BenjaminDrover t1_isd0r6k wrote
I would recommend making both axes logarithmic to uncluster the data points.
ankuprk OP t1_isj3v7j wrote
I agree with x axis, but I don't think we should make death rate logarithmic, because that doesn't make sense physically. Like say things like infant mortality rate, births per woman, etc are always plotted on a linear scale.
c8n8r t1_isktvcf wrote
The interpretation is muddier, but I agree applying log’s appropriate: you probably have at least a nonlinear (eg multiplicative, power law, etc) style of relationship giving rise to these data and log would help for visualizations like these where linear relationships are most comprehensible
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