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Friday, May 31
Data Visualization
Data Visualizations at the Institute for Health Metrics and Evaluation
Fri, May 31, 3:40 PM - 5:15 PM
Regency Ballroom EF

Behind the Scenes: Building Tools to Visualize Intermediate Results in Complex Data Science Pipelines (306197)

*Marlena Bannick, University of Washington 

Keywords: data visualization, interactive, dashboard, statistical modeling, model diagnostics

IHME produces data visualizations for an external global health audience that are populated by the results of complex data processing and statistical modeling pipelines. Researchers and statistical modelers need to have access to intermediate results and diagnostics throughout these pipelines to ensure their accuracy. This presentation focuses on the case study of building an interactive visualization to view intermediate results and diagnostics for the cause of death prediction pipeline at IHME.