Long Cluster Data

Two long, linear clusters in 2D from "How to Use t-SNE Effectively".

Usage

long_cluster_data(n)

Arguments

n

Number of points to sample per cluster.

Value

Data frame with coordinates in the x, y columns, and color in the color column.

Details

Creates a 2D dataset where points are sampled from two long, linear, closely-separated clusters. Points are colored depending from which cluster they are sampled from.

References

http://distill.pub/2016/misread-tsne/

See also

Other distill functions: circle_data(), cube_data(), gaussian_data(), grid_data(), link_data(), long_gaussian_data(), ortho_curve(), random_circle_cluster_data(), random_circle_data(), random_jump(), random_walk(), simplex_data(), subset_clusters_data(), three_clusters_data(), trefoil_data(), two_clusters_data(), two_different_clusters_data(), unlink_data()

Examples

df <- long_cluster_data(n = 50)