The video shows a crowd of people walking up to the flat. There are noises of smashing glass.
A number of PSNI Land Rovers and unmarked cars were in parked in the New Lodge and, according to the Facebook vidoe post, around 20 tatical support officers entered the flat after members of the community had left it.
A statement from the PSNI said: "Police were present in Victoria Parade, Belfast this evening, Wednesday, 7 June, due to a crowd having gathered in the area. Whilst at this location police observed that a flat had sustained a substantial amount of damage.
"Inspector Murphy would appeal to anyone who may have witnessed the damage being caused to the house or who has any information to contact police on the non-emergency number 101, quoting reference 1049 07/06/17. Alternatively, if someone would prefer to provide information without giving their details they can contact the independent charity Crimestoppers and speak to them anonymously on 0800 555 111."