Table 5 Top 15 pattern node strength centrality in the Qing dynasty temporal multilayer network of pattern co-occurrence
Multilayer | Shunzhi | Kangxi | Yongzheng | Qianlong | Jiaqing | Daoguang | Xianfeng | Tongzhi | Guangxu | Xuantong | |
|---|---|---|---|---|---|---|---|---|---|---|---|
Shou character pattern | 2865 | 20 | 20 | 5 | 393 | 660 | 911 | 30 | 154 | 1026 | 8 |
Bat pattern | 2712 | 0 | 11 | 28 | 332 | 407 | 1174 | 12 | 268 | 1080 | 22 |
Auspicious cloud pattern | 2621 | 39 | 236 | 73 | 426 | 272 | 259 | 2 | 166 | 1119 | 54 |
Lotus flower pattern | 2601 | 9 | 36 | 14 | 167 | 362 | 712 | 22 | 181 | 1474 | 65 |
Dragon pattern | 2312 | 59 | 234 | 69 | 275 | 204 | 145 | 2 | 166 | 681 | 29 |
Peach pattern | 2115 | 0 | 12 | 2 | 117 | 190 | 358 | 23 | 211 | 1792 | 193 |
Flower pattern | 1920 | 0 | 74 | 6 | 172 | 90 | 535 | 9 | 195 | 568 | 59 |
Butterfly pattern | 1754 | 0 | 44 | 4 | 69 | 44 | 44 | 16 | 293 | 1713 | 7 |
Knot of eternity pattern | 1694 | 9 | 17 | 9 | 82 | 332 | 556 | 7 | 88 | 594 | 14 |
Swastika pattern | 1627 | 2 | 8 | 2 | 172 | 146 | 786 | 12 | 57 | 613 | 22 |
Peony flower pattern | 1564 | 0 | 0 | 0 | 141 | 33 | 69 | 2 | 98 | 1800 | 113 |
Chrysanthemum flower pattern | 1537 | 0 | 8 | 5 | 78 | 46 | 101 | 16 | 188 | 1444 | 84 |
Goldfish pattern | 1537 | 9 | 8 | 9 | 82 | 332 | 548 | 7 | 67 | 561 | 14 |
Ruyi pattern | 1536 | 14 | 50 | 0 | 117 | 227 | 840 | 0 | 172 | 207 | 2 |
Vase of great treasures pattern | 1480 | 9 | 17 | 9 | 82 | 332 | 556 | 7 | 88 | 594 | 14 |