Unemployent Rate (Y) | High School (X) | Bachelor's (X) |
3.1 | 36017.0 | 34912.0 |
3.0 | 36452.0 | 36026.0 |
3.7 | 36078.0 | 36516.0 |
4.6 | 35778.0 | 37392.0 |
4.9 | 35857.0 | 38564.0 |
4.4 | 35944.0 | 39287.0 |
4.0 | 36398.0 | 40219.0 |
3.6 | 36702.0 | 41644.0 |
3.6 | 36858.0 | 43181.0 |
4.6 | 36097.0 | 43953.0 |
7.9 | 34487.0 | 43537.0 |
8.2 | 34293.0 | 43841.0 |
7.6 | 33823.0 | 44830.0 |
6.8 | 33718.0 | 46293.0 |
6.1 | 33619.0 | 47534.0 |
5.0 | 33865.0 | 48850.0 |
4.3 | 33402.0 | 50793.0 |
4.0 | 33801.0 | 52372.0 |
3.6 | 34210.0 | 53970.0 |
3.2 | 34550.0 | 55992.0 |
3.0 | 34837.0 | 57651.0 |
Be sure that your two X series are independent by listing the correlation between those two series.
Correlation coefficient between Unemployment rate and High School degree=-0.5074
Correlation coefficient between Unemployment rate and Bachelor's=-0.03074
Correlation coefficient between High School degree and Bachelor's=-0.6687
We see that Correlation coefficient between Unemployment rate and High School degree is negative and its magnitude is moderate. Hence as High School degree increases Unemployment rate decreases. But strength of the correlation is not so good. However Correlation coefficient between Unemployment rate and Bachelor's is almost zero i.e. there is no relation between these two variables. Here we have also seen that the Correlation coefficient between High School degree and Bachelor's is negatively fair.
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