Immigrants from Western Africa vs Canadian Professional Degree

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%. Similarly, the statistical analysis conducted on geographies consisting of 436,022,571 people shows a moderate positive correlation between the proportion of Canadians and percentage of population with at least professional degree education in the United States with a correlation coefficient (R) of 0.401 and weighted average of 4.7%, a difference of 16.8%.

Professional Degree Correlation Summary

Measurement	Immigrants from Western Africa	Canadian
Minimum	0.64%	0.35%
Maximum	6.7%	16.8%
Range	6.1%	16.4%
Mean	3.1%	5.3%
Median	3.1%	4.3%
Interquartile 25% (IQ1)	2.2%	3.3%
Interquartile 75% (IQ3)	4.1%	6.0%
Interquartile Range (IQR)	2.0%	2.7%
Standard Deviation (Sample)	1.4%	3.5%
Standard Deviation (Population)	1.3%	3.4%

Similar Demographics by Professional Degree

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%

Demographics Similar to Canadians by Professional Degree

In terms of professional degree, the demographic groups most similar to Canadians are South American (4.7%, a difference of 0.34%), Basque (4.6%, a difference of 0.62%), Sudanese (4.6%, a difference of 0.75%), Hungarian (4.6%, a difference of 0.86%), and Immigrants from South America (4.6%, a difference of 0.93%).

Demographics	Rating \| Rank	Professional Degree
Italians	90.2 /100 \| #133	Exceptional 4.8%
South American Indians	89.9 /100 \| #134	Excellent 4.8%
Macedonians	89.8 /100 \| #135	Excellent 4.8%
Immigrants \| Jordan	89.0 /100 \| #136	Excellent 4.7%
Jordanians	88.9 /100 \| #137	Excellent 4.7%
Afghans	88.8 /100 \| #138	Excellent 4.7%
South Americans	85.6 /100 \| #139	Excellent 4.7%
Canadians	84.4 /100 \| #140	Excellent 4.7%
Basques	81.8 /100 \| #141	Excellent 4.6%
Sudanese	81.3 /100 \| #142	Excellent 4.6%
Hungarians	80.8 /100 \| #143	Excellent 4.6%
Immigrants \| South America	80.5 /100 \| #144	Excellent 4.6%
Uruguayans	80.2 /100 \| #145	Excellent 4.6%
Luxembourgers	78.7 /100 \| #146	Good 4.6%
Colombians	77.7 /100 \| #147	Good 4.6%