Given a dataset with x variables $($x$1$ to x$10)$ and a y variable, perform the following tasks and create a bar chart to illustrate the correlation of each x variable with the y variable.

Calculate Correlation Matrix: Obtain the correlation matrix of the dataset to understand the relationships between x variables and the y variable.

Absolute Values: Take the absolute values of the correlation coefficients to focus on the strength of the relationships rather than their direction.

Create Bar Chart: Generate a bar chart where each bar represents the absolute strength of the correlation of a specific x variable with the y variable. set the right and top spines invisible. Upon successful completion of all tasks, the generated figure will appear as follows.

image.png