I will say Attom has upped its game in the last few years concerning ML and AI.... so who knows, they might actually have cleaner data now, and overall it might be cheaper to buy from them as a reseller.First American are quality people, and they are scrappy... they have a huuuge database of scanned doc images that they have run ML against for the juicy tidbits of data a county/city does not collect or load onto public-facing .gov sites.Most of the data you are looking for, like accurate monthly parcel/assessor/people ect data can be had just by googling your county name with 'open data GIS' in the search string.

I find myself looking for some similar information on these:EMERGENCY SOLUTIONS GRANT (ESG) OR EMERGENCY SOLUTIONS GRANT RAPID UNSHELTEREDSURVIVOR HOUSING (ESG RUSH)

Rapid API is a platform for tons of APIs. 

I don't know what guard rails they put on it though so there may be something preventing you from doing it, but maybe worth looking into. https://support.brightmls.com/...You may also be able to create a crawler that scans Bright itself for data your looking for.

I bought my first investment property a duplex I’m house hacking in Grand Rapids Michigan.

Hey Mark,  I'm an investor in the Cedar Rapids market, but have decided to take a 2 year "sabbatical" from buying (I'm too damn tired...LOL).  

In extreme scenarios; inflation accelerates, commodity prices (like gold) spike and mortgage rates and equity markets decline, which could force investors toward hard, tangible real assets for rapid wealth and asset preservation. 

I know that doing a wholesale deal(s) can put capital in the bank for future deals or pay bills.

I definitely did my research and I was very professional in my responses.I do believe my tenant must be more of an emotional person who scanned the letter and only saw numbers.He is not into details, which can be a problem.He will probably calm down.But I do like to see how they are emotionally and in the raw.It helps me to assess their emotional maturity and whether I want to deal with the lack of thereof.Thanks

I see the job market continuing to be robust with companies continuing to invest in the Des Moines metro area.I have a couple of rental properties in Des Moines, but I primarily focus on Cedar Rapids (smaller scale and 2 hours east of DM), but I like it for it's lower price point entry on housing and it's positive momentum it is seeing (just like DM).