Control chart for binary (yes/no) variable

Thank you for replying and I apologize for not providing enough detail. Anonymous Greg_Deckler amitchandak DataZoe 

Control charts have 4 componenets, the count of the measure (average), the central line (the average of the data for a prior time period- serves as a baseline) , and upper and lower control limits (+/- 3 sigma line). 

My data does look like this:

SampleID | Date            | Outcome

1              | 2020-01-01 | 1

2              | 2020-01-01 | 0

3              | 2020-01-01 | 1

What I am strugling with is creating the upper and lower control limits (the red lines in the graph below). It would be a breeze if the data was continuous but I don't know if there is an alternative given my binary variable.