Given a dataset with x variables (x1 to x10) 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.

1. Calculate Correlation Matrix:Obtain the correlation matrix of the dataset to understand the relationships between x variables and the y variable.
2. Absolute Values:Take the absolute values of the correlation coefficients to focus on the strength of the relationships rather than their direction.
3. 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 theright and topspines invisible

To hide spines use the following code

ax.spines['right'].set_visible(False) ax.spines['top'].set_visible(False)