The sign of coefficients show wether the predictors and outcome change in the same direction, and their size shows how strongly they are correlated with the outcome. For example, the first coefficient regarding sale_yr (the year the house was sold) shows a strong direct relationship between the most recent houses sold and higher sales prices.