Research Article
A Geo-Social Characterization of Health Impact from Air Pollution in Mexico Valley
Listing 1
Discovering social topics - algorithm.
| Input: tweets_dataset_input | | / Setting parameters / | | K_clusters = 20 | | Stop_words = {“http: //”, “https://”,”@”,”#”…} | | N-Gram_range = {1,4} | | LDA_passes = 10 | | Begin | | input = remove_stopwords(filtered_input) | | Corpus = gensim.CreatingN-Grams(input,N-Gram_range) | | Clusters = K-Means (Corpus, K_clusters) | | SocialTopics = LDA_process_gensim(Clusters, K_clusters,LDA_passes) | | Output:SocialTopics_Set | | Call: | | CreatingSocialDataCubes(SocialTopics_Set) |
|