v.1.21+

app.py

@@ -285,6 +285,34 @@ class EventDetector:
         except Exception as e:
             logger.error(f"Error in cleanup: {e}")
 
+def create_visualizations(df):
+    if df is None or df.empty:
+        return None, None
+        
+    try:
+        sentiments = df['Sentiment'].value_counts()
+        fig_sentiment = go.Figure(data=[go.Pie(
+            labels=sentiments.index,
+            values=sentiments.values,
+            marker_colors=['#FF6B6B', '#4ECDC4', '#95A5A6']
+        )])
+        fig_sentiment.update_layout(title="Распределение тональности")
+        
+        events = df['Event_Type'].value_counts()
+        fig_events = go.Figure(data=[go.Bar(
+            x=events.index,
+            y=events.values,
+            marker_color='#2196F3'
+        )])
+        fig_events.update_layout(title="Распределение событий")
+        
+        return fig_sentiment, fig_events
+        
+    except Exception as e:
+        logger.error(f"Visualization error: {e}")
+        return None, None
+    
+
 @spaces.GPU
 def process_file(file_obj):
     try:
@@ -395,7 +423,7 @@ def create_interface():
     control = ProcessControl()
     
     with gr.Blocks(theme=gr.themes.Soft()) as app:
-        gr.Markdown("# AI-анализ мониторинга новостей v.1.21")
+        gr.Markdown("# AI-анализ мониторинга новостей v.1.21+")
         
         with gr.Row():
             file_input = gr.File(