Iris Density Grid#

Download this notebook from GitHub (right-click to download).

Most examples work across multiple plotting backends, this example is also available for:

Matplotlib - iris_density_grid

import holoviews as hv
from holoviews import opts
hv.extension('bokeh')

Declaring data#

from bokeh.sampledata.iris import flowers
from holoviews.operation import gridmatrix

iris_ds = hv.Dataset(flowers)

Plot#

density_grid = gridmatrix(iris_ds, diagonal_type=hv.Distribution, chart_type=hv.Bivariate)
point_grid = gridmatrix(iris_ds, chart_type=hv.Points)

(density_grid * point_grid).opts(
    opts.Bivariate(bandwidth=0.5, cmap='Blues'), 
    opts.Points(size=2, tools=['box_select']))

This web page was generated from a Jupyter notebook and not all interactivity will work on this website. Right click to download and run locally for full Python-backed interactivity.

Download this notebook from GitHub (right-click to download).