groceryheist/cdsc_reddit
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add submissions to timeseries.

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This commit is contained in:
Nathan TeBlunthuis 2025-01-10 06:20:38 -08:00
parent 81e12d1cef
commit 3c1d5df97e
1 changed files with 7 additions and 2 deletions
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timeseries/cluster_timeseries.py
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@ -14,8 +14,13 @@ def build_cluster_timeseries(term_clusters_path="/gscratch/comdata/output/reddit
spark = SparkSession.builder.getOrCreate()
df = spark.read.parquet("/gscratch/comdata/output/reddit_comments_by_subreddit.parquet")
df_comments = spark.read.parquet("/gscratch/comdata/output/reddit_comments_by_subreddit.parquet")
df_submissions = spark.read.parquet("/gscratch/comdata/output/reddit_submissions_by_subreddit.parquet")
df_comments = df_comments.select(['subreddit','CreatedAt','author'])
df_submisisons = df_comments.select(['subreddit','CreatedAt','author'])
df = df_comments.union(df_submisisons)
df = df.withColumn('week', f.date_trunc('week', f.col("CreatedAt")))
# time of unique authors by series by week