Crimes, such as homicide and aggravated assault, are considered one of the most serious crimes as homicide involves depriving individuals of life, while that aggravated assault involves attempts to deprive individuals of life or even the intention to cause serious injury to them (Putkonen et al 52). Over the years, extensive analysis of the act of homicide has been carried out where the formulation of a series of hypotheses regarding the nature of the act of homicide has required testing them through the use of data police reports on homicides and therefore the establishment of models in criminal justice. Similarly, studies based on investigations conducted by the Federal Bureau of Investigation have indicated classifications of the crime of aggravated assault in terms of assaults with the intent to kill or with the intent to inflict great bodily injury by shooting, stabbing, cutting, poisoning, just to name a few. This article will focus on determining prevalent trends among homicide perpetrators and characteristics based on age, race, and gender. We will also attempt to determine the correlation between homicide rates and assault rates. However, determining these elements will involve focusing on the percentage rates that occur based on the characteristics. To begin, vulnerability to violent crime victimization involves variations by age, with the rate of these cases increasing significantly during adolescence. and accelerates from the age of 20. The pattern of these events implies the existence of characteristics such as age, race, and gender (Putkonen et al 53). Some of the homicide crimes include rape, sexual assault, robbery, and aggravated assault. According to the middle of the article, there is a higher probability of committing homicide on other ethnic groups due to disregard for their societal rate. Other studies indicate that ethnicity-based homicide cases occurring in 2009 increased significantly for whites while a reduction occurred for blacks. The reduction in these cases saw a significant reduction in the rate of homicide attacks spread by blacks while whites experienced an increase which indicates a disparity in cultural elements (Chan, Eric, and Wade70). Mostly, men in the African American community reported a higher homicide rate than women, as they would attack people in public places or even be attacked. On the other hand, white men reported an increase in attacks against other communities. Women reported relatively fewer homicide cases in ethnic communities.