And the most valuable things here, if we really wanna help visualize or understand the line, is what we get in this column. The constant coefficient tells us essentially what is the y-intercept here, so 2.544. And then the coefficient on the caffeine, this is one way of thinking about, well, for every incremental increase in caffeine, how much does the time studying increase? Or you might recognize this as the slope of the least squares regression line. So this is the slope, and this would be equal to 0.164. Now this information right over here, it tells us how well our least squares regression line fits the data. R squared you might already be familiar with.