The population fluctuations suggest ongoing changes in Milwaukee Junction's social and economic structure. The population decline from 2017 to 2022 may indicate economic pressures, changing housing preferences, or shifts in local industry. The trend is not linear, with periods of growth and decline throughout the decade.

Based on the estimated 712 housing units in 2022 and the national average household size, the neighborhood likely contains a mix of family households and single-occupancy residences. This household composition diversity may support various local businesses and services.

Milwaukee Junction appears to be a transitioning neighborhood, balancing its industrial heritage with contemporary urban living. The recent population decline presents challenges and opportunities for community development and urban planning. Monitoring future population trends will be important for understanding the long-term trajectory of this Detroit neighborhood.