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hierarchical_topics: remove unused variable cluster_df significantly … #1701

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Jan 3, 2024
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hierarchical_topics: remove unused variable cluster_df significantly … #1701

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2 changes: 0 additions & 2 deletions bertopic/_bertopic.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1004,8 +1004,6 @@ def hierarchical_topics(self,

# Find clustered documents
clusters = sch.fcluster(Z, t=Z[index][2], criterion='distance') - self._outliers
cluster_df = pd.DataFrame({"Topic": range(len(clusters)), "Cluster": clusters})
cluster_df = cluster_df.groupby("Cluster").agg({'Topic': lambda x: list(x)}).reset_index()
nr_clusters = len(clusters)

# Extract first topic we find to get the set of topics in a merged topic
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