Immigrants from Scotland vs Pennsylvania German Householder Income Ages 25 - 44 years

The statistical analysis conducted on geographies consisting of 196,028,874 people shows a poor negative correlation between the proportion of Immigrants from Scotland and household income with householder between the ages 25 and 44 in the United States with a correlation coefficient (R) of -0.156 and weighted average of $105,089. Similarly, the statistical analysis conducted on geographies consisting of 233,340,356 people shows a weak negative correlation between the proportion of Pennsylvania Germans and household income with householder between the ages 25 and 44 in the United States with a correlation coefficient (R) of -0.226 and weighted average of $85,836, a difference of 22.4%.

Householder Income Ages 25 - 44 years Correlation Summary

Measurement	Immigrants from Scotland	Pennsylvania German
Minimum	$40,208	$42,875
Maximum	$185,630	$121,909
Range	$145,422	$79,034
Mean	$112,259	$81,694
Median	$108,926	$82,382
Interquartile 25% (IQ1)	$94,857	$72,120
Interquartile 75% (IQ3)	$125,232	$87,825
Interquartile Range (IQR)	$30,375	$15,704
Standard Deviation (Sample)	$31,667	$15,048
Standard Deviation (Population)	$31,361	$14,918

Similar Demographics by Householder Income Ages 25 - 44 years

Demographics Similar to Immigrants from Scotland by Householder Income Ages 25 - 44 years

In terms of householder income ages 25 - 44 years, the demographic groups most similar to Immigrants from Scotland are New Zealander ($105,085, a difference of 0.0%), Immigrants from Netherlands ($105,082, a difference of 0.010%), Laotian ($104,993, a difference of 0.090%), Immigrants from Italy ($105,201, a difference of 0.11%), and Lithuanian ($105,223, a difference of 0.13%).

Demographics	Rating \| Rank	Householder Income Ages 25 - 44 years
Immigrants \| Pakistan	99.8 /100 \| #56	Exceptional $106,129
Immigrants \| Austria	99.8 /100 \| #57	Exceptional $106,103
Immigrants \| South Africa	99.8 /100 \| #58	Exceptional $105,748
Immigrants \| Latvia	99.8 /100 \| #59	Exceptional $105,522
Egyptians	99.7 /100 \| #60	Exceptional $105,282
Lithuanians	99.7 /100 \| #61	Exceptional $105,223
Immigrants \| Italy	99.7 /100 \| #62	Exceptional $105,201
Immigrants \| Scotland	99.7 /100 \| #63	Exceptional $105,089
New Zealanders	99.7 /100 \| #64	Exceptional $105,085
Immigrants \| Netherlands	99.7 /100 \| #65	Exceptional $105,082
Laotians	99.7 /100 \| #66	Exceptional $104,993
Immigrants \| Romania	99.6 /100 \| #67	Exceptional $104,713
Immigrants \| Eastern Europe	99.6 /100 \| #68	Exceptional $104,662
Mongolians	99.6 /100 \| #69	Exceptional $104,578
Immigrants \| Croatia	99.6 /100 \| #70	Exceptional $104,503

Demographics Similar to Pennsylvania Germans by Householder Income Ages 25 - 44 years

In terms of householder income ages 25 - 44 years, the demographic groups most similar to Pennsylvania Germans are French American Indian ($85,899, a difference of 0.070%), Cape Verdean ($85,758, a difference of 0.090%), Immigrants from Western Africa ($85,676, a difference of 0.19%), Immigrants from Sudan ($86,109, a difference of 0.32%), and British West Indian ($85,565, a difference of 0.32%).

Demographics	Rating \| Rank	Householder Income Ages 25 - 44 years
Immigrants \| West Indies	1.5 /100 \| #243	Tragic $87,063
Immigrants \| Venezuela	1.5 /100 \| #244	Tragic $87,038
Immigrants \| El Salvador	1.4 /100 \| #245	Tragic $86,913
Immigrants \| Burma/Myanmar	1.3 /100 \| #246	Tragic $86,736
Immigrants \| Nigeria	1.2 /100 \| #247	Tragic $86,589
Immigrants \| Sudan	0.9 /100 \| #248	Tragic $86,109
French American Indians	0.8 /100 \| #249	Tragic $85,899
Pennsylvania Germans	0.8 /100 \| #250	Tragic $85,836
Cape Verdeans	0.8 /100 \| #251	Tragic $85,758
Immigrants \| Western Africa	0.7 /100 \| #252	Tragic $85,676
British West Indians	0.7 /100 \| #253	Tragic $85,565
Immigrants \| Laos	0.7 /100 \| #254	Tragic $85,553
German Russians	0.6 /100 \| #255	Tragic $85,220
Central Americans	0.5 /100 \| #256	Tragic $85,144
Mexican American Indians	0.5 /100 \| #257	Tragic $85,066

Demographics	Rating \| Rank	Householder Income Ages 25 - 44 years
Immigrants \| Pakistan	99.8 /100 \| #56	Exceptional $106,129
Immigrants \| Austria	99.8 /100 \| #57	Exceptional $106,103
Immigrants \| South Africa	99.8 /100 \| #58	Exceptional $105,748
Immigrants \| Latvia	99.8 /100 \| #59	Exceptional $105,522
Egyptians	99.7 /100 \| #60	Exceptional $105,282
Lithuanians	99.7 /100 \| #61	Exceptional $105,223
Immigrants \| Italy	99.7 /100 \| #62	Exceptional $105,201
Immigrants \| Scotland	99.7 /100 \| #63	Exceptional $105,089
New Zealanders	99.7 /100 \| #64	Exceptional $105,085
Immigrants \| Netherlands	99.7 /100 \| #65	Exceptional $105,082
Laotians	99.7 /100 \| #66	Exceptional $104,993
Immigrants \| Romania	99.6 /100 \| #67	Exceptional $104,713
Immigrants \| Eastern Europe	99.6 /100 \| #68	Exceptional $104,662
Mongolians	99.6 /100 \| #69	Exceptional $104,578
Immigrants \| Croatia	99.6 /100 \| #70	Exceptional $104,503