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Nowadays, car use has become so common and inevitable that with a high approximation, it can be said that every family has at least one car. This has caused an increase in accidents and, subsequently, road injuries. About 1.2 million people die from road injuries yearly, and 20 to 50 million live with non-fatal injuries. Investigation of this issue is essential, considering that traffic violations have become a global concern. There, a dataset published by the Montgomery County government was analyzed using R and Python, only Maryland crimes. The highest number of deaths is in young men, which shows an increase in traffic accident injuries in the third decade of life, and a reduction of victims of different ages was observed as a result. Factors affecting the occurrence of injuries caused by road traffic were also extracted. This can be useful in providing programs to reduce traffic violations.