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It also estimated its effect on gang and non-gang associated shootings. Regular criminal activity data are reviewed at the town level using ARIMA and poisson designs. Forecasting is employed to validate the legitimacy of both ARIMA and poisson models. The end result associated with the pandemic was conditional upon the sorts of weapon physical violence and effect types of input. The pandemic caused a temporary rise in fatal shootings while leading to a long-lasting rise in all non-