X-Git-Url: https://code.communitydata.science/cdsc_reddit.git/blobdiff_plain/4dc949de5fb8d3eac04bae125c819100002c9522..596e1ff339db30045e0811588557db0492e3af26:/similarities/cosine_similarities.py diff --git a/similarities/cosine_similarities.py b/similarities/cosine_similarities.py index c1e99c9..38b1d7c 100644 --- a/similarities/cosine_similarities.py +++ b/similarities/cosine_similarities.py @@ -9,7 +9,8 @@ def cosine_similarities(infile, term_colname, outfile, min_df=None, max_df=None, def term_cosine_similarities(outfile, min_df=None, max_df=None, included_subreddits=None, topN=500, exclude_phrases=False, from_date=None, to_date=None): - return cosine_similarities('/gscratch/comdata/output/reddit_similarity/tfidf/comment_terms.parquet', + + return cosine_similarities('/gscratch/comdata/output/reddit_similarity/tfidf/comment_terms_100k.parquet', 'term', outfile, min_df, @@ -18,10 +19,11 @@ def term_cosine_similarities(outfile, min_df=None, max_df=None, included_subredd topN, exclude_phrases, from_date, - to_date) + to_date + ) def author_cosine_similarities(outfile, min_df=2, max_df=None, included_subreddits=None, topN=10000, from_date=None, to_date=None): - return cosine_similarities('/gscratch/comdata/output/reddit_similarity/tfidf/comment_authors.parquet', + return cosine_similarities('/gscratch/comdata/output/reddit_similarity/tfidf/comment_authors_100k.parquet', 'author', outfile, min_df, @@ -30,10 +32,11 @@ def author_cosine_similarities(outfile, min_df=2, max_df=None, included_subreddi topN, exclude_phrases=False, from_date=from_date, - to_date=to_date) + to_date=to_date + ) def author_tf_similarities(outfile, min_df=2, max_df=None, included_subreddits=None, topN=10000, from_date=None, to_date=None): - return cosine_similarities('/gscratch/comdata/output/reddit_similarity/tfidf/comment_authors.parquet', + return cosine_similarities('/gscratch/comdata/output/reddit_similarity/tfidf/comment_authors_100k.parquet', 'author', outfile, min_df, @@ -43,7 +46,8 @@ def author_tf_similarities(outfile, min_df=2, max_df=None, included_subreddits=N exclude_phrases=False, from_date=from_date, to_date=to_date, - tfidf_colname='relative_tf') + tfidf_colname='relative_tf' + ) if __name__ == "__main__":