0 - 1 of 1 tags for total to date

Hello - 
I'm hoping someone can give a little guidance  on how to create a table that includes a "sum to date" - I believe there must be a simple way to do this but I have been unable to find a thread with this topic.
I am starting with a table(totals_by_date) with two columns - _date,total.
( like this):