X-Git-Url: https://code.communitydata.science/cdsc_reddit.git/blobdiff_plain/db5879d6c92a826c65b86a68675c503b20914cf8..a60747292e91a47d122158659182f82bfd2e922a:/tfidf_authors.py

diff --git a/tfidf_authors.py b/tfidf_authors.py
index 432ec39..6852fe8 100644
--- a/tfidf_authors.py
+++ b/tfidf_authors.py
@@ -1,12 +1,14 @@
 from pyspark.sql import SparkSession
 from similarities_helper import build_tfidf_dataset
+import pandas as pd
 
 spark = SparkSession.builder.getOrCreate()
 
 df = spark.read.parquet("/gscratch/comdata/users/nathante/reddit_tfidf_test_authors.parquet_temp")
 
-include_subs = set(open("/gscratch/comdata/users/nathante/cdsc-reddit/top_25000_subs_by_comments.txt"))
-include_subs = {s.strip('\n') for s in include_subs}
+include_subs = pd.read_csv("/gscratch/comdata/users/nathante/cdsc-reddit/subreddits_by_num_comments.csv")
+
+#include_subs = set(include_subs.loc[include_subs.comments_rank < 300]['subreddit'])
 
 # remove [deleted] and AutoModerator (TODO remove other bots)
 df = df.filter(df.author != '[deleted]')