Update app.py

app.py

@@ -57,20 +57,20 @@ def create_trend_chart(space_id, daily_ranks_df):
         return None
 
 def get_duplicate_spaces(top_100_spaces):
-    # ID별 trending score 합계 계산
-    score_sums = top_100_spaces.groupby('id')['trendingScore'].sum().sort_values(ascending=False)
-    # 상위 20개만 선택
-    top_20_scores = score_sums.head(20)
+    # ID별 trending score 합산
+    score_sums = top_100_spaces.groupby('id')['trendingScore'].sum()
+    # 합산된 스코어로 정렬하여 상위 20개 선택
+    top_20_scores = score_sums.sort_values(ascending=False).head(20)
     return top_20_scores
 
 def create_duplicates_chart(score_sums):
     if score_sums.empty:
         return None
     
-    # 순위 매기기 (1부터 20까지)
+    # 데이터프레임 생성 (인덱스를 1부터 시작하는 순위로)
     df = pd.DataFrame({
         'id': score_sums.index,
-        'score': score_sums.values,
+        'total_score': score_sums.values,
         'rank': range(1, len(score_sums) + 1)
     })
     
@@ -78,7 +78,7 @@ def create_duplicates_chart(score_sums):
         df,
         x='id',
         y='rank',
-        title="Top 20 Spaces by Total Trending Score",
+        title="Top 20 Spaces by Combined Trending Score",
         labels={'id': 'Space ID', 'rank': 'Rank'},
         height=400
     )
@@ -90,7 +90,7 @@ def create_duplicates_chart(score_sums):
         paper_bgcolor='white',
         xaxis_tickangle=-45,
         yaxis=dict(
-            range=[20.5, 0.5],  # Y축 반전
+            range=[20.5, 0.5],  # 순위 역순으로 표시 (1이 위쪽)
             tickmode='linear',
             tick0=1,
             dtick=1
@@ -98,11 +98,22 @@ def create_duplicates_chart(score_sums):
     )
     
     fig.update_traces(
-        marker_color='#4CAF50'
+        marker_color='#4CAF50',
+        hovertemplate='ID: %{x}<br>Rank: %{y}<extra></extra>'
     )
     
-    fig.update_xaxes(showgrid=True, gridwidth=1, gridcolor='lightgray')
-    fig.update_yaxes(showgrid=True, gridwidth=1, gridcolor='lightgray')
+    fig.update_xaxes(
+        showgrid=True, 
+        gridwidth=1, 
+        gridcolor='lightgray',
+        title_text="Space ID"
+    )
+    fig.update_yaxes(
+        showgrid=True, 
+        gridwidth=1, 
+        gridcolor='lightgray',
+        title_text="Rank"
+    )
     
     return fig