Update app.py

app.py

@@ -119,5 +119,37 @@ if st.session_state.history:
     radar_fig = px.line_polar(radar_df, r='Score', theta='Category', line_close=True, title="⚠️ Risk Radar by Category")
     radar_fig.update_traces(line_color='black')
     st.plotly_chart(radar_fig)
-else:
-    st.info("⚠️ No classification data available yet.")
+    
+    # 單詞冒犯性分析模塊
+    st.markdown("### 🧬 Word-level Offensive Correlation")
+
+    last_translated_text = st.session_state.history[-1]["translated"]
+    words = last_translated_text.split()
+
+    word_scores = []
+    for word in words:
+        try:
+            result = classifier(word)[0]
+            word_scores.append({
+                "Word": word,
+                "Label": result["label"],
+                "Score": result["score"]
+            })
+        except:
+            continue
+
+    if word_scores:
+        word_df = pd.DataFrame(word_scores)
+        word_df = word_df.sort_values(by="Score", ascending=False).reset_index(drop=True)
+
+        # 顯示前5個，隱藏表格邊框
+        max_display = 5
+        show_more = st.toggle("Show more words")
+
+        display_df = word_df if show_more else word_df.head(max_display)
+        st.markdown(
+            display_df.to_html(index=False, border=0),
+            unsafe_allow_html=True
+        )
+    else:
+        st.info("❕ No word-level analysis available.")