QUESTION IMAGE
Question
- the scatter plot shows the size and annual rents of some office spaces in the downtown area of a city.
what would the line of best fit reveal about these data?
a. there is a strong negative relationship between the cost of rent and the size of the office space.
b. there is a weak positive relationship between the cost of rent and the size of the office space.
c. there is a strong positive relationship between the cost of rent and the size of the office space.
d. there is a weak negative relationship between the cost of rent and the size of the office space.
- for which scatter plot would the line of best fit be represented by the equation $y = \frac{1}{2}x + 2$?
Question 43
To determine the relationship, we analyze the scatter plot. As office space size (x - axis) increases, annual rent (y - axis) also increases. The points seem to cluster closely around a line with a positive slope, indicating a strong positive relationship. Option a and d are negative, so incorrect. Option b says weak, but the clustering suggests strong. So option c is correct.
The equation is \(y=\frac{1}{2}x + 2\). The slope is positive (\(\frac{1}{2}\)) and y - intercept is 2. We check the scatter plots:
- For a positive slope, as x increases, y increases.
- The y - intercept is 2, so when \(x = 0\), \(y=2\). Also, the slope means for every increase of 2 in x, y increases by 1.
Looking at the plots, the first plot (let's assume it's option a) should have points that follow this trend: starting around y = 2 when x = 0 and increasing with a slope of 1/2. The other plots either have negative trends or don't match the intercept/slope. So the scatter plot with points showing a positive trend, starting near y = 2 and increasing with slope 1/2 is the one. (Assuming the first plot (a) matches this, as the other plots have negative or different slopes/intercepts)
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c. There is a strong positive relationship between the cost of rent and the size of the office space.