ML.NET Forcasting Light Switches on and off using TimeSerie or Regression once a week [Question]

Question: i have data that has light IDs and when a light of a particular ID is switched on the data is captured now the next step is to try and figure out which light will be on for a particular week in the future. Can anyone let me know how this can be done either using Time series or regression [link to the data](https://www.dropbox.com/s/6bk5dgkizl8roop/LightsData.csv?dl=0)

all i need to predict is an On or Off like a for the next week or 2

**Key Light ID:** this is a light represented ad an ID
**LightDate:** this is data captured once a week over the course of 2 n half years
**OnOff:** If the light for a particular ID was on on that time or off On being 1 and off Being 0
**WeightByMonth:** how many times the light was on for that month max can only be 4 since the data is captured once a week
**WeightByYear:** how many times the light was on for that year
**TotalWeightOverTheYears:** how many times the light was on for the entirety of the data being captured