Hey BP,I'm diving deeper into market research and looking to build a reliable process for identifying market metrics, data, and trends.

If there's a hole, it may be a red flag.b) sensitivity analysis: I examine all the assumptions, and make sure I can live with the worst case scenarios.c) "Stall and see": if they are getting money over multiple years, and there is no penalty for investing later, I would usually wait so I get some real performance data, versus having to look at theoretical pro forma information.d) Recession stress test: I will not invest in anything, until I subject it to recession level stress and see if I can live with the result.

It sounds like you're navigating a bit of a complex situation with your Fannie Mae HomeStyle Renovation loan and PMI removal.

By utilizing one provider for both services, both can be aligned, customized to your portfolio’s needs which should achieve a better outcome overall.Real estate investing can be very complex and navigating taxes, compliance and insurance can be overwhelming and complex, deterring some people from expanding their portfolio or from investing at all.

So you have to be careful when just looking at data. 

Crime data.

Here are a few things to keep in mind:Eviction Process: Courts often prioritize tenant rights, and during certain times of year (like the winter months), it’s tougher to get an eviction through.Legal Barriers: If the property is rent-stabilized or the tenants have protections, it could mean additional layers of complexity. 

When analyzing a deal, the expenses data available (opex, vacancy, PM, capex, etc.) is at the time of purchase.

Quality over quantity.7.Master Delegation and Automation: PM is a complex industry with many moving parts—marketing, maintenance, leasing, screening, and more.

The data is undeniable that there’s so much existing and future need for more capacity.