diff --git a/csv-aggregator/pack.sh b/csv-aggregator/pack.sh
index c3e35548..ffc5e848 100755
--- a/csv-aggregator/pack.sh
+++ b/csv-aggregator/pack.sh
@@ -43,6 +43,9 @@ cp merge.sql $tempDir
 echo "Merge files..."
 (cd $tempDir; clickhouse local --queries-file merge.sql)
 
+ls -l $tempDir/result/raw.csv
+ls -l $tempDir/result/deduplicated.csv
+
 mv $tempDir/result/raw.csv "$tempDir/tw-rental-data/${targetName}-raw.csv"
 (cd $tempDir; zip -r "[$targetName][CSV][Raw] TW-Rental-Data.zip" tw-rental-data; mv tw-rental-data/*.csv ./result)
 
diff --git a/ui/assets/stats/2020.json b/ui/assets/stats/2020.json
index 2e1f085f..ef86a4ed 100644
--- a/ui/assets/stats/2020.json
+++ b/ui/assets/stats/2020.json
@@ -10,8 +10,8 @@
           {"name": "591", "count": 1285681}
       ],
       "files": [
-        {"format": "csv", "size_byte":   454731213, "download_url": "http://bit.ly/tw-rental-data-2020-raw-csv"},
-        {"format": "json", "size_byte": 2660914792, "download_url": "http://bit.ly/tw-rental-data-2020-raw-json"}
+        {"format": "csv", "size_byte":   454731213, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 2660914792, "download_url": { "isS3": true }}
       ],
       "comment": ""
     },
@@ -25,8 +25,8 @@
           {"name": "591", "count": 826718}
       ],
       "files": [
-        {"format": "csv", "size_byte":   284934216, "download_url": "http://bit.ly/tw-rental-data-2020-dedup-csv"},
-        {"format": "json", "size_byte": 1708650356, "download_url": "http://bit.ly/tw-rental-data-2020-dedup-json"}
+        {"format": "csv", "size_byte":   284934216, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 1708650356, "download_url": { "isS3": true }}
       ],
       "comment": ""
     }
@@ -42,8 +42,8 @@
           {"name": "591", "count": 334876}
       ],
       "files": [
-        {"format": "csv", "size_byte":  126456849, "download_url": "http://bit.ly/tw-rental-data-2020-Q1-raw-csv"},
-        {"format": "json", "size_byte": 692445549, "download_url": "http://bit.ly/tw-rental-data-2020-Q1-raw-json"}
+        {"format": "csv", "size_byte":  126456849, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 692445549, "download_url": { "isS3": true }}
       ]
     },
     {
@@ -56,8 +56,8 @@
           {"name": "591", "count": 238680}
       ],
       "files": [
-        {"format": "csv", "size_byte": 352865876, "download_url": "http://bit.ly/tw-rental-data-2020-Q1-dedup-csv"},
-        {"format": "json", "size_byte": 492679283, "download_url": "http://bit.ly/tw-rental-data-2020-Q1-dedup-json"}
+        {"format": "csv", "size_byte": 352865876, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 492679283, "download_url": { "isS3": true }}
       ]
     },
     {
@@ -70,8 +70,8 @@
           {"name": "591", "count": 385231}
       ],
       "files": [
-        {"format": "csv", "size_byte":  135597419, "download_url": "http://bit.ly/tw-rental-data-2020-Q2-raw-csv"},
-        {"format": "json", "size_byte": 796677029, "download_url": "http://bit.ly/tw-rental-data-2020-Q2-raw-json"}
+        {"format": "csv", "size_byte":  135597419, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 796677029, "download_url": { "isS3": true }}
       ]
     },
     {
@@ -84,8 +84,8 @@
           {"name": "591", "count": 269997}
       ],
       "files": [
-        {"format": "csv", "size_byte":   92350551, "download_url": "http://bit.ly/tw-rental-data-2020-Q2-dedup-csv"},
-        {"format": "json", "size_byte": 557429946, "download_url": "http://bit.ly/tw-rental-data-2020-Q2-dedup-json"}
+        {"format": "csv", "size_byte":   92350551, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 557429946, "download_url": { "isS3": true }}
       ]
     },
     {
@@ -98,8 +98,8 @@
           {"name": "591", "count": 380161}
       ],
       "files": [
-        {"format": "csv", "size_byte":  134008644, "download_url": "http://bit.ly/tw-rental-data-2020-Q3-raw-csv"},
-        {"format": "json", "size_byte": 786560494, "download_url": "http://bit.ly/tw-rental-data-2020-Q3-raw-json"}
+        {"format": "csv", "size_byte":  134008644, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 786560494, "download_url": { "isS3": true }}
       ]
     },
     {
@@ -112,8 +112,8 @@
           {"name": "591", "count": 271188}
       ],
       "files": [
-        {"format": "csv", "size_byte":   92886480, "download_url": "http://bit.ly/tw-rental-data-2020-Q3-dedup-csv"},
-        {"format": "json", "size_byte": 560118715, "download_url": "http://bit.ly/tw-rental-data-2020-Q3-dedup-json"}
+        {"format": "csv", "size_byte":   92886480, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 560118715, "download_url": { "isS3": true }}
       ]
     },
     {
@@ -126,8 +126,8 @@
           {"name": "591", "count": 366093}
       ],
       "files": [
-        {"format": "csv", "size_byte":  129875785, "download_url": "http://bit.ly/tw-rental-data-2020-Q4-raw-csv"},
-        {"format": "json", "size_byte": 758104222, "download_url": "http://bit.ly/tw-rental-data-2020-Q4-raw-json"}
+        {"format": "csv", "size_byte":  129875785, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 758104222, "download_url": { "isS3": true }}
       ]
     },
     {
@@ -140,8 +140,8 @@
           {"name": "591", "count": 257815}
       ],
       "files": [
-        {"format": "csv", "size_byte":  88936239, "download_url": "http://bit.ly/tw-rental-data-2020-Q4-dedup-csv"},
-        {"format": "json", "size_byte": 532989653, "download_url": "http://bit.ly/tw-rental-data-2020-Q4-dedup-json"}
+        {"format": "csv", "size_byte":  88936239, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 532989653, "download_url": { "isS3": true }}
       ]
     }
   ],
@@ -156,8 +156,8 @@
             {"name": "591", "count": 129114}
         ],
         "files": [
-          {"format": "csv", "size_byte":   45157668, "download_url": "http://bit.ly/tw-rental-data-2020-01-raw-csv"},
-          {"format": "json", "size_byte": 266785175, "download_url": "http://bit.ly/tw-rental-data-2020-01-raw-json"}
+          {"format": "csv", "size_byte":   45157668, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 266785175, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -171,8 +171,8 @@
             {"name": "591", "count": 100425}
         ],
         "files": [
-          {"format": "csv", "size_byte":   34079504, "download_url": "http://bit.ly/tw-rental-data-2020-01-dedup-csv"},
-          {"format": "json", "size_byte": 207105796, "download_url": "http://bit.ly/tw-rental-data-2020-01-dedup-json"}
+          {"format": "csv", "size_byte":   34079504, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 207105796, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -186,8 +186,8 @@
             {"name": "591", "count": 143264}
         ],
         "files": [
-          {"format": "csv", "size_byte":  50168802, "download_url": "http://bit.ly/tw-rental-data-2020-02-raw-csv"},
-          {"format": "json", "size_byte": 296090982, "download_url": "http://bit.ly/tw-rental-data-2020-02-raw-json"}
+          {"format": "csv", "size_byte":  50168802, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 296090982, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -201,8 +201,8 @@
             {"name": "591", "count": 115642}
         ],
         "files": [
-          {"format": "csv", "size_byte": 39316873, "download_url": "http://bit.ly/tw-rental-data-2020-02-dedup-csv"},
-          {"format": "json", "size_byte": 238556133, "download_url": "http://bit.ly/tw-rental-data-2020-02-dedup-json"}
+          {"format": "csv", "size_byte": 39316873, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 238556133, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -216,8 +216,8 @@
             {"name": "591", "count": 170735}
         ],
         "files": [
-          {"format": "csv", "size_byte": 59798293, "download_url": "http://bit.ly/tw-rental-data-2020-03-raw-csv"},
-          {"format": "json", "size_byte": 352865876, "download_url": "http://bit.ly/tw-rental-data-2020-03-raw-json"}
+          {"format": "csv", "size_byte": 59798293, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 352865876, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -231,8 +231,8 @@
             {"name": "591", "count": 133329}
         ],
         "files": [
-          {"format": "csv", "size_byte":   45314326, "download_url": "http://bit.ly/tw-rental-data-2020-03-dedup-csv"},
-          {"format": "json", "size_byte": 275028324, "download_url": "http://bit.ly/tw-rental-data-2020-03-dedup-json"}
+          {"format": "csv", "size_byte":   45314326, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 275028324, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -246,8 +246,8 @@
             {"name": "591", "count": 169102}
         ],
         "files": [
-          {"format": "csv", "size_byte": 59218473, "download_url": "http://bit.ly/tw-rental-data-2020-04-raw-csv"},
-          {"format": "json", "size_byte": 349450489, "download_url": "http://bit.ly/tw-rental-data-2020-04-raw-json"}
+          {"format": "csv", "size_byte": 59218473, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 349450489, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -261,8 +261,8 @@
             {"name": "591", "count": 131845}
         ],
         "files": [
-          {"format": "csv", "size_byte":   44803192, "download_url": "http://bit.ly/tw-rental-data-2020-04-dedup-csv"},
-          {"format": "json", "size_byte": 271940497, "download_url": "http://bit.ly/tw-rental-data-2020-04-dedup-json"}
+          {"format": "csv", "size_byte":   44803192, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 271940497, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -276,8 +276,8 @@
             {"name": "591", "count": 174726}
         ],
         "files": [
-          {"format": "csv", "size_byte": 61204437, "download_url": "http://bit.ly/tw-rental-data-2020-05-raw-csv"},
-          {"format": "json", "size_byte": 361104156, "download_url": "http://bit.ly/tw-rental-data-2020-05-raw-json"}
+          {"format": "csv", "size_byte": 61204437, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 361104156, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -291,8 +291,8 @@
             {"name": "591", "count": 134563}
         ],
         "files": [
-          {"format": "csv", "size_byte":  45745320, "download_url": "http://bit.ly/tw-rental-data-2020-05-dedup-csv"},
-          {"format": "json", "size_byte": 277586686, "download_url": "http://bit.ly/tw-rental-data-2020-05-dedup-json"}
+          {"format": "csv", "size_byte":  45745320, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 277586686, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -306,8 +306,8 @@
             {"name": "591", "count": 168115}
         ],
         "files": [
-          {"format": "csv", "size_byte": 58956597, "download_url": "http://bit.ly/tw-rental-data-2020-06-raw-csv"},
-          {"format": "json", "size_byte": 347560217, "download_url": "http://bit.ly/tw-rental-data-2020-06-raw-json"}
+          {"format": "csv", "size_byte": 58956597, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 347560217, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -321,8 +321,8 @@
             {"name": "591", "count": 131907}
         ],
         "files": [
-          {"format": "csv", "size_byte":   44882562, "download_url": "http://bit.ly/tw-rental-data-2020-06-dedup-csv"},
-          {"format": "json", "size_byte": 272186079, "download_url": "http://bit.ly/tw-rental-data-2020-06-dedup-json"}
+          {"format": "csv", "size_byte":   44882562, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 272186079, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -336,8 +336,8 @@
             {"name": "591", "count": 170543}
         ],
         "files": [
-          {"format": "csv", "size_byte": 59808733, "download_url": "http://bit.ly/tw-rental-data-2020-07-raw-csv"},
-          {"format": "json", "size_byte": 352609352, "download_url": "http://bit.ly/tw-rental-data-2020-07-raw-json"}
+          {"format": "csv", "size_byte": 59808733, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 352609352, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -351,8 +351,8 @@
             {"name": "591", "count": 134329}
         ],
         "files": [
-          {"format": "csv", "size_byte":   45710914, "download_url": "http://bit.ly/tw-rental-data-2020-07-dedup-csv"},
-          {"format": "json", "size_byte": 277201480, "download_url": "http://bit.ly/tw-rental-data-2020-07-dedup-json"}
+          {"format": "csv", "size_byte":   45710914, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 277201480, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -366,8 +366,8 @@
             {"name": "591", "count": 168450}
         ],
         "files": [
-          {"format": "csv", "size_byte": 348305241, "download_url": "http://bit.ly/tw-rental-data-2020-08-raw-csv"},
-          {"format": "json", "size_byte": 348305241, "download_url": "http://bit.ly/tw-rental-data-2020-08-raw-json"}
+          {"format": "csv", "size_byte": 348305241, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 348305241, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -381,8 +381,8 @@
             {"name": "591", "count": 132469}
         ],
         "files": [
-          {"format": "csv", "size_byte":   45064826, "download_url": "http://bit.ly/tw-rental-data-2020-08-dedup-csv"},
-          {"format": "json", "size_byte": 273366338, "download_url": "http://bit.ly/tw-rental-data-2020-08-dedup-json"}
+          {"format": "csv", "size_byte":   45064826, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 273366338, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -396,8 +396,8 @@
             {"name": "591", "count": 161185}
         ],
         "files": [
-          {"format": "csv", "size_byte": 56602782, "download_url": "http://bit.ly/tw-rental-data-2020-09-raw-csv"},
-          {"format": "json", "size_byte": 333324801, "download_url": "http://bit.ly/tw-rental-data-2020-09-raw-json"}
+          {"format": "csv", "size_byte": 56602782, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 333324801, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -411,8 +411,8 @@
             {"name": "591", "count": 125815}
         ],
         "files": [
-          {"format": "csv", "size_byte":   42860375, "download_url": "http://bit.ly/tw-rental-data-2020-09-dedup-csv"},
-          {"format": "json", "size_byte": 259676937, "download_url": "http://bit.ly/tw-rental-data-2020-09-dedup-json"}
+          {"format": "csv", "size_byte":   42860375, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 259676937, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -426,8 +426,8 @@
             {"name": "591", "count": 162858}
         ],
         "files": [
-          {"format": "csv", "size_byte":   57314984, "download_url": "http://bit.ly/tw-rental-data-2020-10-raw-csv"},
-          {"format": "json", "size_byte": 336866283, "download_url": "http://bit.ly/tw-rental-data-2020-10-raw-json"}
+          {"format": "csv", "size_byte":   57314984, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 336866283, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -441,8 +441,8 @@
             {"name": "591", "count": 126773}
         ],
         "files": [
-          {"format": "csv", "size_byte":   43295178, "download_url": "http://bit.ly/tw-rental-data-2020-10-dedup-csv"},
-          {"format": "json", "size_byte": 261719952, "download_url": "http://bit.ly/tw-rental-data-2020-10-dedup-json"}
+          {"format": "csv", "size_byte":   43295178, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 261719952, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -456,8 +456,8 @@
             {"name": "591", "count": 159694}
         ],
         "files": [
-          {"format": "csv", "size_byte": 56429557, "download_url": "http://bit.ly/tw-rental-data-2020-11-raw-csv"},
-          {"format": "json", "size_byte": 330535305, "download_url": "http://bit.ly/tw-rental-data-2020-11-raw-json"}
+          {"format": "csv", "size_byte": 56429557, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 330535305, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -471,8 +471,8 @@
             {"name": "591", "count": 123428}
         ],
         "files": [
-          {"format": "csv", "size_byte":  42333912, "download_url": "http://bit.ly/tw-rental-data-2020-11-dedup-csv"},
-          {"format": "json", "size_byte": 254986016, "download_url": "http://bit.ly/tw-rental-data-2020-11-dedup-json"}
+          {"format": "csv", "size_byte":  42333912, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 254986016, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -486,8 +486,8 @@
             {"name": "591", "count": 160948}
         ],
         "files": [
-          {"format": "csv", "size_byte": 57007509, "download_url": "http://bit.ly/tw-rental-data-2020-12-raw-csv"},
-          {"format": "json", "size_byte": 333255381, "download_url": "http://bit.ly/tw-rental-data-2020-12-raw-json"}
+          {"format": "csv", "size_byte": 57007509, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 333255381, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -501,8 +501,8 @@
             {"name": "591", "count": 124471}
         ],
         "files": [
-          {"format": "csv", "size_byte":  42824330, "download_url": "http://bit.ly/tw-rental-data-2020-12-dedup-csv"},
-          {"format": "json", "size_byte": 257253241, "download_url": "http://bit.ly/tw-rental-data-2020-12-dedup-json"}
+          {"format": "csv", "size_byte":  42824330, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 257253241, "download_url": { "isS3": true }}
         ],
         "comment": ""
       }
diff --git a/ui/assets/stats/2021.json b/ui/assets/stats/2021.json
index 0a65f929..d3303dc2 100644
--- a/ui/assets/stats/2021.json
+++ b/ui/assets/stats/2021.json
@@ -14,7 +14,10 @@
         {"format": "csv", "size_byte":   410321284, "download_url": { "isS3": true }},
         {"format": "json", "size_byte": 2378275777, "download_url": { "isS3": true }}
       ],
-      "comment": ""
+      "comment": [
+        "爬蟲在 2 月曾出現資料錯誤，將會影響部份物件的新增與更新日期，詳細資訊請參見[部落格](/blog/tag/%E8%B3%87%E6%96%99%E9%8C%AF%E8%AA%A4/)",
+        "爬蟲在 6/17 - 10/30 期間沒有完整執行，估計遺失 39% 的物件，詳情[請見影響評估](/blog/post/data-issue-2021-01)"
+      ]
     },
     {
       "schema_ver": "1.0.0",
@@ -29,7 +32,10 @@
         {"format": "csv", "size_byte":   285385766, "download_url": { "isS3": true }},
         {"format": "json", "size_byte": 1700724070, "download_url": { "isS3": true }}
       ],
-      "comment": ""
+      "comment": [
+        "爬蟲在 2 月曾出現資料錯誤，將會影響部份物件的新增與更新日期，詳細資訊請參見[部落格](/blog/tag/%E8%B3%87%E6%96%99%E9%8C%AF%E8%AA%A4/)",
+        "爬蟲在 6/17 - 10/30 期間沒有完整執行，估計遺失 39% 的物件，詳情[請見影響評估](/blog/post/data-issue-2021-01)"
+      ]
     }
   ],
   "quarterly": [
@@ -43,8 +49,8 @@
           {"name": "591", "count": 343773}
       ],
       "files": [
-        {"format": "csv", "size_byte":  122163781, "download_url": "http://bit.ly/tw-rental-data-2021-Q1-raw-csv"},
-        {"format": "json", "size_byte": 712151409, "download_url": "http://bit.ly/tw-rental-data-2021-Q1-raw-json"}
+        {"format": "csv", "size_byte":  122163781, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 712151409, "download_url": { "isS3": true }}
       ],
       "comment": "爬蟲在 2 月曾出現資料錯誤，將會影響部份物件的新增與更新日期，詳細資訊請參見[部落格](/blog/tag/%E8%B3%87%E6%96%99%E9%8C%AF%E8%AA%A4/)"
     },
@@ -58,8 +64,8 @@
           {"name": "591", "count": 246232}
       ],
       "files": [
-        {"format": "csv", "size_byte":   85158890, "download_url": "http://bit.ly/tw-rental-data-2021-Q1-dedup-csv"},
-        {"format": "json", "size_byte": 509272899, "download_url": "http://bit.ly/tw-rental-data-2021-Q1-dedup-json"}
+        {"format": "csv", "size_byte":   85158890, "download_url": { "isS3": true }},
+        {"format": "json", "size_byte": 509272899, "download_url": { "isS3": true }}
       ],
       "comment": "爬蟲在 2 月曾出現資料錯誤，將會影響部份物件的新增與更新日期，詳細資訊請參見[部落格](/blog/tag/%E8%B3%87%E6%96%99%E9%8C%AF%E8%AA%A4/)"
     },
@@ -165,8 +171,8 @@
             {"name": "591", "count": 157416}
         ],
         "files": [
-          {"format": "csv", "size_byte":   55776559, "download_url": "http://bit.ly/tw-rentaldata-2021-01-raw-csv"},
-          {"format": "json", "size_byte": 325953131, "download_url": "http://bit.ly/tw-rental-data-2021-01-raw-json"}
+          {"format": "csv", "size_byte":   55776559, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 325953131, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -180,8 +186,8 @@
             {"name": "591", "count": 122008}
         ],
         "files": [
-          {"format": "csv", "size_byte":   41982752, "download_url": "http://bit.ly/tw-rentaldata-2021-01-dedup-csv"},
-          {"format": "json", "size_byte": 252163294, "download_url": "http://bit.ly/tw-rental-data-2021-01-dedup-json"}
+          {"format": "csv", "size_byte":   41982752, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 252163294, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -195,8 +201,8 @@
             {"name": "591", "count": 137367}
         ],
         "files": [
-          {"format": "csv", "size_byte":   48496230, "download_url": "http://bit.ly/tw-rental-data-2021-02-raw-csv"},
-          {"format": "json", "size_byte": 284314508, "download_url": "http://bit.ly/tw-rental-data-2021-02-raw-json"}
+          {"format": "csv", "size_byte":   48496230, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 284314508, "download_url": { "isS3": true }}
         ],
         "comment": "爬蟲在 [2/20 - 2/23 期間沒有完整執行](/blog/post/data-issue-2021-00)，只在這 4 天出現的物件可能會消失，其他物件在這段期間的新增、刪除、修改，也可能會有時間登記錯誤的問題。"
       },
@@ -210,8 +216,8 @@
             {"name": "591", "count": 108074}
         ],
         "files": [
-          {"format": "csv", "size_byte":   37063844, "download_url": "http://bit.ly/tw-rental-data-2021-02-dedup-csv"},
-          {"format": "json", "size_byte": 223276613, "download_url": "http://bit.ly/tw-rental-data-2021-02-dedup-json"}
+          {"format": "csv", "size_byte":   37063844, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 223276613, "download_url": { "isS3": true }}
         ],
         "comment": "爬蟲在 [2/20 - 2/23 期間沒有完整執行](/blog/post/data-issue-2021-00)，只在這 4 天出現的物件可能會消失，其他物件在這段期間的新增、刪除、修改，也可能會有時間登記錯誤的問題。"
       },
@@ -225,8 +231,8 @@
             {"name": "591", "count": 161679}
         ],
         "files": [
-          {"format": "csv", "size_byte":   57250461, "download_url": "http://bit.ly/tw-rental-data-2021-03-raw-csv"},
-          {"format": "json", "size_byte": 334796242, "download_url": "http://bit.ly/tw-rental-data-2021-03-raw-json"}
+          {"format": "csv", "size_byte":   57250461, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 334796242, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -240,8 +246,8 @@
             {"name": "591", "count": 129362}
         ],
         "files": [
-          {"format": "csv", "size_byte":   44532070, "download_url": "http://bit.ly/tw-rental-data-2021-03-dedup-csv"},
-          {"format": "json", "size_byte": 267407088, "download_url": "http://bit.ly/tw-rental-data-2021-03-dedup-json"}
+          {"format": "csv", "size_byte":   44532070, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 267407088, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -255,8 +261,8 @@
             {"name": "591", "count": 159624}
         ],
         "files": [
-          {"format": "csv", "size_byte":   56501119, "download_url": "http://bit.ly/tw-rental-data-2021-04-raw-csv"},
-          {"format": "json", "size_byte": 330544392, "download_url": "http://bit.ly/tw-rental-data-2021-04-raw-json"}
+          {"format": "csv", "size_byte":   56501119, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 330544392, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -270,8 +276,8 @@
             {"name": "591", "count": 126265}
         ],
         "files": [
-          {"format": "csv", "size_byte":   43418967, "download_url": "http://bit.ly/tw-rental-data-2021-04-dedup-csv"},
-          {"format": "json", "size_byte": 260985441, "download_url": "http://bit.ly/tw-rental-data-2021-04-dedup-json"}
+          {"format": "csv", "size_byte":   43418967, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 260985441, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -285,8 +291,8 @@
             {"name": "591", "count": 148521}
         ],
         "files": [
-          {"format": "csv", "size_byte":   52604899, "download_url": "http://bit.ly/tw-rental-data-2021-05-raw-csv"},
-          {"format": "json", "size_byte": 307625181, "download_url": "http://bit.ly/tw-rental-data-2021-05-raw-json"}
+          {"format": "csv", "size_byte":   52604899, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 307625181, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
@@ -300,8 +306,8 @@
             {"name": "591", "count": 117272}
         ],
         "files": [
-          {"format": "csv", "size_byte":   40349266, "download_url": "http://bit.ly/tw-rental-data-2021-05-dedup-csv"},
-          {"format": "json", "size_byte": 242449922, "download_url": "http://bit.ly/tw-rental-data-2021-05-dedup-json"}
+          {"format": "csv", "size_byte":   40349266, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 242449922, "download_url": { "isS3": true }}
         ],
         "comment": ""
       },
diff --git a/ui/assets/stats/2023.json b/ui/assets/stats/2023.json
index c588fb0d..f6bb18cd 100644
--- a/ui/assets/stats/2023.json
+++ b/ui/assets/stats/2023.json
@@ -1,6 +1,40 @@
 {
   "year": 2023,
   "annual": [
+    {
+      "schema_ver": "1.0.0",
+      "data_ver": "0.3",
+      "time": "1",
+      "type": "原始資料",
+      "total_count": 1501986,
+      "sources": [
+          {"name": "591", "count": 1501986}
+      ],
+      "files": [
+        {"format": "csv", "size_byte":   654302780, "download_url": { "isS3": true }}
+      ],
+      "comment": [
+        "爬蟲在 3-4 月曾出現資料錯誤，將會影響部份物件的新增與更新日期，詳細資訊請參見[部落格](/blog/post/data-issue-2023-00)",
+        "爬蟲在 10 月曾出現資料錯誤，將會影響部份物件的新增與更新日期，詳細資訊請參見[部落格](/blog/post/data-issue-2023-01)"
+      ]
+    },
+    {
+      "schema_ver": "1.0.0",
+      "data_ver": "0.3",
+      "time": "1",
+      "type": "消除重複住宅",
+      "total_count": 1003599,
+      "sources": [
+          {"name": "591", "count": 1003599}
+      ],
+      "files": [
+        {"format": "csv", "size_byte":   416900306, "download_url": { "isS3": true }}
+      ],
+      "comment": [
+        "爬蟲在 3-4 月曾出現資料錯誤，將會影響部份物件的新增與更新日期，詳細資訊請參見[部落格](/blog/post/data-issue-2023-00)",
+        "爬蟲在 10 月曾出現資料錯誤，將會影響部份物件的新增與更新日期，詳細資訊請參見[部落格](/blog/post/data-issue-2023-01)"
+      ]
+    }
   ],
   "quarterly": [
     {
@@ -86,6 +120,34 @@
         {"format": "csv", "size_byte":  131518367, "download_url": { "isS3": true }}
       ],
       "comment": ""
+    },
+    {
+      "schema_ver": "1.0.0",
+      "data_ver": "0.3",
+      "time": "4",
+      "type": "原始資料",
+      "total_count": 427514,
+      "sources": [
+          {"name": "591", "count": 427514}
+      ],
+      "files": [
+        {"format": "csv", "size_byte":  185966599, "download_url": { "isS3": true }}
+      ],
+      "comment": "爬蟲在 10 月曾出現資料錯誤，將會影響部份物件的新增與更新日期，詳細資訊請參見[部落格](/blog/post/data-issue-2023-01)"
+    },
+    {
+      "schema_ver": "1.0.0",
+      "data_ver": "0.3",
+      "time": "4",
+      "type": "消除重複住宅",
+      "total_count": 322542,
+      "sources": [
+          {"name": "591", "count": 322542}
+      ],
+      "files": [
+        {"format": "csv", "size_byte":  133753230, "download_url": { "isS3": true }}
+      ],
+      "comment": "爬蟲在 10 月曾出現資料錯誤，將會影響部份物件的新增與更新日期，詳細資訊請參見[部落格](/blog/post/data-issue-2023-01)"
     }
   ],
   "monthly": [
@@ -418,6 +480,36 @@
           {"format": "json", "size_byte": 319232964, "download_url": { "isS3": true }}
         ],
         "comment": ""
+      },
+      {
+        "schema_ver": "1.0.0",
+        "data_ver": "0.2",
+        "time": "12",
+        "type": "原始資料",
+        "total_count": 197126,
+        "sources": [
+            {"name": "591", "count": 197126}
+        ],
+        "files": [
+          {"format": "csv", "size_byte":   74175207, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 412202367, "download_url": { "isS3": true }}
+        ],
+        "comment": ""
+      },
+      {
+        "schema_ver": "1.0.0",
+        "data_ver": "0.2",
+        "time": "12",
+        "type": "消除重複住宅",
+        "total_count": 151950,
+        "sources": [
+            {"name": "591", "count": 151950}
+        ],
+        "files": [
+          {"format": "csv", "size_byte":   54785172, "download_url": { "isS3": true }},
+          {"format": "json", "size_byte": 316207681, "download_url": { "isS3": true }}
+        ],
+        "comment": ""
       }
   ]
 }
diff --git a/ui/libs/defs.js b/ui/libs/defs.js
index 8494ff3e..04173494 100644
--- a/ui/libs/defs.js
+++ b/ui/libs/defs.js
@@ -1 +1 @@
-export const S3_BASE = 'https://tw-rental-data.s3.us-west-2.amazonaws.com/'
+export const S3_BASE = 'https://twrh.s3.ap-northeast-3.amazonaws.com/'