Looking forward to learn and use data analytics for better investing. 

(although I would be quick to believe I just had bad data)

She’s very into home design and remodeling.

Bonus points if it can be exported to bulk data and allow for breakdowns by studio, 1bd, 2bd, 3bd.Costar has this information but you can only search a single city at a time whereas I am needing to aggregate all at once for analysis.

Yes I have a great high-end contractor and an awesome designer.

Plus new huge data center being built a block away. 1950's home moved to its location, where most houses nearby are slab 3-2-2s. 3-1 with an additional 2-1 350 sq ft attic conversion.

This is just one data point but this doesn't seem to make sense to me. 

There is tons of data for crime reports, job growth, population growth, quality of schools, etc.

I ended up designing software around it so I would be consistent, my math would be accurate, and I couldn't argue with myself into a bad deal.  

Once the price is driven down by the market a false sense of value pervades where the competitiveness creates a downturn of quality procedures.