diff --git a/education/statistics/Correlation and Regression.md b/education/statistics/Correlation and Regression.md
index ac1aec5..d168be7 100644
--- a/education/statistics/Correlation and Regression.md	
+++ b/education/statistics/Correlation and Regression.md	
@@ -8,13 +8,13 @@ If a scatter diagram is football shaped, it can be summarized using the 5-number
 
 | Variable | Description |
 | -- | -- |
-| $ave_x$ | |
-| $SD_x$| |
-| $ave_y$ | 
-| $SD_y$ | |
-| $r$ | | 
-
+| $ave_x$ | The average of the set graphed along the X axis |
+| $SD_x$| The standard deviation of set graphed along the X axis |
+| $ave_y$ | The average of the set graphed along the Y axis | 
+| $SD_y$ | The standard deviation of the set graphed along the Y axis |
+| $r$ | The correlation coefficient, or how closely clustered the datapoints are in a line| 
 
+The intersection of the averages of x and y will be the center of an oval shaped scatter diagram. Draw lines 2SDs from the center along each axis to generalize the shape of a scatter plot
 
 ### Association
 - Positive association is demonstrated when the dots are trend upward as $x$ increases ($r$ is positive).