Provided link for Csv file.
https://docs. google. com/spreadsheets/d/1UT0GIZTknzzqiBr VxaysHeaowe16jpmFJ7fhVeUK21k/edit#g id=0

Background
In this assignment use customer_data. csv, you will conduct data mining analysis on customer data which have basic data like age, gender, annual income in k$ and spending score. The goal of this assignment is to identify customer cluster 'segments' using K-Means Clustering in order to gain insight which customers segments should the company target for marketing.
Submit both .pdf and .ipynb files, name your files Assignment8_clustring_First_Last_Na me.

1. Import customers. csv into customers_df
In [ ]:

2. Select columns Income and Spending into X

3. Scale the data using StandardScaler and output the results to scaled_X