import hvplot.pandas # noqa
Parallel coordinates are a common way of visualizing and analyzing high-dimensional datasets.
To show a set of points in an n-dimensional space, a backdrop is drawn consisting of n parallel lines, typically vertical and equally spaced. A point in n-dimensional space is represented as a polyline with vertices on the parallel axes; the position of the vertex on the i-th axis corresponds to the i-th coordinate of the point.
from bokeh.sampledata import iris
iris = iris.flowers
iris.head()
hvplot.plotting.parallel_coordinates(
iris,
class_column='species',
cols=['sepal_length', 'petal_length', 'petal_width']
)