How can I visualize time series data using Pandas?

How can I visualize time series data using Pandas?

You can use the plot() function in Pandas to visualize time series data. First, ensure your data is in a datetime format.

Can you show me a simple example?

Sure! Here's a basic example:

import pandas as pd
import matplotlib.pyplot as plt

dates = pd.date_range('2023-01-01', periods=10)
data = pd.Series(range(10), index=dates)

data.plot()
plt.title('Simple Time Series Plot')
plt.show()

What if I want to add more features to the plot?

You can customize your plot by adding labels, changing colors, or even plotting multiple series. For example:

data.plot(color='red', label='Series 1')
plt.xlabel('Date')
plt.ylabel('Values')
plt.legend()
plt.show()