Panda Visualization

Histogram

import matplotlib.pyplot as plt
plt.hist(traffic['Slowness in traffic (%)'])
plt.show()

A quicker way to generate the same histogram is to use the Series.plot.hist() method👍

traffic['Slowness in traffic (%)'].plot.hist()
plt.show()

The Pandas library has other useful visualization methods as well:

• Series.plot.bar(): generates a vertical bar plot.

• Series.plot.barh(): generates a horizontal bar plot.

• Series.plot.line(): generates a line plot.

Scatter Plot

traffic.plot.scatter(x='Slowness in traffic (%)', y='Lack of electricity')