[USER (data scientist)]: Sure, show me the final code snippet with the clustering algorithm, parameters, and resulting customer segments: Please generate the code with the output in tuple type.
My template of code snippet is:

---BEGIN CODE TEMPLATE---

import pandas as pd  
import pickle
from decision_company import read_csv_file, fetch_column

# Load the dataset  
credit_customers = read_csv_file("credit_customers.csv")  
  
# YOUR SOLUTION BEGIN:
<code1>
[GENERATE YOUR CODE]  
</code1>
# YOUR SOLUTION END

print("result:\n", result)    

# save data
pickle.dump(result,open("./pred_result/result.pkl","wb"))

---END CODE TEMPLATE---

[YOU (AI assistant)]: Here's the code:

# MY SOLUTION BEGIN:
