experiment

functions/calc_matches.py

@@ -68,9 +68,9 @@ def calc_matches(filtered_df, project_df, similarity_matrix, top_x):
     top_values = match_matrix.data[linear_indices]
 
     # Create resulting dataframes with top matches and their similarity scores
-    p1_df = filtered_df.iloc[top_indices[0]].copy()
+    p1_df = filtered_df.loc[top_indices[0]].copy()
     p1_df['similarity'] = top_values
-    p2_df = filtered_df.iloc[top_indices[1]].copy()
+    p2_df = project_df.loc[top_indices[1]].copy()
     p2_df['similarity'] = top_values
 
     print("finished calc matches")