Immigrants from Pakistan vs Scottish In Labor Force | Age 45-54

The statistical analysis conducted on geographies consisting of 283,776,614 people shows a mild positive correlation between the proportion of Immigrants from Pakistan and labor force participation rate among population between the ages 45 and 54 in the United States with a correlation coefficient (R) of 0.311 and weighted average of 83.8%. Similarly, the statistical analysis conducted on geographies consisting of 566,392,966 people shows a moderate positive correlation between the proportion of Scottish and labor force participation rate among population between the ages 45 and 54 in the United States with a correlation coefficient (R) of 0.426 and weighted average of 82.2%, a difference of 2.0%.

In Labor Force | Age 45-54 Correlation Summary

Measurement	Immigrants from Pakistan	Scottish
Minimum	59.1%	42.8%
Maximum	100.0%	100.0%
Range	40.9%	57.2%
Mean	84.9%	85.4%
Median	84.7%	82.8%
Interquartile 25% (IQ1)	83.2%	79.1%
Interquartile 75% (IQ3)	87.5%	100.0%
Interquartile Range (IQR)	4.3%	20.9%
Standard Deviation (Sample)	6.3%	12.7%
Standard Deviation (Population)	6.3%	12.7%

Similar Demographics by In Labor Force | Age 45-54

Demographics Similar to Immigrants from Pakistan by In Labor Force | Age 45-54

In terms of in labor force | age 45-54, the demographic groups most similar to Immigrants from Pakistan are Immigrants from Lithuania (83.9%, a difference of 0.020%), Immigrants from Brazil (83.9%, a difference of 0.030%), Immigrants from Bulgaria (83.8%, a difference of 0.030%), Immigrants from Serbia (83.9%, a difference of 0.040%), and Immigrants from North Macedonia (83.9%, a difference of 0.050%).

Demographics	Rating \| Rank	In Labor Force \| Age 45-54
Immigrants \| Ireland	99.8 /100 \| #22	Exceptional 83.9%
Tlingit-Haida	99.8 /100 \| #23	Exceptional 83.9%
Slovenes	99.8 /100 \| #24	Exceptional 83.9%
Immigrants \| North Macedonia	99.8 /100 \| #25	Exceptional 83.9%
Immigrants \| Serbia	99.8 /100 \| #26	Exceptional 83.9%
Immigrants \| Brazil	99.8 /100 \| #27	Exceptional 83.9%
Immigrants \| Lithuania	99.8 /100 \| #28	Exceptional 83.9%
Immigrants \| Pakistan	99.7 /100 \| #29	Exceptional 83.8%
Immigrants \| Bulgaria	99.7 /100 \| #30	Exceptional 83.8%
Immigrants \| Eritrea	99.7 /100 \| #31	Exceptional 83.8%
Turks	99.7 /100 \| #32	Exceptional 83.8%
Latvians	99.7 /100 \| #33	Exceptional 83.8%
Kenyans	99.5 /100 \| #34	Exceptional 83.7%
Brazilians	99.5 /100 \| #35	Exceptional 83.7%
Ugandans	99.5 /100 \| #36	Exceptional 83.7%

Demographics Similar to Scottish by In Labor Force | Age 45-54

In terms of in labor force | age 45-54, the demographic groups most similar to Scottish are Immigrants from Panama (82.2%, a difference of 0.010%), Iraqi (82.2%, a difference of 0.010%), Immigrants from Uzbekistan (82.3%, a difference of 0.020%), Portuguese (82.2%, a difference of 0.030%), and Ecuadorian (82.3%, a difference of 0.040%).

Demographics	Rating \| Rank	In Labor Force \| Age 45-54
Immigrants \| Lebanon	7.4 /100 \| #209	Tragic 82.3%
Immigrants \| Bahamas	7.1 /100 \| #210	Tragic 82.3%
Immigrants \| Syria	6.6 /100 \| #211	Tragic 82.3%
Ecuadorians	6.3 /100 \| #212	Tragic 82.3%
Immigrants \| Uzbekistan	5.8 /100 \| #213	Tragic 82.3%
Immigrants \| Panama	5.6 /100 \| #214	Tragic 82.2%
Iraqis	5.6 /100 \| #215	Tragic 82.2%
Scottish	5.3 /100 \| #216	Tragic 82.2%
Portuguese	4.7 /100 \| #217	Tragic 82.2%
English	4.4 /100 \| #218	Tragic 82.2%
French	4.1 /100 \| #219	Tragic 82.2%
Bahamians	3.6 /100 \| #220	Tragic 82.2%
Panamanians	3.5 /100 \| #221	Tragic 82.2%
Immigrants \| Ecuador	3.4 /100 \| #222	Tragic 82.2%
Immigrants \| Immigrants	3.1 /100 \| #223	Tragic 82.1%