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Articles

Data Science Ethos Lifecycle: Interplay of Ethical Thinking and Data Science Practice

, &
Pages 228-240 | Published online: 18 Jul 2022

Figures & data

Fig. 1 Six stages of the data science workflow, illustrated for the Ethos Lifecycle online tool. Image by Eva Newsom.

Fig. 1 Six stages of the data science workflow, illustrated for the Ethos Lifecycle online tool. Image by Eva Newsom.

Fig. 2 An illustration from the online Ethos Lifecycle tool (in development) of the concept of positionality inside of a metaphorical camera lens. Image: Anika Cruz and Eva Newsom.

Fig. 2 An illustration from the online Ethos Lifecycle tool (in development) of the concept of positionality inside of a metaphorical camera lens. Image: Anika Cruz and Eva Newsom.

Fig. 3 Power lens. Image: Anika Cruz and Eva Newsom.

Fig. 3 Power lens. Image: Anika Cruz and Eva Newsom.

Fig. 4 Sociotechnical systems lens. Image: Anika Cruz and Eva Newsom.

Fig. 4 Sociotechnical systems lens. Image: Anika Cruz and Eva Newsom.

Fig. 5 Narratives lens. Image: Anika Cruz and Eva Newsom.

Fig. 5 Narratives lens. Image: Anika Cruz and Eva Newsom.

Fig. 6 Relationships among the lenses.

Fig. 6 Relationships among the lenses.