I think using data-driven, online behavioral analytics to serve display ads more intentionally, actually disrupts interruptive marketing in a way.

Of course if you have access to the MLS or a realtor friend they can give you data on comps. 

Where can a new investor like myself, find a reliable and professional resource that knows this data?

@Charlie MooreDo you mean data storage?

If you're hiring a retail GC to do the project for you (and relying on their license), add 20-25% on top of those field labor+material costs.At the moment, it's so hard to generalize because the data is changing so fast locally. 

Costar has a lot of information on multifamily data, and they know all of the transactions that have occured in the recent past in a particular market. 

Bookkeepers are just data entry requires no degree.

Dan could probably offer data about how much revenue was impacted during 2008-2011. 

Separate out the data in individual columns so you can sort my multiple different fields to be able to compare the lenders. 

What to do...I imagine that as I gain experience and track accurate data on my portfolio this will allow for greater and greater accuracy in capex projections.