model Data and run LPA algorithm

modeling.py

import networkx.algorithms.community as nxcom
asyn_lpa = list(nxcom.asyn_lpa_communities(G1,weight="weight"))

for list_items in asyn_lpa :
    print(len(list_items))

asyn_lpa_list = list(asyn_lpa[1])
group1 = df_users[df_users["id_str"].isin(asyn_lpa_list)]
relation_source_filter = df_group_relation[df_group_relation["source"].isin(asyn_lpa_list)]
relation1 = relation_source_filter[relation_source_filter["destination"].isin(asyn_lpa_list)]

asyn_lpa_list = list(asyn_lpa[3])
group2 = df_users[df_users["id_str"].isin(asyn_lpa_list)]
relation_source_filter = df_group_relation[df_group_relation["source"].isin(asyn_lpa_list)]
relation2 = relation_source_filter[relation_source_filter["destination"].isin(asyn_lpa_list)]

asyn_lpa_list = list(asyn_lpa[4])
group3 = df_users[df_users["id_str"].isin(asyn_lpa_list)]
relation_source_filter = df_group_relation[df_group_relation["source"].isin(asyn_lpa_list)]
relation3 = relation_source_filter[relation_source_filter["destination"].isin(asyn_lpa_list)]