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In order to reproduce the results we suggest to review the codes. As a rule of thumb, the correct order to run the analyses in each single folder is the following: Collective Influence: 1) setup.py 2) generate_graphs.py 3) compute_CI_retweet_networks.py Similarity Matrix: 1) assemble_user_maps.py 2) generate_weighted_edge_lists.py 3) get_top_100_unweighted_influencers.py 4) get_top_100_weighted_influencers.py 5) get_similarity_matrix_2016.py 6) get_similarity_matrix_2020.py 7) compare_similarity_networks.py Retweet Network: 1) generate_retweet_networks.py 2) analyze_retweet_networks.py 5) elites_network_analysis.py
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