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We initialize both the number and centroid of clusters using a density-based clustering algorithm called Hierarchical Density-Based Spatial Clustering of Applications with Noise (HDBSCAN) first and fine-tune the assignment of discussions into the appropriate topics using KMeans clustering
Outliers were then removed, and the data were run through the Spearmans-Pearsons Decider again
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