Key Points

Data Visualization NowReferences


  1. The central place of data visualizations in the process of scientific discovery and in communicating those discoveries. The history of the DuBois Lab exemplifies this.

  2. It matters which type of chart or graph is used to depict a relationship, a cause, or a process. Some work better than others.

  3. Science requires creativity for discovery. Data visualizations help communicate relevant scientific findings to audiences effectively.

Reading STEM Charts


  • Even simple chart types can convey interesting meaning. Color man be used to emphasize points
  • Use specific charts based on their data type.
  • Du Bois’ data charts show best practices for STEM chart accessibility and effectiveness.
  • Interpret charts by identifying the variables and statistics.

R interactives Test


Python interactives


Stata activities


Learning Evaluation


ReadingsCreative and Visual Thinking in the Case of Du Bois


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