Faceted Time Series using Groupby#

A multi-dimensional plot showing how air temperature changes over time. This example uses the groupby option with an xarray Dataset to explore values interactively.

import hvplot.xarray  # noqa

ds = hvplot.sampledata.air_temperature('xarray').isel(time=slice(0, 3))

ds.hvplot.image(
    x='lon',
    y='lat',
    cmap='coolwarm',
    groupby='time',
    frame_width=400,
    dynamic=False,
    framewise=False,
    title='Air Temperature Over Time (Bokeh)',
)

import hvplot.xarray  # noqa
hvplot.extension('matplotlib')

ds = hvplot.sampledata.air_temperature('xarray').isel(time=slice(0, 3))

ds.hvplot.image(
    x='lon',
    y='lat',
    cmap='coolwarm',
    groupby='time',
    frame_width=400,
    dynamic=False,
    framewise=False,
    title='Air Temperature Over Time (Matplotlib)',
)