Robbery trends in Seligman have been minimal. Only two robberies were reported during the entire period, one in 2015 and another in 2016. The robbery rate per 1,000 people was highest in 2015 at 0.62. The city's contribution to the state's total robberies was 0.02% in both years. Since 2017, there have been no reported robberies, indicating an improvement in this aspect of public safety.

Aggravated assault has been the most consistent form of violent crime in the city. The number of aggravated assaults ranged from 0 to 4, with the highest number occurring in 2012. The rate per 1,000 people peaked at 2.24 in 2012 when the population was 1,782. The city's contribution to the state's total aggravated assaults has generally remained low, ranging from 0% to 0.03%. The trend shows a slight decrease over time, with 1 incident reported in 2022.

When examining correlations, a notable relationship emerges between violent crime and population density. Years with higher population density, such as 2012 (1,429 people per square mile) and 2017 (1,388 people per square mile), tended to have more violent crimes. Conversely, years with lower density, like 2013 (1,246 people per square mile) and 2014 (1,346 people per square mile), saw no violent crimes. This suggests that increased population density may contribute to higher crime rates in this small city.

Applying predictive models to forecast violent crime trends for the next five years (up to 2029), we can anticipate a continuation of the low and stable violent crime rate. Based on the historical data, it's projected that Seligman will likely experience between 0 to 2 violent crimes annually. The sporadic nature of these incidents makes precise predictions challenging, but the overall trend suggests that the city will maintain its relatively low crime rate.

In summary, Seligman has demonstrated a remarkably stable and generally low violent crime rate over the past decade. The absence of murders, infrequent occurrences of rape and robbery, and the slight decline in aggravated assaults paint a picture of a community that has maintained a relatively safe environment despite minor population fluctuations. The correlation between population density and crime rates underscores the importance of community planning and resource allocation as the city moves forward. While challenges remain, particularly in addressing sporadic incidents of sexual violence, Seligman's crime trends reflect positively on its overall safety and quality of life.