Seaborn Example

Bar Chart

import seaborn as sns
import matplotlib.pyplot as plt
import pandas as pd

# Sample data
data = {
    'Category': ['A', 'B', 'C', 'D'],
    'Values': [23, 45, 56, 78]
}
df = pd.DataFrame(data)

# Create a barplot
sns.set(style="whitegrid")  # Optional: Set a clean grid style
plt.figure(figsize=(8, 6))  # Set the figure size
sns.barplot(data=df, x='Category', y='Values', palette='viridis')

# Customize the plot
plt.title("Bar Plot Example", fontsize=16)
plt.xlabel("Category", fontsize=12)
plt.ylabel("Values", fontsize=12)

# Show the plot
plt.show()

FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(data=df, x='Category', y='Values', palette='viridis')