Somali vs Macedonian Community Comparison

The statistical analysis conducted on geographies consisting of 59,357,231 people shows a slight negative correlation between the proportion of Macedonians within Somali communities in the United States with a correlation coefficient (R) of -0.068. On average, for every 1% (one percent) increase in Somalis within a typical geography, there is a decrease of 0.001% in Macedonians. To illustrate, in a geography comprising of 100,000 individuals, a rise of 1,000 Somalis corresponds to a decrease of 1.3 Macedonians.

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

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

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

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

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

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

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

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