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bubblegrid helps you see your data when a plain scatterplot would be overplotted. To do that, it aggregates points within a hexagonal grid, then shows the point count as the bubble size. It also shows the intensity (e.g. gene expression) via color. The intensity / gene expression is averaged within bins.

devtools::install_github("maehrlab/bubblegrid")
library("bubblegrid")
data(test_data)
bubblegrid(x = test_data[[1]], y = test_data[[2]], color = test_data[[3]])

Too much. Can't see.

Bubbles make it better.

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Bubble grid plots for single-cell omics data

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