What is the shape of the matrix used in the manual prediction calculation for the first test sample?

What is the shape of the matrix used in the manual prediction calculation for the first test sample?: a task in data-agent-harbor-train (Harbor dataset). Files (in /home/user/input, no subfolders): - housing.csv