I used that foreign number to create my Instagram account and I've gotten the benefit of only being shown suggested accounts from locals from that country (zero people I know). Same goes for ads as well. Currently I keep it on roaming and actually use it to verify other online services that may stubbornly require SMS.
Might be worth a try for those of you looking to pseudo-opt-out of phone number tracking & recommendations on social media services that do this, if you can get your hands on one.
I'll give you an example of why it might not work. Since your phone has roaming, you happen to have it with you at work, or at a party, or at the library, or anywhere really. If even a single acquaintance of yours is "nearby", the information is leaked. If acquaintances seem to always be "nearby", children, wives, husbands, siblings, your info is DEFINITELY leaked.
If anyone is going to try to use this strategy for anything which might result in the loss of your livelihood, (eg - porn), please realize there are many, many, many more precautions you will have to take than are listed in oedfmarap's comment. If you just do what you see in that comment, you could find yourself without a job somewhere down the line.
[1] https://www.defcon.org/images/defcon-22/dc-22-presentations/...
[2] https://splinternews.com/facebook-is-using-your-phones-locat...
Within 1-2 days, Facebook recommended one of them as a friend - bear in mind I hadn't added any of them to Fb, so all it could have used was our location...
This happens to me often too, with much briefer encounters: mainly dates and meetups. Since I've shared similar amounts of time at the same restaurant with hundreds or thousands people with whom I had no interaction, many of who's arrival and departure times would happen by chance to line up with mine, they must be using something else. I also share a duplex-house and an office building with people who've never been inexplicably recommended on Facebook.
From these observations, I've come to think that location data has to play a very small role in Facebook's recommendation system.
Here's my best (but untested) theory to explain this: Your house-mate searched for you on Facebook, which triggered Facebook to think you might be friends.
I had watched it many many years ago, and I suddenly remembered about it while at my friends apartment, (which is in the same building). Now I searched it up on my friends computer which was logged into his gmail account. We watched it and laughed. However, an hour later, I was on my iPhone at home when it appeared in my related videos.
http://i.imgur.com/u31ZuWM.jpg
I refreshed and it was gone...
It's your choice to use the same IP address.
It's your will.
Based on what the OP is writing, the unique identifier foe the user can even be the IP address...
With a single device, it's fairly reliable to use a vpn or multiple vpn providers and only log in to each account when connected to a given vpn.