以前、「Amazonのランキングの不思議」ということで、順位付けのアルゴリズムを分析している本の紹介をしました。最近、拙著「Rubyによるクローラー開発技法」が、在庫20冊以下になり残数が表示されるようになりました。そこで、順位と在庫数を15分おきに取得して、その関係を見てみました。
生データ
生のデータを、そのまま置きます。興味がある人は、考察してください。
データの収集には、KimonoLabsを利用しています。使い方は、こちらを見てください。
| Version | Date | 順位 | 在庫 | 増減 | |
|---|---|---|---|---|---|
| 2 | Fri Jan 09 2015 22:25:40 GMT+0000 (UTC) | 3657 | 16 | ||
| 3 | Fri Jan 09 2015 22:42:26 GMT+0000 (UTC) | 3763 | 16 | ||
| 4 | Fri Jan 09 2015 22:58:40 GMT+0000 (UTC) | 3763 | 17 | 1 | |
| 5 | Fri Jan 09 2015 23:14:45 GMT+0000 (UTC) | 3763 | 17 | ||
| 6 | Fri Jan 09 2015 23:30:43 GMT+0000 (UTC) | 3888 | 17 | ||
| 7 | Fri Jan 09 2015 23:46:42 GMT+0000 (UTC) | 3888 | 17 | ||
| 8 | Sat Jan 10 2015 00:02:55 GMT+0000 (UTC) | 3888 | 17 | ||
| 9 | Sat Jan 10 2015 00:18:50 GMT+0000 (UTC) | 3888 | 17 | ||
| 10 | Sat Jan 10 2015 00:35:19 GMT+0000 (UTC) | 4118 | 17 | ||
| 11 | Sat Jan 10 2015 00:51:38 GMT+0000 (UTC) | 4118 | 17 | ||
| 12 | Sat Jan 10 2015 01:07:24 GMT+0000 (UTC) | 4118 | 17 | ||
| 13 | Sat Jan 10 2015 01:23:33 GMT+0000 (UTC) | 4118 | 17 | ||
| 14 | Sat Jan 10 2015 01:39:34 GMT+0000 (UTC) | 4474 | 17 | ||
| 15 | Sat Jan 10 2015 01:55:31 GMT+0000 (UTC) | 4474 | 17 | ||
| 16 | Sat Jan 10 2015 02:11:40 GMT+0000 (UTC) | 4474 | 17 | ||
| 17 | Sat Jan 10 2015 02:27:57 GMT+0000 (UTC) | 4943 | 17 | ||
| 18 | Sat Jan 10 2015 02:44:21 GMT+0000 (UTC) | 4943 | 17 | ||
| 19 | Sat Jan 10 2015 03:00:33 GMT+0000 (UTC) | 4943 | 17 | ||
| 20 | Sat Jan 10 2015 03:15:48 GMT+0000 (UTC) | 4943 | 17 | ||
| 21 | Sat Jan 10 2015 03:31:45 GMT+0000 (UTC) | 5574 | 17 | ||
| 22 | Sat Jan 10 2015 03:48:01 GMT+0000 (UTC) | 5574 | 17 | ||
| 23 | Sat Jan 10 2015 04:04:00 GMT+0000 (UTC) | 5574 | 17 | ||
| 24 | Sat Jan 10 2015 04:19:48 GMT+0000 (UTC) | 5574 | 17 | ||
| 25 | Sat Jan 10 2015 04:35:55 GMT+0000 (UTC) | 6262 | 17 | ||
| 26 | Sat Jan 10 2015 04:52:17 GMT+0000 (UTC) | 6262 | 17 | ||
| 27 | Sat Jan 10 2015 05:08:22 GMT+0000 (UTC) | 6262 | 17 | ||
| 28 | Sat Jan 10 2015 05:24:27 GMT+0000 (UTC) | 6262 | 17 | ||
| 29 | Sat Jan 10 2015 05:40:43 GMT+0000 (UTC) | 6968 | 17 | ||
| 30 | Sat Jan 10 2015 05:56:21 GMT+0000 (UTC) | 6968 | 16 | -1 | |
| 31 | Sat Jan 10 2015 06:12:35 GMT+0000 (UTC) | 6968 | 16 | ||
| 32 | Sat Jan 10 2015 06:28:41 GMT+0000 (UTC) | 6968 | 16 | ||
| 33 | Sat Jan 10 2015 06:44:53 GMT+0000 (UTC) | 7691 | 16 | ||
| 34 | Sat Jan 10 2015 07:00:59 GMT+0000 (UTC) | 7691 | 16 | ||
| 35 | Sat Jan 10 2015 07:17:06 GMT+0000 (UTC) | 7691 | 16 | ||
| 36 | Sat Jan 10 2015 07:33:07 GMT+0000 (UTC) | 5121 | 16 | ||
| 37 | Sat Jan 10 2015 07:48:59 GMT+0000 (UTC) | 5121 | 16 | ||
| 38 | Sat Jan 10 2015 08:04:57 GMT+0000 (UTC) | 5121 | 16 | ||
| 39 | Sat Jan 10 2015 08:21:10 GMT+0000 (UTC) | 5121 | 16 | ||
| 40 | Sat Jan 10 2015 08:37:13 GMT+0000 (UTC) | 5684 | 16 | ||
| 41 | Sat Jan 10 2015 08:53:20 GMT+0000 (UTC) | 5684 | 16 | ||
| 42 | Sat Jan 10 2015 09:09:26 GMT+0000 (UTC) | 5684 | 16 | ||
| 43 | Sat Jan 10 2015 09:25:22 GMT+0000 (UTC) | 5684 | 16 | ||
| 44 | Sat Jan 10 2015 09:41:33 GMT+0000 (UTC) | 6362 | 16 | ||
| 45 | Sat Jan 10 2015 09:57:37 GMT+0000 (UTC) | 6362 | 16 | ||
| 46 | Sat Jan 10 2015 10:13:41 GMT+0000 (UTC) | 6362 | 16 | ||
| 47 | Sat Jan 10 2015 10:29:38 GMT+0000 (UTC) | 7055 | 16 | ||
| 48 | Sat Jan 10 2015 10:45:41 GMT+0000 (UTC) | 7055 | 16 | ||
| 49 | Sat Jan 10 2015 11:01:49 GMT+0000 (UTC) | 7055 | 16 | ||
| 50 | Sat Jan 10 2015 11:17:40 GMT+0000 (UTC) | 7055 | 16 | ||
| 51 | Sat Jan 10 2015 11:35:49 GMT+0000 (UTC) | 7708 | 16 | ||
| 52 | Sat Jan 10 2015 11:52:01 GMT+0000 (UTC) | 7708 | 16 | ||
| 53 | Sat Jan 10 2015 12:08:08 GMT+0000 (UTC) | 7708 | 16 | ||
| 54 | Sat Jan 10 2015 12:24:04 GMT+0000 (UTC) | 8361 | 16 | ||
| 55 | Sat Jan 10 2015 12:39:56 GMT+0000 (UTC) | 8361 | 16 | ||
| 56 | Sat Jan 10 2015 12:56:05 GMT+0000 (UTC) | 8361 | 16 | ||
| 57 | Sat Jan 10 2015 13:12:12 GMT+0000 (UTC) | 8361 | 18 | 2 | |
| 58 | Sat Jan 10 2015 13:28:49 GMT+0000 (UTC) | 8361 | 18 | ||
| 59 | Sat Jan 10 2015 13:44:49 GMT+0000 (UTC) | 9160 | 18 | ||
| 60 | Sat Jan 10 2015 14:00:52 GMT+0000 (UTC) | 9160 | 18 | ||
| 61 | Sat Jan 10 2015 14:16:54 GMT+0000 (UTC) | 9160 | 18 | ||
| 62 | Sat Jan 10 2015 14:33:25 GMT+0000 (UTC) | 10228 | 17 | -1 | |
| 63 | Sat Jan 10 2015 14:49:24 GMT+0000 (UTC) | 10228 | 17 | ||
| 64 | Sat Jan 10 2015 15:05:42 GMT+0000 (UTC) | 10228 | 17 | ||
| 65 | Sat Jan 10 2015 15:21:31 GMT+0000 (UTC) | 10228 | 15 | -2 | |
| 66 | Sat Jan 10 2015 15:37:26 GMT+0000 (UTC) | 11318 | 14 | -1 | |
| 67 | Sat Jan 10 2015 15:53:18 GMT+0000 (UTC) | 11318 | 14 | ||
| 68 | Sat Jan 10 2015 16:09:18 GMT+0000 (UTC) | 11318 | 15 | 1 | |
| 69 | Sat Jan 10 2015 16:25:08 GMT+0000 (UTC) | 7420 | 15 | ||
| 70 | Sat Jan 10 2015 16:43:41 GMT+0000 (UTC) | 7420 | 15 | ||
| 71 | Sat Jan 10 2015 16:59:34 GMT+0000 (UTC) | 7420 | 15 | ||
| 72 | Sat Jan 10 2015 17:15:48 GMT+0000 (UTC) | 7420 | 15 | ||
| 73 | Sat Jan 10 2015 17:31:51 GMT+0000 (UTC) | 5328 | 15 | ||
| 74 | Sat Jan 10 2015 17:47:53 GMT+0000 (UTC) | 5328 | 15 | ||
| 75 | Sat Jan 10 2015 18:03:56 GMT+0000 (UTC) | 5328 | 15 | ||
| 76 | Sat Jan 10 2015 18:19:23 GMT+0000 (UTC) | 5328 | 15 | ||
| 77 | Sat Jan 10 2015 18:35:25 GMT+0000 (UTC) | 5678 | 15 | ||
| 78 | Sat Jan 10 2015 18:51:21 GMT+0000 (UTC) | 5678 | 16 | 1 | |
| 79 | Sat Jan 10 2015 19:07:34 GMT+0000 (UTC) | 5678 | 16 | ||
| 80 | Sat Jan 10 2015 19:23:38 GMT+0000 (UTC) | 5884 | 16 | ||
| 81 | Sat Jan 10 2015 19:39:28 GMT+0000 (UTC) | 5884 | 16 | ||
| 82 | Sat Jan 10 2015 19:55:36 GMT+0000 (UTC) | 5884 | 16 | ||
| 83 | Sat Jan 10 2015 20:12:03 GMT+0000 (UTC) | 5884 | 16 | ||
| 84 | Sat Jan 10 2015 20:28:12 GMT+0000 (UTC) | 5994 | 16 | ||
| 85 | Sat Jan 10 2015 20:44:04 GMT+0000 (UTC) | 5994 | 16 | ||
| 86 | Sat Jan 10 2015 21:00:15 GMT+0000 (UTC) | 5994 | 16 | ||
| 87 | Sat Jan 10 2015 21:16:22 GMT+0000 (UTC) | 5994 | 16 | ||
| 88 | Sat Jan 10 2015 21:32:57 GMT+0000 (UTC) | 6086 | 16 | ||
| 89 | Sat Jan 10 2015 21:49:44 GMT+0000 (UTC) | 6086 | 16 | ||
| 90 | Sat Jan 10 2015 22:06:21 GMT+0000 (UTC) | 6086 | 16 | ||
| 91 | Sat Jan 10 2015 22:22:34 GMT+0000 (UTC) | 6086 | 16 | ||
| 92 | Sat Jan 10 2015 22:38:34 GMT+0000 (UTC) | 6192 | 16 | ||
| 93 | Sat Jan 10 2015 22:54:31 GMT+0000 (UTC) | 6192 | 17 | 1 | |
| 94 | Sat Jan 10 2015 23:10:38 GMT+0000 (UTC) | 6192 | 17 | ||
| 95 | Sat Jan 10 2015 23:26:41 GMT+0000 (UTC) | 6322 | 17 | ||
| 96 | Sat Jan 10 2015 23:42:44 GMT+0000 (UTC) | 6322 | 17 | ||
| 97 | Sat Jan 10 2015 23:58:42 GMT+0000 (UTC) | 6322 | 17 | ||
| 98 | Sun Jan 11 2015 00:14:45 GMT+0000 (UTC) | 6322 | 17 | ||
| 99 | Sun Jan 11 2015 00:31:06 GMT+0000 (UTC) | 6562 | 17 | ||
| 100 | Sun Jan 11 2015 00:47:02 GMT+0000 (UTC) | 6562 | 17 | ||
| 101 | Sun Jan 11 2015 01:03:29 GMT+0000 (UTC) | 6562 | 17 | ||
| 102 | Sun Jan 11 2015 01:19:27 GMT+0000 (UTC) | 6562 | 17 | ||
| 103 | Sun Jan 11 2015 01:35:26 GMT+0000 (UTC) | 6977 | 17 | ||
| 104 | Sun Jan 11 2015 01:51:29 GMT+0000 (UTC) | 6977 | 17 | ||
| 105 | Sun Jan 11 2015 02:07:36 GMT+0000 (UTC) | 6977 | 17 | ||
| 106 | Sun Jan 11 2015 02:23:48 GMT+0000 (UTC) | 6977 | 17 | ||
| 107 | Sun Jan 11 2015 02:39:44 GMT+0000 (UTC) | 7632 | 17 | ||
| 108 | Sun Jan 11 2015 02:55:41 GMT+0000 (UTC) | 7632 | 17 | ||
| 109 | Sun Jan 11 2015 03:11:57 GMT+0000 (UTC) | 7632 | 17 | ||
| 110 | Sun Jan 11 2015 03:28:05 GMT+0000 (UTC) | 8493 | 16 | -1 | |
| 111 | Sun Jan 11 2015 03:44:10 GMT+0000 (UTC) | 8493 | 16 | ||
| 112 | Sun Jan 11 2015 04:00:06 GMT+0000 (UTC) | 8493 | 16 | ||
| 113 | Sun Jan 11 2015 04:16:15 GMT+0000 (UTC) | 8493 | 16 | ||
| 114 | Sun Jan 11 2015 04:32:10 GMT+0000 (UTC) | 9467 | 16 | ||
| 115 | Sun Jan 11 2015 04:48:08 GMT+0000 (UTC) | 9467 | 16 | ||
| 116 | Sun Jan 11 2015 05:04:08 GMT+0000 (UTC) | 9467 | 16 | ||
| 117 | Sun Jan 11 2015 05:20:37 GMT+0000 (UTC) | 9467 | 16 | ||
| 118 | Sun Jan 11 2015 05:36:32 GMT+0000 (UTC) | 6006 | 16 | ||
| 119 | Sun Jan 11 2015 05:52:28 GMT+0000 (UTC) | 6006 | 16 | ||
| 120 | Sun Jan 11 2015 06:08:36 GMT+0000 (UTC) | 6006 | 16 | ||
| 121 | Sun Jan 11 2015 06:24:48 GMT+0000 (UTC) | 6006 | 16 | ||
| 122 | Sun Jan 11 2015 06:40:52 GMT+0000 (UTC) | 6697 | 16 | ||
| 123 | Sun Jan 11 2015 06:56:40 GMT+0000 (UTC) | 6697 | 16 | ||
| 124 | Sun Jan 11 2015 07:12:39 GMT+0000 (UTC) | 6697 | 16 | ||
| 125 | Sun Jan 11 2015 07:28:39 GMT+0000 (UTC) | 6697 | 16 | ||
| 126 | Sun Jan 11 2015 07:44:41 GMT+0000 (UTC) | 7468 | 16 | ||
| 127 | Sun Jan 11 2015 08:00:46 GMT+0000 (UTC) | 7468 | 16 | ||
| 128 | Sun Jan 11 2015 08:16:51 GMT+0000 (UTC) | 7468 | 16 | ||
| 129 | Sun Jan 11 2015 08:32:50 GMT+0000 (UTC) | 8278 | 16 | ||
| 130 | Sun Jan 11 2015 08:48:58 GMT+0000 (UTC) | 8278 | 16 | ||
| 131 | Sun Jan 11 2015 09:05:01 GMT+0000 (UTC) | 8278 | 15 | -1 | |
| 132 | Sun Jan 11 2015 09:21:21 GMT+0000 (UTC) | 8278 | 15 | ||
| 133 | Sun Jan 11 2015 09:37:41 GMT+0000 (UTC) | 9218 | 15 | ||
| 134 | Sun Jan 11 2015 09:53:58 GMT+0000 (UTC) | 9218 | 15 | ||
| 135 | Sun Jan 11 2015 10:10:25 GMT+0000 (UTC) | 9218 | 15 | ||
| 136 | Sun Jan 11 2015 10:26:20 GMT+0000 (UTC) | 9218 | 15 | ||
| 137 | Sun Jan 11 2015 10:42:27 GMT+0000 (UTC) | 5988 | 15 | ||
| 138 | Sun Jan 11 2015 10:59:05 GMT+0000 (UTC) | 5988 | 15 | ||
| 139 | Sun Jan 11 2015 11:15:12 GMT+0000 (UTC) | 5988 | 15 | ||
| 140 | Sun Jan 11 2015 11:31:20 GMT+0000 (UTC) | 6705 | 15 | ||
| 141 | Sun Jan 11 2015 11:47:14 GMT+0000 (UTC) | 6705 | 15 | ||
| 142 | Sun Jan 11 2015 12:03:20 GMT+0000 (UTC) | 6705 | 15 | ||
| 143 | Sun Jan 11 2015 12:19:20 GMT+0000 (UTC) | 6705 | 15 | ||
| 144 | Sun Jan 11 2015 12:35:30 GMT+0000 (UTC) | 7456 | 15 | ||
| 145 | Sun Jan 11 2015 12:51:37 GMT+0000 (UTC) | 7456 | 16 | 1 | |
| 146 | Sun Jan 11 2015 13:07:34 GMT+0000 (UTC) | 7456 | 16 | ||
| 147 | Sun Jan 11 2015 13:23:33 GMT+0000 (UTC) | 7456 | 16 | ||
| 148 | Sun Jan 11 2015 13:39:53 GMT+0000 (UTC) | 8291 | 16 | ||
| 149 | Sun Jan 11 2015 13:55:52 GMT+0000 (UTC) | 8291 | 16 | ||
| 150 | Sun Jan 11 2015 14:12:09 GMT+0000 (UTC) | 8291 | 15 | -1 | |
| 151 | Sun Jan 11 2015 14:28:38 GMT+0000 (UTC) | 9329 | 15 | ||
| 152 | Sun Jan 11 2015 14:44:25 GMT+0000 (UTC) | 9329 | 15 | ||
| 153 | Sun Jan 11 2015 15:00:26 GMT+0000 (UTC) | 9329 | 15 | ||
| 154 | Sun Jan 11 2015 15:16:51 GMT+0000 (UTC) | 9329 | 14 | -1 | |
| 155 | Sun Jan 11 2015 15:33:02 GMT+0000 (UTC) | 10570 | 14 | ||
| 156 | Sun Jan 11 2015 15:49:02 GMT+0000 (UTC) | 10570 | 14 | ||
| 157 | Sun Jan 11 2015 16:05:13 GMT+0000 (UTC) | 10570 | 14 | ||
| 158 | Sun Jan 11 2015 16:21:24 GMT+0000 (UTC) | 10570 | 14 | ||
| 159 | Sun Jan 11 2015 16:37:27 GMT+0000 (UTC) | 7222 | 14 | ||
| 160 | Sun Jan 11 2015 16:53:43 GMT+0000 (UTC) | 7222 | 14 | ||
| 161 | Sun Jan 11 2015 17:09:52 GMT+0000 (UTC) | 7222 | 14 | ||
| 162 | Sun Jan 11 2015 17:25:57 GMT+0000 (UTC) | 7222 | 14 | ||
| 163 | Sun Jan 11 2015 17:42:17 GMT+0000 (UTC) | 7853 | 14 | ||
| 164 | Sun Jan 11 2015 17:58:23 GMT+0000 (UTC) | 7853 | 14 | ||
| 165 | Sun Jan 11 2015 18:14:25 GMT+0000 (UTC) | 7853 | 14 | ||
| 166 | Sun Jan 11 2015 18:30:42 GMT+0000 (UTC) | 8284 | 15 | 1 | |
| 167 | Sun Jan 11 2015 18:46:49 GMT+0000 (UTC) | 8284 | 15 | ||
| 168 | Sun Jan 11 2015 19:02:59 GMT+0000 (UTC) | 8284 | 15 | ||
| 169 | Sun Jan 11 2015 19:18:59 GMT+0000 (UTC) | 8284 | 15 | ||
| 170 | Sun Jan 11 2015 19:35:11 GMT+0000 (UTC) | 8521 | 15 | ||
| 171 | Sun Jan 11 2015 19:51:16 GMT+0000 (UTC) | 8521 | 15 | ||
| 172 | Sun Jan 11 2015 20:07:31 GMT+0000 (UTC) | 8521 | 15 | ||
| 173 | Sun Jan 11 2015 20:23:40 GMT+0000 (UTC) | 8521 | 15 | ||
| 174 | Sun Jan 11 2015 20:39:44 GMT+0000 (UTC) | 8633 | 15 | ||
| 175 | Sun Jan 11 2015 20:55:43 GMT+0000 (UTC) | 8633 | 15 | ||
| 176 | Sun Jan 11 2015 21:11:51 GMT+0000 (UTC) | 8633 | 15 | ||
| 177 | Sun Jan 11 2015 21:28:43 GMT+0000 (UTC) | 8639 | 15 | ||
| 178 | Sun Jan 11 2015 21:45:39 GMT+0000 (UTC) | 8639 | 15 | ||
| 179 | Sun Jan 11 2015 22:01:47 GMT+0000 (UTC) | 8639 | 15 | ||
| 180 | Sun Jan 11 2015 22:19:06 GMT+0000 (UTC) | 8639 | 15 | ||
| 181 | Sun Jan 11 2015 22:36:19 GMT+0000 (UTC) | 8695 | 15 | ||
| 182 | Sun Jan 11 2015 22:52:26 GMT+0000 (UTC) | 8695 | 15 | ||
| 183 | Sun Jan 11 2015 23:08:39 GMT+0000 (UTC) | 8695 | 15 | ||
| 184 | Sun Jan 11 2015 23:24:53 GMT+0000 (UTC) | 8695 | 15 | ||
| 185 | Sun Jan 11 2015 23:40:51 GMT+0000 (UTC) | 8735 | 15 | ||
| 186 | Sun Jan 11 2015 23:56:57 GMT+0000 (UTC) | 8735 | 15 | ||
| 187 | Mon Jan 12 2015 00:13:08 GMT+0000 (UTC) | 8735 | 15 | ||
| 188 | Mon Jan 12 2015 00:29:17 GMT+0000 (UTC) | 8735 | 15 | ||
| 189 | Mon Jan 12 2015 00:45:16 GMT+0000 (UTC) | 8931 | 15 | ||
| 190 | Mon Jan 12 2015 01:01:36 GMT+0000 (UTC) | 8931 | 15 | ||
| 191 | Mon Jan 12 2015 01:17:50 GMT+0000 (UTC) | 8931 | 14 | -1 | |
| 192 | Mon Jan 12 2015 01:33:52 GMT+0000 (UTC) | 9403 | 14 | ||
| 193 | Mon Jan 12 2015 01:49:55 GMT+0000 (UTC) | 9403 | 14 | ||
| 194 | Mon Jan 12 2015 02:06:07 GMT+0000 (UTC) | 9403 | 14 | ||
| 195 | Mon Jan 12 2015 02:22:23 GMT+0000 (UTC) | 9403 | 14 | ||
| 196 | Mon Jan 12 2015 02:38:30 GMT+0000 (UTC) | 10241 | 14 | ||
| 197 | Mon Jan 12 2015 02:54:33 GMT+0000 (UTC) | 10241 | 14 | ||
| 198 | Mon Jan 12 2015 03:10:31 GMT+0000 (UTC) | 10241 | 14 | ||
| 199 | Mon Jan 12 2015 03:26:29 GMT+0000 (UTC) | 10241 | 14 | ||
| 200 | Mon Jan 12 2015 03:42:41 GMT+0000 (UTC) | 6380 | 14 | ||
| 201 | Mon Jan 12 2015 03:59:01 GMT+0000 (UTC) | 6380 | 14 | ||
| 202 | Mon Jan 12 2015 04:15:11 GMT+0000 (UTC) | 6380 | 14 | ||
| 203 | Mon Jan 12 2015 04:31:12 GMT+0000 (UTC) | 7348 | 14 | ||
| 204 | Mon Jan 12 2015 04:47:29 GMT+0000 (UTC) | 7348 | 14 | ||
| 205 | Mon Jan 12 2015 05:03:18 GMT+0000 (UTC) | 7348 | 14 | ||
| 206 | Mon Jan 12 2015 05:19:10 GMT+0000 (UTC) | 7348 | 14 | ||
| 207 | Mon Jan 12 2015 05:35:07 GMT+0000 (UTC) | 8244 | 14 | ||
| 208 | Mon Jan 12 2015 05:51:10 GMT+0000 (UTC) | 8244 | 14 | ||
| 209 | Mon Jan 12 2015 06:07:10 GMT+0000 (UTC) | 8244 | 14 | ||
| 210 | Mon Jan 12 2015 06:23:14 GMT+0000 (UTC) | 8244 | 14 | ||
| 211 | Mon Jan 12 2015 06:39:29 GMT+0000 (UTC) | 9200 | 14 | ||
| 212 | Mon Jan 12 2015 06:55:36 GMT+0000 (UTC) | 9200 | 14 | ||
| 213 | Mon Jan 12 2015 07:11:31 GMT+0000 (UTC) | 9200 | 14 | ||
| 214 | Mon Jan 12 2015 07:27:44 GMT+0000 (UTC) | 9200 | 14 | ||
| 215 | Mon Jan 12 2015 07:43:44 GMT+0000 (UTC) | 10237 | 14 | ||
| 216 | Mon Jan 12 2015 07:59:51 GMT+0000 (UTC) | 10237 | 14 | ||
| 217 | Mon Jan 12 2015 08:15:55 GMT+0000 (UTC) | 10237 | 14 | ||
| 218 | Mon Jan 12 2015 08:31:53 GMT+0000 (UTC) | 11335 | 14 | ||
| 219 | Mon Jan 12 2015 08:48:00 GMT+0000 (UTC) | 11335 | 14 | ||
| 220 | Mon Jan 12 2015 09:03:54 GMT+0000 (UTC) | 11335 | 14 | ||
| 221 | Mon Jan 12 2015 09:19:49 GMT+0000 (UTC) | 11335 | 14 | ||
| 222 | Mon Jan 12 2015 09:36:02 GMT+0000 (UTC) | 12556 | 14 | ||
| 223 | Mon Jan 12 2015 09:52:33 GMT+0000 (UTC) | 12556 | 14 | ||
| 224 | Mon Jan 12 2015 10:08:25 GMT+0000 (UTC) | 12556 | 14 | ||
| 225 | Mon Jan 12 2015 10:24:45 GMT+0000 (UTC) | 12556 | 14 | ||
| 226 | Mon Jan 12 2015 10:41:12 GMT+0000 (UTC) | 13886 | 14 | ||
| 227 | Mon Jan 12 2015 10:57:18 GMT+0000 (UTC) | 13886 | 14 | ||
| 228 | Mon Jan 12 2015 11:13:44 GMT+0000 (UTC) | 13886 | 14 | ||
| 229 | Mon Jan 12 2015 11:30:01 GMT+0000 (UTC) | 15020 | 14 | ||
| 230 | Mon Jan 12 2015 11:45:58 GMT+0000 (UTC) | 15020 | 14 | ||
| 231 | Mon Jan 12 2015 12:01:47 GMT+0000 (UTC) | 15020 | 14 | ||
| 232 | Mon Jan 12 2015 12:18:07 GMT+0000 (UTC) | 15020 | 14 | ||
| 233 | Mon Jan 12 2015 12:34:18 GMT+0000 (UTC) | 16087 | 14 | ||
| 234 | Mon Jan 12 2015 12:50:17 GMT+0000 (UTC) | 16087 | 14 | ||
| 235 | Mon Jan 12 2015 13:06:19 GMT+0000 (UTC) | 16087 | 14 | ||
| 236 | Mon Jan 12 2015 13:22:19 GMT+0000 (UTC) | 16087 | 14 | ||
| 237 | Mon Jan 12 2015 13:38:41 GMT+0000 (UTC) | 17478 | 14 | ||
| 238 | Mon Jan 12 2015 13:54:45 GMT+0000 (UTC) | 17478 | 14 | ||
| 239 | Mon Jan 12 2015 14:11:04 GMT+0000 (UTC) | 17478 | 14 | ||
| 240 | Mon Jan 12 2015 14:26:58 GMT+0000 (UTC) | 17478 | 14 | ||
| 241 | Mon Jan 12 2015 14:43:16 GMT+0000 (UTC) | 19333 | 14 | ||
| 242 | Mon Jan 12 2015 14:59:24 GMT+0000 (UTC) | 19333 | 14 | ||
| 243 | Mon Jan 12 2015 15:15:30 GMT+0000 (UTC) | 19333 | 14 | ||
| 244 | Mon Jan 12 2015 15:31:38 GMT+0000 (UTC) | 21418 | 13 | -1 | |
| 245 | Mon Jan 12 2015 15:47:48 GMT+0000 (UTC) | 21418 | 13 | ||
| 246 | Mon Jan 12 2015 16:03:47 GMT+0000 (UTC) | 21418 | 13 | ||
| 247 | Mon Jan 12 2015 16:19:55 GMT+0000 (UTC) | 21418 | 13 | ||
| 248 | Mon Jan 12 2015 16:35:50 GMT+0000 (UTC) | 23082 | 13 | ||
| 249 | Mon Jan 12 2015 16:52:10 GMT+0000 (UTC) | 23082 | 13 | ||
| 250 | Mon Jan 12 2015 17:08:32 GMT+0000 (UTC) | 23082 | 13 | ||
| 251 | Mon Jan 12 2015 17:24:25 GMT+0000 (UTC) | 23082 | 13 | ||
| 252 | Mon Jan 12 2015 17:40:27 GMT+0000 (UTC) | 23988 | 13 | ||
| 253 | Mon Jan 12 2015 17:56:32 GMT+0000 (UTC) | 23988 | 13 | ||
| 254 | Mon Jan 12 2015 18:12:32 GMT+0000 (UTC) | 23988 | 13 | ||
| 255 | Mon Jan 12 2015 18:28:53 GMT+0000 (UTC) | 24181 | 13 | ||
| 256 | Mon Jan 12 2015 18:45:05 GMT+0000 (UTC) | 24181 | 13 | ||
| 257 | Mon Jan 12 2015 19:01:22 GMT+0000 (UTC) | 24181 | 13 | ||
| 258 | Mon Jan 12 2015 19:17:10 GMT+0000 (UTC) | 24181 | 13 | ||
| 259 | Mon Jan 12 2015 19:33:13 GMT+0000 (UTC) | 23793 | 13 | ||
| 260 | Mon Jan 12 2015 19:49:16 GMT+0000 (UTC) | 23793 | 13 | ||
| 261 | Mon Jan 12 2015 20:07:33 GMT+0000 (UTC) | 23793 | 13 | ||
| 262 | Mon Jan 12 2015 20:24:01 GMT+0000 (UTC) | 23793 | 13 | ||
| 263 | Mon Jan 12 2015 20:40:14 GMT+0000 (UTC) | 23193 | 13 | ||
| 264 | Mon Jan 12 2015 20:56:15 GMT+0000 (UTC) | 23193 | 13 | ||
| 265 | Mon Jan 12 2015 21:12:19 GMT+0000 (UTC) | 23193 | 13 | ||
| 266 | Mon Jan 12 2015 21:28:33 GMT+0000 (UTC) | 22496 | 13 | ||
| 267 | Mon Jan 12 2015 21:46:02 GMT+0000 (UTC) | 22496 | 13 | ||
| 268 | Mon Jan 12 2015 22:04:38 GMT+0000 (UTC) | 22496 | 13 | ||
| 269 | Mon Jan 12 2015 22:20:33 GMT+0000 (UTC) | 22496 | 12 | -1 | |
| 270 | Mon Jan 12 2015 22:37:15 GMT+0000 (UTC) | 21877 | 12 | ||
| 271 | Mon Jan 12 2015 22:53:46 GMT+0000 (UTC) | 21877 | 12 | ||
| 272 | Mon Jan 12 2015 23:10:02 GMT+0000 (UTC) | 21877 | 13 | 1 | |
| 273 | Mon Jan 12 2015 23:26:10 GMT+0000 (UTC) | 21512 | 13 | ||
| 274 | Mon Jan 12 2015 23:41:28 GMT+0000 (UTC) | 21512 | 12 | -1 | |
| 275 | Mon Jan 12 2015 23:56:37 GMT+0000 (UTC) | 21512 | 12 | ||
| 276 | Tue Jan 13 2015 00:11:58 GMT+0000 (UTC) | 21512 | 12 | ||
| 277 | Tue Jan 13 2015 00:27:06 GMT+0000 (UTC) | 21512 | 12 | ||
| 278 | Tue Jan 13 2015 00:43:27 GMT+0000 (UTC) | 9852 | 12 | ||
| 279 | Tue Jan 13 2015 00:59:29 GMT+0000 (UTC) | 9852 | 12 | ||
| 280 | Tue Jan 13 2015 01:14:52 GMT+0000 (UTC) | 9852 | 12 | ||
| 281 | Tue Jan 13 2015 01:30:16 GMT+0000 (UTC) | 5918 | 12 | ||
| 282 | Tue Jan 13 2015 01:45:50 GMT+0000 (UTC) | 5918 | 12 | ||
| 283 | Tue Jan 13 2015 02:01:19 GMT+0000 (UTC) | 5918 | 12 | ||
| 284 | Tue Jan 13 2015 02:17:30 GMT+0000 (UTC) | 5918 | 12 | ||
| 285 | Tue Jan 13 2015 02:33:41 GMT+0000 (UTC) | 6536 | 12 | ||
| 286 | Tue Jan 13 2015 02:49:50 GMT+0000 (UTC) | 6536 | 12 | ||
| 287 | Tue Jan 13 2015 03:05:55 GMT+0000 (UTC) | 6536 | 12 | ||
| 288 | Tue Jan 13 2015 03:21:51 GMT+0000 (UTC) | 6536 | 12 | ||
| 289 | Tue Jan 13 2015 03:38:03 GMT+0000 (UTC) | 7348 | 12 | ||
| 290 | Tue Jan 13 2015 03:54:04 GMT+0000 (UTC) | 7348 | 12 | ||
| 291 | Tue Jan 13 2015 04:10:09 GMT+0000 (UTC) | 7348 | 12 | ||
| 292 | Tue Jan 13 2015 04:26:16 GMT+0000 (UTC) | 7348 | 12 | ||
| 293 | Tue Jan 13 2015 04:42:13 GMT+0000 (UTC) | 8247 | 12 | ||
| 294 | Tue Jan 13 2015 04:58:13 GMT+0000 (UTC) | 8247 | 12 | ||
| 295 | Tue Jan 13 2015 05:14:17 GMT+0000 (UTC) | 8247 | 12 | ||
| 296 | Tue Jan 13 2015 05:30:12 GMT+0000 (UTC) | 9214 | 12 | ||
| 297 | Tue Jan 13 2015 05:46:06 GMT+0000 (UTC) | 9214 | 12 | ||
| 298 | Tue Jan 13 2015 06:02:17 GMT+0000 (UTC) | 9214 | 12 | ||
| 299 | Tue Jan 13 2015 06:18:25 GMT+0000 (UTC) | 9214 | 12 | ||
| 300 | Tue Jan 13 2015 06:34:27 GMT+0000 (UTC) | 10271 | 12 | ||
| 301 | Tue Jan 13 2015 06:50:23 GMT+0000 (UTC) | 10271 | 11 | -1 | |
| 302 | Tue Jan 13 2015 07:06:24 GMT+0000 (UTC) | 10271 | 11 | ||
| 303 | Tue Jan 13 2015 07:22:33 GMT+0000 (UTC) | 10271 | 11 | ||
| 304 | Tue Jan 13 2015 07:38:28 GMT+0000 (UTC) | 11385 | 11 | ||
| 305 | Tue Jan 13 2015 07:54:37 GMT+0000 (UTC) | 11385 | 11 | ||
| 306 | Tue Jan 13 2015 08:10:48 GMT+0000 (UTC) | 11385 | 11 | ||
| 307 | Tue Jan 13 2015 08:27:43 GMT+0000 (UTC) | 11385 | 11 | ||
| 308 | Tue Jan 13 2015 08:43:38 GMT+0000 (UTC) | 6939 | 11 | ||
| 309 | Tue Jan 13 2015 08:59:37 GMT+0000 (UTC) | 6939 | 11 | ||
| 310 | Tue Jan 13 2015 09:15:47 GMT+0000 (UTC) | 6939 | 11 | ||
| 311 | Tue Jan 13 2015 09:31:39 GMT+0000 (UTC) | 7724 | 11 | ||
| 312 | Tue Jan 13 2015 09:47:41 GMT+0000 (UTC) | 7724 | 11 | ||
| 313 | Tue Jan 13 2015 10:03:33 GMT+0000 (UTC) | 7724 | 11 | ||
| 314 | Tue Jan 13 2015 10:19:35 GMT+0000 (UTC) | 7724 | 11 | ||
| 315 | Tue Jan 13 2015 10:35:53 GMT+0000 (UTC) | 8539 | 11 | ||
| 316 | Tue Jan 13 2015 10:52:07 GMT+0000 (UTC) | 8539 | 11 | ||
| 317 | Tue Jan 13 2015 11:08:03 GMT+0000 (UTC) | 8539 | 11 | ||
| 318 | Tue Jan 13 2015 11:24:13 GMT+0000 (UTC) | 8539 | 11 | ||
| 319 | Tue Jan 13 2015 11:40:18 GMT+0000 (UTC) | 9390 | 11 | ||
| 320 | Tue Jan 13 2015 11:56:28 GMT+0000 (UTC) | 9390 | 11 | ||
| 321 | Tue Jan 13 2015 12:12:26 GMT+0000 (UTC) | 9390 | 11 | ||
| 322 | Tue Jan 13 2015 12:28:09 GMT+0000 (UTC) | 10353 | 11 | ||
| 323 | Tue Jan 13 2015 12:44:30 GMT+0000 (UTC) | 10353 | 11 | ||
| 324 | Tue Jan 13 2015 13:00:30 GMT+0000 (UTC) | 10353 | 11 | ||
| 325 | Tue Jan 13 2015 13:16:22 GMT+0000 (UTC) | 10353 | 11 | ||
| 326 | Tue Jan 13 2015 13:32:49 GMT+0000 (UTC) | 11539 | 11 | ||
| 327 | Tue Jan 13 2015 13:48:56 GMT+0000 (UTC) | 11539 | 11 | ||
| 328 | Tue Jan 13 2015 14:04:52 GMT+0000 (UTC) | 11539 | 11 | ||
| 329 | Tue Jan 13 2015 14:20:47 GMT+0000 (UTC) | 11539 | 11 | ||
| 330 | Tue Jan 13 2015 14:37:06 GMT+0000 (UTC) | 13108 | 11 | ||
| 331 | Tue Jan 13 2015 14:52:47 GMT+0000 (UTC) | 13108 | 11 | ||
| 332 | Tue Jan 13 2015 15:08:54 GMT+0000 (UTC) | 13108 | 11 | ||
| 333 | Tue Jan 13 2015 15:24:53 GMT+0000 (UTC) | 13108 | 11 | ||
| 334 | Tue Jan 13 2015 15:40:49 GMT+0000 (UTC) | 14851 | 11 | ||
| 335 | Tue Jan 13 2015 15:59:02 GMT+0000 (UTC) | 14851 | 11 | ||
| 336 | Tue Jan 13 2015 16:15:00 GMT+0000 (UTC) | 14851 | 11 | ||
| 337 | Tue Jan 13 2015 16:31:00 GMT+0000 (UTC) | 16445 | 11 | ||
| 338 | Tue Jan 13 2015 16:47:19 GMT+0000 (UTC) | 16445 | 12 | 1 | |
| 339 | Tue Jan 13 2015 17:03:16 GMT+0000 (UTC) | 16445 | 12 | ||
| 340 | Tue Jan 13 2015 17:19:13 GMT+0000 (UTC) | 16445 | 12 | ||
| 341 | Tue Jan 13 2015 17:35:33 GMT+0000 (UTC) | 17500 | 12 | ||
| 342 | Tue Jan 13 2015 17:51:37 GMT+0000 (UTC) | 17500 | 12 | ||
| 343 | Tue Jan 13 2015 18:07:52 GMT+0000 (UTC) | 17500 | 12 | ||
| 344 | Tue Jan 13 2015 18:23:43 GMT+0000 (UTC) | 17500 | 12 | ||
| 345 | Tue Jan 13 2015 18:40:09 GMT+0000 (UTC) | 17895 | 12 | ||
| 346 | Tue Jan 13 2015 18:56:07 GMT+0000 (UTC) | 17895 | 12 | ||
| 347 | Tue Jan 13 2015 19:12:24 GMT+0000 (UTC) | 17895 | 12 | ||
| 348 | Tue Jan 13 2015 19:28:10 GMT+0000 (UTC) | 17911 | 12 | ||
| 349 | Tue Jan 13 2015 19:44:35 GMT+0000 (UTC) | 17911 | 12 | ||
| 350 | Tue Jan 13 2015 20:00:52 GMT+0000 (UTC) | 17911 | 12 | ||
| 351 | Tue Jan 13 2015 20:17:11 GMT+0000 (UTC) | 17911 | 12 | ||
| 352 | Tue Jan 13 2015 20:33:18 GMT+0000 (UTC) | 17748 | 12 | ||
| 353 | Tue Jan 13 2015 20:49:19 GMT+0000 (UTC) | 17748 | 12 | ||
| 354 | Tue Jan 13 2015 21:05:36 GMT+0000 (UTC) | 17748 | 12 | ||
| 355 | Tue Jan 13 2015 21:22:11 GMT+0000 (UTC) | 17748 | 12 | ||
| 356 | Tue Jan 13 2015 21:38:45 GMT+0000 (UTC) | 17477 | 12 | ||
| 357 | Tue Jan 13 2015 21:55:01 GMT+0000 (UTC) | 17477 | 11 | -1 | |
| 358 | Tue Jan 13 2015 22:11:14 GMT+0000 (UTC) | 17477 | 11 | ||
| 359 | Tue Jan 13 2015 22:27:47 GMT+0000 (UTC) | 17276 | 11 | ||
| 360 | Tue Jan 13 2015 22:43:59 GMT+0000 (UTC) | 17276 | 11 | ||
| 361 | Tue Jan 13 2015 23:00:04 GMT+0000 (UTC) | 17276 | 11 | ||
| 362 | Tue Jan 13 2015 23:16:06 GMT+0000 (UTC) | 17276 | 11 | ||
| 363 | Tue Jan 13 2015 23:32:15 GMT+0000 (UTC) | 8058 | 11 | ||
| 364 | Tue Jan 13 2015 23:48:00 GMT+0000 (UTC) | 8058 | 11 | ||
| 365 | Wed Jan 14 2015 00:04:06 GMT+0000 (UTC) | 8058 | 11 | ||
| 366 | Wed Jan 14 2015 00:20:08 GMT+0000 (UTC) | 8058 | 11 | ||
| 367 | Wed Jan 14 2015 00:36:24 GMT+0000 (UTC) | 8525 | 11 | ||
| 368 | Wed Jan 14 2015 00:52:32 GMT+0000 (UTC) | 8525 | 11 | ||
| 369 | Wed Jan 14 2015 01:09:16 GMT+0000 (UTC) | 8525 | 11 | ||
| 370 | Wed Jan 14 2015 01:25:46 GMT+0000 (UTC) | 8525 | 11 | ||
| 371 | Wed Jan 14 2015 01:41:39 GMT+0000 (UTC) | 9207 | 11 | ||
| 372 | Wed Jan 14 2015 01:57:26 GMT+0000 (UTC) | 9207 | 11 | ||
| 373 | Wed Jan 14 2015 02:13:40 GMT+0000 (UTC) | 9207 | 11 | ||
| 374 | Wed Jan 14 2015 02:29:51 GMT+0000 (UTC) | 10123 | 11 | ||
| 375 | Wed Jan 14 2015 02:45:48 GMT+0000 (UTC) | 10123 | 11 | ||
| 376 | Wed Jan 14 2015 03:19:15 GMT+0000 (UTC) | 10123 | 11 | ||
| 377 | Wed Jan 14 2015 03:35:18 GMT+0000 (UTC) | 11319 | 11 | ||
| 378 | Wed Jan 14 2015 03:51:06 GMT+0000 (UTC) | 11319 | 11 | ||
| 379 | Wed Jan 14 2015 04:07:24 GMT+0000 (UTC) | 11319 | 11 | ||
| 380 | Wed Jan 14 2015 04:23:17 GMT+0000 (UTC) | 11319 | 11 | ||
| 381 | Wed Jan 14 2015 04:39:23 GMT+0000 (UTC) | 12585 | 11 | ||
| 382 | Wed Jan 14 2015 04:55:48 GMT+0000 (UTC) | 12585 | 11 | ||
| 383 | Wed Jan 14 2015 05:12:22 GMT+0000 (UTC) | 12585 | 11 | ||
| 384 | Wed Jan 14 2015 05:28:27 GMT+0000 (UTC) | 13925 | 11 | ||
| 385 | Wed Jan 14 2015 05:44:25 GMT+0000 (UTC) | 13925 | 11 | ||
| 386 | Wed Jan 14 2015 06:00:25 GMT+0000 (UTC) | 13925 | 11 | ||
| 387 | Wed Jan 14 2015 06:16:45 GMT+0000 (UTC) | 13925 | 11 | ||
| 388 | Wed Jan 14 2015 06:32:33 GMT+0000 (UTC) | 15208 | 11 | ||
| 389 | Wed Jan 14 2015 06:48:27 GMT+0000 (UTC) | 15208 | 10 | -1 | |
| 390 | Wed Jan 14 2015 07:04:35 GMT+0000 (UTC) | 15208 | 10 | ||
| 391 | Wed Jan 14 2015 07:20:30 GMT+0000 (UTC) | 15208 | 10 | ||
| 392 | Wed Jan 14 2015 07:36:19 GMT+0000 (UTC) | 16501 | 10 | ||
| 393 | Wed Jan 14 2015 07:52:21 GMT+0000 (UTC) | 16501 | 10 | ||
| 394 | Wed Jan 14 2015 08:08:18 GMT+0000 (UTC) | 16501 | 10 | ||
| 395 | Wed Jan 14 2015 08:24:18 GMT+0000 (UTC) | 16501 | 10 | ||
| 396 | Wed Jan 14 2015 08:40:10 GMT+0000 (UTC) | 8673 | 10 | ||
| 397 | Wed Jan 14 2015 08:56:41 GMT+0000 (UTC) | 8673 | 10 | ||
| 398 | Wed Jan 14 2015 09:12:28 GMT+0000 (UTC) | 8673 | 9 | -1 | |
| 399 | Wed Jan 14 2015 09:28:31 GMT+0000 (UTC) | 8673 | 9 | ||
| 400 | Wed Jan 14 2015 09:44:42 GMT+0000 (UTC) | 9655 | 9 | ||
| 401 | Wed Jan 14 2015 10:00:27 GMT+0000 (UTC) | 9655 | 9 | ||
| 402 | Wed Jan 14 2015 10:16:26 GMT+0000 (UTC) | 9655 | 9 | ||
| 403 | Wed Jan 14 2015 10:32:08 GMT+0000 (UTC) | 10706 | 9 | ||
| 404 | Wed Jan 14 2015 10:48:08 GMT+0000 (UTC) | 10706 | 9 | ||
| 405 | Wed Jan 14 2015 11:04:15 GMT+0000 (UTC) | 10706 | 9 | ||
| 406 | Wed Jan 14 2015 11:20:13 GMT+0000 (UTC) | 10706 | 9 | ||
| 407 | Wed Jan 14 2015 11:36:25 GMT+0000 (UTC) | 6790 | 9 | ||
| 408 | Wed Jan 14 2015 11:52:17 GMT+0000 (UTC) | 6790 | 9 | ||
| 409 | Wed Jan 14 2015 12:25:00 GMT+0000 (UTC) | 6790 | 9 | ||
| 410 | Wed Jan 14 2015 12:41:19 GMT+0000 (UTC) | 7548 | 9 | ||
| 411 | Wed Jan 14 2015 12:57:17 GMT+0000 (UTC) | 7548 | 9 | ||
| 412 | Wed Jan 14 2015 13:13:01 GMT+0000 (UTC) | 7548 | 9 | ||
| 413 | Wed Jan 14 2015 13:29:13 GMT+0000 (UTC) | 8557 | 9 | ||
| 414 | Wed Jan 14 2015 13:45:02 GMT+0000 (UTC) | 8557 | 9 | ||
| 415 | Wed Jan 14 2015 14:01:08 GMT+0000 (UTC) | 8557 | 9 | ||
| 416 | Wed Jan 14 2015 14:17:16 GMT+0000 (UTC) | 8557 | 9 | ||
| 417 | Wed Jan 14 2015 14:33:31 GMT+0000 (UTC) | 9816 | 9 | ||
| 418 | Wed Jan 14 2015 14:49:32 GMT+0000 (UTC) | 9816 | 9 | ||
| 419 | Wed Jan 14 2015 15:05:36 GMT+0000 (UTC) | 9816 | 9 | ||
| 420 | Wed Jan 14 2015 15:21:32 GMT+0000 (UTC) | 9816 | 9 | ||
| 421 | Wed Jan 14 2015 15:37:45 GMT+0000 (UTC) | 11332 | 9 | ||
| 422 | Wed Jan 14 2015 15:53:45 GMT+0000 (UTC) | 11332 | 9 | ||
| 423 | Wed Jan 14 2015 16:09:52 GMT+0000 (UTC) | 11332 | 9 | ||
| 424 | Wed Jan 14 2015 16:25:39 GMT+0000 (UTC) | 11332 | 9 | ||
| 425 | Wed Jan 14 2015 16:41:54 GMT+0000 (UTC) | 12733 | 9 | ||
| 426 | Wed Jan 14 2015 16:58:01 GMT+0000 (UTC) | 12733 | 9 | ||
| 427 | Wed Jan 14 2015 17:13:51 GMT+0000 (UTC) | 12733 | 9 | ||
| 428 | Wed Jan 14 2015 17:29:55 GMT+0000 (UTC) | 13714 | 9 | ||
| 429 | Wed Jan 14 2015 17:45:41 GMT+0000 (UTC) | 13714 | 9 | ||
| 430 | Wed Jan 14 2015 18:01:31 GMT+0000 (UTC) | 13714 | 9 | ||
| 431 | Wed Jan 14 2015 18:17:30 GMT+0000 (UTC) | 13714 | 9 | ||
| 432 | Wed Jan 14 2015 18:33:54 GMT+0000 (UTC) | 14293 | 9 | ||
| 433 | Wed Jan 14 2015 18:49:54 GMT+0000 (UTC) | 14293 | 9 | ||
| 434 | Wed Jan 14 2015 19:07:22 GMT+0000 (UTC) | 14293 | 9 | ||
| 435 | Wed Jan 14 2015 19:23:17 GMT+0000 (UTC) | 14293 | 9 | ||
| 436 | Wed Jan 14 2015 19:39:13 GMT+0000 (UTC) | 14293 | 9 | ||
| 437 | Wed Jan 14 2015 19:55:07 GMT+0000 (UTC) | 14293 | 9 | ||
| 438 | Wed Jan 14 2015 20:11:38 GMT+0000 (UTC) | 14293 | 9 | ||
| 439 | Wed Jan 14 2015 20:27:50 GMT+0000 (UTC) | 14587 | 9 | ||
| 440 | Wed Jan 14 2015 20:43:55 GMT+0000 (UTC) | 14587 | 9 | ||
| 441 | Wed Jan 14 2015 21:00:01 GMT+0000 (UTC) | 14587 | 9 | ||
| 442 | Wed Jan 14 2015 21:15:53 GMT+0000 (UTC) | 14587 | 9 | ||
| 443 | Wed Jan 14 2015 21:32:27 GMT+0000 (UTC) | 14518 | 9 | ||
| 444 | Wed Jan 14 2015 21:50:25 GMT+0000 (UTC) | 14518 | 9 | ||
| 445 | Wed Jan 14 2015 22:06:19 GMT+0000 (UTC) | 14518 | 9 | ||
| 446 | Wed Jan 14 2015 22:22:18 GMT+0000 (UTC) | 14518 | 9 | ||
| 447 | Wed Jan 14 2015 22:39:35 GMT+0000 (UTC) | 14491 | 9 | ||
| 448 | Wed Jan 14 2015 22:55:37 GMT+0000 (UTC) | 14491 | 9 | ||
| 449 | Wed Jan 14 2015 23:11:33 GMT+0000 (UTC) | 14491 | 9 | ||
| 450 | Wed Jan 14 2015 23:27:27 GMT+0000 (UTC) | 14491 | 9 | ||
| 451 | Wed Jan 14 2015 23:43:33 GMT+0000 (UTC) | 14662 | 9 | ||
| 452 | Wed Jan 14 2015 23:59:36 GMT+0000 (UTC) | 14662 | 9 | ||
| 453 | Thu Jan 15 2015 00:15:49 GMT+0000 (UTC) | 14662 | 9 | ||
| 454 | Thu Jan 15 2015 00:31:50 GMT+0000 (UTC) | 15165 | 9 | ||
| 455 | Thu Jan 15 2015 00:48:01 GMT+0000 (UTC) | 15165 | 9 | ||
| 456 | Thu Jan 15 2015 01:03:55 GMT+0000 (UTC) | 15165 | 9 | ||
| 457 | Thu Jan 15 2015 01:19:42 GMT+0000 (UTC) | 15165 | 9 | ||
| 458 | Thu Jan 15 2015 01:35:50 GMT+0000 (UTC) | 15921 | 9 | ||
| 459 | Thu Jan 15 2015 01:51:49 GMT+0000 (UTC) | 15921 | 9 | ||
| 460 | Thu Jan 15 2015 02:08:00 GMT+0000 (UTC) | 15921 | 9 | ||
| 461 | Thu Jan 15 2015 02:23:49 GMT+0000 (UTC) | 15921 | 9 | ||
| 462 | Thu Jan 15 2015 02:39:48 GMT+0000 (UTC) | 17038 | 9 | ||
| 463 | Thu Jan 15 2015 02:55:56 GMT+0000 (UTC) | 17038 | 9 | ||
| 464 | Thu Jan 15 2015 03:12:06 GMT+0000 (UTC) | 17038 | 9 | ||
| 465 | Thu Jan 15 2015 03:27:51 GMT+0000 (UTC) | 18520 | 8 | -1 | |
| 466 | Thu Jan 15 2015 03:43:48 GMT+0000 (UTC) | 18520 | 8 | ||
| 467 | Thu Jan 15 2015 03:59:52 GMT+0000 (UTC) | 18520 | 8 | ||
| 468 | Thu Jan 15 2015 04:15:59 GMT+0000 (UTC) | 18520 | 8 | ||
| 469 | Thu Jan 15 2015 04:32:03 GMT+0000 (UTC) | 18520 | 8 | ||
| 470 | Thu Jan 15 2015 04:48:01 GMT+0000 (UTC) | 20107 | 8 | ||
| 471 | Thu Jan 15 2015 05:04:15 GMT+0000 (UTC) | 20107 | 8 | ||
| 472 | Thu Jan 15 2015 05:20:03 GMT+0000 (UTC) | 20107 | 7 | -1 | |
| 473 | Thu Jan 15 2015 05:35:57 GMT+0000 (UTC) | 10032 | 7 | ||
| 474 | Thu Jan 15 2015 05:52:05 GMT+0000 (UTC) | 10032 | 6 | -1 | |
| 475 | Thu Jan 15 2015 06:08:20 GMT+0000 (UTC) | 10032 | 6 | ||
| 476 | Thu Jan 15 2015 06:24:21 GMT+0000 (UTC) | 10032 | 6 | ||
| 477 | Thu Jan 15 2015 06:40:04 GMT+0000 (UTC) | 11254 | 6 | ||
| 478 | Thu Jan 15 2015 06:56:25 GMT+0000 (UTC) | 11254 | 6 | ||
| 479 | Thu Jan 15 2015 07:12:23 GMT+0000 (UTC) | 11254 | 6 | ||
| 480 | Thu Jan 15 2015 07:28:21 GMT+0000 (UTC) | 4304 | 6 | ||
| 481 | Thu Jan 15 2015 07:44:25 GMT+0000 (UTC) | 4304 | 6 | ||
| 482 | Thu Jan 15 2015 08:06:30 GMT+0000 (UTC) | 4304 | 6 | ||
| 483 | Thu Jan 15 2015 09:03:10 GMT+0000 (UTC) | 4966 | 6 | ||
| 484 | Thu Jan 15 2015 09:22:45 GMT+0000 (UTC) | 4966 | 5 | -1 | |
| 485 | Thu Jan 15 2015 09:38:57 GMT+0000 (UTC) | 5655 | 5 | ||
| 486 | Thu Jan 15 2015 09:55:39 GMT+0000 (UTC) | 5655 | 5 | ||
| 487 | Thu Jan 15 2015 10:15:15 GMT+0000 (UTC) | 5655 | 5 | ||
| 488 | Thu Jan 15 2015 10:31:12 GMT+0000 (UTC) | 6384 | 5 | ||
| 489 | Thu Jan 15 2015 10:47:28 GMT+0000 (UTC) | 6384 | 5 | ||
| 490 | Thu Jan 15 2015 11:03:28 GMT+0000 (UTC) | 6384 | 4 | -1 | |
| 491 | Thu Jan 15 2015 11:21:10 GMT+0000 (UTC) | 6384 | 4 | ||
| 492 | Thu Jan 15 2015 11:37:37 GMT+0000 (UTC) | 4623 | 4 | ||
| 493 | Thu Jan 15 2015 11:53:55 GMT+0000 (UTC) | 4623 | 4 | ||
| 494 | Thu Jan 15 2015 12:10:04 GMT+0000 (UTC) | 4623 | 4 | ||
| 495 | Thu Jan 15 2015 12:26:17 GMT+0000 (UTC) | 5225 | 4 | ||
| 496 | Thu Jan 15 2015 12:41:46 GMT+0000 (UTC) | 5225 | 4 |
見えてくるもの
観察時間である、日本時間の2015年01月10日 07時25分から01月15日 21時41分までで、在庫数は22個減って、10個増えています。単純に考えると、在庫の減は売れた数で、増は入荷した数だと思います。ただ、在庫の増については、キャンセルも考えられます。そのあたりの事情は外から見えないので、検討の対象外とします。
そしてデータを見ていると、次の傾向が解ります。
- 在庫の更新は、リアルタイム
- 順位の更新は、1時間ごと。また、直前の1時間前のデータではなく、2時間前のデータが反映される
- 休日夜間等の時間帯によって、ランクの増減幅が異なる
- 一日に1〜２冊程度の売上で、10,000〜20,000位くらい
感想
今回は、1冊の本を対象に在庫とランキングの関係をみていました。対象を広げて、Amazonの上位10万冊くらいのデータを定期的に取得すれば、もっと見えてくるものがありそうです。ただし、15分おきに5日ほど取得したとすれば、10万×96×5と4,800万回の取得が必要です。間違いなく怒られそうなので、自重しておきます。一度解析すれば、マーケティングデータを取得する際の推定とかに使えそうな気がしますね。
See Also
Amazonのランキングの不思議
プログラミング・レスで5分でサックリWebスクレイピング「kimonolabs」
『Rubyによるクローラー開発技法』を書きました
Amazonランキングの謎を解く: 確率的な順位付けが教える売上の構造 (DOJIN選書)
- 作者: 服部哲弥
- 出版社/メーカー: 化学同人
- 発売日: 2011/05/30
- メディア: 単行本
- 購入: 4人 クリック: 551回
- この商品を含むブログ (26件) を見る
Rubyによるクローラー開発技法 巡回・解析機能の実装と21の運用例
- 作者: るびきち,佐々木拓郎
- 出版社/メーカー: SBクリエイティブ
- 発売日: 2014/08/25
- メディア: 大型本
- この商品を含むブログ (4件) を見る
