Human activities are considered one of the main reasons to the endangerment of water, air, and land pollutions. To maintain a healthy, pollutant free environment, the team members aspired to limit and decrease the emissions discharged by vehicles. The study seeks to determine the relationship of the vehicle’s variables (Manufacturer, Model, Odometer readings, and Type) to the emissions released by the vehicles. Initially, data collection of more than 1,000 vehicles’ information was acquired regarding their emissions discharge. After recording and coding the data in Microsoft Excel, the data was then transferred to SPSS for analysis. It was concluded that European manufactured cars and SUV type of vehicles produced the least emissions overall.