For those that are not familiar with the space, campaigns typically use voter contact software to record the results of the conversations they have with potential voters on the phones, at the doors, and over the Internet. In this case, the voter contact software that both the Hillary and Sanders campaigns were using, NGP VAN, had a bug which allowed both campaigns to access each other's private, proprietary data (in…
Difficulty level in replicating this dataset from secretary of state rolls?
Even then, you only have a snapshot, because the states typically don't keep historical data. What this means is that your dataset won't be as good as someone who's been collecting this data for years, and thereby knows things you won't like where someone used to live, how often they voted there, who recently dropped off the registered voter rolls, etc.
In this case, even this data wouldn't be enough, because the Sanders team had made likely hundreds of thousands of contacts with voters, and recorded what issues they cared about and who they planned to vote for. This data, which they personally collected, is now inaccessible to them.
edit: expounded