Using R language do following: With global intensity only,determine time windows$-$ one for day hours and other for night hours that shows power consumption over five weekdays and also over weekend.assume $7$:$30$Am$-5$Pm as day time window for weekdays. To create new time series for day time of weekdays, calculate avg. value at time$7$:$30$AM for all $5$ days, then avg values of $7$:$31$AM etc.