Macedonian vs Somali Community Comparison

The statistical analysis conducted on geographies consisting of 59,388,233 people shows a strong positive correlation between the proportion of Somalis within Macedonian communities in the United States with a correlation coefficient (R) of 0.702. On average, for every 1% (one percent) increase in Macedonians within a typical geography, there is an increase of 2.118% in Somalis. To illustrate, in a geography comprising of 100,000 individuals, a rise of 1,000 Macedonians corresponds to an increase of 2,117.6 Somalis.

When considering income, the most significant differences between Macedonian and Somali communities in the United States are seen in wage/income gap (28.6% compared to 21.2%, a difference of 34.5%), householder income ages 25 - 44 years ($101,882 compared to $83,752, a difference of 21.6%), and median male earnings ($59,522 compared to $49,025, a difference of 21.4%). Conversely, both communities are more comparable in terms of median female earnings ($41,286 compared to $38,333, a difference of 7.7%), householder income under 25 years ($54,563 compared to $48,657, a difference of 12.1%), and householder income over 65 years ($61,564 compared to $54,004, a difference of 14.0%).

When considering poverty, the most significant differences between Macedonian and Somali communities in the United States are seen in male poverty (9.7% compared to 14.3%, a difference of 46.5%), child poverty under the age of 16 (14.4% compared to 21.0%, a difference of 46.1%), and family poverty (7.8% compared to 11.2%, a difference of 44.4%). Conversely, both communities are more comparable in terms of single male poverty (12.9% compared to 13.2%, a difference of 2.0%), seniors poverty over the age of 75 (11.4% compared to 13.2%, a difference of 15.6%), and single mother poverty (27.4% compared to 32.6%, a difference of 18.8%).

When considering unemployment, the most significant differences between Macedonian and Somali communities in the United States are seen in unemployment among women with children ages 6 to 17 years (9.3% compared to 8.0%, a difference of 16.1%), unemployment among ages 65 to 74 years (5.0% compared to 5.7%, a difference of 14.5%), and unemployment among ages 25 to 29 years (6.5% compared to 5.6%, a difference of 14.4%). Conversely, both communities are more comparable in terms of female unemployment (5.1% compared to 5.0%, a difference of 0.57%), unemployment among ages 60 to 64 years (4.7% compared to 4.7%, a difference of 0.72%), and unemployment among women with children under 6 years (7.2% compared to 6.9%, a difference of 3.8%).

When considering labor participation, the most significant differences between Macedonian and Somali communities in the United States are seen in in labor force | age 16-19 (37.8% compared to 45.1%, a difference of 19.4%), in labor force | age > 16 (65.1% compared to 69.2%, a difference of 6.2%), and in labor force | age 20-24 (76.0% compared to 79.3%, a difference of 4.3%). Conversely, both communities are more comparable in terms of in labor force | age 45-54 (83.5% compared to 83.5%, a difference of 0.010%), in labor force | age 35-44 (85.2% compared to 85.6%, a difference of 0.50%), and in labor force | age 30-34 (85.5% compared to 86.2%, a difference of 0.92%).

When considering family structure, the most significant differences between Macedonian and Somali communities in the United States are seen in single mother households (5.4% compared to 7.5%, a difference of 39.3%), single father households (2.0% compared to 2.5%, a difference of 25.2%), and married-couple households (47.6% compared to 39.0%, a difference of 22.2%). Conversely, both communities are more comparable in terms of family households with children (26.4% compared to 26.7%, a difference of 0.99%), average family size (3.13 compared to 3.20, a difference of 2.0%), and divorced or separated (11.4% compared to 12.6%, a difference of 10.0%).

When considering vehicle availability, the most significant differences between Macedonian and Somali communities in the United States are seen in no vehicles in household (12.2% compared to 11.0%, a difference of 10.6%), 3 or more vehicles in household (17.7% compared to 16.2%, a difference of 9.5%), and 4 or more vehicles in household (5.5% compared to 5.0%, a difference of 9.5%). Conversely, both communities are more comparable in terms of 1 or more vehicles in household (87.9% compared to 89.0%, a difference of 1.2%), 2 or more vehicles in household (53.3% compared to 51.1%, a difference of 4.3%), and 4 or more vehicles in household (5.5% compared to 5.0%, a difference of 9.5%).

When considering education level, the most significant differences between Macedonian and Somali communities in the United States are seen in no schooling completed (1.7% compared to 2.9%, a difference of 68.3%), master's degree (16.7% compared to 14.2%, a difference of 17.6%), and professional degree (4.8% compared to 4.1%, a difference of 15.2%). Conversely, both communities are more comparable in terms of nursery school (98.3% compared to 97.1%, a difference of 1.3%), kindergarten (98.3% compared to 97.0%, a difference of 1.3%), and 1st grade (98.3% compared to 97.0%, a difference of 1.3%).

When considering disability, the most significant differences between Macedonian and Somali communities in the United States are seen in disability age 35 to 64 (10.4% compared to 12.9%, a difference of 23.7%), cognitive disability (16.5% compared to 19.8%, a difference of 20.2%), and disability age 65 to 74 (21.3% compared to 25.1%, a difference of 17.6%). Conversely, both communities are more comparable in terms of vision disability (2.0% compared to 2.0%, a difference of 0.24%), self-care disability (2.4% compared to 2.5%, a difference of 3.6%), and disability age under 5 (1.2% compared to 1.2%, a difference of 3.9%).