A few rows from a dataset are shown below. Assume that the h…

A few rows from a dataset are shown below. Assume that the house_price represents the price in dollars. (Ignore the fact that these prices are unrealistic in today’s market) | square_feet| house_price|property_type |location_grade | |———–:|———–:|:————-|:————–| | 2282| 2604|Townhome |A | | 1624| 1103|Townhome |C | | 2189| 2670|Condo |C | | 1737| 1747|House |C | | 1905| 2428|House |A | | 1549| 1456|Townhome |A | | Taking the complete dataset (the above figure only shows the initial few rows) I generated a point plot of the house prices and annotated it with a model that has no explanatory variables. I got the following result. Explain the meaning of the band which represents the 95% confidence interval.