Bar plots are useful in visualizing the relative differences in values of non-time-series data. Bar plots can be created by using the kind='bar' parameter of the .plot():
A multiple-series bar plot will be created to compare multiple values at each x-axis label:
The stacked=True parameter can be use to stack the bars instead of being side by side:
The orientation can be turned to horizontal using ...