Insert dimensionality reduction name

views.py

@@ -10,6 +10,7 @@ import utils
 import pandas as pd
 from scipy.spatial import distance
 
+dimensionality_reduction_model_name = "PCA"
 
 def diffs(embeddings: np.ndarray, corrector):
     st.text(f"Embedding shape: {embeddings.shape}")
@@ -24,7 +25,7 @@ def plot(df: pd.DataFrame, embeddings: np.ndarray, vectors_2d, reducer, correcto
         y=vectors_2d[:, 1], 
         opacity=0.6,
         hover_data={"Title": df["title"]}, 
-        labels={'x': 'UMAP Dimension 1', 'y': 'UMAP Dimension 2'},
+        labels={'x': f'{dimensionality_reduction_model_name} Component 1', 'y': f'{dimensionality_reduction_model_name} Component 2'},
         title="UMAP Scatter Plot of Reddit Titles",
         color_discrete_sequence=["#ff504c"]  # Set default blue color for points
     )