Hands-On Exploratory Data Analysis with Python

Visualizing time series

Let's visualize the time series dataset. We will continue using the same df_power dataframe:

1. The first step is to import the seaborn and matplotlib libraries:

import matplotlib.pyplot as pltimport seaborn as snssns.set(rc={'figure.figsize':(11, 4)})plt.rcParams['figure.figsize'] = (8,5)plt.rcParams['figure.dpi'] = 150

2. Next, let's generate a line plot of the full time series of Germany's daily electricity consumption:

df_power['Consumption'].plot(linewidth=0.5)

The output of the preceding code is given here:

As depicted in the preceding screenshot, the y-axis shows the electricity consumption and the x-axis shows ...