Update app.py

app.py

@@ -19,17 +19,16 @@ def classify_and_visualize(text):
     outputs = classifier([text])[0]  # list of dicts
     # Convert to DataFrame
     df = pd.DataFrame(outputs)
-    df = df.sort_values("score", ascending=False)
 
-    # Bar chart with plotly
-    fig = px.bar(
+    # Radar chart (polar plot)
+    fig = px.line_polar(
         df,
-        x="label",
-        y="score",
-        title="Emotion Scores",
-        labels={"label": "Emotion", "score": "Probability"},
+        r="score",
+        theta="label",
+        line_close=True,
+        title="Emotion Radar",
     )
-    fig.update_layout(xaxis_tickangle=-45)
+    fig.update_traces(fill="toself", line=dict(color="blue"))
 
     return df.to_dict("records"), fig
 
@@ -46,4 +45,4 @@ with gr.Blocks() as demo:
     submit_btn.click(fn=classify_and_visualize, inputs=text_input, outputs=[result_json, result_plot])
 
 if __name__ == "__main__":
-    demo.launch()
+    demo.launch()