Update app.py

app.py

@@ -4,6 +4,7 @@ from transformers import pipeline
 import pandas as pd
 import matplotlib.pyplot as plt
 import seaborn as sns
+from pandas.plotting import parallel_coordinates
 
 # Initialize session state for results, image names, and image sizes if not already present
 if 'results' not in st.session_state:
@@ -103,6 +104,16 @@ if st.button("Generate DataFrame"):
         plt.ylabel('Data Points')
         st.pyplot(plt)
 
+
+        
+        # Plotting the parallel coordinates plot
+        plt.figure(figsize=(12, 6))
+        parallel_coordinates(df_normalized, class_column=df_normalized.columns[-1], colormap=plt.get_cmap("Set2"))
+        plt.title('Parallel Coordinates Plot for Emotions')
+        plt.xlabel('Emotion Categories')
+        plt.ylabel('Normalized Scores')
+        st.pyplot(plt) 
+
         # Optional: Save the DataFrame to a CSV file
         df_emotions.to_csv('emotion_scores.csv', index=False)
         st.success('DataFrame generated and saved as emotion_scores.csv')