Update app.py

app.py

@@ -35,14 +35,15 @@ def user_interaction(comment, model):
     compound_score = analyzer.polarity_scores(comment)["compound"]
     rate_pred = model.predict([[negative_score, neutral_score, positive_score, compound_score]])
     
-    return (f"\nYour Comment: {comment}\n" + 
+    return round(negative_score,2), round(neutral_score,2), round(positive_score,2), round(compound_score,2), round(rate_pred[0],2)
+    """return (f"\nYour Comment: {comment}\n" + 
            "*"*10 + "Analysis of the Comment" + "*"*10 + "\n" +
            "-"*10 + f"Negativity Score: {negative_score:.2f}" + "-"*10 + "\n" +
            "-"*10 + f"Neutrality Score: {neutral_score:.2f}" + "-"*10 + "\n" +
            "-"*10 + f"Positivity Score: {positive_score:.2f}" + "-"*10 + "\n" +
            "-"*10 + f"Compound Score: {compound_score:.2f}" + "-"*10 + "\n" +
            "*"*43 + "\n"), ("\nThe estimated rating this comment can give" + "\n" + 
-           "*"*20 + str(round(rate_pred[0], 2)) + "*"*20 + "\n")
+           "*"*20 + str(round(rate_pred[0], 2)) + "*"*20 + "\n")"""
 
 
 def take_input(model):
@@ -58,12 +59,17 @@ with gr.Blocks() as demo:
     gr.Markdown("# AIN311 Project P05 - MOOC Recommendation")
     gr.Markdown("## Generating a Rating from User Comment")
     with gr.Column():
-        comment = gr.Textbox(label="Thanks for your interest and taking your time.\n"+
-                                   "Tell us about your personal experience enrolling in this course. Was it the right match for you?\n"+
-                                   "(Note: Comment should be written in English and be longer than 20 characters)\n")
+        comment = gr.Textbox(label="### Thanks for your interest and taking your time." +
+                                   "#### Tell us about your personal experience enrolling in this course. Was it the right match for you?\n"+
+                                   "#### (Note: Comment should be written in English and be longer than 20 characters)\n",
+                            placeholder="Write your comment here...")
         button = gr.Button("What is the Rating I Gave? Click me to Learn")
-        comment_scores = gr.Textbox(label="Sentiment Scores of Your Comment")
-        rating = gr.Textbox(label="Generated Rating from Your Comment")        
-    button.click(fn=take_input, inputs=comment, outputs=[comment_scores, rating])
+        gr.Markdown("#### Sentiment Scores of Your Comment")
+        negscore = gr.Number(label="Negativity Score")
+        neuscore = gr.Number(label="Neutrality Score")
+        posscore = gr.Number(label="Positivity Score")
+        compscore = gr.Number(label="Compound Score")
+        rating = gr.Number(label="Generated Rating from Your Comment")        
+    button.click(fn=take_input, inputs=comment, outputs=[negscore, neuscore, posscore, compscore, rating])
 
 demo.launch()