Distinctive Analytics

import numpy as np

# Set random seed for reproducibility
np.random.
      

# Generate data for the old layout
old_visits = 
      
(500, 1000, size=7)
old_conversions = np.random.randint(50, 100, size=7)

# Generate data for the new layout
new_visits = np.random.randint
      
            
new_conversions = np.random.randint(60, 110, size=7)                                

# Calculate conversion rates
old_conversion_rates = 
      
 / 
      
    
new_conversion_rates = 
      
 / 
      
print("Old Conversion Rates",old_conversion_rates)
print("NEW Conversion Rates",new_conversion_rates)