| 1 |  |  | import itertools | 
            
                                                                                                            
                            
            
                                    
            
            
                | 2 |  |  | import re | 
            
                                                                                                            
                            
            
                                    
            
            
                | 3 |  |  | from collections.abc import Iterable | 
            
                                                                                                            
                            
            
                                    
            
            
                | 4 |  |  | from typing import NewType | 
            
                                                                                                            
                            
            
                                    
            
            
                | 5 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 6 |  |  | import networkx as nx | 
            
                                                                                                            
                            
            
                                    
            
            
                | 7 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 8 |  |  | SPECIAL_GRAPHS_ADJACENCY_LISTS = { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 9 |  |  |     'Buckyball - Truncated Icosahedral Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 10 |  |  |         1: [2, 3, 4], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 11 |  |  |         2: [1, 55, 56], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 12 |  |  |         3: [1, 58, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 13 |  |  |         4: [1, 57, 59], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 14 |  |  |         5: [8, 13, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 15 |  |  |         6: [8, 12, 15], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 16 |  |  |         7: [8, 11, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 17 |  |  |         8: [5, 6, 7], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 18 |  |  |         9: [13, 15, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 19 |  |  |         10: [14, 16, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 20 |  |  |         11: [7, 12, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 21 |  |  |         12: [6, 11, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 22 |  |  |         13: [5, 9, 18], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 23 |  |  |         14: [5, 10, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 24 |  |  |         15: [6, 9, 19], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 25 |  |  |         16: [7, 10, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 26 |  |  |         17: [14, 18, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 27 |  |  |         18: [13, 17, 29], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 28 |  |  |         19: [15, 28, 32], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 29 |  |  |         20: [16, 27, 31], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 30 |  |  |         21: [26, 30, 46], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 31 |  |  |         22: [25, 29, 45], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 32 |  |  |         23: [12, 28, 38], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 33 |  |  |         24: [11, 27, 37], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 34 |  |  |         25: [9, 22, 32], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 35 |  |  |         26: [10, 21, 31], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 36 |  |  |         27: [20, 24, 35], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 37 |  |  |         28: [19, 23, 36], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 38 |  |  |         29: [18, 22, 43], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 39 |  |  |         30: [17, 21, 44], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 40 |  |  |         31: [20, 26, 42], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 41 |  |  |         32: [19, 25, 41], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 42 |  |  |         33: [35, 42, 53], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 43 |  |  |         34: [36, 41, 54], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 44 |  |  |         35: [27, 33, 40], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 45 |  |  |         36: [28, 34, 39], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 46 |  |  |         37: [24, 38, 40], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 47 |  |  |         38: [23, 37, 39], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 48 |  |  |         39: [36, 38, 52], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 49 |  |  |         40: [35, 37, 51], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 50 |  |  |         41: [32, 34, 50], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 51 |  |  |         42: [31, 33, 49], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 52 |  |  |         43: [29, 44, 48], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 53 |  |  |         44: [30, 43, 47], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 54 |  |  |         45: [22, 48, 50], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 55 |  |  |         46: [21, 47, 49], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 56 |  |  |         47: [44, 46, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 57 |  |  |         48: [43, 45, 59], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 58 |  |  |         49: [42, 46, 58], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 59 |  |  |         50: [41, 45, 57], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 60 |  |  |         51: [40, 52, 56], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 61 |  |  |         52: [39, 51, 55], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 62 |  |  |         53: [33, 56, 58], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 63 |  |  |         54: [34, 55, 57], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 64 |  |  |         55: [2, 52, 54], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 65 |  |  |         56: [2, 51, 53], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 66 |  |  |         57: [4, 50, 54], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 67 |  |  |         58: [3, 49, 53], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 68 |  |  |         59: [4, 48, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 69 |  |  |         60: [3, 47, 59] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 70 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 71 |  |  |     'D30 - Rhombic Triacontahedral Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 72 |  |  |         1: [21, 22, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 73 |  |  |         2: [24, 27, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 74 |  |  |         3: [24, 29, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 75 |  |  |         4: [26, 29, 32], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 76 |  |  |         5: [26, 28, 32], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 77 |  |  |         6: [25, 27, 31], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 78 |  |  |         7: [25, 28, 31], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 79 |  |  |         8: [24, 26, 29], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 80 |  |  |         9: [24, 25, 27], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 81 |  |  |         10: [25, 26, 28], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 82 |  |  |         11: [24, 25, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 83 |  |  |         12: [22, 29, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 84 |  |  |         13: [21, 27, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 85 |  |  |         14: [23, 28, 32], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 86 |  |  |         15: [23, 28, 31], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 87 |  |  |         16: [22, 29, 32], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 88 |  |  |         17: [21, 27, 31], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 89 |  |  |         18: [21, 22, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 90 |  |  |         19: [22, 23, 32], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 91 |  |  |         20: [21, 23, 31], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 92 |  |  |         21: [1, 13, 17, 18, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 93 |  |  |         22: [1, 12, 16, 18, 19], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 94 |  |  |         23: [1, 14, 15, 19, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 95 |  |  |         24: [2, 3, 8, 9, 11], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 96 |  |  |         25: [6, 7, 9, 10, 11], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 97 |  |  |         26: [4, 5, 8, 10, 11], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 98 |  |  |         27: [2, 6, 9, 13, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 99 |  |  |         28: [5, 7, 10, 14, 15], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 100 |  |  |         29: [3, 4, 8, 12, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 101 |  |  |         30: [2, 3, 12, 13, 18], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 102 |  |  |         31: [6, 7, 15, 17, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 103 |  |  |         32: [4, 5, 14, 16, 19] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 104 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 105 |  |  |     'Small Rhombicosidodecahedral Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 106 |  |  |         1: [2, 3, 4, 5], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 107 |  |  |         2: [1, 54, 55, 59], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 108 |  |  |         3: [1, 53, 56, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 109 |  |  |         4: [1, 5, 58, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 110 |  |  |         5: [1, 4, 57, 59], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 111 |  |  |         6: [24, 25, 57, 58], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 112 |  |  |         7: [12, 13, 16, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 113 |  |  |         8: [9, 11, 19, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 114 |  |  |         9: [8, 10, 18, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 115 |  |  |         10: [9, 11, 12, 18], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 116 |  |  |         11: [8, 10, 13, 19], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 117 |  |  |         12: [7, 10, 14, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 118 |  |  |         13: [7, 11, 15, 21], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 119 |  |  |         14: [12, 18, 20, 37], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 120 |  |  |         15: [13, 19, 21, 38], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 121 |  |  |         16: [7, 17, 21, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 122 |  |  |         17: [7, 16, 20, 22], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 123 |  |  |         18: [9, 10, 14, 28], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 124 |  |  |         19: [8, 11, 15, 29], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 125 |  |  |         20: [12, 14, 17, 33], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 126 |  |  |         21: [13, 15, 16, 32], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 127 |  |  |         22: [17, 23, 31, 34], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 128 |  |  |         23: [16, 22, 30, 34], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 129 |  |  |         24: [6, 9, 27, 28], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 130 |  |  |         25: [6, 8, 26, 29], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 131 |  |  |         26: [25, 29, 46, 58], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 132 |  |  |         27: [24, 28, 45, 57], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 133 |  |  |         28: [18, 24, 27, 44], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 134 |  |  |         29: [19, 25, 26, 43], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 135 |  |  |         30: [23, 32, 36, 42], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 136 |  |  |         31: [22, 33, 35, 41], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 137 |  |  |         32: [21, 30, 38, 39], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 138 |  |  |         33: [20, 31, 37, 40], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 139 |  |  |         34: [22, 23, 41, 42], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 140 |  |  |         35: [31, 40, 41, 51], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 141 |  |  |         36: [30, 39, 42, 52], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 142 |  |  |         37: [14, 33, 40, 44], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 143 |  |  |         38: [15, 32, 39, 43], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 144 |  |  |         39: [32, 36, 38, 48], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 145 |  |  |         40: [33, 35, 37, 47], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 146 |  |  |         41: [31, 34, 35, 50], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 147 |  |  |         42: [30, 34, 36, 49], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 148 |  |  |         43: [29, 38, 46, 48], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 149 |  |  |         44: [28, 37, 45, 47], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 150 |  |  |         45: [27, 44, 47, 59], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 151 |  |  |         46: [26, 43, 48, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 152 |  |  |         47: [40, 44, 45, 54], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 153 |  |  |         48: [39, 43, 46, 53], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 154 |  |  |         49: [42, 50, 52, 56], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 155 |  |  |         50: [41, 49, 51, 55], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 156 |  |  |         51: [35, 50, 54, 55], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 157 |  |  |         52: [36, 49, 53, 56], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 158 |  |  |         53: [3, 48, 52, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 159 |  |  |         54: [2, 47, 51, 59], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 160 |  |  |         55: [2, 50, 51, 56], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 161 |  |  |         56: [3, 49, 52, 55], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 162 |  |  |         57: [5, 6, 27, 58], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 163 |  |  |         58: [4, 6, 26, 57], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 164 |  |  |         59: [2, 5, 45, 54], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 165 |  |  |         60: [3, 4, 46, 53] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 166 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 167 |  |  |     'Small Rhombicuboctahedral Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 168 |  |  |         1: [2, 3, 4, 5], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 169 |  |  |         2: [1, 18, 22, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 170 |  |  |         3: [1, 19, 22, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 171 |  |  |         4: [1, 5, 21, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 172 |  |  |         5: [1, 4, 20, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 173 |  |  |         6: [10, 11, 20, 21], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 174 |  |  |         7: [10, 11, 12, 13], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 175 |  |  |         8: [10, 14, 20, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 176 |  |  |         9: [11, 15, 21, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 177 |  |  |         10: [6, 7, 8, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 178 |  |  |         11: [6, 7, 9, 15], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 179 |  |  |         12: [7, 13, 15, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 180 |  |  |         13: [7, 12, 14, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 181 |  |  |         14: [8, 10, 13, 19], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 182 |  |  |         15: [9, 11, 12, 18], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 183 |  |  |         16: [13, 17, 19, 22], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 184 |  |  |         17: [12, 16, 18, 22], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 185 |  |  |         18: [2, 15, 17, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 186 |  |  |         19: [3, 14, 16, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 187 |  |  |         20: [5, 6, 8, 21], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 188 |  |  |         21: [4, 6, 9, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 189 |  |  |         22: [2, 3, 16, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 190 |  |  |         23: [3, 5, 8, 19], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 191 |  |  |         24: [2, 4, 9, 18] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 192 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 193 |  |  |     'Great Rhombicosidodecahedral Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 194 |  |  |         1: [2, 3, 4], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 195 |  |  |         2: [1, 119, 120], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 196 |  |  |         3: [1, 118, 120], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 197 |  |  |         4: [1, 116, 117], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 198 |  |  |         5: [6, 7, 120], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 199 |  |  |         6: [5, 114, 115], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 200 |  |  |         7: [5, 113, 115], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 201 |  |  |         8: [9, 10, 115], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 202 |  |  |         9: [8, 111, 112], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 203 |  |  |         10: [8, 110, 112], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 204 |  |  |         11: [12, 13, 112], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 205 |  |  |         12: [11, 108, 109], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 206 |  |  |         13: [11, 107, 109], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 207 |  |  |         14: [15, 16, 109], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 208 |  |  |         15: [14, 105, 106], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 209 |  |  |         16: [14, 104, 106], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 210 |  |  |         17: [18, 19, 106], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 211 |  |  |         18: [17, 102, 103], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 212 |  |  |         19: [17, 101, 103], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 213 |  |  |         20: [21, 22, 103], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 214 |  |  |         21: [20, 99, 100], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 215 |  |  |         22: [20, 98, 100], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 216 |  |  |         23: [24, 25, 100], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 217 |  |  |         24: [23, 96, 97], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 218 |  |  |         25: [23, 95, 97], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 219 |  |  |         26: [27, 28, 97], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 220 |  |  |         27: [26, 93, 94], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 221 |  |  |         28: [26, 92, 94], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 222 |  |  |         29: [94, 116, 117], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 223 |  |  |         30: [63, 91, 96], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 224 |  |  |         31: [32, 33, 91], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 225 |  |  |         32: [31, 87, 88], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 226 |  |  |         33: [31, 86, 88], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 227 |  |  |         34: [35, 36, 88], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 228 |  |  |         35: [34, 84, 85], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 229 |  |  |         36: [34, 83, 85], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 230 |  |  |         37: [38, 85, 113], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 231 |  |  |         38: [37, 41, 110], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 232 |  |  |         39: [58, 73, 114], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 233 |  |  |         40: [86, 117, 119], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 234 |  |  |         41: [38, 64, 84], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 235 |  |  |         42: [64, 69, 84], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 236 |  |  |         43: [53, 55, 111], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 237 |  |  |         44: [64, 67, 108], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 238 |  |  |         45: [52, 77, 105], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 239 |  |  |         46: [65, 70, 102], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 240 |  |  |         47: [48, 49, 99], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 241 |  |  |         48: [47, 82, 95], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 242 |  |  |         49: [47, 80, 81], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 243 |  |  |         50: [51, 52, 79], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 244 |  |  |         51: [50, 74, 75], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 245 |  |  |         52: [45, 50, 75], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 246 |  |  |         53: [43, 75, 107], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 247 |  |  |         54: [72, 73, 74], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 248 |  |  |         55: [43, 73, 74], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 249 |  |  |         56: [61, 76, 78], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 250 |  |  |         57: [60, 89, 90], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 251 |  |  |         58: [39, 59, 118], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 252 |  |  |         59: [58, 60, 72], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 253 |  |  |         60: [57, 59, 61], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 254 |  |  |         61: [56, 60, 72], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 255 |  |  |         62: [66, 71, 87], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 256 |  |  |         63: [30, 66, 87], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 257 |  |  |         64: [41, 42, 44], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 258 |  |  |         65: [46, 66, 98], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 259 |  |  |         66: [62, 63, 65], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 260 |  |  |         67: [44, 68, 104], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 261 |  |  |         68: [67, 69, 70], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 262 |  |  |         69: [42, 68, 71], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 263 |  |  |         70: [46, 68, 71], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 264 |  |  |         71: [62, 69, 70], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 265 |  |  |         72: [54, 59, 61], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 266 |  |  |         73: [39, 54, 55], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 267 |  |  |         74: [51, 54, 55], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 268 |  |  |         75: [51, 52, 53], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 269 |  |  |         76: [56, 82, 89], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 270 |  |  |         77: [45, 80, 101], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 271 |  |  |         78: [56, 81, 82], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 272 |  |  |         79: [50, 80, 81], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 273 |  |  |         80: [49, 77, 79], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 274 |  |  |         81: [49, 78, 79], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 275 |  |  |         82: [48, 76, 78], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 276 |  |  |         83: [36, 86, 119], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 277 |  |  |         84: [35, 41, 42], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 278 |  |  |         85: [35, 36, 37], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 279 |  |  |         86: [33, 40, 83], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 280 |  |  |         87: [32, 62, 63], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 281 |  |  |         88: [32, 33, 34], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 282 |  |  |         89: [57, 76, 93], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 283 |  |  |         90: [57, 93, 116], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 284 |  |  |         91: [30, 31, 92], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 285 |  |  |         92: [28, 91, 96], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 286 |  |  |         93: [27, 89, 90], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 287 |  |  |         94: [27, 28, 29], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 288 |  |  |         95: [25, 48, 99], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 289 |  |  |         96: [24, 30, 92], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 290 |  |  |         97: [24, 25, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 291 |  |  |         98: [22, 65, 102], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 292 |  |  |         99: [21, 47, 95], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 293 |  |  |         100: [21, 22, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 294 |  |  |         101: [19, 77, 105], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 295 |  |  |         102: [18, 46, 98], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 296 |  |  |         103: [18, 19, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 297 |  |  |         104: [16, 67, 108], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 298 |  |  |         105: [15, 45, 101], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 299 |  |  |         106: [15, 16, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 300 |  |  |         107: [13, 53, 111], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 301 |  |  |         108: [12, 44, 104], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 302 |  |  |         109: [12, 13, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 303 |  |  |         110: [10, 38, 113], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 304 |  |  |         111: [9, 43, 107], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 305 |  |  |         112: [9, 10, 11], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 306 |  |  |         113: [7, 37, 110], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 307 |  |  |         114: [6, 39, 118], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 308 |  |  |         115: [6, 7, 8], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 309 |  |  |         116: [4, 29, 90], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 310 |  |  |         117: [4, 29, 40], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 311 |  |  |         118: [3, 58, 114], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 312 |  |  |         119: [2, 40, 83], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 313 |  |  |         120: [2, 3, 5] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 314 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 315 |  |  |     'Disdyakis Dodecahedral Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 316 |  |  |         1: [13, 14, 21, 22], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 317 |  |  |         2: [17, 19, 21, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 318 |  |  |         3: [18, 20, 22, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 319 |  |  |         4: [16, 17, 23, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 320 |  |  |         5: [15, 19, 23, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 321 |  |  |         6: [15, 18, 24, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 322 |  |  |         7: [16, 20, 24, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 323 |  |  |         8: [15, 16, 23, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 324 |  |  |         9: [14, 17, 21, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 325 |  |  |         10: [13, 18, 22, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 326 |  |  |         11: [13, 19, 21, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 327 |  |  |         12: [14, 20, 22, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 328 |  |  |         13: [1, 10, 11, 21, 22, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 329 |  |  |         14: [1, 9, 12, 21, 22, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 330 |  |  |         15: [5, 6, 8, 23, 24, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 331 |  |  |         16: [4, 7, 8, 23, 24, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 332 |  |  |         17: [2, 4, 9, 21, 23, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 333 |  |  |         18: [3, 6, 10, 22, 24, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 334 |  |  |         19: [2, 5, 11, 21, 23, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 335 |  |  |         20: [3, 7, 12, 22, 24, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 336 |  |  |         21: [1, 2, 9, 11, 13, 14, 17, 19], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 337 |  |  |         22: [1, 3, 10, 12, 13, 14, 18, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 338 |  |  |         23: [2, 4, 5, 8, 15, 16, 17, 19], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 339 |  |  |         24: [3, 6, 7, 8, 15, 16, 18, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 340 |  |  |         25: [4, 7, 9, 12, 14, 16, 17, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 341 |  |  |         26: [5, 6, 10, 11, 13, 15, 18, 19] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 342 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 343 |  |  |     'Deltoidal Icositetrahedral Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 344 |  |  |         1: [15, 24, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 345 |  |  |         2: [15, 23, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 346 |  |  |         3: [16, 18, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 347 |  |  |         4: [17, 19, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 348 |  |  |         5: [16, 22, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 349 |  |  |         6: [19, 22, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 350 |  |  |         7: [18, 21, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 351 |  |  |         8: [17, 21, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 352 |  |  |         9: [15, 22, 25, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 353 |  |  |         10: [15, 21, 23, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 354 |  |  |         11: [16, 18, 24, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 355 |  |  |         12: [17, 19, 23, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 356 |  |  |         13: [16, 19, 20, 22], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 357 |  |  |         14: [17, 18, 20, 21], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 358 |  |  |         15: [1, 2, 9, 10], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 359 |  |  |         16: [3, 5, 11, 13], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 360 |  |  |         17: [4, 8, 12, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 361 |  |  |         18: [3, 7, 11, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 362 |  |  |         19: [4, 6, 12, 13], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 363 |  |  |         20: [3, 4, 13, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 364 |  |  |         21: [7, 8, 10, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 365 |  |  |         22: [5, 6, 9, 13], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 366 |  |  |         23: [2, 8, 10, 12], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 367 |  |  |         24: [1, 7, 10, 11], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 368 |  |  |         25: [2, 6, 9, 12], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 369 |  |  |         26: [1, 5, 9, 11] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 370 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 371 |  |  |     'Icosidodecahedral Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 372 |  |  |         1: [2, 3, 4, 5], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 373 |  |  |         2: [1, 4, 23, 27], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 374 |  |  |         3: [1, 5, 24, 28], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 375 |  |  |         4: [1, 2, 26, 29], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 376 |  |  |         5: [1, 3, 25, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 377 |  |  |         6: [7, 8, 9, 10], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 378 |  |  |         7: [6, 9, 11, 15], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 379 |  |  |         8: [6, 10, 12, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 380 |  |  |         9: [6, 7, 14, 18], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 381 |  |  |         10: [6, 8, 13, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 382 |  |  |         11: [7, 12, 15, 19], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 383 |  |  |         12: [8, 11, 16, 19], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 384 |  |  |         13: [10, 14, 17, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 385 |  |  |         14: [9, 13, 18, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 386 |  |  |         15: [7, 11, 21, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 387 |  |  |         16: [8, 12, 22, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 388 |  |  |         17: [10, 13, 22, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 389 |  |  |         18: [9, 14, 21, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 390 |  |  |         19: [11, 12, 27, 28], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 391 |  |  |         20: [13, 14, 29, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 392 |  |  |         21: [15, 18, 23, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 393 |  |  |         22: [16, 17, 24, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 394 |  |  |         23: [2, 15, 21, 27], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 395 |  |  |         24: [3, 16, 22, 28], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 396 |  |  |         25: [5, 17, 22, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 397 |  |  |         26: [4, 18, 21, 29], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 398 |  |  |         27: [2, 19, 23, 28], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 399 |  |  |         28: [3, 19, 24, 27], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 400 |  |  |         29: [4, 20, 26, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 401 |  |  |         30: [5, 20, 25, 29] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 402 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 403 |  |  |     'Deltoidal Hexecontahedral Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 404 |  |  |         1: [21, 49, 50], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 405 |  |  |         2: [21, 47, 48], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 406 |  |  |         3: [23, 25, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 407 |  |  |         4: [22, 24, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 408 |  |  |         5: [25, 27, 33], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 409 |  |  |         6: [24, 30, 36], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 410 |  |  |         7: [23, 28, 34], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 411 |  |  |         8: [22, 29, 35], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 412 |  |  |         9: [27, 30, 31], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 413 |  |  |         10: [28, 29, 32], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 414 |  |  |         11: [33, 38, 43], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 415 |  |  |         12: [34, 38, 46], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 416 |  |  |         13: [36, 37, 45], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 417 |  |  |         14: [35, 37, 44], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 418 |  |  |         15: [32, 40, 42], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 419 |  |  |         16: [31, 39, 41], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 420 |  |  |         17: [39, 43, 49], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 421 |  |  |         18: [40, 46, 50], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 422 |  |  |         19: [41, 45, 47], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 423 |  |  |         20: [42, 44, 48], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 424 |  |  |         21: [1, 2, 51, 52], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 425 |  |  |         22: [4, 8, 54, 56], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 426 |  |  |         23: [3, 7, 53, 56], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 427 |  |  |         24: [4, 6, 54, 55], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 428 |  |  |         25: [3, 5, 53, 55], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 429 |  |  |         26: [3, 4, 55, 56], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 430 |  |  |         27: [5, 9, 55, 57], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 431 |  |  |         28: [7, 10, 56, 58], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 432 |  |  |         29: [8, 10, 56, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 433 |  |  |         30: [6, 9, 55, 59], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 434 |  |  |         31: [9, 16, 57, 59], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 435 |  |  |         32: [10, 15, 58, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 436 |  |  |         33: [5, 11, 53, 57], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 437 |  |  |         34: [7, 12, 53, 58], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 438 |  |  |         35: [8, 14, 54, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 439 |  |  |         36: [6, 13, 54, 59], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 440 |  |  |         37: [13, 14, 54, 62], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 441 |  |  |         38: [11, 12, 53, 61], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 442 |  |  |         39: [16, 17, 52, 57], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 443 |  |  |         40: [15, 18, 51, 58], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 444 |  |  |         41: [16, 19, 52, 59], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 445 |  |  |         42: [15, 20, 51, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 446 |  |  |         43: [11, 17, 57, 61], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 447 |  |  |         44: [14, 20, 60, 62], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 448 |  |  |         45: [13, 19, 59, 62], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 449 |  |  |         46: [12, 18, 58, 61], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 450 |  |  |         47: [2, 19, 52, 62], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 451 |  |  |         48: [2, 20, 51, 62], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 452 |  |  |         49: [1, 17, 52, 61], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 453 |  |  |         50: [1, 18, 51, 61], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 454 |  |  |         51: [21, 40, 42, 48, 50], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 455 |  |  |         52: [21, 39, 41, 47, 49], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 456 |  |  |         53: [23, 25, 33, 34, 38], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 457 |  |  |         54: [22, 24, 35, 36, 37], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 458 |  |  |         55: [24, 25, 26, 27, 30], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 459 |  |  |         56: [22, 23, 26, 28, 29], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 460 |  |  |         57: [27, 31, 33, 39, 43], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 461 |  |  |         58: [28, 32, 34, 40, 46], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 462 |  |  |         59: [30, 31, 36, 41, 45], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 463 |  |  |         60: [29, 32, 35, 42, 44], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 464 |  |  |         61: [38, 43, 46, 49, 50], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 465 |  |  |         62: [37, 44, 45, 47, 48] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 466 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 467 |  |  |     'Kocohl74': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 468 |  |  |         1: [2, 3, 4], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 469 |  |  |         2: [1, 71, 74], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 470 |  |  |         3: [1, 72, 73], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 471 |  |  |         4: [1, 69, 70], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 472 |  |  |         5: [6, 43, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 473 |  |  |         6: [5, 7, 50], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 474 |  |  |         7: [6, 8, 9], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 475 |  |  |         8: [7, 39, 40], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 476 |  |  |         9: [7, 41, 42], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 477 |  |  |         10: [11, 12, 31], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 478 |  |  |         11: [10, 21, 25], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 479 |  |  |         12: [10, 20, 22], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 480 |  |  |         13: [15, 18, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 481 |  |  |         14: [15, 44, 47], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 482 |  |  |         15: [13, 14, 45], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 483 |  |  |         16: [17, 46, 47], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 484 |  |  |         17: [16, 18, 21], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 485 |  |  |         18: [13, 17, 22], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 486 |  |  |         19: [20, 21, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 487 |  |  |         20: [12, 19, 24], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 488 |  |  |         21: [11, 17, 19], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 489 |  |  |         22: [12, 18, 23], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 490 |  |  |         23: [19, 22, 28], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 491 |  |  |         24: [13, 20, 26], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 492 |  |  |         25: [11, 26, 27], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 493 |  |  |         26: [24, 25, 35], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 494 |  |  |         27: [25, 30, 37], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 495 |  |  |         28: [23, 29, 35], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 496 |  |  |         29: [28, 30, 34], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 497 |  |  |         30: [27, 29, 33], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 498 |  |  |         31: [10, 33, 34], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 499 |  |  |         32: [40, 46, 48], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 500 |  |  |         33: [30, 31, 42], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 501 |  |  |         34: [29, 31, 41], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 502 |  |  |         35: [26, 28, 42], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 503 |  |  |         36: [38, 39, 43], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 504 |  |  |         37: [27, 38, 41], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 505 |  |  |         38: [36, 37, 40], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 506 |  |  |         39: [8, 36, 49], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 507 |  |  |         40: [8, 32, 38], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 508 |  |  |         41: [9, 34, 37], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 509 |  |  |         42: [9, 33, 35], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 510 |  |  |         43: [5, 36, 54], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 511 |  |  |         44: [14, 49, 52], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 512 |  |  |         45: [15, 48, 52], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 513 |  |  |         46: [16, 32, 56], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 514 |  |  |         47: [14, 16, 51], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 515 |  |  |         48: [32, 45, 57], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 516 |  |  |         49: [39, 44, 51], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 517 |  |  |         50: [6, 55, 58], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 518 |  |  |         51: [47, 49, 66], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 519 |  |  |         52: [44, 45, 65], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 520 |  |  |         53: [58, 63, 67], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 521 |  |  |         54: [43, 59, 63], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 522 |  |  |         55: [50, 59, 62], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 523 |  |  |         56: [46, 57, 66], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 524 |  |  |         57: [48, 56, 65], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 525 |  |  |         58: [50, 53, 61], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 526 |  |  |         59: [54, 55, 64], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 527 |  |  |         60: [5, 62, 64], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 528 |  |  |         61: [58, 68, 71], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 529 |  |  |         62: [55, 60, 72], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 530 |  |  |         63: [53, 54, 72], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 531 |  |  |         64: [59, 60, 71], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 532 |  |  |         65: [52, 57, 70], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 533 |  |  |         66: [51, 56, 69], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 534 |  |  |         67: [53, 70, 74], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 535 |  |  |         68: [61, 69, 73], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 536 |  |  |         69: [4, 66, 68], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 537 |  |  |         70: [4, 65, 67], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 538 |  |  |         71: [2, 61, 64], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 539 |  |  |         72: [3, 62, 63], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 540 |  |  |         73: [3, 68, 74], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 541 |  |  |         74: [2, 67, 73] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 542 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 543 |  |  |     'https://houseofgraphs.org/graphs/3312': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 544 |  |  |         1: [2, 3, 4], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 545 |  |  |         2: [1, 87, 88], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 546 |  |  |         3: [1, 85, 88], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 547 |  |  |         4: [1, 84, 86], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 548 |  |  |         5: [6, 7, 88], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 549 |  |  |         6: [5, 83, 87], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 550 |  |  |         7: [5, 81, 82], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 551 |  |  |         8: [83, 84, 86], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 552 |  |  |         9: [10, 11, 83], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 553 |  |  |         10: [9, 80, 86], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 554 |  |  |         11: [9, 79, 82], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 555 |  |  |         12: [28, 29, 80], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 556 |  |  |         13: [28, 45, 80], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 557 |  |  |         14: [16, 19, 81], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 558 |  |  |         15: [19, 78, 81], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 559 |  |  |         16: [14, 17, 82], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 560 |  |  |         17: [16, 18, 79], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 561 |  |  |         18: [17, 19, 20], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 562 |  |  |         19: [14, 15, 18], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 563 |  |  |         20: [18, 77, 78], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 564 |  |  |         21: [22, 23, 76], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 565 |  |  |         22: [21, 72, 75], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 566 |  |  |         23: [21, 73, 74], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 567 |  |  |         24: [25, 34, 85], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 568 |  |  |         25: [24, 26, 27], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 569 |  |  |         26: [25, 33, 38], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 570 |  |  |         27: [25, 32, 34], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 571 |  |  |         28: [12, 13, 31], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 572 |  |  |         29: [12, 30, 37], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 573 |  |  |         30: [29, 31, 36], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 574 |  |  |         31: [28, 30, 39], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 575 |  |  |         32: [27, 33, 40], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 576 |  |  |         33: [26, 32, 35], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 577 |  |  |         34: [24, 27, 43], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 578 |  |  |         35: [33, 38, 44], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 579 |  |  |         36: [30, 37, 42], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 580 |  |  |         37: [29, 36, 41], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 581 |  |  |         38: [26, 35, 41], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 582 |  |  |         39: [31, 42, 45], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 583 |  |  |         40: [32, 43, 44], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 584 |  |  |         41: [37, 38, 47], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 585 |  |  |         42: [36, 39, 47], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 586 |  |  |         43: [34, 40, 46], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 587 |  |  |         44: [35, 40, 50], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 588 |  |  |         45: [13, 39, 51], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 589 |  |  |         46: [43, 65, 85], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 590 |  |  |         47: [41, 42, 64], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 591 |  |  |         48: [53, 57, 63], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 592 |  |  |         49: [52, 56, 60], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 593 |  |  |         50: [44, 52, 61], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 594 |  |  |         51: [45, 53, 62], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 595 |  |  |         52: [49, 50, 65], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 596 |  |  |         53: [48, 51, 64], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 597 |  |  |         54: [59, 63, 71], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 598 |  |  |         55: [58, 60, 70], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 599 |  |  |         56: [49, 58, 61], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 600 |  |  |         57: [48, 59, 62], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 601 |  |  |         58: [55, 56, 67], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 602 |  |  |         59: [54, 57, 69], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 603 |  |  |         60: [49, 55, 66], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 604 |  |  |         61: [50, 56, 67], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 605 |  |  |         62: [51, 57, 69], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 606 |  |  |         63: [48, 54, 68], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 607 |  |  |         64: [47, 53, 68], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 608 |  |  |         65: [46, 52, 66], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 609 |  |  |         66: [60, 65, 72], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 610 |  |  |         67: [58, 61, 75], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 611 |  |  |         68: [63, 64, 74], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 612 |  |  |         69: [59, 62, 73], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 613 |  |  |         70: [55, 72, 75], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 614 |  |  |         71: [54, 73, 74], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 615 |  |  |         72: [22, 66, 70], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 616 |  |  |         73: [23, 69, 71], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 617 |  |  |         74: [23, 68, 71], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 618 |  |  |         75: [22, 67, 70], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 619 |  |  |         76: [21, 77, 78], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 620 |  |  |         77: [20, 76, 79], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 621 |  |  |         78: [15, 20, 76], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 622 |  |  |         79: [11, 17, 77], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 623 |  |  |         80: [10, 12, 13], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 624 |  |  |         81: [7, 14, 15], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 625 |  |  |         82: [7, 11, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 626 |  |  |         83: [6, 8, 9], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 627 |  |  |         84: [4, 8, 87], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 628 |  |  |         85: [3, 24, 46], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 629 |  |  |         86: [4, 8, 10], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 630 |  |  |         87: [2, 6, 84], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 631 |  |  |         88: [2, 3, 5] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 632 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 633 |  |  |     'https://houseofgraphs.org/graphs/31104': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 634 |  |  |         1: [2, 3, 4, 5], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 635 |  |  |         2: [1, 4, 9, 10], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 636 |  |  |         3: [1, 5, 8, 10], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 637 |  |  |         4: [1, 2, 6, 8], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 638 |  |  |         5: [1, 3, 7, 9], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 639 |  |  |         6: [4, 7, 8, 10], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 640 |  |  |         7: [5, 6, 9, 10], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 641 |  |  |         8: [3, 4, 6, 9], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 642 |  |  |         9: [2, 5, 7, 8], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 643 |  |  |         10: [2, 3, 6, 7] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 644 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 645 |  |  |     'Utility Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 646 |  |  |         1: [2, 3, 4], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 647 |  |  |         2: [1, 5, 6], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 648 |  |  |         3: [1, 5, 6], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 649 |  |  |         4: [1, 5, 6], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 650 |  |  |         5: [2, 3, 4], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 651 |  |  |         6: [2, 3, 4] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 652 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 653 |  |  |     'Errara Graph': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 654 |  |  |         1: [3, 4, 5, 11, 12], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 655 |  |  |         2: [6, 7, 8, 9, 10], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 656 |  |  |         3: [1, 4, 5, 13, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 657 |  |  |         4: [1, 3, 11, 13, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 658 |  |  |         5: [1, 3, 12, 14, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 659 |  |  |         6: [2, 7, 8, 15, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 660 |  |  |         7: [2, 6, 9, 15, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 661 |  |  |         8: [2, 6, 10, 13, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 662 |  |  |         9: [2, 7, 10, 14, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 663 |  |  |         10: [2, 8, 9, 13, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 664 |  |  |         11: [1, 4, 12, 15, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 665 |  |  |         12: [1, 5, 11, 15, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 666 |  |  |         13: [3, 4, 8, 10, 14, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 667 |  |  |         14: [3, 5, 9, 10, 13, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 668 |  |  |         15: [6, 7, 11, 12, 16, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 669 |  |  |         16: [4, 6, 8, 11, 13, 15], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 670 |  |  |         17: [5, 7, 9, 12, 14, 15] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 671 |  |  |     }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 672 |  |  |     'Dragon Curve Blob 6': { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 673 |  |  |         1: [4, 15], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 674 |  |  |         2: [8, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 675 |  |  |         3: [8, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 676 |  |  |         4: [1, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 677 |  |  |         5: [7, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 678 |  |  |         6: [7, 14], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 679 |  |  |         7: [5, 6], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 680 |  |  |         8: [2, 3], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 681 |  |  |         9: [11, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 682 |  |  |         10: [13, 15], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 683 |  |  |         11: [9, 12], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 684 |  |  |         12: [11, 16, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 685 |  |  |         13: [10, 16, 17], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 686 |  |  |         14: [4, 5, 6, 15], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 687 |  |  |         15: [1, 10, 14, 16], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 688 |  |  |         16: [9, 12, 13, 15], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 689 |  |  |         17: [2, 3, 12, 13] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 690 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 691 |  |  | } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 692 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 693 |  |  | AdjacencyList = NewType('AdjacencyList', dict[int, list[int]]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 694 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 695 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 696 |  |  | def ladder_ring_graph(size: int) -> nx.Graph: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 697 |  |  |     g: nx.Graph = nx.ladder_graph(size) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 698 |  |  |     g.add_edge(size, size * 2 - 1) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 699 |  |  |     g.add_edge(0, size - 1) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 700 |  |  |     g.name = f'Ladder Ring[{size}]' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 701 |  |  |     return g | 
            
                                                                                                            
                            
            
                                    
            
            
                | 702 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 703 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 704 |  |  | def ladder_mobius_graph(size: int) -> nx.Graph: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 705 |  |  |     g = nx.ladder_graph(size) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 706 |  |  |     g.add_edge(size, size - 1) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 707 |  |  |     g.add_edge(0, size * 2 - 1) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 708 |  |  |     g.name = f'Ladder Möbius Ring[{size}]' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 709 |  |  |     return g | 
            
                                                                                                            
                            
            
                                    
            
            
                | 710 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 711 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 712 |  |  | def _cylinder_edges(circumference: int, length: int) -> Iterable[tuple[int, int]]: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 713 |  |  |     for k in range(length): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 714 |  |  |         start = k * circumference | 
            
                                                                                                            
                            
            
                                    
            
            
                | 715 |  |  |         stop = (k + 1) * circumference - 1 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 716 |  |  |         if k > 0: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 717 |  |  |             yield start, start - circumference | 
            
                                                                                                            
                            
            
                                    
            
            
                | 718 |  |  |             yield stop, stop - circumference | 
            
                                                                                                            
                            
            
                                    
            
            
                | 719 |  |  |         for i in range(start, stop): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 720 |  |  |             yield i, i + 1 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 721 |  |  |             if k > 0: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 722 |  |  |                 yield i, i - circumference | 
            
                                                                                                            
                            
            
                                    
            
            
                | 723 |  |  |         yield stop, start | 
            
                                                                                                            
                            
            
                                    
            
            
                | 724 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 725 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 726 |  |  | def cylinder_graph(circumference: int, length: int) -> nx.Graph: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 727 |  |  |     g = nx.Graph(_cylinder_edges(circumference, length)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 728 |  |  |     g.name = f'Cylinder[circumference={circumference},length={length}]' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 729 |  |  |     return g | 
            
                                                                                                            
                            
            
                                    
            
            
                | 730 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 731 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 732 |  |  | def _spiral_edges(n, k) -> Iterable[tuple[int, int]]: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 733 |  |  |     for i in range(n): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 734 |  |  |         yield i, i + 1 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 735 |  |  |         if i - k >= 0: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 736 |  |  |             yield i, i - k | 
            
                                                                                                            
                            
            
                                    
            
            
                | 737 |  |  |     yield n, n - k | 
            
                                                                                                            
                            
            
                                    
            
            
                | 738 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 739 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 740 |  |  | def spiral_graph(n, k) -> nx.Graph: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 741 |  |  |     g = nx.Graph(_spiral_edges(n, k)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 742 |  |  |     g.name = f'Spiral[n={n},k={k}]' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 743 |  |  |     return g | 
            
                                                                                                            
                            
            
                                    
            
            
                | 744 |  |  |  | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 745 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 746 |  |  | def _spiral_torus_edges(n, k) -> Iterable[tuple[int, int]]: | 
            
                                                                        
                            
            
                                    
            
            
                | 747 |  |  |     yield from _spiral_edges(n - 1, k) | 
            
                                                                        
                            
            
                                    
            
            
                | 748 |  |  |     yield n - 1, 0 | 
            
                                                                        
                            
            
                                    
            
            
                | 749 |  |  |     for i in range(k): | 
            
                                                                        
                            
            
                                    
            
            
                | 750 |  |  |         yield i, n - k + i | 
            
                                                                                                            
                            
            
                                    
            
            
                | 751 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 752 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 753 |  |  | def spiral_torus_graph(n, k) -> nx.Graph: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 754 |  |  |     g = nx.Graph(_spiral_torus_edges(n, k)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 755 |  |  |     g.name = f'Spiral Torus[n={n},k={k}]' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 756 |  |  |     return g | 
            
                                                                                                            
                            
            
                                    
            
            
                | 757 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 758 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 759 |  |  | def k_regular_edges(n, k) -> Iterable[tuple[int, int]]: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 760 |  |  |     yield from itertools.chain.from_iterable( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 761 |  |  |         ((i, j) for j in range(i + 1, i + k + 1)) | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 762 |  |  |         for i in range(n-k)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 763 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 764 |  |  | def k_regular_graph(n, k) -> nx.Graph: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 765 |  |  |     g = nx.Graph(k_regular_edges(n, k)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 766 |  |  |     g.name = f'Generalized Buckyball[n={n},k={k}]' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 767 |  |  |     return g | 
            
                                                                                                            
                            
            
                                    
            
            
                | 768 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 769 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 770 |  |  | def adjacency_edges(adjacency_list: AdjacencyList) -> Iterable[tuple[int, int]]: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 771 |  |  |     yield from itertools.chain.from_iterable( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 772 |  |  |         ((k, t) for t in v) | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 773 |  |  |         for k, v | 
            
                                                                                                            
                            
            
                                    
            
            
                | 774 |  |  |         in adjacency_list.items() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 775 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 776 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 777 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 778 |  |  | def from_adjacency_lists(adjacency_lists: dict[str, AdjacencyList]) -> dict[str, nx.Graph]: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 779 |  |  |     items = ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 780 |  |  |         (name, adjacency_edges(adjacency_list)) | 
                            
                    |  |  |  | 
                                                                                        
                                                                                            
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 781 |  |  |         for name, adjacency_list | 
            
                                                                                                            
                            
            
                                    
            
            
                | 782 |  |  |         in adjacency_lists.items() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 783 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 784 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 785 |  |  |     return {n: nx.Graph(list(e)) for n, e in items} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 786 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 787 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 788 |  |  | def special_graphs(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 789 |  |  |     return from_adjacency_lists(SPECIAL_GRAPHS_ADJACENCY_LISTS) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 790 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 791 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 792 |  |  | def atlas(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 793 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 794 |  |  |     Generate a dictionary of various graph structures and models based on the provided atlas. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 795 |  |  |     The function creates different types of graphs and models using NetworkX library. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 796 |  |  |     The generated graphs include Tetrahedron, Cube, Octahedron, Dodecahedron, Icosahedron, Tesseract, Truncated Cube, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 797 |  |  |     Truncated Tetrahedron, Ladder, Ring, Möbius, Cylinder, Spiral, Spiral Torus, and Circulant[10,[2]]. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 798 |  |  |     Additionally, the function includes adjacency mappings for specific named graphs like | 
            
                                                                                                            
                            
            
                                    
            
            
                | 799 |  |  |     Buckyball - Truncated Icosahedral Graph, D30 - Rhombic Triacontahedral Graph, Small Rhombicosidodecahedral Graph, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 800 |  |  |     Small Rhombicuboctahedral Graph, Great Rhombicosidodecahedral Graph, Disdyakis Dodecahedral Graph, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 801 |  |  |     Deltoidal Icositetrahedral Graph, Icosidodecahedral Graph, Deltoidal Hexecontahedral Graph, Kocohl74, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 802 |  |  |     Utility Graph, Errara Graph, and Dragon Curve Blob 6. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 803 |  |  |     The adjacency mappings define the connections between nodes in each named graph. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 804 |  |  |     The function returns a dictionary | 
            
                                                                                                            
                            
            
                                    
            
            
                | 805 |  |  |     containing the named graphs as keys and their corresponding NetworkX graph objects as values. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 806 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 807 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 808 |  |  |     graph_atlas = { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 809 |  |  |         'Triangle': nx.cycle_graph(3), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 810 |  |  |         'Square': nx.cycle_graph(4), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 811 |  |  |         'Square Lattice[3,3]': nx.grid_2d_graph(3, 3), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 812 |  |  |         'Pentagon': nx.cycle_graph(5), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 813 |  |  |         'Hexagon': nx.cycle_graph(6), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 814 |  |  |         'Heptagon': nx.cycle_graph(7), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 815 |  |  |         'Octagon': nx.cycle_graph(8), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 816 |  |  |         'Tetrahedron': nx.tetrahedral_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 817 |  |  |         'Cube': nx.hypercube_graph(3), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 818 |  |  |         'Octahedron': nx.octahedral_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 819 |  |  |         'Dodecahedron': nx.dodecahedral_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 820 |  |  |         'Icosahedron': nx.icosahedral_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 821 |  |  |         'Tesseract': nx.hypercube_graph(4), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 822 |  |  |         'Hypercube[5]': nx.hypercube_graph(5), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 823 |  |  |         'Truncated Cube': nx.truncated_cube_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 824 |  |  |         'Truncated Tetrahedron': nx.truncated_tetrahedron_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 825 |  |  |         'Ladder[16]': nx.ladder_graph(16), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 826 |  |  |         'Ladder Ring[16]': ladder_ring_graph(16), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 827 |  |  |         'Ladder Möbius Ring[16]': ladder_mobius_graph(16), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 828 |  |  |         'Cylinder[6,8]': cylinder_graph(6, 8), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 829 |  |  |         'Spiral[128,8]': spiral_graph(128, 8), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 830 |  |  |         'Spiral Torus[128,8]': spiral_torus_graph(128, 8), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 831 |  |  |         'Chvátal': nx.chvatal_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 832 |  |  |         'Circulant[10,[2]]': nx.circulant_graph(10, [2]), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 833 |  |  |         'Desargues': nx.desargues_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 834 |  |  |         'Dorogovtsev-Goltsev-Mendes[4]': nx.dorogovtsev_goltsev_mendes_graph(4), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 835 |  |  |         'Frucht': nx.frucht_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 836 |  |  |         'Heawood': nx.heawood_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 837 |  |  |         'Hoffman-Singleton': nx.hoffman_singleton_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 838 |  |  |         # 'Margulis-Gabber-Galil[8]': nx.margulis_gabber_galil_graph(8), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 839 |  |  |         'Papus': nx.pappus_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 840 |  |  |         'Petersen': nx.petersen_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 841 |  |  |         'Sedgewick Maze': nx.sedgewick_maze_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 842 |  |  |         'Tutte': nx.tutte_graph(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 843 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 844 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 845 |  |  |     graph_atlas.update(special_graphs()) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 846 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 847 |  |  |     def clean(s: str): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 848 |  |  |         # Remove invalid characters | 
            
                                                                                                            
                            
            
                                    
            
            
                | 849 |  |  |         s = re.sub('[^0-9a-zA-Z_]', '_', s) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 850 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 851 |  |  |         # Remove leading characters until we find a letter or underscore | 
            
                                                                                                            
                            
            
                                    
            
            
                | 852 |  |  |         s = re.sub('^[^a-zA-Z_]+', '', s) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 853 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 854 |  |  |         return s | 
            
                                                                                                            
                            
            
                                    
            
            
                | 855 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 856 |  |  |     for name, g in graph_atlas.items(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 857 |  |  |         _type = clean(name).capitalize() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 858 |  |  |         nx.set_node_attributes(g, _type, 'type') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 859 |  |  |         nx.set_edge_attributes(g, _type, 'type') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 860 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 861 |  |  |     return graph_atlas | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 862 |  |  |  | 
            
                                                        
            
                                    
            
            
                | 863 |  |  |  |