Can you please help me figure out the mistake in this answer in brief. Thank you

Required Information SB Johnson Company has provided Johnson Company has provided the following data for the first five months of the year: B 03-55 Using the least squares regression method, t... sing the least squares regression method, the estimated monthly fixed component of lubrication cost is closest to which of the following? Multiple Choice $561 $585 $565 $570