Bar plots

Visualize metrics, customize axes, and compare categorical data as bars.

A bar plot presents categorical data with rectangular bars that you can plot vertically or horizontally. Use bar plots to visualize metrics, compare categorical data, and customize axes for your runs. Bar plots appear by default with wandb.Run.log() when all logged values are of length one.

Use chart settings to limit the maximum number of runs shown, group runs by any config, and rename labels.

Customize bar plots

You can also create Box or Violin plots to combine many summary statistics into one chart type.

To create a box or violin plot:

1. Group runs through the runs table.
2. In the workspace, click Add panel.
3. Add a standard Bar Chart and select the metric to plot.
4. Under the Grouping tab, pick Box or Violin to plot either of these styles.