Create Directed Graph

create_DiGraph_from_df.py

G = nx.DiGraph()

G.add_nodes_from(df_users["id_str"],
                 name=df_users["name"],
                 screen_name=df_users["screen_name"],
                 description=df_users["description"],
                 url=df_users["url"],
                 followers_count=df_users["followers_count"],
                 friends_count=df_users["friends_count"],
                 listed_count=df_users["listed_count"],
                 created_at=df_users["created_at"],
                 favourites_count=df_users["favourites_count"],
                 statuses_count=df_users["statuses_count"])

edge_weight_list = [(s,d,w) for _,(s,d,w) in df_group_relation.iterrows()]

G.add_weighted_edges_from(edge_weight_list)