Map two different types of data at the same time?

Hello

I have two different types of data (in Denmark) that I'm trying to get on a single map if this is possible. The data is supposed to show where several supply companies are expected to dig over the next couple of years. 

I have one consisting of Location where I use a hierachy, the first is [RoadName + PostalCode], drilling down to [House Adress+ PostalCode]. This works perfectly for what I need to show. 

The second dataset consist of locations, like fields where there is no address. For this I have too use Latitude and Longtitude points, which in itself also works just fine. 

However in order to use this perfectly I would like to have both on the same map/figure. So what I'm hoping is that one of the below solutitons is possible in Power BI:

• I can merge/overlay the two different map visuals, and thereby get a complete overview
• I can perhaps convert addresses to Lat/Long (but not sure if I miss the all important drilldown function from Road --> Address)
• Third unknown but brilliant solution. 

RoadName that shows that several companies will work here.

Specific address for the expected work, drilled down from RoadNames.

Points based on coordinates.