Friend Suggestion on Facebook

In this project, I created a graph-based model of the dataset. Then, I found unconnected edges and edges that I could remove without affecting the graph's connectivity. The first type of link is considered a class containing links that will not be added to the network in the future. The other kind of edge is possible edges. After these steps, I trained a lightGBM model on the extracted data. Finally, you can find new friends for a user on Facebook either by their name or id.