Update app.py

app.py

@@ -23,7 +23,7 @@ def create_trend_chart(space_id, daily_ranks_df):
             title=f'Daily Rank Trend for {space_id}',
             labels={'date': 'Date', 'rank': 'Rank'},
             markers=True,
-            height=400  # 차트 높이 설정
+            height=400
         )
         
         fig.update_layout(
@@ -56,6 +56,39 @@ def create_trend_chart(space_id, daily_ranks_df):
         print(f"Error creating chart: {e}")
         return None
 
+def get_duplicate_spaces(top_100_spaces):
+    # ID별 등장 횟수 계산
+    id_counts = top_100_spaces['id'].value_counts()
+    # 2회 이상 등장하는 ID만 필터링
+    duplicates = id_counts[id_counts >= 2]
+    return duplicates
+
+def create_duplicates_chart(duplicates):
+    if duplicates.empty:
+        return None
+    
+    fig = px.bar(
+        x=duplicates.index,
+        y=duplicates.values,
+        title="Spaces with Multiple Entries in Top 100",
+        labels={'x': 'Space ID', 'y': 'Number of Entries'},
+        height=400
+    )
+    
+    fig.update_layout(
+        showlegend=False,
+        margin=dict(t=50, r=20, b=40, l=40),
+        plot_bgcolor='white',
+        paper_bgcolor='white',
+        xaxis_tickangle=-45
+    )
+    
+    fig.update_traces(
+        marker_color='#4CAF50'
+    )
+    
+    return fig
+
 def update_display(selection):
     global daily_ranks_df
     
@@ -134,6 +167,10 @@ print("Loading initial data...")
 daily_ranks_df, top_100_spaces = load_and_process_data()
 print("Data loaded successfully!")
 
+# 중복 스페이스 데이터 계산
+duplicates = get_duplicate_spaces(top_100_spaces)
+duplicates_chart = create_duplicates_chart(duplicates)
+
 # Gradio 인터페이스 생성
 with gr.Blocks(theme=gr.themes.Soft()) as demo:
     gr.Markdown("""
@@ -145,10 +182,17 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
     with gr.Tabs():
         with gr.Tab("Dashboard"):
             with gr.Row(variant="panel"):
-                trend_plot = gr.Plot(
-                    label="Daily Rank Trend",
-                    container=True,
-                )
+                with gr.Column(scale=7):
+                    trend_plot = gr.Plot(
+                        label="Daily Rank Trend",
+                        container=True
+                    )
+                with gr.Column(scale=3):
+                    duplicates_plot = gr.Plot(
+                        label="Multiple Entries Analysis",
+                        value=duplicates_chart,
+                        container=True
+                    )
             
             with gr.Row():
                 info_box = gr.HTML(
@@ -264,4 +308,4 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
     )
 
 if __name__ == "__main__":
-    demo.launch(share=True)
+    demo.launch(share=True)