I am in multiple markets and see this as a societal trend.

As I've learned from my experience, it's essential to consider this timeframe when planning and executing syndication deals.By carefully analyzing the real estate cycle and market trends, we can strategically time our investments for maximum gains.

Also, townhomes are a great bridge property, it's a common trend that those in townhomes are aspiring for home ownership meaning credit sensitive and with that right mindset. 

This is a growing trend in rentals to increase cash flow and help your community with affordable housing! 

Across the Midwest markets, this will be a common trend.

Often times this data isn't made public so some calls have to be made, but for us it's an indication whether or not there's a trend of investments being made in an area. 

But yea the number of trend for "home for sale" in that zip code is pre-cursor for a downturn.

Once rates change direction and start a new directional trend, it usually takes a major event or change in fundamentals to reverse again.

Follow the building and migration trends.

One of the best resources I’ve spotted for honest property management feedback-beyond scanning Google-is checking local Facebook investor groups and seeing who people recommend.Anyway, Ethan, since you’ve done a bunch of data crunching: have you or anyone else revisited these numbers more recently, and if so, how have shifting mortgage rates or local employment trends changed your approach?