphasizes the importance of empathy, contextual understanding, and active engagement with affected communities to avoid perpetuating existing social inequities.

Main Takeaways:

  • Empathy and Inclusion in Visualization: Data professionals are urged to consider the impact of their work on diverse communities and to strive for visualizations that do not perpetuate stereotypes or biases.
  • Detailed Guidelines and Practices: The guide offers specific recommendations on how to responsibly handle data visualization, including the selection of words, colors, and graphical representations that reflect a commitment to racial equity.
  • Community Engagement: It advocates for the involvement of community members in the data collection and visualization process, ensuring that their perspectives and experiences are accurately represented and respected.
  • Ethical Considerations in Data Usage: The guide stresses the importance of ethical considerations in data handling, particularly around issues of privacy, data security, and the potential for harm.
  • Dynamic and Contextual Data Interpretation: Acknowledging the fluidity of racial and ethnic categories, the guide encourages data professionals to adapt their approaches based on the evolving understanding of these concepts.