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Create spatial vectors for clusters

Usage

get_cluster_vectors(cluster_info, bin_length, bin_type, bin_param, w_x, w_y)

Arguments

cluster_info

A dataframe/matrix containing the centroid coordinates, cluster label and sample for each cell.The column names must include "x" (x coordinate), "y" (y coordinate), "cluster" (cluster label) and "sample" (sample).

bin_length

A positive integer giving the length of total bins

bin_type

A string indicating which bin shape is to be used for vectorization. One of "square" (default), "rectangle", or "hexagon".

bin_param

A numeric vector indicating the size of the bin. If the bin_type is "square" or "rectangle", this will be a vector of length two giving the numbers of rectangular quadrats in the x and y directions. If the bin_type is "hexagonal", this will be a number giving the side length of hexagons. Positive numbers only.

w_x

A numeric vector of length two specifying the x coordinate limits of enclosing box.

w_y

A numeric vector of length two specifying the y coordinate limits of enclosing box.

Value

a matrix contains the cell count in each grid. Each row refers to a grid, and each column refers to a cluster.