Visual representation of the NN rank comparison. Given a NN graph of the center cell c, in blue, before and after batch correction. Before batch correction, the orange cell has a rank of 1; that is, it is the closest neighbor to cell c. After batch correction, it has a rank of 7. We define rank displacement as the difference between these values in NN rank.