Random Color Palette Generator for Seaborn Plots

This function generates a random color palette that can be used for coloring Seaborn plots.

Technology Stack : Seaborn, NumPy, Pandas, Matplotlib

Code Type : Function

Code Difficulty : Intermediate

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

def random_color_palette():
    """
    This function generates a random color palette for seaborn plots.
    """
    # Create a DataFrame with random RGB values
    random_colors = pd.DataFrame({
        'R': np.random.randint(0, 256, size=8),
        'G': np.random.randint(0, 256, size=8),
        'B': np.random.randint(0, 256, size=8)
    })
    
    # Convert RGB values to hexadecimal
    random_colors['Color'] = random_colors.apply(lambda x: '#' + ''.join([f'{x[i]:02x}' for i in [0, 2, 4]]), axis=1)
    
    return random_colors['Color'].tolist()

# Example usage
color_palette = random_color_palette()
sns.set_palette(color_palette)
plt.figure(figsize=(10, 6))
sns.scatterplot(x=np.random.rand(50), y=np.random.rand(50))
plt.show()