Arab vs Immigrants from Western Africa Professional Degree

The statistical analysis conducted on geographies consisting of 485,125,544 people shows a slight positive correlation between the proportion of Arabs and percentage of population with at least professional degree education in the United States with a correlation coefficient (R) of 0.063 and weighted average of 5.0%. Similarly, the statistical analysis conducted on geographies consisting of 357,190,619 people shows a substantial negative correlation between the proportion of Immigrants from Western Africa and percentage of population with at least professional degree education in the United States with a correlation coefficient (R) of -0.556 and weighted average of 4.0%, a difference of 26.0%.

Professional Degree Correlation Summary

Measurement	Arab	Immigrants from Western Africa
Minimum	0.70%	0.64%
Maximum	24.1%	6.7%
Range	23.4%	6.1%
Mean	4.7%	3.1%
Median	3.9%	3.1%
Interquartile 25% (IQ1)	2.6%	2.2%
Interquartile 75% (IQ3)	5.6%	4.1%
Interquartile Range (IQR)	3.0%	2.0%
Standard Deviation (Sample)	3.8%	1.4%
Standard Deviation (Population)	3.7%	1.3%

Similar Demographics by Professional Degree

Demographics Similar to Arabs by Professional Degree

In terms of professional degree, the demographic groups most similar to Arabs are Immigrants from Uganda (5.0%, a difference of 0.020%), Immigrants from Ukraine (5.0%, a difference of 0.050%), Maltese (5.0%, a difference of 0.17%), Immigrants from Southern Europe (5.0%, a difference of 0.21%), and British (5.0%, a difference of 0.23%).

Demographics	Rating \| Rank	Professional Degree
Syrians	99.1 /100 \| #97	Exceptional 5.2%
Austrians	99.1 /100 \| #98	Exceptional 5.2%
Immigrants \| Italy	99.1 /100 \| #99	Exceptional 5.2%
Ugandans	98.8 /100 \| #100	Exceptional 5.1%
Immigrants \| Egypt	98.5 /100 \| #101	Exceptional 5.1%
Ukrainians	98.5 /100 \| #102	Exceptional 5.1%
Immigrants \| Northern Africa	98.4 /100 \| #103	Exceptional 5.1%
Arabs	98.2 /100 \| #104	Exceptional 5.0%
Immigrants \| Uganda	98.2 /100 \| #105	Exceptional 5.0%
Immigrants \| Ukraine	98.2 /100 \| #106	Exceptional 5.0%
Maltese	98.1 /100 \| #107	Exceptional 5.0%
Immigrants \| Southern Europe	98.1 /100 \| #108	Exceptional 5.0%
British	98.0 /100 \| #109	Exceptional 5.0%
Lebanese	98.0 /100 \| #110	Exceptional 5.0%
Brazilians	97.4 /100 \| #111	Exceptional 5.0%

Demographics Similar to Immigrants from Western Africa by Professional Degree

In terms of professional degree, the demographic groups most similar to Immigrants from Western Africa are Immigrants from Bosnia and Herzegovina (4.0%, a difference of 0.080%), Trinidadian and Tobagonian (4.0%, a difference of 0.22%), French Canadian (4.0%, a difference of 0.25%), Tlingit-Haida (4.0%, a difference of 0.35%), and Ute (4.0%, a difference of 0.38%).

Demographics	Rating \| Rank	Professional Degree
Portuguese	10.5 /100 \| #215	Poor 4.1%
West Indians	9.8 /100 \| #216	Tragic 4.1%
Immigrants \| Vietnam	9.4 /100 \| #217	Tragic 4.0%
Dutch	9.0 /100 \| #218	Tragic 4.0%
Immigrants \| South Eastern Asia	8.9 /100 \| #219	Tragic 4.0%
Ute	8.2 /100 \| #220	Tragic 4.0%
French Canadians	8.0 /100 \| #221	Tragic 4.0%
Immigrants \| Western Africa	7.5 /100 \| #222	Tragic 4.0%
Immigrants \| Bosnia and Herzegovina	7.4 /100 \| #223	Tragic 4.0%
Trinidadians and Tobagonians	7.1 /100 \| #224	Tragic 4.0%
Tlingit-Haida	6.9 /100 \| #225	Tragic 4.0%
German Russians	6.1 /100 \| #226	Tragic 4.0%
Cubans	5.9 /100 \| #227	Tragic 4.0%
Immigrants \| West Indies	5.6 /100 \| #228	Tragic 4.0%
Immigrants \| Burma/Myanmar	5.4 /100 \| #229	Tragic 3.9%