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For each scatter plot, what can you say about the correlation?
a → B
b → C
c → A
d → D
We can look at each scatter plot and try to determine how well the line of fit represents the data. We will try to determine if it is a strong or weak correlation and if it is a positive or negative correlation. Let's look at the four given graphs.
Since the slope of the line of fit is positive the data has a positive correlation. There are two graphs, B and D, with positive correlation coefficients. To decide which one is correct, we need to find out if this data has a weak or strong correlation. Let's view the other scatter plots for data that has positive correlation.
This data has a weaker correlation than the data in graph a. Therefore, we know that the stronger positive correlation of B is associated with graph a and the weaker positive correlation of D describes graph d.
Graph b has a strong negative correlation. Therefore, we match it with C.
Graph b has no correlation. Therefore, A describes the behavior of the data.
Let's summarize what we have found. &a → B &b → C &c → A &d → D