pandas read_cvs().values in Python

I want to share outputs with/without pandas.read_cvs().values when do data preprocessing in Python:

Data.csv

In the following two screenshots, you can see different outputs of independent variables matrix X and dependent variable vector y when use with/without .values function:

Without .values

With .values