# Visualize the distribution of sentiment values
import matplotlib.pyplot as plt
import seaborn as sns

# Set the style of the visualization
sns.set(style='whitegrid')

# Create a histogram of the sentiment values
plt.figure(figsize=(10, 6))
sns.histplot(df['sentiment'], bins=30, kde=True, color='blue')
plt.title('Distribution of Sentiment Values')
plt.xlabel('Sentiment')
plt.ylabel('Frequency')
plt.show()