Update app.py

app.py

@@ -57,13 +57,13 @@ def create_trend_chart(space_id, daily_ranks_df):
         return None
 
 def get_duplicate_spaces(top_100_spaces):
-    # ID별 trending score 합산 (전체 ID 사용)
+    # ID별 trending score 합산
     score_sums = top_100_spaces.groupby('id')['trendingScore'].sum()
     
-    # 디버깅을 위한 출력
-    print("Score sums for each ID:")
-    for id, total_score in score_sums.sort_values(ascending=False).head(20).items():
-        print(f"ID: {id}, Total Score: {total_score}")
+    # 디버깅용 출력
+    print("\nID별 합산 스코어:")
+    for id, score in score_sums.sort_values(ascending=False).head(20).items():
+        print(f"{id}: {score}")
     
     # 합산된 스코어로 정렬하여 상위 20개 선택
     top_20_scores = score_sums.sort_values(ascending=False).head(20)
@@ -80,16 +80,11 @@ def create_duplicates_chart(score_sums):
         'rank': range(1, len(score_sums) + 1)
     })
     
-    # 디버깅을 위한 출력
-    print("\nFinal chart data:")
-    print(df)
-    
     fig = px.bar(
         df,
-        x='id',
+        x='id',  # ID만 표시
         y='rank',
         title="Top 20 Spaces by Combined Trending Score",
-        labels={'id': 'Space ID', 'rank': 'Rank'},
         height=400
     )
     
@@ -100,7 +95,7 @@ def create_duplicates_chart(score_sums):
         paper_bgcolor='white',
         xaxis_tickangle=-45,
         yaxis=dict(
-            range=[20.5, 0.5],
+            range=[20.5, 0.5],  # 순위 1이 위쪽에 오도록
             tickmode='linear',
             tick0=1,
             dtick=1
@@ -113,17 +108,19 @@ def create_duplicates_chart(score_sums):
         customdata=df['total_score']
     )
     
+    # x축 레이블을 ID만 표시하도록 설정
     fig.update_xaxes(
-        showgrid=True, 
-        gridwidth=1, 
-        gridcolor='lightgray',
-        title_text="Space ID"
+        title_text="Space ID",
+        showgrid=True,
+        gridwidth=1,
+        gridcolor='lightgray'
     )
+    
     fig.update_yaxes(
-        showgrid=True, 
-        gridwidth=1, 
-        gridcolor='lightgray',
-        title_text="Rank"
+        title_text="Rank",
+        showgrid=True,
+        gridwidth=1,
+        gridcolor='lightgray'
     )
     
     return fig