Arab vs Immigrants from Liberia Doctorate Degree

The statistical analysis conducted on geographies consisting of 479,921,881 people shows a poor positive correlation between the proportion of Arabs and percentage of population with at least doctorate degree education in the United States with a correlation coefficient (R) of 0.197 and weighted average of 2.1%. Similarly, the statistical analysis conducted on geographies consisting of 134,868,003 people shows a significant negative correlation between the proportion of Immigrants from Liberia and percentage of population with at least doctorate degree education in the United States with a correlation coefficient (R) of -0.648 and weighted average of 1.5%, a difference of 40.7%.

Doctorate Degree Correlation Summary

Measurement	Arab	Immigrants from Liberia
Minimum	0.33%	0.100%
Maximum	24.1%	2.2%
Range	23.8%	2.1%
Mean	2.5%	1.1%
Median	1.7%	1.0%
Interquartile 25% (IQ1)	1.1%	0.64%
Interquartile 75% (IQ3)	2.4%	1.5%
Interquartile Range (IQR)	1.3%	0.85%
Standard Deviation (Sample)	4.0%	0.51%
Standard Deviation (Population)	4.0%	0.50%

Similar Demographics by Doctorate Degree

Demographics Similar to Arabs by Doctorate Degree

In terms of doctorate degree, the demographic groups most similar to Arabs are Sudanese (2.1%, a difference of 0.10%), Austrian (2.1%, a difference of 0.35%), Romanian (2.1%, a difference of 0.47%), Immigrants from Chile (2.1%, a difference of 0.48%), and European (2.1%, a difference of 0.49%).

Demographics	Rating \| Rank	Doctorate Degree
Armenians	98.3 /100 \| #98	Exceptional 2.1%
Immigrants \| Egypt	98.2 /100 \| #99	Exceptional 2.1%
Immigrants \| Eastern Europe	98.2 /100 \| #100	Exceptional 2.1%
Immigrants \| Eastern Africa	98.2 /100 \| #101	Exceptional 2.1%
Immigrants \| Chile	98.1 /100 \| #102	Exceptional 2.1%
Romanians	98.1 /100 \| #103	Exceptional 2.1%
Austrians	98.0 /100 \| #104	Exceptional 2.1%
Arabs	97.8 /100 \| #105	Exceptional 2.1%
Sudanese	97.7 /100 \| #106	Exceptional 2.1%
Europeans	97.5 /100 \| #107	Exceptional 2.1%
Immigrants \| Germany	97.3 /100 \| #108	Exceptional 2.1%
Ukrainians	97.2 /100 \| #109	Exceptional 2.1%
Brazilians	97.2 /100 \| #110	Exceptional 2.1%
Immigrants \| Pakistan	97.1 /100 \| #111	Exceptional 2.1%
Syrians	97.1 /100 \| #112	Exceptional 2.1%

Demographics Similar to Immigrants from Liberia by Doctorate Degree

In terms of doctorate degree, the demographic groups most similar to Immigrants from Liberia are Kiowa (1.5%, a difference of 0.65%), U.S. Virgin Islander (1.5%, a difference of 0.65%), Crow (1.5%, a difference of 0.74%), Salvadoran (1.5%, a difference of 0.77%), and Nicaraguan (1.5%, a difference of 0.78%).

Demographics	Rating \| Rank	Doctorate Degree
Liberians	0.9 /100 \| #259	Tragic 1.5%
Japanese	0.9 /100 \| #260	Tragic 1.5%
Immigrants \| Portugal	0.8 /100 \| #261	Tragic 1.5%
Chickasaw	0.7 /100 \| #262	Tragic 1.5%
Immigrants \| Bahamas	0.7 /100 \| #263	Tragic 1.5%
Blackfeet	0.7 /100 \| #264	Tragic 1.5%
Nicaraguans	0.6 /100 \| #265	Tragic 1.5%
Immigrants \| Liberia	0.5 /100 \| #266	Tragic 1.5%
Kiowa	0.5 /100 \| #267	Tragic 1.5%
U.S. Virgin Islanders	0.5 /100 \| #268	Tragic 1.5%
Crow	0.5 /100 \| #269	Tragic 1.5%
Salvadorans	0.5 /100 \| #270	Tragic 1.5%
Immigrants \| Trinidad and Tobago	0.5 /100 \| #271	Tragic 1.5%
Immigrants \| Barbados	0.4 /100 \| #272	Tragic 1.5%
Sioux	0.4 /100 \| #273	Tragic 1.5%