Shanzhao Qiao, Yijia Jin
The community contribution for our team is to create a cheatsheet for the topic of log transformation. Our work is to create a comprehensive guidance regarding log-transformation, with theoretical analysis, examples of manipulated dataset with plots and visualizations, real-world examples, and some thoughts about situations that can not be applied to.
The PDF version of the guidance and explanation could be found at: ‘resources/intro_to_log_transformation/intro_log_transf_final.pdf’
Or in the following github repo: https://github.com/jyjuni/intro_to_log_transf/blob/master/intro_log_transf_final.pdf