Visualize multiple time series
If there are multiple time series in a single DataFrame, you can still use the .plot() method to plot a line chart of all the time series. Another interesting way to plot these is to use area charts. Area charts are commonly used when dealing with multiple time series, and can be used to display cumulated totals.
With the pandas library, you can simply leverage the .plot.area() method to produce area charts of the time series data in your DataFrame.
This exercise is part of the course
Visualizing Time Series Data in Python
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Plot time series dataset
ax = ____
# Additional customizations
ax.set_xlabel('Date')
ax.legend(fontsize=15)
# Show plot
plt.show()