clf_discount.dot

digraph Tree {
node [shape=box, style="filled, rounded", color="black", fontname=helvetica] ;
edge [fontname=helvetica] ;
0 [label="products_count <= 5.5\ngini = 0.385\nsamples = 30001\nvalue = [22194, 7807]", fillcolor="#e58139a5"] ;
1 [label="Gold <= 0.5\ngini = 0.0712\nsamples = 18656\nvalue = [17966, 690]", fillcolor="#e58139f5"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="login_count <= 14.5\ngini = 0.3933\nsamples = 2557\nvalue = [1869, 688]", fillcolor="#e58139a1"] ;
1 -> 2 ;
3 [label="products_count <= 1.5\ngini = 0.1708\nsamples = 1039\nvalue = [941, 98]", fillcolor="#e58139e4"] ;
2 -> 3 ;
4 [label="Asia/Jerusalem <= 0.5\ngini = 0.0765\nsamples = 502\nvalue = [482, 20]", fillcolor="#e58139f4"] ;
3 -> 4 ;
5 [label="Australia/Tasmania <= 0.5\ngini = 0.073\nsamples = 501\nvalue = [482, 19]", fillcolor="#e58139f5"] ;
4 -> 5 ;
6 [label="login_count <= 6.5\ngini = 0.0694\nsamples = 500\nvalue = [482, 18]", fillcolor="#e58139f5"] ;
5 -> 6 ;
7 [label="Good Vibes <= 0.5\ngini = 0.033\nsamples = 358\nvalue = [352, 6]", fillcolor="#e58139fb"] ;
6 -> 7 ;
8 [label="PickleJuice <= 0.5\ngini = 0.0278\nsamples = 355\nvalue = [350, 5]", fillcolor="#e58139fb"] ;
7 -> 8 ;
9 [label="Europe/London <= 0.5\ngini = 0.0225\nsamples = 351\nvalue = [347, 4]", fillcolor="#e58139fc"] ;
8 -> 9 ;
10 [label="Ranger <= 0.5\ngini = 0.0123\nsamples = 323\nvalue = [321, 2]", fillcolor="#e58139fd"] ;
9 -> 10 ;
11 [label="America/Chicago <= 0.5\ngini = 0.0063\nsamples = 315\nvalue = [314, 1]", fillcolor="#e58139fe"] ;
10 -> 11 ;
12 [label="gini = 0.0\nsamples = 258\nvalue = [258, 0]", fillcolor="#e58139ff"] ;
11 -> 12 ;
13 [label="login_count <= 1.5\ngini = 0.0345\nsamples = 57\nvalue = [56, 1]", fillcolor="#e58139fa"] ;
11 -> 13 ;
14 [label="chrome <= 0.5\ngini = 0.095\nsamples = 20\nvalue = [19, 1]", fillcolor="#e58139f2"] ;
13 -> 14 ;
15 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139ff"] ;
14 -> 15 ;
16 [label="products_count <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
14 -> 16 ;
17 [label="Platinum <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
16 -> 17 ;
18 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
17 -> 18 ;
19 [label="Lunch Break <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
17 -> 19 ;
20 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
19 -> 20 ;
21 [label="gini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
19 -> 21 ;
22 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
16 -> 22 ;
23 [label="gini = 0.0\nsamples = 37\nvalue = [37, 0]", fillcolor="#e58139ff"] ;
13 -> 23 ;
24 [label="safari <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
10 -> 24 ;
25 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
24 -> 25 ;
26 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
24 -> 26 ;
27 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
26 -> 27 ;
28 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
26 -> 28 ;
29 [label="Luna <= 0.5\ngini = 0.1327\nsamples = 28\nvalue = [26, 2]", fillcolor="#e58139eb"] ;
9 -> 29 ;
30 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]", fillcolor="#e58139ff"] ;
29 -> 30 ;
31 [label="Platinum <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
29 -> 31 ;
32 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
31 -> 32 ;
33 [label="login_count <= 4.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
31 -> 33 ;
34 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
33 -> 34 ;
35 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
33 -> 35 ;
36 [label="edge <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
8 -> 36 ;
37 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
36 -> 37 ;
38 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
36 -> 38 ;
39 [label="products_count <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
7 -> 39 ;
40 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
39 -> 40 ;
41 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
39 -> 41 ;
42 [label="Trace <= 0.5\ngini = 0.1547\nsamples = 142\nvalue = [130, 12]", fillcolor="#e58139e7"] ;
6 -> 42 ;
43 [label="Blocks <= 0.5\ngini = 0.1362\nsamples = 136\nvalue = [126, 10]", fillcolor="#e58139eb"] ;
42 -> 43 ;
44 [label="America/New_York <= 0.5\ngini = 0.1253\nsamples = 134\nvalue = [125, 9]", fillcolor="#e58139ed"] ;
43 -> 44 ;
45 [label="Sidecar <= 0.5\ngini = 0.0807\nsamples = 95\nvalue = [91, 4]", fillcolor="#e58139f4"] ;
44 -> 45 ;
46 [label="internet explorer <= 0.5\ngini = 0.0454\nsamples = 86\nvalue = [84, 2]", fillcolor="#e58139f9"] ;
45 -> 46 ;
47 [label="America/Los_Angeles <= 0.5\ngini = 0.0241\nsamples = 82\nvalue = [81, 1]", fillcolor="#e58139fc"] ;
46 -> 47 ;
48 [label="gini = 0.0\nsamples = 67\nvalue = [67, 0]", fillcolor="#e58139ff"] ;
47 -> 48 ;
49 [label="safari <= 0.5\ngini = 0.1244\nsamples = 15\nvalue = [14, 1]", fillcolor="#e58139ed"] ;
47 -> 49 ;
50 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139ff"] ;
49 -> 50 ;
51 [label="login_count <= 8.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
49 -> 51 ;
52 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
51 -> 52 ;
53 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
51 -> 53 ;
54 [label="products_count <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
46 -> 54 ;
55 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
54 -> 55 ;
56 [label="Lunch Break <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
54 -> 56 ;
57 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
56 -> 57 ;
58 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
56 -> 58 ;
59 [label="login_count <= 7.5\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
45 -> 59 ;
60 [label="Australia/West <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
59 -> 60 ;
61 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
60 -> 61 ;
62 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
60 -> 62 ;
63 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
59 -> 63 ;
64 [label="Lunch Break <= 0.5\ngini = 0.2235\nsamples = 39\nvalue = [34, 5]", fillcolor="#e58139da"] ;
44 -> 64 ;
65 [label="safari <= 0.5\ngini = 0.074\nsamples = 26\nvalue = [25, 1]", fillcolor="#e58139f5"] ;
64 -> 65 ;
66 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]", fillcolor="#e58139ff"] ;
65 -> 66 ;
67 [label="products_count <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
65 -> 67 ;
68 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
67 -> 68 ;
69 [label="login_count <= 10.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
67 -> 69 ;
70 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
69 -> 70 ;
71 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
69 -> 71 ;
72 [label="login_count <= 8.5\ngini = 0.426\nsamples = 13\nvalue = [9, 4]", fillcolor="#e581398e"] ;
64 -> 72 ;
73 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
72 -> 73 ;
74 [label="products_count <= 0.5\ngini = 0.4938\nsamples = 9\nvalue = [5, 4]", fillcolor="#e5813933"] ;
72 -> 74 ;
75 [label="Platinum <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
74 -> 75 ;
76 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
75 -> 76 ;
77 [label="login_count <= 9.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
75 -> 77 ;
78 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
77 -> 78 ;
79 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
77 -> 79 ;
80 [label="safari <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
74 -> 80 ;
81 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
80 -> 81 ;
82 [label="login_count <= 10.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
80 -> 82 ;
83 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
82 -> 83 ;
84 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
82 -> 84 ;
85 [label="login_count <= 12.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
43 -> 85 ;
86 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
85 -> 86 ;
87 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
85 -> 87 ;
88 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
42 -> 88 ;
89 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
88 -> 89 ;
90 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
88 -> 90 ;
91 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
5 -> 91 ;
92 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4 -> 92 ;
93 [label="Europe/London <= 0.5\ngini = 0.2483\nsamples = 537\nvalue = [459, 78]", fillcolor="#e58139d4"] ;
3 -> 93 ;
94 [label="login_count <= 9.5\ngini = 0.2305\nsamples = 489\nvalue = [424, 65]", fillcolor="#e58139d8"] ;
93 -> 94 ;
95 [label="Europe/Vienna <= 0.5\ngini = 0.1816\nsamples = 307\nvalue = [276, 31]", fillcolor="#e58139e2"] ;
94 -> 95 ;
96 [label="Ranger <= 0.5\ngini = 0.1769\nsamples = 306\nvalue = [276, 30]", fillcolor="#e58139e3"] ;
95 -> 96 ;
97 [label="Australia/West <= 0.5\ngini = 0.1632\nsamples = 290\nvalue = [264, 26]", fillcolor="#e58139e6"] ;
96 -> 97 ;
98 [label="login_count <= 3.5\ngini = 0.1585\nsamples = 288\nvalue = [263, 25]", fillcolor="#e58139e7"] ;
97 -> 98 ;
99 [label="America/Toronto <= 0.5\ngini = 0.0689\nsamples = 84\nvalue = [81, 3]", fillcolor="#e58139f6"] ;
98 -> 99 ;
100 [label="America/Los_Angeles <= 0.5\ngini = 0.0482\nsamples = 81\nvalue = [79, 2]", fillcolor="#e58139f9"] ;
99 -> 100 ;
101 [label="Neat <= 0.5\ngini = 0.0278\nsamples = 71\nvalue = [70, 1]", fillcolor="#e58139fb"] ;
100 -> 101 ;
102 [label="gini = 0.0\nsamples = 61\nvalue = [61, 0]", fillcolor="#e58139ff"] ;
101 -> 102 ;
103 [label="America/Chicago <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e58139e3"] ;
101 -> 103 ;
104 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
103 -> 104 ;
105 [label="login_count <= 2.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
103 -> 105 ;
106 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
105 -> 106 ;
107 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
105 -> 107 ;
108 [label="chrome <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e58139e3"] ;
100 -> 108 ;
109 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
108 -> 109 ;
110 [label="Lunch Break <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
108 -> 110 ;
111 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
110 -> 111 ;
112 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
110 -> 112 ;
113 [label="Sidecar <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
99 -> 113 ;
114 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
113 -> 114 ;
115 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
113 -> 115 ;
116 [label="Sexy <= 0.5\ngini = 0.1924\nsamples = 204\nvalue = [182, 22]", fillcolor="#e58139e0"] ;
98 -> 116 ;
117 [label="Neat <= 0.5\ngini = 0.1816\nsamples = 198\nvalue = [178, 20]", fillcolor="#e58139e2"] ;
116 -> 117 ;
118 [label="Luna <= 0.5\ngini = 0.1536\nsamples = 167\nvalue = [153, 14]", fillcolor="#e58139e8"] ;
117 -> 118 ;
119 [label="Australia/NSW <= 0.5\ngini = 0.0989\nsamples = 115\nvalue = [109, 6]", fillcolor="#e58139f1"] ;
118 -> 119 ;
120 [label="America/New_York <= 0.5\ngini = 0.0853\nsamples = 112\nvalue = [107, 5]", fillcolor="#e58139f3"] ;
119 -> 120 ;
121 [label="login_count <= 4.5\ngini = 0.0322\nsamples = 61\nvalue = [60, 1]", fillcolor="#e58139fb"] ;
120 -> 121 ;
122 [label="America/Chicago <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
121 -> 122 ;
123 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
122 -> 123 ;
124 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
122 -> 124 ;
125 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
124 -> 125 ;
126 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
124 -> 126 ;
127 [label="gini = 0.0\nsamples = 52\nvalue = [52, 0]", fillcolor="#e58139ff"] ;
121 -> 127 ;
128 [label="Nova <= 0.5\ngini = 0.1446\nsamples = 51\nvalue = [47, 4]", fillcolor="#e58139e9"] ;
120 -> 128 ;
129 [label="products_count <= 4.5\ngini = 0.1172\nsamples = 48\nvalue = [45, 3]", fillcolor="#e58139ee"] ;
128 -> 129 ;
130 [label="chrome <= 0.5\ngini = 0.0512\nsamples = 38\nvalue = [37, 1]", fillcolor="#e58139f8"] ;
129 -> 130 ;
131 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]", fillcolor="#e58139ff"] ;
130 -> 131 ;
132 [label="login_count <= 6.5\ngini = 0.1244\nsamples = 15\nvalue = [14, 1]", fillcolor="#e58139ed"] ;
130 -> 132 ;
133 [label="login_count <= 5.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
132 -> 133 ;
134 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
133 -> 134 ;
135 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
133 -> 135 ;
136 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
132 -> 136 ;
137 [label="safari <= 0.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]", fillcolor="#e58139bf"] ;
129 -> 137 ;
138 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
137 -> 138 ;
139 [label="login_count <= 5.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
137 -> 139 ;
140 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
139 -> 140 ;
141 [label="login_count <= 6.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
139 -> 141 ;
142 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
141 -> 142 ;
143 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
141 -> 143 ;
144 [label="login_count <= 5.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
128 -> 144 ;
145 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
144 -> 145 ;
146 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
144 -> 146 ;
147 [label="safari <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
119 -> 147 ;
148 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
147 -> 148 ;
149 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
147 -> 149 ;
150 [label="edge <= 0.5\ngini = 0.2604\nsamples = 52\nvalue = [44, 8]", fillcolor="#e58139d1"] ;
118 -> 150 ;
151 [label="Australia/Victoria <= 0.5\ngini = 0.2149\nsamples = 49\nvalue = [43, 6]", fillcolor="#e58139db"] ;
150 -> 151 ;
152 [label="products_count <= 3.5\ngini = 0.1901\nsamples = 47\nvalue = [42, 5]", fillcolor="#e58139e1"] ;
151 -> 152 ;
153 [label="America/Los_Angeles <= 0.5\ngini = 0.0907\nsamples = 21\nvalue = [20, 1]", fillcolor="#e58139f2"] ;
152 -> 153 ;
154 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]", fillcolor="#e58139ff"] ;
153 -> 154 ;
155 [label="login_count <= 7.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
153 -> 155 ;
156 [label="login_count <= 6.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
155 -> 156 ;
157 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
156 -> 157 ;
158 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
156 -> 158 ;
159 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
155 -> 159 ;
160 [label="safari <= 0.5\ngini = 0.2604\nsamples = 26\nvalue = [22, 4]", fillcolor="#e58139d1"] ;
152 -> 160 ;
161 [label="America/Chicago <= 0.5\ngini = 0.1244\nsamples = 15\nvalue = [14, 1]", fillcolor="#e58139ed"] ;
160 -> 161 ;
162 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139ff"] ;
161 -> 162 ;
163 [label="products_count <= 4.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
161 -> 163 ;
164 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
163 -> 164 ;
165 [label="internet explorer <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
163 -> 165 ;
166 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
165 -> 166 ;
167 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
165 -> 167 ;
168 [label="login_count <= 7.0\ngini = 0.3967\nsamples = 11\nvalue = [8, 3]", fillcolor="#e581399f"] ;
160 -> 168 ;
169 [label="login_count <= 4.5\ngini = 0.4898\nsamples = 7\nvalue = [4, 3]", fillcolor="#e5813940"] ;
168 -> 169 ;
170 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
169 -> 170 ;
171 [label="America/New_York <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
169 -> 171 ;
172 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
171 -> 172 ;
173 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
171 -> 173 ;
174 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
168 -> 174 ;
175 [label="login_count <= 6.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
151 -> 175 ;
176 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
175 -> 176 ;
177 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
175 -> 177 ;
178 [label="Australia/Victoria <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
150 -> 178 ;
179 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
178 -> 179 ;
180 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
178 -> 180 ;
181 [label="safari <= 0.5\ngini = 0.3122\nsamples = 31\nvalue = [25, 6]", fillcolor="#e58139c2"] ;
117 -> 181 ;
182 [label="America/Chicago <= 0.5\ngini = 0.3967\nsamples = 22\nvalue = [16, 6]", fillcolor="#e581399f"] ;
181 -> 182 ;
183 [label="America/Los_Angeles <= 0.5\ngini = 0.3324\nsamples = 19\nvalue = [15, 4]", fillcolor="#e58139bb"] ;
182 -> 183 ;
184 [label="America/Toronto <= 0.5\ngini = 0.2907\nsamples = 17\nvalue = [14, 3]", fillcolor="#e58139c8"] ;
183 -> 184 ;
185 [label="login_count <= 6.5\ngini = 0.2311\nsamples = 15\nvalue = [13, 2]", fillcolor="#e58139d8"] ;
184 -> 185 ;
186 [label="login_count <= 5.5\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
185 -> 186 ;
187 [label="America/Denver <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
186 -> 187 ;
188 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
187 -> 188 ;
189 [label="login_count <= 4.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
187 -> 189 ;
190 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
189 -> 190 ;
191 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
189 -> 191 ;
192 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
186 -> 192 ;
193 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
185 -> 193 ;
194 [label="products_count <= 3.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
184 -> 194 ;
195 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
194 -> 195 ;
196 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
194 -> 196 ;
197 [label="products_count <= 4.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
183 -> 197 ;
198 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
197 -> 198 ;
199 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
197 -> 199 ;
200 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
182 -> 200 ;
201 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
200 -> 201 ;
202 [label="products_count <= 4.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
200 -> 202 ;
203 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
202 -> 203 ;
204 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
202 -> 204 ;
205 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
181 -> 205 ;
206 [label="login_count <= 5.0\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
116 -> 206 ;
207 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
206 -> 207 ;
208 [label="America/New_York <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
206 -> 208 ;
209 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
208 -> 209 ;
210 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
208 -> 210 ;
211 [label="products_count <= 3.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
97 -> 211 ;
212 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
211 -> 212 ;
213 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
211 -> 213 ;
214 [label="Europe/Paris <= 0.5\ngini = 0.375\nsamples = 16\nvalue = [12, 4]", fillcolor="#e58139aa"] ;
96 -> 214 ;
215 [label="edge <= 0.5\ngini = 0.32\nsamples = 15\nvalue = [12, 3]", fillcolor="#e58139bf"] ;
214 -> 215 ;
216 [label="products_count <= 2.5\ngini = 0.2449\nsamples = 14\nvalue = [12, 2]", fillcolor="#e58139d4"] ;
215 -> 216 ;
217 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
216 -> 217 ;
218 [label="safari <= 0.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]", fillcolor="#e58139ea"] ;
216 -> 218 ;
219 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139ff"] ;
218 -> 219 ;
220 [label="products_count <= 3.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
218 -> 220 ;
221 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
220 -> 221 ;
222 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
220 -> 222 ;
223 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
215 -> 223 ;
224 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
214 -> 224 ;
225 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
95 -> 225 ;
226 [label="Foundry <= 0.5\ngini = 0.3038\nsamples = 182\nvalue = [148, 34]", fillcolor="#e58139c4"] ;
94 -> 226 ;
227 [label="America/Indianapolis <= 0.5\ngini = 0.2889\nsamples = 177\nvalue = [146, 31]", fillcolor="#e58139c9"] ;
226 -> 227 ;
228 [label="America/Halifax <= 0.5\ngini = 0.2778\nsamples = 174\nvalue = [145, 29]", fillcolor="#e58139cc"] ;
227 -> 228 ;
229 [label="Titanium <= 0.5\ngini = 0.2713\nsamples = 173\nvalue = [145, 28]", fillcolor="#e58139ce"] ;
228 -> 229 ;
230 [label="Trace <= 0.5\ngini = 0.2647\nsamples = 172\nvalue = [145, 27]", fillcolor="#e58139d0"] ;
229 -> 230 ;
231 [label="products_count <= 4.5\ngini = 0.2384\nsamples = 159\nvalue = [137, 22]", fillcolor="#e58139d6"] ;
230 -> 231 ;
232 [label="America/Chicago <= 0.5\ngini = 0.2985\nsamples = 115\nvalue = [94, 21]", fillcolor="#e58139c6"] ;
231 -> 232 ;
233 [label="login_count <= 11.5\ngini = 0.2615\nsamples = 97\nvalue = [82, 15]", fillcolor="#e58139d0"] ;
232 -> 233 ;
234 [label="products_count <= 2.5\ngini = 0.3694\nsamples = 45\nvalue = [34, 11]", fillcolor="#e58139ac"] ;
233 -> 234 ;
235 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]", fillcolor="#e58139ff"] ;
234 -> 235 ;
236 [label="products_count <= 3.5\ngini = 0.477\nsamples = 28\nvalue = [17, 11]", fillcolor="#e581395a"] ;
234 -> 236 ;
237 [label="Diamond <= 0.5\ngini = 0.4012\nsamples = 18\nvalue = [13, 5]", fillcolor="#e581399d"] ;
236 -> 237 ;
238 [label="edge <= 0.5\ngini = 0.3599\nsamples = 17\nvalue = [13, 4]", fillcolor="#e58139b1"] ;
237 -> 238 ;
239 [label="chrome <= 0.5\ngini = 0.3047\nsamples = 16\nvalue = [13, 3]", fillcolor="#e58139c4"] ;
238 -> 239 ;
240 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
239 -> 240 ;
241 [label="Lunch Break <= 0.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#e5813992"] ;
239 -> 241 ;
242 [label="gini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
241 -> 242 ;
243 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
241 -> 243 ;
244 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
238 -> 244 ;
245 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
237 -> 245 ;
246 [label="Sidecar <= 0.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
236 -> 246 ;
247 [label="Lunch Break <= 0.5\ngini = 0.4444\nsamples = 9\nvalue = [3, 6]", fillcolor="#399de57f"] ;
246 -> 247 ;
248 [label="Pacific/Honolulu <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
247 -> 248 ;
249 [label="login_count <= 10.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
248 -> 249 ;
250 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
249 -> 250 ;
251 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
249 -> 251 ;
252 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
248 -> 252 ;
253 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
247 -> 253 ;
254 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
246 -> 254 ;
255 [label="America/Los_Angeles <= 0.5\ngini = 0.142\nsamples = 52\nvalue = [48, 4]", fillcolor="#e58139ea"] ;
233 -> 255 ;
256 [label="gini = 0.0\nsamples = 33\nvalue = [33, 0]", fillcolor="#e58139ff"] ;
255 -> 256 ;
257 [label="Luna <= 0.5\ngini = 0.3324\nsamples = 19\nvalue = [15, 4]", fillcolor="#e58139bb"] ;
255 -> 257 ;
258 [label="Good Vibes <= 0.5\ngini = 0.1327\nsamples = 14\nvalue = [13, 1]", fillcolor="#e58139eb"] ;
257 -> 258 ;
259 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]", fillcolor="#e58139ff"] ;
258 -> 259 ;
260 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
258 -> 260 ;
261 [label="login_count <= 12.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
257 -> 261 ;
262 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
261 -> 262 ;
263 [label="products_count <= 3.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
261 -> 263 ;
264 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
263 -> 264 ;
265 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
263 -> 265 ;
266 [label="internet explorer <= 0.5\ngini = 0.4444\nsamples = 18\nvalue = [12, 6]", fillcolor="#e581397f"] ;
232 -> 266 ;
267 [label="Luna <= 0.5\ngini = 0.4152\nsamples = 17\nvalue = [12, 5]", fillcolor="#e5813995"] ;
266 -> 267 ;
268 [label="products_count <= 2.5\ngini = 0.375\nsamples = 16\nvalue = [12, 4]", fillcolor="#e58139aa"] ;
267 -> 268 ;
269 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
268 -> 269 ;
270 [label="login_count <= 10.5\ngini = 0.4628\nsamples = 11\nvalue = [7, 4]", fillcolor="#e581396d"] ;
268 -> 270 ;
271 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
270 -> 271 ;
272 [label="products_count <= 3.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#e5813992"] ;
270 -> 272 ;
273 [label="Lunch Break <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
272 -> 273 ;
274 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
273 -> 274 ;
275 [label="login_count <= 12.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
273 -> 275 ;
276 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
275 -> 276 ;
277 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
275 -> 277 ;
278 [label="edge <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
272 -> 278 ;
279 [label="Sexy <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
278 -> 279 ;
280 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
279 -> 280 ;
281 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
279 -> 281 ;
282 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
278 -> 282 ;
283 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
267 -> 283 ;
284 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
266 -> 284 ;
285 [label="Sidecar <= 0.5\ngini = 0.0444\nsamples = 44\nvalue = [43, 1]", fillcolor="#e58139f9"] ;
231 -> 285 ;
286 [label="gini = 0.0\nsamples = 41\nvalue = [41, 0]", fillcolor="#e58139ff"] ;
285 -> 286 ;
287 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
285 -> 287 ;
288 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
287 -> 288 ;
289 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
287 -> 289 ;
290 [label="login_count <= 10.5\ngini = 0.4734\nsamples = 13\nvalue = [8, 5]", fillcolor="#e5813960"] ;
230 -> 290 ;
291 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
290 -> 291 ;
292 [label="login_count <= 11.5\ngini = 0.4444\nsamples = 12\nvalue = [8, 4]", fillcolor="#e581397f"] ;
290 -> 292 ;
293 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
292 -> 293 ;
294 [label="chrome <= 0.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
292 -> 294 ;
295 [label="products_count <= 3.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
294 -> 295 ;
296 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
295 -> 296 ;
297 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
295 -> 297 ;
298 [label="login_count <= 13.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
294 -> 298 ;
299 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
298 -> 299 ;
300 [label="America/Los_Angeles <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
298 -> 300 ;
301 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
300 -> 301 ;
302 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
300 -> 302 ;
303 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
229 -> 303 ;
304 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
228 -> 304 ;
305 [label="Lunch Break <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
227 -> 305 ;
306 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
305 -> 306 ;
307 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
305 -> 307 ;
308 [label="Europe/Vienna <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
226 -> 308 ;
309 [label="America/Chicago <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
308 -> 309 ;
310 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
309 -> 310 ;
311 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
309 -> 311 ;
312 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
308 -> 312 ;
313 [label="login_count <= 11.5\ngini = 0.395\nsamples = 48\nvalue = [35, 13]", fillcolor="#e58139a0"] ;
93 -> 313 ;
314 [label="login_count <= 10.5\ngini = 0.4331\nsamples = 41\nvalue = [28, 13]", fillcolor="#e5813989"] ;
313 -> 314 ;
315 [label="PickleJuice <= 0.5\ngini = 0.4012\nsamples = 36\nvalue = [26, 10]", fillcolor="#e581399d"] ;
314 -> 315 ;
316 [label="Neat <= 0.5\ngini = 0.3673\nsamples = 33\nvalue = [25, 8]", fillcolor="#e58139ad"] ;
315 -> 316 ;
317 [label="Trace <= 0.5\ngini = 0.3282\nsamples = 29\nvalue = [23, 6]", fillcolor="#e58139bc"] ;
316 -> 317 ;
318 [label="login_count <= 2.5\ngini = 0.3018\nsamples = 27\nvalue = [22, 5]", fillcolor="#e58139c5"] ;
317 -> 318 ;
319 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
318 -> 319 ;
320 [label="login_count <= 4.5\ngini = 0.375\nsamples = 20\nvalue = [15, 5]", fillcolor="#e58139aa"] ;
318 -> 320 ;
321 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
320 -> 321 ;
322 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
321 -> 322 ;
323 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
321 -> 323 ;
324 [label="safari <= 0.5\ngini = 0.2907\nsamples = 17\nvalue = [14, 3]", fillcolor="#e58139c8"] ;
320 -> 324 ;
325 [label="login_count <= 6.5\ngini = 0.2311\nsamples = 15\nvalue = [13, 2]", fillcolor="#e58139d8"] ;
324 -> 325 ;
326 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
325 -> 326 ;
327 [label="login_count <= 8.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#e58139aa"] ;
325 -> 327 ;
328 [label="Ranger <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
327 -> 328 ;
329 [label="products_count <= 3.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
328 -> 329 ;
330 [label="Luna <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
329 -> 330 ;
331 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
330 -> 331 ;
332 [label="internet explorer <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
330 -> 332 ;
333 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
332 -> 333 ;
334 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
332 -> 334 ;
335 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
329 -> 335 ;
336 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
328 -> 336 ;
337 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
327 -> 337 ;
338 [label="Luna <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
324 -> 338 ;
339 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
338 -> 339 ;
340 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
338 -> 340 ;
341 [label="Titanium <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
317 -> 341 ;
342 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
341 -> 342 ;
343 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
341 -> 343 ;
344 [label="login_count <= 7.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
316 -> 344 ;
345 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
344 -> 345 ;
346 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
344 -> 346 ;
347 [label="products_count <= 2.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
315 -> 347 ;
348 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
347 -> 348 ;
349 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
347 -> 349 ;
350 [label="products_count <= 3.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
314 -> 350 ;
351 [label="safari <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
350 -> 351 ;
352 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
351 -> 352 ;
353 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
351 -> 353 ;
354 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
350 -> 354 ;
355 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
313 -> 355 ;
356 [label="login_count <= 35.5\ngini = 0.4752\nsamples = 1518\nvalue = [928, 590]", fillcolor="#e581395d"] ;
2 -> 356 ;
357 [label="edge <= 0.5\ngini = 0.4159\nsamples = 634\nvalue = [447, 187]", fillcolor="#e5813994"] ;
356 -> 357 ;
358 [label="Australia/South <= 0.5\ngini = 0.4068\nsamples = 609\nvalue = [436, 173]", fillcolor="#e581399a"] ;
357 -> 358 ;
359 [label="Trace <= 0.5\ngini = 0.4037\nsamples = 606\nvalue = [436, 170]", fillcolor="#e581399c"] ;
358 -> 359 ;
360 [label="products_count <= 0.5\ngini = 0.4109\nsamples = 578\nvalue = [411, 167]", fillcolor="#e5813997"] ;
359 -> 360 ;
361 [label="Diamond <= 0.5\ngini = 0.2524\nsamples = 27\nvalue = [23, 4]", fillcolor="#e58139d3"] ;
360 -> 361 ;
362 [label="Platinum <= 0.5\ngini = 0.1472\nsamples = 25\nvalue = [23, 2]", fillcolor="#e58139e9"] ;
361 -> 362 ;
363 [label="America/Chicago <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
362 -> 363 ;
364 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
363 -> 364 ;
365 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
363 -> 365 ;
366 [label="Neat <= 0.5\ngini = 0.0868\nsamples = 22\nvalue = [21, 1]", fillcolor="#e58139f3"] ;
362 -> 366 ;
367 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]", fillcolor="#e58139ff"] ;
366 -> 367 ;
368 [label="login_count <= 25.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
366 -> 368 ;
369 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
368 -> 369 ;
370 [label="America/Los_Angeles <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
368 -> 370 ;
371 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
370 -> 371 ;
372 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
370 -> 372 ;
373 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
361 -> 373 ;
374 [label="Europe/Brussels <= 0.5\ngini = 0.4166\nsamples = 551\nvalue = [388, 163]", fillcolor="#e5813994"] ;
360 -> 374 ;
375 [label="America/Santo_Domingo <= 0.5\ngini = 0.4145\nsamples = 549\nvalue = [388, 161]", fillcolor="#e5813995"] ;
374 -> 375 ;
376 [label="login_count <= 19.5\ngini = 0.4134\nsamples = 548\nvalue = [388, 160]", fillcolor="#e5813996"] ;
375 -> 376 ;
377 [label="Europe/Berlin <= 0.5\ngini = 0.447\nsamples = 172\nvalue = [114, 58]", fillcolor="#e581397d"] ;
376 -> 377 ;
378 [label="America/Chicago <= 0.5\ngini = 0.4418\nsamples = 170\nvalue = [114, 56]", fillcolor="#e5813982"] ;
377 -> 378 ;
379 [label="Good Vibes <= 0.5\ngini = 0.4621\nsamples = 138\nvalue = [88, 50]", fillcolor="#e581396e"] ;
378 -> 379 ;
380 [label="Foundry <= 0.5\ngini = 0.4554\nsamples = 134\nvalue = [87, 47]", fillcolor="#e5813975"] ;
379 -> 380 ;
381 [label="Lunch Break <= 0.5\ngini = 0.4617\nsamples = 130\nvalue = [83, 47]", fillcolor="#e581396f"] ;
380 -> 381 ;
382 [label="Europe/London <= 0.5\ngini = 0.4775\nsamples = 99\nvalue = [60, 39]", fillcolor="#e5813959"] ;
381 -> 382 ;
383 [label="products_count <= 1.5\ngini = 0.4681\nsamples = 91\nvalue = [57, 34]", fillcolor="#e5813967"] ;
382 -> 383 ;
384 [label="America/Los_Angeles <= 0.5\ngini = 0.4983\nsamples = 17\nvalue = [8, 9]", fillcolor="#399de51c"] ;
383 -> 384 ;
385 [label="login_count <= 18.5\ngini = 0.4592\nsamples = 14\nvalue = [5, 9]", fillcolor="#399de571"] ;
384 -> 385 ;
386 [label="gini = 0.4959\nsamples = 11\nvalue = [5, 6]", fillcolor="#399de52a"] ;
385 -> 386 ;
387 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
385 -> 387 ;
388 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
384 -> 388 ;
389 [label="Australia/Queensland <= 0.5\ngini = 0.4474\nsamples = 74\nvalue = [49, 25]", fillcolor="#e581397d"] ;
383 -> 389 ;
390 [label="Luna <= 0.5\ngini = 0.4414\nsamples = 73\nvalue = [49, 24]", fillcolor="#e5813982"] ;
389 -> 390 ;
391 [label="gini = 0.395\nsamples = 48\nvalue = [35, 13]", fillcolor="#e58139a0"] ;
390 -> 391 ;
392 [label="gini = 0.4928\nsamples = 25\nvalue = [14, 11]", fillcolor="#e5813937"] ;
390 -> 392 ;
393 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
389 -> 393 ;
394 [label="products_count <= 3.5\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
382 -> 394 ;
395 [label="Sidecar <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
394 -> 395 ;
396 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
395 -> 396 ;
397 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
395 -> 397 ;
398 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
394 -> 398 ;
399 [label="safari <= 0.5\ngini = 0.3829\nsamples = 31\nvalue = [23, 8]", fillcolor="#e58139a6"] ;
381 -> 399 ;
400 [label="Australia/West <= 0.5\ngini = 0.1975\nsamples = 18\nvalue = [16, 2]", fillcolor="#e58139df"] ;
399 -> 400 ;
401 [label="products_count <= 4.5\ngini = 0.1107\nsamples = 17\nvalue = [16, 1]", fillcolor="#e58139ef"] ;
400 -> 401 ;
402 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]", fillcolor="#e58139ff"] ;
401 -> 402 ;
403 [label="Australia/NSW <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
401 -> 403 ;
404 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
403 -> 404 ;
405 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
403 -> 405 ;
406 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
400 -> 406 ;
407 [label="America/Los_Angeles <= 0.5\ngini = 0.497\nsamples = 13\nvalue = [7, 6]", fillcolor="#e5813924"] ;
399 -> 407 ;
408 [label="Diamond <= 0.5\ngini = 0.4959\nsamples = 11\nvalue = [5, 6]", fillcolor="#399de52a"] ;
407 -> 408 ;
409 [label="America/New_York <= 0.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
408 -> 409 ;
410 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
409 -> 410 ;
411 [label="gini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
409 -> 411 ;
412 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
408 -> 412 ;
413 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
407 -> 413 ;
414 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
380 -> 414 ;
415 [label="Platinum <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
379 -> 415 ;
416 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
415 -> 416 ;
417 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
415 -> 417 ;
418 [label="chrome <= 0.5\ngini = 0.3047\nsamples = 32\nvalue = [26, 6]", fillcolor="#e58139c4"] ;
378 -> 418 ;
419 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]", fillcolor="#e58139ff"] ;
418 -> 419 ;
420 [label="login_count <= 15.5\ngini = 0.4567\nsamples = 17\nvalue = [11, 6]", fillcolor="#e5813974"] ;
418 -> 420 ;
421 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
420 -> 421 ;
422 [label="Foundry <= 0.5\ngini = 0.497\nsamples = 13\nvalue = [7, 6]", fillcolor="#e5813924"] ;
420 -> 422 ;
423 [label="login_count <= 17.5\ngini = 0.4861\nsamples = 12\nvalue = [7, 5]", fillcolor="#e5813949"] ;
422 -> 423 ;
424 [label="Luna <= 0.5\ngini = 0.4898\nsamples = 7\nvalue = [3, 4]", fillcolor="#399de540"] ;
423 -> 424 ;
425 [label="products_count <= 4.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
424 -> 425 ;
426 [label="login_count <= 16.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
425 -> 426 ;
427 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
426 -> 427 ;
428 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
426 -> 428 ;
429 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
425 -> 429 ;
430 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
424 -> 430 ;
431 [label="Sidecar <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
423 -> 431 ;
432 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
431 -> 432 ;
433 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
431 -> 433 ;
434 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
422 -> 434 ;
435 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
377 -> 435 ;
436 [label="America/Chicago <= 0.5\ngini = 0.3954\nsamples = 376\nvalue = [274, 102]", fillcolor="#e58139a0"] ;
376 -> 436 ;
437 [label="Europe/Paris <= 0.5\ngini = 0.3758\nsamples = 323\nvalue = [242, 81]", fillcolor="#e58139aa"] ;
436 -> 437 ;
438 [label="America/Toronto <= 0.5\ngini = 0.3828\nsamples = 314\nvalue = [233, 81]", fillcolor="#e58139a6"] ;
437 -> 438 ;
439 [label="Platinum <= 0.5\ngini = 0.3766\nsamples = 306\nvalue = [229, 77]", fillcolor="#e58139a9"] ;
438 -> 439 ;
440 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
439 -> 440 ;
441 [label="America/Denver <= 0.5\ngini = 0.3816\nsamples = 300\nvalue = [223, 77]", fillcolor="#e58139a7"] ;
439 -> 441 ;
442 [label="Australia/NSW <= 0.5\ngini = 0.3767\nsamples = 294\nvalue = [220, 74]", fillcolor="#e58139a9"] ;
441 -> 442 ;
443 [label="login_count <= 20.5\ngini = 0.3706\nsamples = 285\nvalue = [215, 70]", fillcolor="#e58139ac"] ;
442 -> 443 ;
444 [label="Luna <= 0.5\ngini = 0.1653\nsamples = 11\nvalue = [10, 1]", fillcolor="#e58139e6"] ;
443 -> 444 ;
445 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
444 -> 445 ;
446 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
444 -> 446 ;
447 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
446 -> 447 ;
448 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
446 -> 448 ;
449 [label="Lunch Break <= 0.5\ngini = 0.3768\nsamples = 274\nvalue = [205, 69]", fillcolor="#e58139a9"] ;
443 -> 449 ;
450 [label="Europe/London <= 0.5\ngini = 0.3584\nsamples = 218\nvalue = [167, 51]", fillcolor="#e58139b1"] ;
449 -> 450 ;
451 [label="gini = 0.3301\nsamples = 187\nvalue = [148, 39]", fillcolor="#e58139bc"] ;
450 -> 451 ;
452 [label="gini = 0.4745\nsamples = 31\nvalue = [19, 12]", fillcolor="#e581395e"] ;
450 -> 452 ;
453 [label="login_count <= 25.5\ngini = 0.4362\nsamples = 56\nvalue = [38, 18]", fillcolor="#e5813986"] ;
449 -> 453 ;
454 [label="gini = 0.32\nsamples = 25\nvalue = [20, 5]", fillcolor="#e58139bf"] ;
453 -> 454 ;
455 [label="gini = 0.487\nsamples = 31\nvalue = [18, 13]", fillcolor="#e5813947"] ;
453 -> 455 ;
456 [label="products_count <= 2.5\ngini = 0.4938\nsamples = 9\nvalue = [5, 4]", fillcolor="#e5813933"] ;
442 -> 456 ;
457 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
456 -> 457 ;
458 [label="login_count <= 26.0\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
456 -> 458 ;
459 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
458 -> 459 ;
460 [label="products_count <= 3.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
458 -> 460 ;
461 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
460 -> 461 ;
462 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
460 -> 462 ;
463 [label="products_count <= 3.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
441 -> 463 ;
464 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
463 -> 464 ;
465 [label="login_count <= 31.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
463 -> 465 ;
466 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
465 -> 466 ;
467 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
465 -> 467 ;
468 [label="chrome <= 0.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
438 -> 468 ;
469 [label="Luna <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
468 -> 469 ;
470 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
469 -> 470 ;
471 [label="products_count <= 3.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
469 -> 471 ;
472 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
471 -> 472 ;
473 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
471 -> 473 ;
474 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
468 -> 474 ;
475 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
437 -> 475 ;
476 [label="Ranger <= 0.5\ngini = 0.4785\nsamples = 53\nvalue = [32, 21]", fillcolor="#e5813958"] ;
436 -> 476 ;
477 [label="Platinum <= 0.5\ngini = 0.4675\nsamples = 51\nvalue = [32, 19]", fillcolor="#e5813968"] ;
476 -> 477 ;
478 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
477 -> 478 ;
479 [label="firefox <= 0.5\ngini = 0.4608\nsamples = 50\nvalue = [32, 18]", fillcolor="#e5813970"] ;
477 -> 479 ;
480 [label="Nova <= 0.5\ngini = 0.4531\nsamples = 49\nvalue = [32, 17]", fillcolor="#e5813978"] ;
479 -> 480 ;
481 [label="login_count <= 25.5\ngini = 0.4444\nsamples = 48\nvalue = [32, 16]", fillcolor="#e581397f"] ;
480 -> 481 ;
482 [label="login_count <= 24.5\ngini = 0.495\nsamples = 20\nvalue = [11, 9]", fillcolor="#e581392e"] ;
481 -> 482 ;
483 [label="Foundry <= 0.5\ngini = 0.426\nsamples = 13\nvalue = [9, 4]", fillcolor="#e581398e"] ;
482 -> 483 ;
484 [label="Lunch Break <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#e58139aa"] ;
483 -> 484 ;
485 [label="gini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
484 -> 485 ;
486 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
484 -> 486 ;
487 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
483 -> 487 ;
488 [label="Sidecar <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
482 -> 488 ;
489 [label="products_count <= 4.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
488 -> 489 ;
490 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
489 -> 490 ;
491 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
489 -> 491 ;
492 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
488 -> 492 ;
493 [label="login_count <= 33.5\ngini = 0.375\nsamples = 28\nvalue = [21, 7]", fillcolor="#e58139aa"] ;
481 -> 493 ;
494 [label="products_count <= 2.5\ngini = 0.255\nsamples = 20\nvalue = [17, 3]", fillcolor="#e58139d2"] ;
493 -> 494 ;
495 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
494 -> 495 ;
496 [label="Luna <= 0.5\ngini = 0.355\nsamples = 13\nvalue = [10, 3]", fillcolor="#e58139b3"] ;
494 -> 496 ;
497 [label="gini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
496 -> 497 ;
498 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
496 -> 498 ;
499 [label="login_count <= 34.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
493 -> 499 ;
500 [label="Neat <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
499 -> 500 ;
501 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
500 -> 501 ;
502 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
500 -> 502 ;
503 [label="products_count <= 3.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
499 -> 503 ;
504 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
503 -> 504 ;
505 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
503 -> 505 ;
506 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
480 -> 506 ;
507 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
479 -> 507 ;
508 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
476 -> 508 ;
509 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
375 -> 509 ;
510 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
374 -> 510 ;
511 [label="login_count <= 17.0\ngini = 0.1913\nsamples = 28\nvalue = [25, 3]", fillcolor="#e58139e0"] ;
359 -> 511 ;
512 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
511 -> 512 ;
513 [label="America/New_York <= 0.5\ngini = 0.1372\nsamples = 27\nvalue = [25, 2]", fillcolor="#e58139eb"] ;
511 -> 513 ;
514 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]", fillcolor="#e58139ff"] ;
513 -> 514 ;
515 [label="login_count <= 24.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#e58139aa"] ;
513 -> 515 ;
516 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
515 -> 516 ;
517 [label="login_count <= 27.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
515 -> 517 ;
518 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
517 -> 518 ;
519 [label="login_count <= 31.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
517 -> 519 ;
520 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
519 -> 520 ;
521 [label="Titanium <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
519 -> 521 ;
522 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
521 -> 522 ;
523 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
521 -> 523 ;
524 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
358 -> 524 ;
525 [label="America/New_York <= 0.5\ngini = 0.4928\nsamples = 25\nvalue = [11, 14]", fillcolor="#399de537"] ;
357 -> 525 ;
526 [label="Platinum <= 0.5\ngini = 0.4082\nsamples = 14\nvalue = [10, 4]", fillcolor="#e5813999"] ;
525 -> 526 ;
527 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
526 -> 527 ;
528 [label="Trace <= 0.5\ngini = 0.355\nsamples = 13\nvalue = [10, 3]", fillcolor="#e58139b3"] ;
526 -> 528 ;
529 [label="login_count <= 33.5\ngini = 0.2778\nsamples = 12\nvalue = [10, 2]", fillcolor="#e58139cc"] ;
528 -> 529 ;
530 [label="Europe/London <= 0.5\ngini = 0.1653\nsamples = 11\nvalue = [10, 1]", fillcolor="#e58139e6"] ;
529 -> 530 ;
531 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
530 -> 531 ;
532 [label="login_count <= 30.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
530 -> 532 ;
533 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
532 -> 533 ;
534 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
532 -> 534 ;
535 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
529 -> 535 ;
536 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
528 -> 536 ;
537 [label="Lunch Break <= 0.5\ngini = 0.1653\nsamples = 11\nvalue = [1, 10]", fillcolor="#399de5e6"] ;
525 -> 537 ;
538 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]", fillcolor="#399de5ff"] ;
537 -> 538 ;
539 [label="login_count <= 22.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
537 -> 539 ;
540 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
539 -> 540 ;
541 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
539 -> 541 ;
542 [label="login_count <= 126.0\ngini = 0.4961\nsamples = 884\nvalue = [481, 403]", fillcolor="#e5813929"] ;
356 -> 542 ;
543 [label="products_count <= 3.5\ngini = 0.4893\nsamples = 616\nvalue = [353, 263]", fillcolor="#e5813941"] ;
542 -> 543 ;
544 [label="Good Vibes <= 0.5\ngini = 0.4675\nsamples = 298\nvalue = [187, 111]", fillcolor="#e5813968"] ;
543 -> 544 ;
545 [label="login_count <= 45.5\ngini = 0.4641\nsamples = 295\nvalue = [187, 108]", fillcolor="#e581396c"] ;
544 -> 545 ;
546 [label="login_count <= 42.5\ngini = 0.4974\nsamples = 84\nvalue = [45, 39]", fillcolor="#e5813922"] ;
545 -> 546 ;
547 [label="America/Los_Angeles <= 0.5\ngini = 0.4706\nsamples = 66\nvalue = [41, 25]", fillcolor="#e5813964"] ;
546 -> 547 ;
548 [label="login_count <= 39.5\ngini = 0.4981\nsamples = 49\nvalue = [26, 23]", fillcolor="#e581391d"] ;
547 -> 548 ;
549 [label="products_count <= 0.5\ngini = 0.4953\nsamples = 31\nvalue = [14, 17]", fillcolor="#399de52d"] ;
548 -> 549 ;
550 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
549 -> 550 ;
551 [label="login_count <= 38.5\ngini = 0.4851\nsamples = 29\nvalue = [12, 17]", fillcolor="#399de54b"] ;
549 -> 551 ;
552 [label="Europe/London <= 0.5\ngini = 0.4991\nsamples = 23\nvalue = [11, 12]", fillcolor="#399de515"] ;
551 -> 552 ;
553 [label="Neat <= 0.5\ngini = 0.4989\nsamples = 21\nvalue = [11, 10]", fillcolor="#e5813917"] ;
552 -> 553 ;
554 [label="edge <= 0.5\ngini = 0.4875\nsamples = 19\nvalue = [11, 8]", fillcolor="#e5813946"] ;
553 -> 554 ;
555 [label="Australia/Victoria <= 0.5\ngini = 0.4753\nsamples = 18\nvalue = [11, 7]", fillcolor="#e581395d"] ;
554 -> 555 ;
556 [label="Europe/Amsterdam <= 0.5\ngini = 0.4567\nsamples = 17\nvalue = [11, 6]", fillcolor="#e5813974"] ;
555 -> 556 ;
557 [label="America/New_York <= 0.5\ngini = 0.4297\nsamples = 16\nvalue = [11, 5]", fillcolor="#e581398b"] ;
556 -> 557 ;
558 [label="products_count <= 2.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
557 -> 558 ;
559 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
558 -> 559 ;
560 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
558 -> 560 ;
561 [label="login_count <= 37.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
557 -> 561 ;
562 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
561 -> 562 ;
563 [label="gini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
561 -> 563 ;
564 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
556 -> 564 ;
565 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
555 -> 565 ;
566 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
554 -> 566 ;
567 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
553 -> 567 ;
568 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
552 -> 568 ;
569 [label="Neat <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
551 -> 569 ;
570 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
569 -> 570 ;
571 [label="safari <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
569 -> 571 ;
572 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
571 -> 572 ;
573 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
571 -> 573 ;
574 [label="America/Chicago <= 0.5\ngini = 0.4444\nsamples = 18\nvalue = [12, 6]", fillcolor="#e581397f"] ;
548 -> 574 ;
575 [label="Foundry <= 0.5\ngini = 0.3367\nsamples = 14\nvalue = [11, 3]", fillcolor="#e58139b9"] ;
574 -> 575 ;
576 [label="Nova <= 0.5\ngini = 0.2604\nsamples = 13\nvalue = [11, 2]", fillcolor="#e58139d1"] ;
575 -> 576 ;
577 [label="login_count <= 40.5\ngini = 0.1528\nsamples = 12\nvalue = [11, 1]", fillcolor="#e58139e8"] ;
576 -> 577 ;
578 [label="Luna <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
577 -> 578 ;
579 [label="products_count <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
578 -> 579 ;
580 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
579 -> 580 ;
581 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
579 -> 581 ;
582 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
578 -> 582 ;
583 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
577 -> 583 ;
584 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
576 -> 584 ;
585 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
575 -> 585 ;
586 [label="login_count <= 41.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
574 -> 586 ;
587 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
586 -> 587 ;
588 [label="products_count <= 1.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
586 -> 588 ;
589 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
588 -> 589 ;
590 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
588 -> 590 ;
591 [label="edge <= 0.5\ngini = 0.2076\nsamples = 17\nvalue = [15, 2]", fillcolor="#e58139dd"] ;
547 -> 591 ;
592 [label="Neat <= 0.5\ngini = 0.1172\nsamples = 16\nvalue = [15, 1]", fillcolor="#e58139ee"] ;
591 -> 592 ;
593 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139ff"] ;
592 -> 593 ;
594 [label="products_count <= 2.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
592 -> 594 ;
595 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
594 -> 595 ;
596 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
594 -> 596 ;
597 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
591 -> 597 ;
598 [label="Europe/London <= 0.5\ngini = 0.3457\nsamples = 18\nvalue = [4, 14]", fillcolor="#399de5b6"] ;
546 -> 598 ;
599 [label="America/Edmonton <= 0.5\ngini = 0.2311\nsamples = 15\nvalue = [2, 13]", fillcolor="#399de5d8"] ;
598 -> 599 ;
600 [label="Lunch Break <= 0.5\ngini = 0.1327\nsamples = 14\nvalue = [1, 13]", fillcolor="#399de5eb"] ;
599 -> 600 ;
601 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]", fillcolor="#399de5ff"] ;
600 -> 601 ;
602 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
600 -> 602 ;
603 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
602 -> 603 ;
604 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
602 -> 604 ;
605 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
599 -> 605 ;
606 [label="Neat <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
598 -> 606 ;
607 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
606 -> 607 ;
608 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
606 -> 608 ;
609 [label="login_count <= 109.5\ngini = 0.4402\nsamples = 211\nvalue = [142, 69]", fillcolor="#e5813983"] ;
545 -> 609 ;
610 [label="login_count <= 102.5\ngini = 0.4275\nsamples = 197\nvalue = [136, 61]", fillcolor="#e581398d"] ;
609 -> 610 ;
611 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 180\nvalue = [120, 60]", fillcolor="#e581397f"] ;
610 -> 611 ;
612 [label="America/Phoenix <= 0.5\ngini = 0.41\nsamples = 132\nvalue = [94, 38]", fillcolor="#e5813998"] ;
611 -> 612 ;
613 [label="firefox <= 0.5\ngini = 0.4005\nsamples = 130\nvalue = [94, 36]", fillcolor="#e581399d"] ;
612 -> 613 ;
614 [label="Diamond <= 0.5\ngini = 0.3792\nsamples = 118\nvalue = [88, 30]", fillcolor="#e58139a8"] ;
613 -> 614 ;
615 [label="America/Edmonton <= 0.5\ngini = 0.3729\nsamples = 117\nvalue = [88, 29]", fillcolor="#e58139ab"] ;
614 -> 615 ;
616 [label="chrome <= 0.5\ngini = 0.3662\nsamples = 116\nvalue = [88, 28]", fillcolor="#e58139ae"] ;
615 -> 616 ;
617 [label="login_count <= 52.0\ngini = 0.2449\nsamples = 42\nvalue = [36, 6]", fillcolor="#e58139d4"] ;
616 -> 617 ;
618 [label="Neat <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
617 -> 618 ;
619 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
618 -> 619 ;
620 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
618 -> 620 ;
621 [label="login_count <= 94.5\ngini = 0.149\nsamples = 37\nvalue = [34, 3]", fillcolor="#e58139e9"] ;
617 -> 621 ;
622 [label="login_count <= 62.5\ngini = 0.1107\nsamples = 34\nvalue = [32, 2]", fillcolor="#e58139ef"] ;
621 -> 622 ;
623 [label="login_count <= 60.5\ngini = 0.2604\nsamples = 13\nvalue = [11, 2]", fillcolor="#e58139d1"] ;
622 -> 623 ;
624 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139ff"] ;
623 -> 624 ;
625 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
623 -> 625 ;
626 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]", fillcolor="#e58139ff"] ;
622 -> 626 ;
627 [label="Europe/London <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
621 -> 627 ;
628 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
627 -> 628 ;
629 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
627 -> 629 ;
630 [label="login_count <= 64.5\ngini = 0.4178\nsamples = 74\nvalue = [52, 22]", fillcolor="#e5813993"] ;
616 -> 630 ;
631 [label="Ranger <= 0.5\ngini = 0.2449\nsamples = 35\nvalue = [30, 5]", fillcolor="#e58139d4"] ;
630 -> 631 ;
632 [label="login_count <= 50.5\ngini = 0.1699\nsamples = 32\nvalue = [29, 3]", fillcolor="#e58139e5"] ;
631 -> 632 ;
633 [label="products_count <= 1.5\ngini = 0.3367\nsamples = 14\nvalue = [11, 3]", fillcolor="#e58139b9"] ;
632 -> 633 ;
634 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
633 -> 634 ;
635 [label="gini = 0.1528\nsamples = 12\nvalue = [11, 1]", fillcolor="#e58139e8"] ;
633 -> 635 ;
636 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]", fillcolor="#e58139ff"] ;
632 -> 636 ;
637 [label="products_count <= 2.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
631 -> 637 ;
638 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
637 -> 638 ;
639 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
637 -> 639 ;
640 [label="login_count <= 74.5\ngini = 0.4918\nsamples = 39\nvalue = [22, 17]", fillcolor="#e581393a"] ;
630 -> 640 ;
641 [label="login_count <= 69.5\ngini = 0.4592\nsamples = 14\nvalue = [5, 9]", fillcolor="#399de571"] ;
640 -> 641 ;
642 [label="login_count <= 67.0\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
641 -> 642 ;
643 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
642 -> 643 ;
644 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
642 -> 644 ;
645 [label="Trace <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
641 -> 645 ;
646 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
645 -> 646 ;
647 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
645 -> 647 ;
648 [label="Europe/Copenhagen <= 0.5\ngini = 0.4352\nsamples = 25\nvalue = [17, 8]", fillcolor="#e5813987"] ;
640 -> 648 ;
649 [label="America/Denver <= 0.5\ngini = 0.4132\nsamples = 24\nvalue = [17, 7]", fillcolor="#e5813996"] ;
648 -> 649 ;
650 [label="gini = 0.3856\nsamples = 23\nvalue = [17, 6]", fillcolor="#e58139a5"] ;
649 -> 650 ;
651 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
649 -> 651 ;
652 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
648 -> 652 ;
653 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
615 -> 653 ;
654 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
614 -> 654 ;
655 [label="Europe/London <= 0.5\ngini = 0.5\nsamples = 12\nvalue = [6, 6]", fillcolor="#e5813900"] ;
613 -> 655 ;
656 [label="Europe/Berlin <= 0.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
655 -> 656 ;
657 [label="products_count <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
656 -> 657 ;
658 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
657 -> 658 ;
659 [label="Sexy <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
657 -> 659 ;
660 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
659 -> 660 ;
661 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
659 -> 661 ;
662 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
656 -> 662 ;
663 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
655 -> 663 ;
664 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
612 -> 664 ;
665 [label="login_count <= 56.5\ngini = 0.4965\nsamples = 48\nvalue = [26, 22]", fillcolor="#e5813927"] ;
611 -> 665 ;
666 [label="firefox <= 0.5\ngini = 0.32\nsamples = 15\nvalue = [12, 3]", fillcolor="#e58139bf"] ;
665 -> 666 ;
667 [label="chrome <= 0.5\ngini = 0.2604\nsamples = 13\nvalue = [11, 2]", fillcolor="#e58139d1"] ;
666 -> 667 ;
668 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
667 -> 668 ;
669 [label="login_count <= 47.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#e58139aa"] ;
667 -> 669 ;
670 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
669 -> 670 ;
671 [label="Luna <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
669 -> 671 ;
672 [label="login_count <= 49.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
671 -> 672 ;
673 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
672 -> 673 ;
674 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
672 -> 674 ;
675 [label="products_count <= 2.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
671 -> 675 ;
676 [label="login_count <= 52.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
675 -> 676 ;
677 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
676 -> 677 ;
678 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
676 -> 678 ;
679 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
675 -> 679 ;
680 [label="login_count <= 51.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
666 -> 680 ;
681 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
680 -> 681 ;
682 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
680 -> 682 ;
683 [label="Luna <= 0.5\ngini = 0.4885\nsamples = 33\nvalue = [14, 19]", fillcolor="#399de543"] ;
665 -> 683 ;
684 [label="Neat <= 0.5\ngini = 0.4928\nsamples = 25\nvalue = [14, 11]", fillcolor="#e5813937"] ;
683 -> 684 ;
685 [label="safari <= 0.5\ngini = 0.42\nsamples = 20\nvalue = [14, 6]", fillcolor="#e5813992"] ;
684 -> 685 ;
686 [label="firefox <= 0.5\ngini = 0.48\nsamples = 15\nvalue = [9, 6]", fillcolor="#e5813955"] ;
685 -> 686 ;
687 [label="login_count <= 73.0\ngini = 0.4592\nsamples = 14\nvalue = [9, 5]", fillcolor="#e5813971"] ;
686 -> 687 ;
688 [label="login_count <= 68.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
687 -> 688 ;
689 [label="login_count <= 57.5\ngini = 0.4688\nsamples = 8\nvalue = [5, 3]", fillcolor="#e5813966"] ;
688 -> 689 ;
690 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
689 -> 690 ;
691 [label="login_count <= 59.0\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
689 -> 691 ;
692 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
691 -> 692 ;
693 [label="gini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
691 -> 693 ;
694 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
688 -> 694 ;
695 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
687 -> 695 ;
696 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
686 -> 696 ;
697 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
685 -> 697 ;
698 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
684 -> 698 ;
699 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
683 -> 699 ;
700 [label="Trace <= 0.5\ngini = 0.1107\nsamples = 17\nvalue = [16, 1]", fillcolor="#e58139ef"] ;
610 -> 700 ;
701 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]", fillcolor="#e58139ff"] ;
700 -> 701 ;
702 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
700 -> 702 ;
703 [label="America/New_York <= 0.5\ngini = 0.4898\nsamples = 14\nvalue = [6, 8]", fillcolor="#399de540"] ;
609 -> 703 ;
704 [label="login_count <= 123.5\ngini = 0.3457\nsamples = 9\nvalue = [2, 7]", fillcolor="#399de5b6"] ;
703 -> 704 ;
705 [label="Luna <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
704 -> 705 ;
706 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
705 -> 706 ;
707 [label="America/Chicago <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
705 -> 707 ;
708 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
707 -> 708 ;
709 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
707 -> 709 ;
710 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
704 -> 710 ;
711 [label="safari <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
703 -> 711 ;
712 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
711 -> 712 ;
713 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
711 -> 713 ;
714 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
544 -> 714 ;
715 [label="Australia/NSW <= 0.5\ngini = 0.499\nsamples = 318\nvalue = [166, 152]", fillcolor="#e5813916"] ;
543 -> 715 ;
716 [label="Lunch Break <= 0.5\ngini = 0.4982\nsamples = 313\nvalue = [166, 147]", fillcolor="#e581391d"] ;
715 -> 716 ;
717 [label="login_count <= 117.5\ngini = 0.4999\nsamples = 273\nvalue = [138, 135]", fillcolor="#e5813906"] ;
716 -> 717 ;
718 [label="login_count <= 48.5\ngini = 0.4999\nsamples = 265\nvalue = [131, 134]", fillcolor="#399de506"] ;
717 -> 718 ;
719 [label="safari <= 0.5\ngini = 0.4775\nsamples = 66\nvalue = [40, 26]", fillcolor="#e5813959"] ;
718 -> 719 ;
720 [label="login_count <= 47.5\ngini = 0.4997\nsamples = 43\nvalue = [22, 21]", fillcolor="#e581390c"] ;
719 -> 720 ;
721 [label="Europe/Paris <= 0.5\ngini = 0.4988\nsamples = 40\nvalue = [19, 21]", fillcolor="#399de518"] ;
720 -> 721 ;
722 [label="America/New_York <= 0.5\ngini = 0.4909\nsamples = 37\nvalue = [16, 21]", fillcolor="#399de53d"] ;
721 -> 722 ;
723 [label="Neat <= 0.5\ngini = 0.4234\nsamples = 23\nvalue = [7, 16]", fillcolor="#399de58f"] ;
722 -> 723 ;
724 [label="login_count <= 43.5\ngini = 0.4753\nsamples = 18\nvalue = [7, 11]", fillcolor="#399de55d"] ;
723 -> 724 ;
725 [label="products_count <= 4.5\ngini = 0.5\nsamples = 14\nvalue = [7, 7]", fillcolor="#e5813900"] ;
724 -> 725 ;
726 [label="chrome <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
725 -> 726 ;
727 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
726 -> 727 ;
728 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
726 -> 728 ;
729 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 9\nvalue = [3, 6]", fillcolor="#399de57f"] ;
725 -> 729 ;
730 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
729 -> 730 ;
731 [label="Ranger <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
729 -> 731 ;
732 [label="login_count <= 36.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
731 -> 732 ;
733 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
732 -> 733 ;
734 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
732 -> 734 ;
735 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
731 -> 735 ;
736 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
724 -> 736 ;
737 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
723 -> 737 ;
738 [label="Neat <= 0.5\ngini = 0.4592\nsamples = 14\nvalue = [9, 5]", fillcolor="#e5813971"] ;
722 -> 738 ;
739 [label="Sidecar <= 0.5\ngini = 0.4959\nsamples = 11\nvalue = [6, 5]", fillcolor="#e581392a"] ;
738 -> 739 ;
740 [label="login_count <= 46.0\ngini = 0.4938\nsamples = 9\nvalue = [4, 5]", fillcolor="#399de533"] ;
739 -> 740 ;
741 [label="firefox <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
740 -> 741 ;
742 [label="Luna <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
741 -> 742 ;
743 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
742 -> 743 ;
744 [label="login_count <= 42.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
742 -> 744 ;
745 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
744 -> 745 ;
746 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
744 -> 746 ;
747 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
741 -> 747 ;
748 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
740 -> 748 ;
749 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
739 -> 749 ;
750 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
738 -> 750 ;
751 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
721 -> 751 ;
752 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
720 -> 752 ;
753 [label="Sidecar <= 0.5\ngini = 0.3403\nsamples = 23\nvalue = [18, 5]", fillcolor="#e58139b8"] ;
719 -> 753 ;
754 [label="Nova <= 0.5\ngini = 0.2449\nsamples = 21\nvalue = [18, 3]", fillcolor="#e58139d4"] ;
753 -> 754 ;
755 [label="Europe/London <= 0.5\ngini = 0.18\nsamples = 20\nvalue = [18, 2]", fillcolor="#e58139e3"] ;
754 -> 755 ;
756 [label="login_count <= 37.5\ngini = 0.1107\nsamples = 17\nvalue = [16, 1]", fillcolor="#e58139ef"] ;
755 -> 756 ;
757 [label="Foundry <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
756 -> 757 ;
758 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
757 -> 758 ;
759 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
757 -> 759 ;
760 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]", fillcolor="#e58139ff"] ;
756 -> 760 ;
761 [label="login_count <= 41.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
755 -> 761 ;
762 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
761 -> 762 ;
763 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
761 -> 763 ;
764 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
754 -> 764 ;
765 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
753 -> 765 ;
766 [label="edge <= 0.5\ngini = 0.4964\nsamples = 199\nvalue = [91, 108]", fillcolor="#399de528"] ;
718 -> 766 ;
767 [label="America/Chicago <= 0.5\ngini = 0.4941\nsamples = 193\nvalue = [86, 107]", fillcolor="#399de532"] ;
766 -> 767 ;
768 [label="Sexy <= 0.5\ngini = 0.4871\nsamples = 162\nvalue = [68, 94]", fillcolor="#399de547"] ;
767 -> 768 ;
769 [label="login_count <= 67.5\ngini = 0.4825\nsamples = 155\nvalue = [63, 92]", fillcolor="#399de550"] ;
768 -> 769 ;
770 [label="login_count <= 61.5\ngini = 0.4477\nsamples = 68\nvalue = [23, 45]", fillcolor="#399de57d"] ;
769 -> 770 ;
771 [label="internet explorer <= 0.5\ngini = 0.4829\nsamples = 54\nvalue = [22, 32]", fillcolor="#399de550"] ;
770 -> 771 ;
772 [label="Nova <= 0.5\ngini = 0.4734\nsamples = 52\nvalue = [20, 32]", fillcolor="#399de560"] ;
771 -> 772 ;
773 [label="login_count <= 55.5\ngini = 0.4831\nsamples = 49\nvalue = [20, 29]", fillcolor="#399de54f"] ;
772 -> 773 ;
774 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 30\nvalue = [10, 20]", fillcolor="#399de57f"] ;
773 -> 774 ;
775 [label="Europe/London <= 0.5\ngini = 0.32\nsamples = 15\nvalue = [3, 12]", fillcolor="#399de5bf"] ;
774 -> 775 ;
776 [label="gini = 0.1528\nsamples = 12\nvalue = [1, 11]", fillcolor="#399de5e8"] ;
775 -> 776 ;
777 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
775 -> 777 ;
778 [label="Foundry <= 0.5\ngini = 0.4978\nsamples = 15\nvalue = [7, 8]", fillcolor="#399de520"] ;
774 -> 778 ;
779 [label="gini = 0.497\nsamples = 13\nvalue = [7, 6]", fillcolor="#e5813924"] ;
778 -> 779 ;
780 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
778 -> 780 ;
781 [label="chrome <= 0.5\ngini = 0.4986\nsamples = 19\nvalue = [10, 9]", fillcolor="#e5813919"] ;
773 -> 781 ;
782 [label="Europe/Berlin <= 0.5\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
781 -> 782 ;
783 [label="gini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
782 -> 783 ;
784 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
782 -> 784 ;
785 [label="products_count <= 4.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
781 -> 785 ;
786 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
785 -> 786 ;
787 [label="gini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
785 -> 787 ;
788 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
772 -> 788 ;
789 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
771 -> 789 ;
790 [label="America/New_York <= 0.5\ngini = 0.1327\nsamples = 14\nvalue = [1, 13]", fillcolor="#399de5eb"] ;
770 -> 790 ;
791 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
790 -> 791 ;
792 [label="login_count <= 64.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
790 -> 792 ;
793 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
792 -> 793 ;
794 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
792 -> 794 ;
795 [label="login_count <= 68.5\ngini = 0.4968\nsamples = 87\nvalue = [40, 47]", fillcolor="#399de526"] ;
769 -> 795 ;
796 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
795 -> 796 ;
797 [label="America/Toronto <= 0.5\ngini = 0.4912\nsamples = 83\nvalue = [36, 47]", fillcolor="#399de53c"] ;
795 -> 797 ;
798 [label="internet explorer <= 0.5\ngini = 0.4847\nsamples = 80\nvalue = [33, 47]", fillcolor="#399de54c"] ;
797 -> 798 ;
799 [label="login_count <= 96.5\ngini = 0.4913\nsamples = 76\nvalue = [33, 43]", fillcolor="#399de53b"] ;
798 -> 799 ;
800 [label="Sidecar <= 0.5\ngini = 0.4994\nsamples = 56\nvalue = [27, 29]", fillcolor="#399de512"] ;
799 -> 800 ;
801 [label="Good Vibes <= 0.5\ngini = 0.4928\nsamples = 50\nvalue = [22, 28]", fillcolor="#399de537"] ;
800 -> 801 ;
802 [label="gini = 0.4861\nsamples = 48\nvalue = [20, 28]", fillcolor="#399de549"] ;
801 -> 802 ;
803 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
801 -> 803 ;
804 [label="America/New_York <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
800 -> 804 ;
805 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
804 -> 805 ;
806 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
804 -> 806 ;
807 [label="login_count <= 113.5\ngini = 0.42\nsamples = 20\nvalue = [6, 14]", fillcolor="#399de592"] ;
799 -> 807 ;
808 [label="America/Phoenix <= 0.5\ngini = 0.3878\nsamples = 19\nvalue = [5, 14]", fillcolor="#399de5a4"] ;
807 -> 808 ;
809 [label="gini = 0.3457\nsamples = 18\nvalue = [4, 14]", fillcolor="#399de5b6"] ;
808 -> 809 ;
810 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
808 -> 810 ;
811 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
807 -> 811 ;
812 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
798 -> 812 ;
813 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
797 -> 813 ;
814 [label="America/New_York <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
768 -> 814 ;
815 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
814 -> 815 ;
816 [label="login_count <= 90.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
814 -> 816 ;
817 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
816 -> 817 ;
818 [label="login_count <= 104.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
816 -> 818 ;
819 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
818 -> 819 ;
820 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
818 -> 820 ;
821 [label="login_count <= 103.5\ngini = 0.487\nsamples = 31\nvalue = [18, 13]", fillcolor="#e5813947"] ;
767 -> 821 ;
822 [label="login_count <= 87.5\ngini = 0.4993\nsamples = 27\nvalue = [14, 13]", fillcolor="#e5813912"] ;
821 -> 822 ;
823 [label="Luna <= 0.5\ngini = 0.4764\nsamples = 23\nvalue = [14, 9]", fillcolor="#e581395b"] ;
822 -> 823 ;
824 [label="login_count <= 62.5\ngini = 0.5\nsamples = 16\nvalue = [8, 8]", fillcolor="#e5813900"] ;
823 -> 824 ;
825 [label="Sidecar <= 0.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#e5813992"] ;
824 -> 825 ;
826 [label="login_count <= 57.0\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
825 -> 826 ;
827 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
826 -> 827 ;
828 [label="login_count <= 60.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
826 -> 828 ;
829 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
828 -> 829 ;
830 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
828 -> 830 ;
831 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
825 -> 831 ;
832 [label="login_count <= 85.0\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
824 -> 832 ;
833 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
832 -> 833 ;
834 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
832 -> 834 ;
835 [label="login_count <= 52.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
823 -> 835 ;
836 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
835 -> 836 ;
837 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
835 -> 837 ;
838 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
822 -> 838 ;
839 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
821 -> 839 ;
840 [label="America/Los_Angeles <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
766 -> 840 ;
841 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
840 -> 841 ;
842 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
840 -> 842 ;
843 [label="America/New_York <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
717 -> 843 ;
844 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
843 -> 844 ;
845 [label="login_count <= 118.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
843 -> 845 ;
846 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
845 -> 846 ;
847 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
845 -> 847 ;
848 [label="products_count <= 4.5\ngini = 0.42\nsamples = 40\nvalue = [28, 12]", fillcolor="#e5813992"] ;
716 -> 848 ;
849 [label="login_count <= 39.5\ngini = 0.4835\nsamples = 22\nvalue = [13, 9]", fillcolor="#e581394e"] ;
848 -> 849 ;
850 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
849 -> 850 ;
851 [label="login_count <= 58.5\ngini = 0.455\nsamples = 20\nvalue = [13, 7]", fillcolor="#e5813976"] ;
849 -> 851 ;
852 [label="Europe/London <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e58139e3"] ;
851 -> 852 ;
853 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
852 -> 853 ;
854 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
852 -> 854 ;
855 [label="chrome <= 0.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
851 -> 855 ;
856 [label="login_count <= 61.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
855 -> 856 ;
857 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
856 -> 857 ;
858 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
856 -> 858 ;
859 [label="login_count <= 75.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
855 -> 859 ;
860 [label="America/Chicago <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
859 -> 860 ;
861 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
860 -> 861 ;
862 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
860 -> 862 ;
863 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
859 -> 863 ;
864 [label="Australia/Queensland <= 0.5\ngini = 0.2778\nsamples = 18\nvalue = [15, 3]", fillcolor="#e58139cc"] ;
848 -> 864 ;
865 [label="America/Toronto <= 0.5\ngini = 0.2076\nsamples = 17\nvalue = [15, 2]", fillcolor="#e58139dd"] ;
864 -> 865 ;
866 [label="safari <= 0.5\ngini = 0.1244\nsamples = 15\nvalue = [14, 1]", fillcolor="#e58139ed"] ;
865 -> 866 ;
867 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139ff"] ;
866 -> 867 ;
868 [label="login_count <= 51.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
866 -> 868 ;
869 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
868 -> 869 ;
870 [label="login_count <= 67.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
868 -> 870 ;
871 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
870 -> 871 ;
872 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
870 -> 872 ;
873 [label="login_count <= 63.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
865 -> 873 ;
874 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
873 -> 874 ;
875 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
873 -> 875 ;
876 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
864 -> 876 ;
877 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
715 -> 877 ;
878 [label="Trace <= 0.5\ngini = 0.499\nsamples = 268\nvalue = [128, 140]", fillcolor="#399de516"] ;
542 -> 878 ;
879 [label="products_count <= 2.5\ngini = 0.4999\nsamples = 256\nvalue = [126, 130]", fillcolor="#399de508"] ;
878 -> 879 ;
880 [label="America/Denver <= 0.5\ngini = 0.4824\nsamples = 64\nvalue = [38, 26]", fillcolor="#e5813951"] ;
879 -> 880 ;
881 [label="login_count <= 638.0\ngini = 0.4745\nsamples = 62\nvalue = [38, 24]", fillcolor="#e581395e"] ;
880 -> 881 ;
882 [label="Sexy <= 0.5\ngini = 0.462\nsamples = 58\nvalue = [37, 21]", fillcolor="#e581396e"] ;
881 -> 882 ;
883 [label="Lunch Break <= 0.5\ngini = 0.48\nsamples = 50\nvalue = [30, 20]", fillcolor="#e5813955"] ;
882 -> 883 ;
884 [label="Europe/London <= 0.5\ngini = 0.4907\nsamples = 44\nvalue = [25, 19]", fillcolor="#e581393d"] ;
883 -> 884 ;
885 [label="login_count <= 323.5\ngini = 0.48\nsamples = 40\nvalue = [24, 16]", fillcolor="#e5813955"] ;
884 -> 885 ;
886 [label="Luna <= 0.5\ngini = 0.4995\nsamples = 31\nvalue = [16, 15]", fillcolor="#e5813910"] ;
885 -> 886 ;
887 [label="safari <= 0.5\ngini = 0.4688\nsamples = 16\nvalue = [6, 10]", fillcolor="#399de566"] ;
886 -> 887 ;
888 [label="products_count <= 0.5\ngini = 0.497\nsamples = 13\nvalue = [6, 7]", fillcolor="#399de524"] ;
887 -> 888 ;
889 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
888 -> 889 ;
890 [label="login_count <= 210.5\ngini = 0.4959\nsamples = 11\nvalue = [6, 5]", fillcolor="#e581392a"] ;
888 -> 890 ;
891 [label="Australia/NSW <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
890 -> 891 ;
892 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
891 -> 892 ;
893 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
891 -> 893 ;
894 [label="Titanium <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
890 -> 894 ;
895 [label="login_count <= 264.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
894 -> 895 ;
896 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
895 -> 896 ;
897 [label="Nova <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
895 -> 897 ;
898 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
897 -> 898 ;
899 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
897 -> 899 ;
900 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
894 -> 900 ;
901 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
887 -> 901 ;
902 [label="login_count <= 244.0\ngini = 0.4444\nsamples = 15\nvalue = [10, 5]", fillcolor="#e581397f"] ;
886 -> 902 ;
903 [label="America/Indianapolis <= 0.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]", fillcolor="#e58139bf"] ;
902 -> 903 ;
904 [label="America/Los_Angeles <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
903 -> 904 ;
905 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
904 -> 905 ;
906 [label="login_count <= 171.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
904 -> 906 ;
907 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
906 -> 907 ;
908 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
906 -> 908 ;
909 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
903 -> 909 ;
910 [label="login_count <= 255.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
902 -> 910 ;
911 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
910 -> 911 ;
912 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
910 -> 912 ;
913 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
912 -> 913 ;
914 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
912 -> 914 ;
915 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
914 -> 915 ;
916 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
914 -> 916 ;
917 [label="safari <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
885 -> 917 ;
918 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
917 -> 918 ;
919 [label="login_count <= 374.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
917 -> 919 ;
920 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
919 -> 920 ;
921 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
919 -> 921 ;
922 [label="login_count <= 359.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
884 -> 922 ;
923 [label="login_count <= 142.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
922 -> 923 ;
924 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
923 -> 924 ;
925 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
923 -> 925 ;
926 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
922 -> 926 ;
927 [label="login_count <= 451.0\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
883 -> 927 ;
928 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
927 -> 928 ;
929 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
927 -> 929 ;
930 [label="America/Vancouver <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
882 -> 930 ;
931 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
930 -> 931 ;
932 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
930 -> 932 ;
933 [label="Australia/Victoria <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
881 -> 933 ;
934 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
933 -> 934 ;
935 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
933 -> 935 ;
936 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
880 -> 936 ;
937 [label="products_count <= 3.5\ngini = 0.4965\nsamples = 192\nvalue = [88, 104]", fillcolor="#399de527"] ;
879 -> 937 ;
938 [label="America/Los_Angeles <= 0.5\ngini = 0.395\nsamples = 48\nvalue = [13, 35]", fillcolor="#399de5a0"] ;
937 -> 938 ;
939 [label="Ranger <= 0.5\ngini = 0.2778\nsamples = 36\nvalue = [6, 30]", fillcolor="#399de5cc"] ;
938 -> 939 ;
940 [label="Asia/Tokyo <= 0.5\ngini = 0.2449\nsamples = 35\nvalue = [5, 30]", fillcolor="#399de5d4"] ;
939 -> 940 ;
941 [label="America/Denver <= 0.5\ngini = 0.2076\nsamples = 34\nvalue = [4, 30]", fillcolor="#399de5dd"] ;
940 -> 941 ;
942 [label="Neat <= 0.5\ngini = 0.1653\nsamples = 33\nvalue = [3, 30]", fillcolor="#399de5e6"] ;
941 -> 942 ;
943 [label="Luna <= 0.5\ngini = 0.0713\nsamples = 27\nvalue = [1, 26]", fillcolor="#399de5f5"] ;
942 -> 943 ;
944 [label="gini = 0.0\nsamples = 22\nvalue = [0, 22]", fillcolor="#399de5ff"] ;
943 -> 944 ;
945 [label="login_count <= 205.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
943 -> 945 ;
946 [label="login_count <= 162.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
945 -> 946 ;
947 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
946 -> 947 ;
948 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
946 -> 948 ;
949 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
945 -> 949 ;
950 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
942 -> 950 ;
951 [label="Diamond <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
950 -> 951 ;
952 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
951 -> 952 ;
953 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
951 -> 953 ;
954 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
950 -> 954 ;
955 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
941 -> 955 ;
956 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
940 -> 956 ;
957 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
939 -> 957 ;
958 [label="login_count <= 173.5\ngini = 0.4861\nsamples = 12\nvalue = [7, 5]", fillcolor="#e5813949"] ;
938 -> 958 ;
959 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
958 -> 959 ;
960 [label="login_count <= 244.5\ngini = 0.4938\nsamples = 9\nvalue = [4, 5]", fillcolor="#399de533"] ;
958 -> 960 ;
961 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
960 -> 961 ;
962 [label="login_count <= 756.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
960 -> 962 ;
963 [label="chrome <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
962 -> 963 ;
964 [label="Sidecar <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
963 -> 964 ;
965 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
964 -> 965 ;
966 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
964 -> 966 ;
967 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
963 -> 967 ;
968 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
962 -> 968 ;
969 [label="Neat <= 0.5\ngini = 0.4991\nsamples = 144\nvalue = [75, 69]", fillcolor="#e5813914"] ;
937 -> 969 ;
970 [label="Australia/NSW <= 0.5\ngini = 0.4922\nsamples = 112\nvalue = [63, 49]", fillcolor="#e5813939"] ;
969 -> 970 ;
971 [label="Ranger <= 0.5\ngini = 0.4878\nsamples = 109\nvalue = [63, 46]", fillcolor="#e5813945"] ;
970 -> 971 ;
972 [label="Foundry <= 0.5\ngini = 0.4842\nsamples = 107\nvalue = [63, 44]", fillcolor="#e581394d"] ;
971 -> 972 ;
973 [label="login_count <= 141.5\ngini = 0.4882\nsamples = 104\nvalue = [60, 44]", fillcolor="#e5813944"] ;
972 -> 973 ;
974 [label="America/Los_Angeles <= 0.5\ngini = 0.4875\nsamples = 19\nvalue = [8, 11]", fillcolor="#399de546"] ;
973 -> 974 ;
975 [label="Sexy <= 0.5\ngini = 0.5\nsamples = 16\nvalue = [8, 8]", fillcolor="#e5813900"] ;
974 -> 975 ;
976 [label="login_count <= 139.5\ngini = 0.4734\nsamples = 13\nvalue = [8, 5]", fillcolor="#e5813960"] ;
975 -> 976 ;
977 [label="Europe/Copenhagen <= 0.5\ngini = 0.3967\nsamples = 11\nvalue = [8, 3]", fillcolor="#e581399f"] ;
976 -> 977 ;
978 [label="Lunch Break <= 0.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]", fillcolor="#e58139bf"] ;
977 -> 978 ;
979 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
978 -> 979 ;
980 [label="America/New_York <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
978 -> 980 ;
981 [label="products_count <= 4.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
980 -> 981 ;
982 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
981 -> 982 ;
983 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
981 -> 983 ;
984 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
980 -> 984 ;
985 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
977 -> 985 ;
986 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
976 -> 986 ;
987 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
975 -> 987 ;
988 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
974 -> 988 ;
989 [label="login_count <= 267.0\ngini = 0.475\nsamples = 85\nvalue = [52, 33]", fillcolor="#e581395d"] ;
973 -> 989 ;
990 [label="login_count <= 191.0\ngini = 0.4109\nsamples = 45\nvalue = [32, 13]", fillcolor="#e5813997"] ;
989 -> 990 ;
991 [label="login_count <= 186.5\ngini = 0.477\nsamples = 28\nvalue = [17, 11]", fillcolor="#e581395a"] ;
990 -> 991 ;
992 [label="login_count <= 148.5\ngini = 0.4234\nsamples = 23\nvalue = [16, 7]", fillcolor="#e581398f"] ;
991 -> 992 ;
993 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
992 -> 993 ;
994 [label="login_count <= 165.5\ngini = 0.4753\nsamples = 18\nvalue = [11, 7]", fillcolor="#e581395d"] ;
992 -> 994 ;
995 [label="login_count <= 158.0\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
994 -> 995 ;
996 [label="Australia/Queensland <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
995 -> 996 ;
997 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
996 -> 997 ;
998 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
996 -> 998 ;
999 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
995 -> 999 ;
1000 [label="Snakebite <= 0.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]", fillcolor="#e58139bf"] ;
994 -> 1000 ;
1001 [label="America/Toronto <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
1000 -> 1001 ;
1002 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
1001 -> 1002 ;
1003 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1001 -> 1003 ;
1004 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1000 -> 1004 ;
1005 [label="America/Chicago <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
991 -> 1005 ;
1006 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1005 -> 1006 ;
1007 [label="Luna <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1005 -> 1007 ;
1008 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1007 -> 1008 ;
1009 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1007 -> 1009 ;
1010 [label="Nova <= 0.5\ngini = 0.2076\nsamples = 17\nvalue = [15, 2]", fillcolor="#e58139dd"] ;
990 -> 1010 ;
1011 [label="login_count <= 257.0\ngini = 0.1172\nsamples = 16\nvalue = [15, 1]", fillcolor="#e58139ee"] ;
1010 -> 1011 ;
1012 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]", fillcolor="#e58139ff"] ;
1011 -> 1012 ;
1013 [label="products_count <= 4.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1011 -> 1013 ;
1014 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1013 -> 1014 ;
1015 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1013 -> 1015 ;
1016 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1010 -> 1016 ;
1017 [label="login_count <= 296.5\ngini = 0.5\nsamples = 40\nvalue = [20, 20]", fillcolor="#e5813900"] ;
989 -> 1017 ;
1018 [label="America/New_York <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
1017 -> 1018 ;
1019 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
1018 -> 1019 ;
1020 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1018 -> 1020 ;
1021 [label="America/New_York <= 0.5\ngini = 0.4885\nsamples = 33\nvalue = [19, 14]", fillcolor="#e5813943"] ;
1017 -> 1021 ;
1022 [label="login_count <= 681.5\ngini = 0.4234\nsamples = 23\nvalue = [16, 7]", fillcolor="#e581398f"] ;
1021 -> 1022 ;
1023 [label="firefox <= 0.5\ngini = 0.4898\nsamples = 14\nvalue = [8, 6]", fillcolor="#e5813940"] ;
1022 -> 1023 ;
1024 [label="login_count <= 531.5\ngini = 0.4444\nsamples = 12\nvalue = [8, 4]", fillcolor="#e581397f"] ;
1023 -> 1024 ;
1025 [label="America/Chicago <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
1024 -> 1025 ;
1026 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
1025 -> 1026 ;
1027 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1025 -> 1027 ;
1028 [label="Luna <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1024 -> 1028 ;
1029 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1028 -> 1029 ;
1030 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1028 -> 1030 ;
1031 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1023 -> 1031 ;
1032 [label="login_count <= 1826.5\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
1022 -> 1032 ;
1033 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
1032 -> 1033 ;
1034 [label="Luna <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1032 -> 1034 ;
1035 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1034 -> 1035 ;
1036 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1034 -> 1036 ;
1037 [label="login_count <= 375.0\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
1021 -> 1037 ;
1038 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1037 -> 1038 ;
1039 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1038 -> 1039 ;
1040 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1038 -> 1040 ;
1041 [label="Sexy <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
1037 -> 1041 ;
1042 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1041 -> 1042 ;
1043 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1041 -> 1043 ;
1044 [label="login_count <= 530.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1043 -> 1044 ;
1045 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1044 -> 1045 ;
1046 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1044 -> 1046 ;
1047 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1043 -> 1047 ;
1048 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
972 -> 1048 ;
1049 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
971 -> 1049 ;
1050 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
970 -> 1050 ;
1051 [label="America/New_York <= 0.5\ngini = 0.4688\nsamples = 32\nvalue = [12, 20]", fillcolor="#399de566"] ;
969 -> 1051 ;
1052 [label="login_count <= 156.5\ngini = 0.4991\nsamples = 23\nvalue = [11, 12]", fillcolor="#399de515"] ;
1051 -> 1052 ;
1053 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
1052 -> 1053 ;
1054 [label="login_count <= 319.5\ngini = 0.4753\nsamples = 18\nvalue = [11, 7]", fillcolor="#e581395d"] ;
1052 -> 1054 ;
1055 [label="login_count <= 177.5\ngini = 0.2778\nsamples = 12\nvalue = [10, 2]", fillcolor="#e58139cc"] ;
1054 -> 1055 ;
1056 [label="products_count <= 4.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1055 -> 1056 ;
1057 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1056 -> 1057 ;
1058 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1056 -> 1058 ;
1059 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
1055 -> 1059 ;
1060 [label="Europe/Warsaw <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
1054 -> 1060 ;
1061 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
1060 -> 1061 ;
1062 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1060 -> 1062 ;
1063 [label="login_count <= 146.0\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
1051 -> 1063 ;
1064 [label="safari <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1063 -> 1064 ;
1065 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1064 -> 1065 ;
1066 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1064 -> 1066 ;
1067 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
1063 -> 1067 ;
1068 [label="Diamond <= 0.5\ngini = 0.2778\nsamples = 12\nvalue = [2, 10]", fillcolor="#399de5cc"] ;
878 -> 1068 ;
1069 [label="Asia/Singapore <= 0.5\ngini = 0.1653\nsamples = 11\nvalue = [1, 10]", fillcolor="#399de5e6"] ;
1068 -> 1069 ;
1070 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
1069 -> 1070 ;
1071 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1069 -> 1071 ;
1072 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1068 -> 1072 ;
1073 [label="Blocks <= 0.5\ngini = 0.0002\nsamples = 16099\nvalue = [16097, 2]", fillcolor="#e58139ff"] ;
1 -> 1073 ;
1074 [label="login_count <= 223.5\ngini = 0.0001\nsamples = 16068\nvalue = [16067, 1]", fillcolor="#e58139ff"] ;
1073 -> 1074 ;
1075 [label="gini = 0.0\nsamples = 15639\nvalue = [15639, 0]", fillcolor="#e58139ff"] ;
1074 -> 1075 ;
1076 [label="login_count <= 224.5\ngini = 0.0047\nsamples = 429\nvalue = [428, 1]", fillcolor="#e58139fe"] ;
1074 -> 1076 ;
1077 [label="Sexy <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1076 -> 1077 ;
1078 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1077 -> 1078 ;
1079 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1077 -> 1079 ;
1080 [label="gini = 0.0\nsamples = 426\nvalue = [426, 0]", fillcolor="#e58139ff"] ;
1076 -> 1080 ;
1081 [label="Australia/NSW <= 0.5\ngini = 0.0624\nsamples = 31\nvalue = [30, 1]", fillcolor="#e58139f6"] ;
1073 -> 1081 ;
1082 [label="gini = 0.0\nsamples = 29\nvalue = [29, 0]", fillcolor="#e58139ff"] ;
1081 -> 1082 ;
1083 [label="safari <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1081 -> 1083 ;
1084 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1083 -> 1084 ;
1085 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1083 -> 1085 ;
1086 [label="login_count <= 44.5\ngini = 0.4676\nsamples = 11345\nvalue = [4228, 7117]", fillcolor="#399de568"] ;
0 -> 1086 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
1087 [label="login_count <= 18.5\ngini = 0.476\nsamples = 3262\nvalue = [1988, 1274]", fillcolor="#e581395c"] ;
1086 -> 1087 ;
1088 [label="products_count <= 15.5\ngini = 0.4064\nsamples = 1269\nvalue = [909, 360]", fillcolor="#e581399a"] ;
1087 -> 1088 ;
1089 [label="login_count <= 12.5\ngini = 0.3644\nsamples = 818\nvalue = [622, 196]", fillcolor="#e58139af"] ;
1088 -> 1089 ;
1090 [label="Neat <= 0.5\ngini = 0.3279\nsamples = 513\nvalue = [407, 106]", fillcolor="#e58139bd"] ;
1089 -> 1090 ;
1091 [label="Australia/Queensland <= 0.5\ngini = 0.3072\nsamples = 459\nvalue = [372, 87]", fillcolor="#e58139c3"] ;
1090 -> 1091 ;
1092 [label="America/Regina <= 0.5\ngini = 0.3003\nsamples = 451\nvalue = [368, 83]", fillcolor="#e58139c5"] ;
1091 -> 1092 ;
1093 [label="Nova <= 0.5\ngini = 0.298\nsamples = 450\nvalue = [368, 82]", fillcolor="#e58139c6"] ;
1092 -> 1093 ;
1094 [label="Europe/Warsaw <= 0.5\ngini = 0.2898\nsamples = 438\nvalue = [361, 77]", fillcolor="#e58139c9"] ;
1093 -> 1094 ;
1095 [label="Asia/Singapore <= 0.5\ngini = 0.2873\nsamples = 437\nvalue = [361, 76]", fillcolor="#e58139c9"] ;
1094 -> 1095 ;
1096 [label="America/Indianapolis <= 0.5\ngini = 0.2849\nsamples = 436\nvalue = [361, 75]", fillcolor="#e58139ca"] ;
1095 -> 1096 ;
1097 [label="login_count <= 8.5\ngini = 0.2824\nsamples = 435\nvalue = [361, 74]", fillcolor="#e58139cb"] ;
1096 -> 1097 ;
1098 [label="Good Vibes <= 0.5\ngini = 0.2473\nsamples = 256\nvalue = [219, 37]", fillcolor="#e58139d4"] ;
1097 -> 1098 ;
1099 [label="Lunch Break <= 0.5\ngini = 0.2342\nsamples = 251\nvalue = [217, 34]", fillcolor="#e58139d7"] ;
1098 -> 1099 ;
1100 [label="America/Phoenix <= 0.5\ngini = 0.1738\nsamples = 156\nvalue = [141, 15]", fillcolor="#e58139e4"] ;
1099 -> 1100 ;
1101 [label="Snakebite <= 0.5\ngini = 0.1643\nsamples = 155\nvalue = [141, 14]", fillcolor="#e58139e6"] ;
1100 -> 1101 ;
1102 [label="login_count <= 5.5\ngini = 0.1555\nsamples = 153\nvalue = [140, 13]", fillcolor="#e58139e7"] ;
1101 -> 1102 ;
1103 [label="products_count <= 13.5\ngini = 0.0961\nsamples = 79\nvalue = [75, 4]", fillcolor="#e58139f1"] ;
1102 -> 1103 ;
1104 [label="firefox <= 0.5\ngini = 0.0596\nsamples = 65\nvalue = [63, 2]", fillcolor="#e58139f7"] ;
1103 -> 1104 ;
1105 [label="gini = 0.0339\nsamples = 58\nvalue = [57, 1]", fillcolor="#e58139fb"] ;
1104 -> 1105 ;
1106 [label="gini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
1104 -> 1106 ;
1107 [label="Ranger <= 0.5\ngini = 0.2449\nsamples = 14\nvalue = [12, 2]", fillcolor="#e58139d4"] ;
1103 -> 1107 ;
1108 [label="gini = 0.1528\nsamples = 12\nvalue = [11, 1]", fillcolor="#e58139e8"] ;
1107 -> 1108 ;
1109 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1107 -> 1109 ;
1110 [label="Luna <= 0.5\ngini = 0.2137\nsamples = 74\nvalue = [65, 9]", fillcolor="#e58139dc"] ;
1102 -> 1110 ;
1111 [label="Trace <= 0.5\ngini = 0.095\nsamples = 40\nvalue = [38, 2]", fillcolor="#e58139f2"] ;
1110 -> 1111 ;
1112 [label="gini = 0.0\nsamples = 34\nvalue = [34, 0]", fillcolor="#e58139ff"] ;
1111 -> 1112 ;
1113 [label="gini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
1111 -> 1113 ;
1114 [label="Europe/London <= 0.5\ngini = 0.327\nsamples = 34\nvalue = [27, 7]", fillcolor="#e58139bd"] ;
1110 -> 1114 ;
1115 [label="gini = 0.2637\nsamples = 32\nvalue = [27, 5]", fillcolor="#e58139d0"] ;
1114 -> 1115 ;
1116 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1114 -> 1116 ;
1117 [label="login_count <= 3.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1101 -> 1117 ;
1118 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1117 -> 1118 ;
1119 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1117 -> 1119 ;
1120 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1100 -> 1120 ;
1121 [label="Australia/Victoria <= 0.5\ngini = 0.32\nsamples = 95\nvalue = [76, 19]", fillcolor="#e58139bf"] ;
1099 -> 1121 ;
1122 [label="internet explorer <= 0.5\ngini = 0.3013\nsamples = 92\nvalue = [75, 17]", fillcolor="#e58139c5"] ;
1121 -> 1122 ;
1123 [label="Australia/NSW <= 0.5\ngini = 0.2803\nsamples = 89\nvalue = [74, 15]", fillcolor="#e58139cb"] ;
1122 -> 1123 ;
1124 [label="products_count <= 14.5\ngini = 0.2676\nsamples = 88\nvalue = [74, 14]", fillcolor="#e58139cf"] ;
1123 -> 1124 ;
1125 [label="Platinum <= 0.5\ngini = 0.2449\nsamples = 84\nvalue = [72, 12]", fillcolor="#e58139d4"] ;
1124 -> 1125 ;
1126 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1125 -> 1126 ;
1127 [label="gini = 0.2188\nsamples = 80\nvalue = [70, 10]", fillcolor="#e58139db"] ;
1125 -> 1127 ;
1128 [label="America/New_York <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1124 -> 1128 ;
1129 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1128 -> 1129 ;
1130 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1128 -> 1130 ;
1131 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1123 -> 1131 ;
1132 [label="America/Los_Angeles <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1122 -> 1132 ;
1133 [label="America/New_York <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1132 -> 1133 ;
1134 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1133 -> 1134 ;
1135 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1133 -> 1135 ;
1136 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1132 -> 1136 ;
1137 [label="safari <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1121 -> 1137 ;
1138 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1137 -> 1138 ;
1139 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1137 -> 1139 ;
1140 [label="chrome <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
1098 -> 1140 ;
1141 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1140 -> 1141 ;
1142 [label="products_count <= 12.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1140 -> 1142 ;
1143 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1142 -> 1143 ;
1144 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1142 -> 1144 ;
1145 [label="firefox <= 0.5\ngini = 0.328\nsamples = 179\nvalue = [142, 37]", fillcolor="#e58139bd"] ;
1097 -> 1145 ;
1146 [label="Pacific/Honolulu <= 0.5\ngini = 0.2975\nsamples = 165\nvalue = [135, 30]", fillcolor="#e58139c6"] ;
1145 -> 1146 ;
1147 [label="Asia/Jakarta <= 0.5\ngini = 0.2911\nsamples = 164\nvalue = [135, 29]", fillcolor="#e58139c8"] ;
1146 -> 1147 ;
1148 [label="Europe/Amsterdam <= 0.5\ngini = 0.2845\nsamples = 163\nvalue = [135, 28]", fillcolor="#e58139ca"] ;
1147 -> 1148 ;
1149 [label="Foundry <= 0.5\ngini = 0.2778\nsamples = 162\nvalue = [135, 27]", fillcolor="#e58139cc"] ;
1148 -> 1149 ;
1150 [label="America/Los_Angeles <= 0.5\ngini = 0.2678\nsamples = 157\nvalue = [132, 25]", fillcolor="#e58139cf"] ;
1149 -> 1150 ;
1151 [label="products_count <= 6.5\ngini = 0.2434\nsamples = 134\nvalue = [115, 19]", fillcolor="#e58139d5"] ;
1150 -> 1151 ;
1152 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]", fillcolor="#e58139ff"] ;
1151 -> 1152 ;
1153 [label="gini = 0.2739\nsamples = 116\nvalue = [97, 19]", fillcolor="#e58139cd"] ;
1151 -> 1153 ;
1154 [label="Sidecar <= 0.5\ngini = 0.3856\nsamples = 23\nvalue = [17, 6]", fillcolor="#e58139a5"] ;
1150 -> 1154 ;
1155 [label="gini = 0.255\nsamples = 20\nvalue = [17, 3]", fillcolor="#e58139d2"] ;
1154 -> 1155 ;
1156 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1154 -> 1156 ;
1157 [label="America/New_York <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
1149 -> 1157 ;
1158 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1157 -> 1158 ;
1159 [label="products_count <= 13.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1157 -> 1159 ;
1160 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1159 -> 1160 ;
1161 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1159 -> 1161 ;
1162 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1148 -> 1162 ;
1163 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1147 -> 1163 ;
1164 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1146 -> 1164 ;
1165 [label="Lunch Break <= 0.5\ngini = 0.5\nsamples = 14\nvalue = [7, 7]", fillcolor="#e5813900"] ;
1145 -> 1165 ;
1166 [label="products_count <= 11.5\ngini = 0.4628\nsamples = 11\nvalue = [4, 7]", fillcolor="#399de56d"] ;
1165 -> 1166 ;
1167 [label="products_count <= 7.5\ngini = 0.4898\nsamples = 7\nvalue = [4, 3]", fillcolor="#e5813940"] ;
1166 -> 1167 ;
1168 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1167 -> 1168 ;
1169 [label="Australia/West <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
1167 -> 1169 ;
1170 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1169 -> 1170 ;
1171 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1169 -> 1171 ;
1172 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1166 -> 1172 ;
1173 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1165 -> 1173 ;
1174 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1096 -> 1174 ;
1175 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1095 -> 1175 ;
1176 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1094 -> 1176 ;
1177 [label="products_count <= 7.5\ngini = 0.4861\nsamples = 12\nvalue = [7, 5]", fillcolor="#e5813949"] ;
1093 -> 1177 ;
1178 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
1177 -> 1178 ;
1179 [label="login_count <= 6.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
1177 -> 1179 ;
1180 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1179 -> 1180 ;
1181 [label="firefox <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1179 -> 1181 ;
1182 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1181 -> 1182 ;
1183 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1181 -> 1183 ;
1184 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1092 -> 1184 ;
1185 [label="login_count <= 9.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
1091 -> 1185 ;
1186 [label="login_count <= 6.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
1185 -> 1186 ;
1187 [label="edge <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1186 -> 1187 ;
1188 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1187 -> 1188 ;
1189 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1187 -> 1189 ;
1190 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1186 -> 1190 ;
1191 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1185 -> 1191 ;
1192 [label="America/Los_Angeles <= 0.5\ngini = 0.4561\nsamples = 54\nvalue = [35, 19]", fillcolor="#e5813975"] ;
1090 -> 1192 ;
1193 [label="products_count <= 7.5\ngini = 0.4819\nsamples = 42\nvalue = [25, 17]", fillcolor="#e5813952"] ;
1192 -> 1193 ;
1194 [label="login_count <= 6.5\ngini = 0.4861\nsamples = 12\nvalue = [5, 7]", fillcolor="#399de549"] ;
1193 -> 1194 ;
1195 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1194 -> 1195 ;
1196 [label="Europe/Copenhagen <= 0.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
1194 -> 1196 ;
1197 [label="login_count <= 11.5\ngini = 0.4938\nsamples = 9\nvalue = [5, 4]", fillcolor="#e5813933"] ;
1196 -> 1197 ;
1198 [label="America/Denver <= 0.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
1197 -> 1198 ;
1199 [label="safari <= 0.5\ngini = 0.4898\nsamples = 7\nvalue = [3, 4]", fillcolor="#399de540"] ;
1198 -> 1199 ;
1200 [label="login_count <= 7.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
1199 -> 1200 ;
1201 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1200 -> 1201 ;
1202 [label="Europe/London <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1200 -> 1202 ;
1203 [label="login_count <= 9.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1202 -> 1203 ;
1204 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1203 -> 1204 ;
1205 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1203 -> 1205 ;
1206 [label="login_count <= 9.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1202 -> 1206 ;
1207 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1206 -> 1207 ;
1208 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1206 -> 1208 ;
1209 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1199 -> 1209 ;
1210 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1198 -> 1210 ;
1211 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1197 -> 1211 ;
1212 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1196 -> 1212 ;
1213 [label="Australia/Queensland <= 0.5\ngini = 0.4444\nsamples = 30\nvalue = [20, 10]", fillcolor="#e581397f"] ;
1193 -> 1213 ;
1214 [label="Europe/Vienna <= 0.5\ngini = 0.4281\nsamples = 29\nvalue = [20, 9]", fillcolor="#e581398c"] ;
1213 -> 1214 ;
1215 [label="America/Indianapolis <= 0.5\ngini = 0.4082\nsamples = 28\nvalue = [20, 8]", fillcolor="#e5813999"] ;
1214 -> 1215 ;
1216 [label="America/New_York <= 0.5\ngini = 0.3841\nsamples = 27\nvalue = [20, 7]", fillcolor="#e58139a6"] ;
1215 -> 1216 ;
1217 [label="edge <= 0.5\ngini = 0.1528\nsamples = 12\nvalue = [11, 1]", fillcolor="#e58139e8"] ;
1216 -> 1217 ;
1218 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139ff"] ;
1217 -> 1218 ;
1219 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1217 -> 1219 ;
1220 [label="products_count <= 10.5\ngini = 0.48\nsamples = 15\nvalue = [9, 6]", fillcolor="#e5813955"] ;
1216 -> 1220 ;
1221 [label="login_count <= 7.5\ngini = 0.3967\nsamples = 11\nvalue = [8, 3]", fillcolor="#e581399f"] ;
1220 -> 1221 ;
1222 [label="login_count <= 5.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1221 -> 1222 ;
1223 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1222 -> 1223 ;
1224 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1222 -> 1224 ;
1225 [label="safari <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
1221 -> 1225 ;
1226 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1225 -> 1226 ;
1227 [label="login_count <= 9.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1225 -> 1227 ;
1228 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1227 -> 1228 ;
1229 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1227 -> 1229 ;
1230 [label="login_count <= 11.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1220 -> 1230 ;
1231 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1230 -> 1231 ;
1232 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1230 -> 1232 ;
1233 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1215 -> 1233 ;
1234 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1214 -> 1234 ;
1235 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1213 -> 1235 ;
1236 [label="products_count <= 12.0\ngini = 0.2778\nsamples = 12\nvalue = [10, 2]", fillcolor="#e58139cc"] ;
1192 -> 1236 ;
1237 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
1236 -> 1237 ;
1238 [label="chrome <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1236 -> 1238 ;
1239 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1238 -> 1239 ;
1240 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1238 -> 1240 ;
1241 [label="products_count <= 8.5\ngini = 0.416\nsamples = 305\nvalue = [215, 90]", fillcolor="#e5813994"] ;
1089 -> 1241 ;
1242 [label="America/New_York <= 0.5\ngini = 0.3299\nsamples = 120\nvalue = [95, 25]", fillcolor="#e58139bc"] ;
1241 -> 1242 ;
1243 [label="Trace <= 0.5\ngini = 0.4221\nsamples = 76\nvalue = [53, 23]", fillcolor="#e5813990"] ;
1242 -> 1243 ;
1244 [label="login_count <= 16.5\ngini = 0.4012\nsamples = 72\nvalue = [52, 20]", fillcolor="#e581399d"] ;
1243 -> 1244 ;
1245 [label="Ranger <= 0.5\ngini = 0.3249\nsamples = 49\nvalue = [39, 10]", fillcolor="#e58139be"] ;
1244 -> 1245 ;
1246 [label="login_count <= 15.5\ngini = 0.3047\nsamples = 48\nvalue = [39, 9]", fillcolor="#e58139c4"] ;
1245 -> 1246 ;
1247 [label="Snakebite <= 0.5\ngini = 0.3682\nsamples = 37\nvalue = [28, 9]", fillcolor="#e58139ad"] ;
1246 -> 1247 ;
1248 [label="login_count <= 14.5\ngini = 0.3343\nsamples = 33\nvalue = [26, 7]", fillcolor="#e58139ba"] ;
1247 -> 1248 ;
1249 [label="PickleJuice <= 0.5\ngini = 0.1884\nsamples = 19\nvalue = [17, 2]", fillcolor="#e58139e1"] ;
1248 -> 1249 ;
1250 [label="products_count <= 6.5\ngini = 0.1049\nsamples = 18\nvalue = [17, 1]", fillcolor="#e58139f0"] ;
1249 -> 1250 ;
1251 [label="Luna <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
1250 -> 1251 ;
1252 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1251 -> 1252 ;
1253 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1251 -> 1253 ;
1254 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139ff"] ;
1250 -> 1254 ;
1255 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1249 -> 1255 ;
1256 [label="Lunch Break <= 0.5\ngini = 0.4592\nsamples = 14\nvalue = [9, 5]", fillcolor="#e5813971"] ;
1248 -> 1256 ;
1257 [label="Sidecar <= 0.5\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
1256 -> 1257 ;
1258 [label="safari <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
1257 -> 1258 ;
1259 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
1258 -> 1259 ;
1260 [label="Europe/Madrid <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1258 -> 1260 ;
1261 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1260 -> 1261 ;
1262 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1260 -> 1262 ;
1263 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1257 -> 1263 ;
1264 [label="edge <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
1256 -> 1264 ;
1265 [label="Europe/London <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1264 -> 1265 ;
1266 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1265 -> 1266 ;
1267 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1265 -> 1267 ;
1268 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1264 -> 1268 ;
1269 [label="login_count <= 13.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1247 -> 1269 ;
1270 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1269 -> 1270 ;
1271 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1269 -> 1271 ;
1272 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139ff"] ;
1246 -> 1272 ;
1273 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1245 -> 1273 ;
1274 [label="America/Chicago <= 0.5\ngini = 0.4915\nsamples = 23\nvalue = [13, 10]", fillcolor="#e581393b"] ;
1244 -> 1274 ;
1275 [label="Neat <= 0.5\ngini = 0.4444\nsamples = 15\nvalue = [10, 5]", fillcolor="#e581397f"] ;
1274 -> 1275 ;
1276 [label="firefox <= 0.5\ngini = 0.2975\nsamples = 11\nvalue = [9, 2]", fillcolor="#e58139c6"] ;
1275 -> 1276 ;
1277 [label="America/Toronto <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e58139e3"] ;
1276 -> 1277 ;
1278 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
1277 -> 1278 ;
1279 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1277 -> 1279 ;
1280 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1276 -> 1280 ;
1281 [label="America/Los_Angeles <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1275 -> 1281 ;
1282 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1281 -> 1282 ;
1283 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1281 -> 1283 ;
1284 [label="firefox <= 0.5\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
1274 -> 1284 ;
1285 [label="Ranger <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
1284 -> 1285 ;
1286 [label="products_count <= 6.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
1285 -> 1286 ;
1287 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1286 -> 1287 ;
1288 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1287 -> 1288 ;
1289 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1287 -> 1289 ;
1290 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1286 -> 1290 ;
1291 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1285 -> 1291 ;
1292 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1284 -> 1292 ;
1293 [label="Australia/West <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1243 -> 1293 ;
1294 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1293 -> 1294 ;
1295 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1293 -> 1295 ;
1296 [label="Trace <= 0.5\ngini = 0.0868\nsamples = 44\nvalue = [42, 2]", fillcolor="#e58139f3"] ;
1242 -> 1296 ;
1297 [label="Luna <= 0.5\ngini = 0.0476\nsamples = 41\nvalue = [40, 1]", fillcolor="#e58139f9"] ;
1296 -> 1297 ;
1298 [label="gini = 0.0\nsamples = 28\nvalue = [28, 0]", fillcolor="#e58139ff"] ;
1297 -> 1298 ;
1299 [label="chrome <= 0.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]", fillcolor="#e58139ea"] ;
1297 -> 1299 ;
1300 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
1299 -> 1300 ;
1301 [label="login_count <= 15.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
1299 -> 1301 ;
1302 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1301 -> 1302 ;
1303 [label="login_count <= 17.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1301 -> 1303 ;
1304 [label="Diamond <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1303 -> 1304 ;
1305 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1304 -> 1305 ;
1306 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1304 -> 1306 ;
1307 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1303 -> 1307 ;
1308 [label="login_count <= 16.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1296 -> 1308 ;
1309 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1308 -> 1309 ;
1310 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1308 -> 1310 ;
1311 [label="Australia/NSW <= 0.5\ngini = 0.4558\nsamples = 185\nvalue = [120, 65]", fillcolor="#e5813975"] ;
1241 -> 1311 ;
1312 [label="safari <= 0.5\ngini = 0.4504\nsamples = 181\nvalue = [119, 62]", fillcolor="#e581397a"] ;
1311 -> 1312 ;
1313 [label="products_count <= 11.5\ngini = 0.4165\nsamples = 115\nvalue = [81, 34]", fillcolor="#e5813994"] ;
1312 -> 1313 ;
1314 [label="login_count <= 14.5\ngini = 0.4831\nsamples = 49\nvalue = [29, 20]", fillcolor="#e581394f"] ;
1313 -> 1314 ;
1315 [label="Neat <= 0.5\ngini = 0.3457\nsamples = 18\nvalue = [14, 4]", fillcolor="#e58139b6"] ;
1314 -> 1315 ;
1316 [label="Sexy <= 0.5\ngini = 0.2907\nsamples = 17\nvalue = [14, 3]", fillcolor="#e58139c8"] ;
1315 -> 1316 ;
1317 [label="America/Los_Angeles <= 0.5\ngini = 0.2188\nsamples = 16\nvalue = [14, 2]", fillcolor="#e58139db"] ;
1316 -> 1317 ;
1318 [label="Sidecar <= 0.5\ngini = 0.1327\nsamples = 14\nvalue = [13, 1]", fillcolor="#e58139eb"] ;
1317 -> 1318 ;
1319 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139ff"] ;
1318 -> 1319 ;
1320 [label="Platinum <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1318 -> 1320 ;
1321 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1320 -> 1321 ;
1322 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1320 -> 1322 ;
1323 [label="Ranger <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1317 -> 1323 ;
1324 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1323 -> 1324 ;
1325 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1323 -> 1325 ;
1326 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1316 -> 1326 ;
1327 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1315 -> 1327 ;
1328 [label="chrome <= 0.5\ngini = 0.4995\nsamples = 31\nvalue = [15, 16]", fillcolor="#399de510"] ;
1314 -> 1328 ;
1329 [label="login_count <= 17.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
1328 -> 1329 ;
1330 [label="Europe/Paris <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
1329 -> 1330 ;
1331 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
1330 -> 1331 ;
1332 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1330 -> 1332 ;
1333 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1329 -> 1333 ;
1334 [label="Europe/London <= 0.5\ngini = 0.4898\nsamples = 21\nvalue = [12, 9]", fillcolor="#e5813940"] ;
1328 -> 1334 ;
1335 [label="Snakebite <= 0.5\ngini = 0.4297\nsamples = 16\nvalue = [11, 5]", fillcolor="#e581398b"] ;
1334 -> 1335 ;
1336 [label="Lunch Break <= 0.5\ngini = 0.3911\nsamples = 15\nvalue = [11, 4]", fillcolor="#e58139a2"] ;
1335 -> 1336 ;
1337 [label="Neat <= 0.5\ngini = 0.2778\nsamples = 12\nvalue = [10, 2]", fillcolor="#e58139cc"] ;
1336 -> 1337 ;
1338 [label="America/New_York <= 0.5\ngini = 0.1653\nsamples = 11\nvalue = [10, 1]", fillcolor="#e58139e6"] ;
1337 -> 1338 ;
1339 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
1338 -> 1339 ;
1340 [label="Luna <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1338 -> 1340 ;
1341 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1340 -> 1341 ;
1342 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1340 -> 1342 ;
1343 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1337 -> 1343 ;
1344 [label="Asia/Bangkok <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1336 -> 1344 ;
1345 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1344 -> 1345 ;
1346 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1344 -> 1346 ;
1347 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1335 -> 1347 ;
1348 [label="Ranger <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
1334 -> 1348 ;
1349 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1348 -> 1349 ;
1350 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1348 -> 1350 ;
1351 [label="PickleJuice <= 0.5\ngini = 0.3343\nsamples = 66\nvalue = [52, 14]", fillcolor="#e58139ba"] ;
1313 -> 1351 ;
1352 [label="Nova <= 0.5\ngini = 0.3084\nsamples = 63\nvalue = [51, 12]", fillcolor="#e58139c3"] ;
1351 -> 1352 ;
1353 [label="Foundry <= 0.5\ngini = 0.2778\nsamples = 60\nvalue = [50, 10]", fillcolor="#e58139cc"] ;
1352 -> 1353 ;
1354 [label="Pacific/Auckland <= 0.5\ngini = 0.2413\nsamples = 57\nvalue = [49, 8]", fillcolor="#e58139d5"] ;
1353 -> 1354 ;
1355 [label="products_count <= 13.5\ngini = 0.2188\nsamples = 56\nvalue = [49, 7]", fillcolor="#e58139db"] ;
1354 -> 1355 ;
1356 [label="Neat <= 0.5\ngini = 0.1078\nsamples = 35\nvalue = [33, 2]", fillcolor="#e58139f0"] ;
1355 -> 1356 ;
1357 [label="Lunch Break <= 0.5\ngini = 0.0624\nsamples = 31\nvalue = [30, 1]", fillcolor="#e58139f6"] ;
1356 -> 1357 ;
1358 [label="gini = 0.0\nsamples = 22\nvalue = [22, 0]", fillcolor="#e58139ff"] ;
1357 -> 1358 ;
1359 [label="login_count <= 15.0\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
1357 -> 1359 ;
1360 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1359 -> 1360 ;
1361 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
1359 -> 1361 ;
1362 [label="America/Chicago <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1356 -> 1362 ;
1363 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1362 -> 1363 ;
1364 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1362 -> 1364 ;
1365 [label="Luna <= 0.5\ngini = 0.3628\nsamples = 21\nvalue = [16, 5]", fillcolor="#e58139af"] ;
1355 -> 1365 ;
1366 [label="America/New_York <= 0.5\ngini = 0.2311\nsamples = 15\nvalue = [13, 2]", fillcolor="#e58139d8"] ;
1365 -> 1366 ;
1367 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139ff"] ;
1366 -> 1367 ;
1368 [label="chrome <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
1366 -> 1368 ;
1369 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1368 -> 1369 ;
1370 [label="login_count <= 14.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1368 -> 1370 ;
1371 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1370 -> 1371 ;
1372 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1370 -> 1372 ;
1373 [label="login_count <= 16.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
1365 -> 1373 ;
1374 [label="America/Chicago <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1373 -> 1374 ;
1375 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1374 -> 1375 ;
1376 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1374 -> 1376 ;
1377 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1373 -> 1377 ;
1378 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1354 -> 1378 ;
1379 [label="products_count <= 12.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1353 -> 1379 ;
1380 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1379 -> 1380 ;
1381 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1379 -> 1381 ;
1382 [label="products_count <= 13.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1352 -> 1382 ;
1383 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1382 -> 1383 ;
1384 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1382 -> 1384 ;
1385 [label="login_count <= 17.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1351 -> 1385 ;
1386 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1385 -> 1386 ;
1387 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1385 -> 1387 ;
1388 [label="America/Denver <= 0.5\ngini = 0.4885\nsamples = 66\nvalue = [38, 28]", fillcolor="#e5813943"] ;
1312 -> 1388 ;
1389 [label="Luna <= 0.5\ngini = 0.4824\nsamples = 64\nvalue = [38, 26]", fillcolor="#e5813951"] ;
1388 -> 1389 ;
1390 [label="Australia/Tasmania <= 0.5\ngini = 0.4388\nsamples = 40\nvalue = [27, 13]", fillcolor="#e5813984"] ;
1389 -> 1390 ;
1391 [label="Lunch Break <= 0.5\ngini = 0.426\nsamples = 39\nvalue = [27, 12]", fillcolor="#e581398e"] ;
1390 -> 1391 ;
1392 [label="login_count <= 13.5\ngini = 0.3662\nsamples = 29\nvalue = [22, 7]", fillcolor="#e58139ae"] ;
1391 -> 1392 ;
1393 [label="PickleJuice <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1392 -> 1393 ;
1394 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1393 -> 1394 ;
1395 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1393 -> 1395 ;
1396 [label="Snakebite <= 0.5\ngini = 0.3107\nsamples = 26\nvalue = [21, 5]", fillcolor="#e58139c2"] ;
1392 -> 1396 ;
1397 [label="Sidecar <= 0.5\ngini = 0.2688\nsamples = 25\nvalue = [21, 4]", fillcolor="#e58139ce"] ;
1396 -> 1397 ;
1398 [label="Nova <= 0.5\ngini = 0.1723\nsamples = 21\nvalue = [19, 2]", fillcolor="#e58139e4"] ;
1397 -> 1398 ;
1399 [label="Australia/Victoria <= 0.5\ngini = 0.0997\nsamples = 19\nvalue = [18, 1]", fillcolor="#e58139f1"] ;
1398 -> 1399 ;
1400 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]", fillcolor="#e58139ff"] ;
1399 -> 1400 ;
1401 [label="login_count <= 16.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1399 -> 1401 ;
1402 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1401 -> 1402 ;
1403 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1401 -> 1403 ;
1404 [label="products_count <= 13.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1398 -> 1404 ;
1405 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1404 -> 1405 ;
1406 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1404 -> 1406 ;
1407 [label="America/Chicago <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1397 -> 1407 ;
1408 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1407 -> 1408 ;
1409 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1407 -> 1409 ;
1410 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1396 -> 1410 ;
1411 [label="products_count <= 9.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
1391 -> 1411 ;
1412 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1411 -> 1412 ;
1413 [label="products_count <= 10.5\ngini = 0.4938\nsamples = 9\nvalue = [5, 4]", fillcolor="#e5813933"] ;
1411 -> 1413 ;
1414 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1413 -> 1414 ;
1415 [label="America/Los_Angeles <= 0.5\ngini = 0.4898\nsamples = 7\nvalue = [3, 4]", fillcolor="#399de540"] ;
1413 -> 1415 ;
1416 [label="America/New_York <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
1415 -> 1416 ;
1417 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1416 -> 1417 ;
1418 [label="login_count <= 14.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1416 -> 1418 ;
1419 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1418 -> 1419 ;
1420 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1418 -> 1420 ;
1421 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1415 -> 1421 ;
1422 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1390 -> 1422 ;
1423 [label="products_count <= 12.0\ngini = 0.4965\nsamples = 24\nvalue = [11, 13]", fillcolor="#399de527"] ;
1389 -> 1423 ;
1424 [label="login_count <= 17.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#e5813992"] ;
1423 -> 1424 ;
1425 [label="Asia/Hong_Kong <= 0.5\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
1424 -> 1425 ;
1426 [label="America/Los_Angeles <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
1425 -> 1426 ;
1427 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
1426 -> 1427 ;
1428 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1426 -> 1428 ;
1429 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1425 -> 1429 ;
1430 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1424 -> 1430 ;
1431 [label="Europe/Madrid <= 0.5\ngini = 0.4082\nsamples = 14\nvalue = [4, 10]", fillcolor="#399de599"] ;
1423 -> 1431 ;
1432 [label="login_count <= 17.5\ngini = 0.355\nsamples = 13\nvalue = [3, 10]", fillcolor="#399de5b3"] ;
1431 -> 1432 ;
1433 [label="America/New_York <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
1432 -> 1433 ;
1434 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
1433 -> 1434 ;
1435 [label="products_count <= 13.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1433 -> 1435 ;
1436 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1435 -> 1436 ;
1437 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1435 -> 1437 ;
1438 [label="Australia/Queensland <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1432 -> 1438 ;
1439 [label="Europe/Paris <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1438 -> 1439 ;
1440 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1439 -> 1440 ;
1441 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1439 -> 1441 ;
1442 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1438 -> 1442 ;
1443 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1431 -> 1443 ;
1444 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1388 -> 1444 ;
1445 [label="products_count <= 9.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1311 -> 1445 ;
1446 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1445 -> 1446 ;
1447 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1445 -> 1447 ;
1448 [label="login_count <= 10.5\ngini = 0.4628\nsamples = 451\nvalue = [287, 164]", fillcolor="#e581396d"] ;
1088 -> 1448 ;
1449 [label="edge <= 0.5\ngini = 0.4082\nsamples = 168\nvalue = [120, 48]", fillcolor="#e5813999"] ;
1448 -> 1449 ;
1450 [label="Sidecar <= 0.5\ngini = 0.3957\nsamples = 162\nvalue = [118, 44]", fillcolor="#e58139a0"] ;
1449 -> 1450 ;
1451 [label="Europe/London <= 0.5\ngini = 0.4194\nsamples = 137\nvalue = [96, 41]", fillcolor="#e5813992"] ;
1450 -> 1451 ;
1452 [label="login_count <= 3.5\ngini = 0.398\nsamples = 124\nvalue = [90, 34]", fillcolor="#e581399f"] ;
1451 -> 1452 ;
1453 [label="safari <= 0.5\ngini = 0.497\nsamples = 13\nvalue = [6, 7]", fillcolor="#399de524"] ;
1452 -> 1453 ;
1454 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
1453 -> 1454 ;
1455 [label="America/Chicago <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#e58139aa"] ;
1453 -> 1455 ;
1456 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
1455 -> 1456 ;
1457 [label="Neat <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1455 -> 1457 ;
1458 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1457 -> 1458 ;
1459 [label="products_count <= 17.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1457 -> 1459 ;
1460 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1459 -> 1460 ;
1461 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1459 -> 1461 ;
1462 [label="America/Denver <= 0.5\ngini = 0.3682\nsamples = 111\nvalue = [84, 27]", fillcolor="#e58139ad"] ;
1452 -> 1462 ;
1463 [label="Australia/West <= 0.5\ngini = 0.348\nsamples = 107\nvalue = [83, 24]", fillcolor="#e58139b5"] ;
1462 -> 1463 ;
1464 [label="Ranger <= 0.5\ngini = 0.3398\nsamples = 106\nvalue = [83, 23]", fillcolor="#e58139b8"] ;
1463 -> 1464 ;
1465 [label="Australia/Victoria <= 0.5\ngini = 0.3246\nsamples = 103\nvalue = [82, 21]", fillcolor="#e58139be"] ;
1464 -> 1465 ;
1466 [label="Luna <= 0.5\ngini = 0.3153\nsamples = 102\nvalue = [82, 20]", fillcolor="#e58139c1"] ;
1465 -> 1466 ;
1467 [label="login_count <= 9.5\ngini = 0.242\nsamples = 71\nvalue = [61, 10]", fillcolor="#e58139d5"] ;
1466 -> 1467 ;
1468 [label="Platinum <= 0.5\ngini = 0.1588\nsamples = 46\nvalue = [42, 4]", fillcolor="#e58139e7"] ;
1467 -> 1468 ;
1469 [label="products_count <= 27.0\ngini = 0.355\nsamples = 13\nvalue = [10, 3]", fillcolor="#e58139b3"] ;
1468 -> 1469 ;
1470 [label="products_count <= 22.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
1469 -> 1470 ;
1471 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1470 -> 1471 ;
1472 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1470 -> 1472 ;
1473 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
1469 -> 1473 ;
1474 [label="America/Chicago <= 0.5\ngini = 0.0588\nsamples = 33\nvalue = [32, 1]", fillcolor="#e58139f7"] ;
1468 -> 1474 ;
1475 [label="gini = 0.0\nsamples = 26\nvalue = [26, 0]", fillcolor="#e58139ff"] ;
1474 -> 1475 ;
1476 [label="chrome <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
1474 -> 1476 ;
1477 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
1476 -> 1477 ;
1478 [label="products_count <= 21.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1476 -> 1478 ;
1479 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1478 -> 1479 ;
1480 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1478 -> 1480 ;
1481 [label="Foundry <= 0.5\ngini = 0.3648\nsamples = 25\nvalue = [19, 6]", fillcolor="#e58139ae"] ;
1467 -> 1481 ;
1482 [label="products_count <= 53.0\ngini = 0.2975\nsamples = 22\nvalue = [18, 4]", fillcolor="#e58139c6"] ;
1481 -> 1482 ;
1483 [label="America/New_York <= 0.5\ngini = 0.2449\nsamples = 21\nvalue = [18, 3]", fillcolor="#e58139d4"] ;
1482 -> 1483 ;
1484 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139ff"] ;
1483 -> 1484 ;
1485 [label="safari <= 0.5\ngini = 0.4444\nsamples = 9\nvalue = [6, 3]", fillcolor="#e581397f"] ;
1483 -> 1485 ;
1486 [label="Diamond <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1485 -> 1486 ;
1487 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1486 -> 1487 ;
1488 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1486 -> 1488 ;
1489 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
1485 -> 1489 ;
1490 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1482 -> 1490 ;
1491 [label="safari <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1481 -> 1491 ;
1492 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1491 -> 1492 ;
1493 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1491 -> 1493 ;
1494 [label="products_count <= 52.0\ngini = 0.437\nsamples = 31\nvalue = [21, 10]", fillcolor="#e5813986"] ;
1466 -> 1494 ;
1495 [label="Australia/NSW <= 0.5\ngini = 0.42\nsamples = 30\nvalue = [21, 9]", fillcolor="#e5813992"] ;
1494 -> 1495 ;
1496 [label="Pacific/Honolulu <= 0.5\ngini = 0.3995\nsamples = 29\nvalue = [21, 8]", fillcolor="#e581399e"] ;
1495 -> 1496 ;
1497 [label="products_count <= 22.5\ngini = 0.375\nsamples = 28\nvalue = [21, 7]", fillcolor="#e58139aa"] ;
1496 -> 1497 ;
1498 [label="products_count <= 18.5\ngini = 0.4444\nsamples = 18\nvalue = [12, 6]", fillcolor="#e581397f"] ;
1497 -> 1498 ;
1499 [label="chrome <= 0.5\ngini = 0.2975\nsamples = 11\nvalue = [9, 2]", fillcolor="#e58139c6"] ;
1498 -> 1499 ;
1500 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
1499 -> 1500 ;
1501 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1499 -> 1501 ;
1502 [label="chrome <= 0.5\ngini = 0.4898\nsamples = 7\nvalue = [3, 4]", fillcolor="#399de540"] ;
1498 -> 1502 ;
1503 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1502 -> 1503 ;
1504 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1502 -> 1504 ;
1505 [label="America/Los_Angeles <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e58139e3"] ;
1497 -> 1505 ;
1506 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
1505 -> 1506 ;
1507 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1505 -> 1507 ;
1508 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1507 -> 1508 ;
1509 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1507 -> 1509 ;
1510 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1496 -> 1510 ;
1511 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1495 -> 1511 ;
1512 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1494 -> 1512 ;
1513 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1465 -> 1513 ;
1514 [label="Platinum <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1464 -> 1514 ;
1515 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1514 -> 1515 ;
1516 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1514 -> 1516 ;
1517 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1463 -> 1517 ;
1518 [label="login_count <= 8.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1462 -> 1518 ;
1519 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1518 -> 1519 ;
1520 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1518 -> 1520 ;
1521 [label="login_count <= 9.5\ngini = 0.497\nsamples = 13\nvalue = [6, 7]", fillcolor="#399de524"] ;
1451 -> 1521 ;
1522 [label="login_count <= 6.5\ngini = 0.4444\nsamples = 9\nvalue = [6, 3]", fillcolor="#e581397f"] ;
1521 -> 1522 ;
1523 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1522 -> 1523 ;
1524 [label="products_count <= 19.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
1522 -> 1524 ;
1525 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1524 -> 1525 ;
1526 [label="Diamond <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1524 -> 1526 ;
1527 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1526 -> 1527 ;
1528 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1526 -> 1528 ;
1529 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1521 -> 1529 ;
1530 [label="America/Phoenix <= 0.5\ngini = 0.2112\nsamples = 25\nvalue = [22, 3]", fillcolor="#e58139dc"] ;
1450 -> 1530 ;
1531 [label="products_count <= 89.0\ngini = 0.1528\nsamples = 24\nvalue = [22, 2]", fillcolor="#e58139e8"] ;
1530 -> 1531 ;
1532 [label="login_count <= 7.5\ngini = 0.0832\nsamples = 23\nvalue = [22, 1]", fillcolor="#e58139f3"] ;
1531 -> 1532 ;
1533 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]", fillcolor="#e58139ff"] ;
1532 -> 1533 ;
1534 [label="safari <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1532 -> 1534 ;
1535 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1534 -> 1535 ;
1536 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1534 -> 1536 ;
1537 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1531 -> 1537 ;
1538 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1530 -> 1538 ;
1539 [label="products_count <= 27.0\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
1449 -> 1539 ;
1540 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1539 -> 1540 ;
1541 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1539 -> 1541 ;
1542 [label="safari <= 0.5\ngini = 0.4838\nsamples = 283\nvalue = [167, 116]", fillcolor="#e581394e"] ;
1448 -> 1542 ;
1543 [label="Lunch Break <= 0.5\ngini = 0.4558\nsamples = 185\nvalue = [120, 65]", fillcolor="#e5813975"] ;
1542 -> 1543 ;
1544 [label="products_count <= 91.5\ngini = 0.4794\nsamples = 133\nvalue = [80, 53]", fillcolor="#e5813956"] ;
1543 -> 1544 ;
1545 [label="products_count <= 24.5\ngini = 0.4734\nsamples = 130\nvalue = [80, 50]", fillcolor="#e5813960"] ;
1544 -> 1545 ;
1546 [label="products_count <= 22.5\ngini = 0.4946\nsamples = 87\nvalue = [48, 39]", fillcolor="#e5813930"] ;
1545 -> 1546 ;
1547 [label="Foundry <= 0.5\ngini = 0.4811\nsamples = 72\nvalue = [43, 29]", fillcolor="#e5813953"] ;
1546 -> 1547 ;
1548 [label="products_count <= 18.5\ngini = 0.491\nsamples = 67\nvalue = [38, 29]", fillcolor="#e581393c"] ;
1547 -> 1548 ;
1549 [label="Good Vibes <= 0.5\ngini = 0.4997\nsamples = 39\nvalue = [19, 20]", fillcolor="#399de50d"] ;
1548 -> 1549 ;
1550 [label="America/Denver <= 0.5\ngini = 0.4938\nsamples = 36\nvalue = [16, 20]", fillcolor="#399de533"] ;
1549 -> 1550 ;
1551 [label="products_count <= 16.5\ngini = 0.4983\nsamples = 34\nvalue = [16, 18]", fillcolor="#399de51c"] ;
1550 -> 1551 ;
1552 [label="America/Chicago <= 0.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
1551 -> 1552 ;
1553 [label="Luna <= 0.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
1552 -> 1553 ;
1554 [label="Neat <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1553 -> 1554 ;
1555 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1554 -> 1555 ;
1556 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1554 -> 1556 ;
1557 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1553 -> 1557 ;
1558 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1552 -> 1558 ;
1559 [label="Europe/London <= 0.5\ngini = 0.4965\nsamples = 24\nvalue = [13, 11]", fillcolor="#e5813927"] ;
1551 -> 1559 ;
1560 [label="products_count <= 17.5\ngini = 0.4835\nsamples = 22\nvalue = [13, 9]", fillcolor="#e581394e"] ;
1559 -> 1560 ;
1561 [label="America/Los_Angeles <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#e58139aa"] ;
1560 -> 1561 ;
1562 [label="America/Montreal <= 0.5\ngini = 0.2975\nsamples = 11\nvalue = [9, 2]", fillcolor="#e58139c6"] ;
1561 -> 1562 ;
1563 [label="Sidecar <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e58139e3"] ;
1562 -> 1563 ;
1564 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
1563 -> 1564 ;
1565 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1563 -> 1565 ;
1566 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1562 -> 1566 ;
1567 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1561 -> 1567 ;
1568 [label="firefox <= 0.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
1560 -> 1568 ;
1569 [label="Australia/Victoria <= 0.5\ngini = 0.4444\nsamples = 9\nvalue = [3, 6]", fillcolor="#399de57f"] ;
1568 -> 1569 ;
1570 [label="Europe/Paris <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
1569 -> 1570 ;
1571 [label="gini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
1570 -> 1571 ;
1572 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1570 -> 1572 ;
1573 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1569 -> 1573 ;
1574 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1568 -> 1574 ;
1575 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1559 -> 1575 ;
1576 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1550 -> 1576 ;
1577 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1549 -> 1577 ;
1578 [label="edge <= 0.5\ngini = 0.4362\nsamples = 28\nvalue = [19, 9]", fillcolor="#e5813986"] ;
1548 -> 1578 ;
1579 [label="America/New_York <= 0.5\ngini = 0.4688\nsamples = 24\nvalue = [15, 9]", fillcolor="#e5813966"] ;
1578 -> 1579 ;
1580 [label="products_count <= 20.5\ngini = 0.42\nsamples = 20\nvalue = [14, 6]", fillcolor="#e5813992"] ;
1579 -> 1580 ;
1581 [label="America/Denver <= 0.5\ngini = 0.2778\nsamples = 12\nvalue = [10, 2]", fillcolor="#e58139cc"] ;
1580 -> 1581 ;
1582 [label="America/Los_Angeles <= 0.5\ngini = 0.1653\nsamples = 11\nvalue = [10, 1]", fillcolor="#e58139e6"] ;
1581 -> 1582 ;
1583 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
1582 -> 1583 ;
1584 [label="login_count <= 13.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1582 -> 1584 ;
1585 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1584 -> 1585 ;
1586 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1584 -> 1586 ;
1587 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1581 -> 1587 ;
1588 [label="Platinum <= 0.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
1580 -> 1588 ;
1589 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1588 -> 1589 ;
1590 [label="America/Tijuana <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
1588 -> 1590 ;
1591 [label="Europe/London <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
1590 -> 1591 ;
1592 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1591 -> 1592 ;
1593 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1591 -> 1593 ;
1594 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1590 -> 1594 ;
1595 [label="login_count <= 17.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1579 -> 1595 ;
1596 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1595 -> 1596 ;
1597 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1595 -> 1597 ;
1598 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1578 -> 1598 ;
1599 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
1547 -> 1599 ;
1600 [label="products_count <= 23.5\ngini = 0.4444\nsamples = 15\nvalue = [5, 10]", fillcolor="#399de57f"] ;
1546 -> 1600 ;
1601 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
1600 -> 1601 ;
1602 [label="America/Chicago <= 0.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
1600 -> 1602 ;
1603 [label="Luna <= 0.5\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
1602 -> 1603 ;
1604 [label="login_count <= 15.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
1603 -> 1604 ;
1605 [label="PickleJuice <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1604 -> 1605 ;
1606 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1605 -> 1606 ;
1607 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1605 -> 1607 ;
1608 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1604 -> 1608 ;
1609 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1603 -> 1609 ;
1610 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1602 -> 1610 ;
1611 [label="Europe/Copenhagen <= 0.5\ngini = 0.3807\nsamples = 43\nvalue = [32, 11]", fillcolor="#e58139a7"] ;
1545 -> 1611 ;
1612 [label="products_count <= 46.5\ngini = 0.3628\nsamples = 42\nvalue = [32, 10]", fillcolor="#e58139af"] ;
1611 -> 1612 ;
1613 [label="products_count <= 37.0\ngini = 0.4224\nsamples = 33\nvalue = [23, 10]", fillcolor="#e5813990"] ;
1612 -> 1613 ;
1614 [label="Europe/Brussels <= 0.5\ngini = 0.3299\nsamples = 24\nvalue = [19, 5]", fillcolor="#e58139bc"] ;
1613 -> 1614 ;
1615 [label="America/New_York <= 0.5\ngini = 0.2873\nsamples = 23\nvalue = [19, 4]", fillcolor="#e58139c9"] ;
1614 -> 1615 ;
1616 [label="PickleJuice <= 0.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]", fillcolor="#e58139ea"] ;
1615 -> 1616 ;
1617 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139ff"] ;
1616 -> 1617 ;
1618 [label="login_count <= 13.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1616 -> 1618 ;
1619 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1618 -> 1619 ;
1620 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1618 -> 1620 ;
1621 [label="login_count <= 12.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#e5813992"] ;
1615 -> 1621 ;
1622 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1621 -> 1622 ;
1623 [label="edge <= 0.5\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
1621 -> 1623 ;
1624 [label="login_count <= 15.0\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
1623 -> 1624 ;
1625 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1624 -> 1625 ;
1626 [label="products_count <= 26.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1624 -> 1626 ;
1627 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1626 -> 1627 ;
1628 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1626 -> 1628 ;
1629 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1623 -> 1629 ;
1630 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1614 -> 1630 ;
1631 [label="products_count <= 42.0\ngini = 0.4938\nsamples = 9\nvalue = [4, 5]", fillcolor="#399de533"] ;
1613 -> 1631 ;
1632 [label="Foundry <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
1631 -> 1632 ;
1633 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1632 -> 1633 ;
1634 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1632 -> 1634 ;
1635 [label="Sidecar <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1631 -> 1635 ;
1636 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1635 -> 1636 ;
1637 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1635 -> 1637 ;
1638 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
1612 -> 1638 ;
1639 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1611 -> 1639 ;
1640 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1544 -> 1640 ;
1641 [label="Australia/NSW <= 0.5\ngini = 0.355\nsamples = 52\nvalue = [40, 12]", fillcolor="#e58139b3"] ;
1543 -> 1641 ;
1642 [label="America/Vancouver <= 0.5\ngini = 0.3383\nsamples = 51\nvalue = [40, 11]", fillcolor="#e58139b9"] ;
1641 -> 1642 ;
1643 [label="America/Los_Angeles <= 0.5\ngini = 0.32\nsamples = 50\nvalue = [40, 10]", fillcolor="#e58139bf"] ;
1642 -> 1643 ;
1644 [label="products_count <= 30.5\ngini = 0.2778\nsamples = 42\nvalue = [35, 7]", fillcolor="#e58139cc"] ;
1643 -> 1644 ;
1645 [label="America/New_York <= 0.5\ngini = 0.32\nsamples = 35\nvalue = [28, 7]", fillcolor="#e58139bf"] ;
1644 -> 1645 ;
1646 [label="America/Denver <= 0.5\ngini = 0.2524\nsamples = 27\nvalue = [23, 4]", fillcolor="#e58139d3"] ;
1645 -> 1646 ;
1647 [label="America/Chicago <= 0.5\ngini = 0.2112\nsamples = 25\nvalue = [22, 3]", fillcolor="#e58139dc"] ;
1646 -> 1647 ;
1648 [label="products_count <= 24.0\ngini = 0.1049\nsamples = 18\nvalue = [17, 1]", fillcolor="#e58139f0"] ;
1647 -> 1648 ;
1649 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]", fillcolor="#e58139ff"] ;
1648 -> 1649 ;
1650 [label="Europe/London <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1648 -> 1650 ;
1651 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1650 -> 1651 ;
1652 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1650 -> 1652 ;
1653 [label="login_count <= 11.5\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
1647 -> 1653 ;
1654 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1653 -> 1654 ;
1655 [label="products_count <= 19.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
1653 -> 1655 ;
1656 [label="Platinum <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1655 -> 1656 ;
1657 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1656 -> 1657 ;
1658 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1656 -> 1658 ;
1659 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1655 -> 1659 ;
1660 [label="products_count <= 20.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1646 -> 1660 ;
1661 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1660 -> 1661 ;
1662 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1660 -> 1662 ;
1663 [label="products_count <= 26.0\ngini = 0.4688\nsamples = 8\nvalue = [5, 3]", fillcolor="#e5813966"] ;
1645 -> 1663 ;
1664 [label="login_count <= 17.5\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
1663 -> 1664 ;
1665 [label="login_count <= 11.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
1664 -> 1665 ;
1666 [label="products_count <= 21.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1665 -> 1666 ;
1667 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1666 -> 1667 ;
1668 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1666 -> 1668 ;
1669 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1665 -> 1669 ;
1670 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1664 -> 1670 ;
1671 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1663 -> 1671 ;
1672 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
1644 -> 1672 ;
1673 [label="chrome <= 0.5\ngini = 0.4688\nsamples = 8\nvalue = [5, 3]", fillcolor="#e5813966"] ;
1643 -> 1673 ;
1674 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1673 -> 1674 ;
1675 [label="login_count <= 15.0\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
1673 -> 1675 ;
1676 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1675 -> 1676 ;
1677 [label="Diamond <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1675 -> 1677 ;
1678 [label="products_count <= 21.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1677 -> 1678 ;
1679 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1678 -> 1679 ;
1680 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1678 -> 1680 ;
1681 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1677 -> 1681 ;
1682 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1642 -> 1682 ;
1683 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1641 -> 1683 ;
1684 [label="America/Denver <= 0.5\ngini = 0.4992\nsamples = 98\nvalue = [47, 51]", fillcolor="#399de514"] ;
1542 -> 1684 ;
1685 [label="Foundry <= 0.5\ngini = 0.4973\nsamples = 95\nvalue = [44, 51]", fillcolor="#399de523"] ;
1684 -> 1685 ;
1686 [label="Trace <= 0.5\ngini = 0.4938\nsamples = 90\nvalue = [40, 50]", fillcolor="#399de533"] ;
1685 -> 1686 ;
1687 [label="America/Los_Angeles <= 0.5\ngini = 0.4907\nsamples = 88\nvalue = [38, 50]", fillcolor="#399de53d"] ;
1686 -> 1687 ;
1688 [label="America/Chicago <= 0.5\ngini = 0.481\nsamples = 77\nvalue = [31, 46]", fillcolor="#399de553"] ;
1687 -> 1688 ;
1689 [label="login_count <= 16.5\ngini = 0.4636\nsamples = 63\nvalue = [23, 40]", fillcolor="#399de56c"] ;
1688 -> 1689 ;
1690 [label="Sidecar <= 0.5\ngini = 0.4872\nsamples = 50\nvalue = [21, 29]", fillcolor="#399de546"] ;
1689 -> 1690 ;
1691 [label="login_count <= 12.5\ngini = 0.4962\nsamples = 46\nvalue = [21, 25]", fillcolor="#399de529"] ;
1690 -> 1691 ;
1692 [label="Europe/London <= 0.5\ngini = 0.4082\nsamples = 14\nvalue = [4, 10]", fillcolor="#399de599"] ;
1691 -> 1692 ;
1693 [label="America/Puerto_Rico <= 0.5\ngini = 0.2975\nsamples = 11\nvalue = [2, 9]", fillcolor="#399de5c6"] ;
1692 -> 1693 ;
1694 [label="Lunch Break <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]", fillcolor="#399de5e3"] ;
1693 -> 1694 ;
1695 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
1694 -> 1695 ;
1696 [label="login_count <= 11.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1694 -> 1696 ;
1697 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1696 -> 1697 ;
1698 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1696 -> 1698 ;
1699 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1693 -> 1699 ;
1700 [label="Ranger <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1692 -> 1700 ;
1701 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1700 -> 1701 ;
1702 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1700 -> 1702 ;
1703 [label="America/New_York <= 0.5\ngini = 0.498\nsamples = 32\nvalue = [17, 15]", fillcolor="#e581391e"] ;
1691 -> 1703 ;
1704 [label="products_count <= 81.0\ngini = 0.4592\nsamples = 14\nvalue = [5, 9]", fillcolor="#399de571"] ;
1703 -> 1704 ;
1705 [label="Europe/Paris <= 0.5\ngini = 0.426\nsamples = 13\nvalue = [4, 9]", fillcolor="#399de58e"] ;
1704 -> 1705 ;
1706 [label="products_count <= 19.5\ngini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#399de5aa"] ;
1705 -> 1706 ;
1707 [label="Lunch Break <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1706 -> 1707 ;
1708 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1707 -> 1708 ;
1709 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1707 -> 1709 ;
1710 [label="Australia/Queensland <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
1706 -> 1710 ;
1711 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
1710 -> 1711 ;
1712 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1710 -> 1712 ;
1713 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1705 -> 1713 ;
1714 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1704 -> 1714 ;
1715 [label="products_count <= 28.0\ngini = 0.4444\nsamples = 18\nvalue = [12, 6]", fillcolor="#e581397f"] ;
1703 -> 1715 ;
1716 [label="Luna <= 0.5\ngini = 0.375\nsamples = 16\nvalue = [12, 4]", fillcolor="#e58139aa"] ;
1715 -> 1716 ;
1717 [label="products_count <= 23.0\ngini = 0.1528\nsamples = 12\nvalue = [11, 1]", fillcolor="#e58139e8"] ;
1716 -> 1717 ;
1718 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
1717 -> 1718 ;
1719 [label="Neat <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1717 -> 1719 ;
1720 [label="login_count <= 14.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1719 -> 1720 ;
1721 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1720 -> 1721 ;
1722 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1720 -> 1722 ;
1723 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1719 -> 1723 ;
1724 [label="products_count <= 21.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1716 -> 1724 ;
1725 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1724 -> 1725 ;
1726 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1724 -> 1726 ;
1727 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1715 -> 1727 ;
1728 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1690 -> 1728 ;
1729 [label="Australia/Victoria <= 0.5\ngini = 0.2604\nsamples = 13\nvalue = [2, 11]", fillcolor="#399de5d1"] ;
1689 -> 1729 ;
1730 [label="products_count <= 20.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]", fillcolor="#399de5e3"] ;
1729 -> 1730 ;
1731 [label="products_count <= 19.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1730 -> 1731 ;
1732 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1731 -> 1732 ;
1733 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1731 -> 1733 ;
1734 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
1730 -> 1734 ;
1735 [label="Lunch Break <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1729 -> 1735 ;
1736 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1735 -> 1736 ;
1737 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1735 -> 1737 ;
1738 [label="login_count <= 17.5\ngini = 0.4898\nsamples = 14\nvalue = [8, 6]", fillcolor="#e5813940"] ;
1688 -> 1738 ;
1739 [label="products_count <= 23.0\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
1738 -> 1739 ;
1740 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1739 -> 1740 ;
1741 [label="products_count <= 28.0\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
1739 -> 1741 ;
1742 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1741 -> 1742 ;
1743 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1741 -> 1743 ;
1744 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1738 -> 1744 ;
1745 [label="products_count <= 42.0\ngini = 0.4628\nsamples = 11\nvalue = [7, 4]", fillcolor="#e581396d"] ;
1687 -> 1745 ;
1746 [label="products_count <= 24.0\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
1745 -> 1746 ;
1747 [label="products_count <= 19.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1746 -> 1747 ;
1748 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1747 -> 1748 ;
1749 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1747 -> 1749 ;
1750 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
1746 -> 1750 ;
1751 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1745 -> 1751 ;
1752 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1686 -> 1752 ;
1753 [label="America/New_York <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
1685 -> 1753 ;
1754 [label="Diamond <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1753 -> 1754 ;
1755 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1754 -> 1755 ;
1756 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1754 -> 1756 ;
1757 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1753 -> 1757 ;
1758 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1684 -> 1758 ;
1759 [label="products_count <= 14.5\ngini = 0.4966\nsamples = 1993\nvalue = [1079, 914]", fillcolor="#e5813927"] ;
1087 -> 1759 ;
1760 [label="login_count <= 32.5\ngini = 0.4793\nsamples = 992\nvalue = [597, 395]", fillcolor="#e5813956"] ;
1759 -> 1760 ;
1761 [label="Europe/Oslo <= 0.5\ngini = 0.4623\nsamples = 626\nvalue = [399, 227]", fillcolor="#e581396e"] ;
1760 -> 1761 ;
1762 [label="America/New_York <= 0.5\ngini = 0.4605\nsamples = 623\nvalue = [399, 224]", fillcolor="#e5813970"] ;
1761 -> 1762 ;
1763 [label="products_count <= 7.5\ngini = 0.4429\nsamples = 435\nvalue = [291, 144]", fillcolor="#e5813981"] ;
1762 -> 1763 ;
1764 [label="PickleJuice <= 0.5\ngini = 0.3303\nsamples = 115\nvalue = [91, 24]", fillcolor="#e58139bc"] ;
1763 -> 1764 ;
1765 [label="Titanium <= 0.5\ngini = 0.3136\nsamples = 113\nvalue = [91, 22]", fillcolor="#e58139c1"] ;
1764 -> 1765 ;
1766 [label="America/Phoenix <= 0.5\ngini = 0.3047\nsamples = 112\nvalue = [91, 21]", fillcolor="#e58139c4"] ;
1765 -> 1766 ;
1767 [label="Pacific/Auckland <= 0.5\ngini = 0.2954\nsamples = 111\nvalue = [91, 20]", fillcolor="#e58139c7"] ;
1766 -> 1767 ;
1768 [label="Europe/Madrid <= 0.5\ngini = 0.2858\nsamples = 110\nvalue = [91, 19]", fillcolor="#e58139ca"] ;
1767 -> 1768 ;
1769 [label="America/Chicago <= 0.5\ngini = 0.2757\nsamples = 109\nvalue = [91, 18]", fillcolor="#e58139cd"] ;
1768 -> 1769 ;
1770 [label="edge <= 0.5\ngini = 0.2299\nsamples = 83\nvalue = [72, 11]", fillcolor="#e58139d8"] ;
1769 -> 1770 ;
1771 [label="Europe/Rome <= 0.5\ngini = 0.2142\nsamples = 82\nvalue = [72, 10]", fillcolor="#e58139dc"] ;
1770 -> 1771 ;
1772 [label="login_count <= 28.5\ngini = 0.1997\nsamples = 80\nvalue = [71, 9]", fillcolor="#e58139df"] ;
1771 -> 1772 ;
1773 [label="login_count <= 24.5\ngini = 0.2622\nsamples = 58\nvalue = [49, 9]", fillcolor="#e58139d0"] ;
1772 -> 1773 ;
1774 [label="America/Denver <= 0.5\ngini = 0.18\nsamples = 30\nvalue = [27, 3]", fillcolor="#e58139e3"] ;
1773 -> 1774 ;
1775 [label="Trace <= 0.5\ngini = 0.1327\nsamples = 28\nvalue = [26, 2]", fillcolor="#e58139eb"] ;
1774 -> 1775 ;
1776 [label="gini = 0.074\nsamples = 26\nvalue = [25, 1]", fillcolor="#e58139f5"] ;
1775 -> 1776 ;
1777 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1775 -> 1777 ;
1778 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1774 -> 1778 ;
1779 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1778 -> 1779 ;
1780 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1778 -> 1780 ;
1781 [label="Europe/London <= 0.5\ngini = 0.3367\nsamples = 28\nvalue = [22, 6]", fillcolor="#e58139b9"] ;
1773 -> 1781 ;
1782 [label="login_count <= 25.5\ngini = 0.3018\nsamples = 27\nvalue = [22, 5]", fillcolor="#e58139c5"] ;
1781 -> 1782 ;
1783 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1782 -> 1783 ;
1784 [label="gini = 0.2268\nsamples = 23\nvalue = [20, 3]", fillcolor="#e58139d9"] ;
1782 -> 1784 ;
1785 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1781 -> 1785 ;
1786 [label="gini = 0.0\nsamples = 22\nvalue = [22, 0]", fillcolor="#e58139ff"] ;
1772 -> 1786 ;
1787 [label="login_count <= 25.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1771 -> 1787 ;
1788 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1787 -> 1788 ;
1789 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1787 -> 1789 ;
1790 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1770 -> 1790 ;
1791 [label="Neat <= 0.5\ngini = 0.3935\nsamples = 26\nvalue = [19, 7]", fillcolor="#e58139a1"] ;
1769 -> 1791 ;
1792 [label="internet explorer <= 0.5\ngini = 0.3648\nsamples = 25\nvalue = [19, 6]", fillcolor="#e58139ae"] ;
1791 -> 1792 ;
1793 [label="products_count <= 6.5\ngini = 0.3299\nsamples = 24\nvalue = [19, 5]", fillcolor="#e58139bc"] ;
1792 -> 1793 ;
1794 [label="Luna <= 0.5\ngini = 0.4152\nsamples = 17\nvalue = [12, 5]", fillcolor="#e5813995"] ;
1793 -> 1794 ;
1795 [label="login_count <= 23.5\ngini = 0.2604\nsamples = 13\nvalue = [11, 2]", fillcolor="#e58139d1"] ;
1794 -> 1795 ;
1796 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
1795 -> 1796 ;
1797 [label="login_count <= 27.0\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
1795 -> 1797 ;
1798 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1797 -> 1798 ;
1799 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1797 -> 1799 ;
1800 [label="edge <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1794 -> 1800 ;
1801 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1800 -> 1801 ;
1802 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1800 -> 1802 ;
1803 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
1793 -> 1803 ;
1804 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1792 -> 1804 ;
1805 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1791 -> 1805 ;
1806 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1768 -> 1806 ;
1807 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1767 -> 1807 ;
1808 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1766 -> 1808 ;
1809 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1765 -> 1809 ;
1810 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1764 -> 1810 ;
1811 [label="America/Vancouver <= 0.5\ngini = 0.4688\nsamples = 320\nvalue = [200, 120]", fillcolor="#e5813966"] ;
1763 -> 1811 ;
1812 [label="Sexy <= 0.5\ngini = 0.4657\nsamples = 317\nvalue = [200, 117]", fillcolor="#e581396a"] ;
1811 -> 1812 ;
1813 [label="products_count <= 12.5\ngini = 0.4688\nsamples = 312\nvalue = [195, 117]", fillcolor="#e5813966"] ;
1812 -> 1813 ;
1814 [label="Neat <= 0.5\ngini = 0.4549\nsamples = 243\nvalue = [158, 85]", fillcolor="#e5813976"] ;
1813 -> 1814 ;
1815 [label="login_count <= 26.5\ngini = 0.4364\nsamples = 199\nvalue = [135, 64]", fillcolor="#e5813986"] ;
1814 -> 1815 ;
1816 [label="Australia/South <= 0.5\ngini = 0.3792\nsamples = 118\nvalue = [88, 30]", fillcolor="#e58139a8"] ;
1815 -> 1816 ;
1817 [label="Europe/Dublin <= 0.5\ngini = 0.3729\nsamples = 117\nvalue = [88, 29]", fillcolor="#e58139ab"] ;
1816 -> 1817 ;
1818 [label="Pacific/Auckland <= 0.5\ngini = 0.3662\nsamples = 116\nvalue = [88, 28]", fillcolor="#e58139ae"] ;
1817 -> 1818 ;
1819 [label="Pacific/Honolulu <= 0.5\ngini = 0.3593\nsamples = 115\nvalue = [88, 27]", fillcolor="#e58139b1"] ;
1818 -> 1819 ;
1820 [label="Europe/Paris <= 0.5\ngini = 0.3521\nsamples = 114\nvalue = [88, 26]", fillcolor="#e58139b4"] ;
1819 -> 1820 ;
1821 [label="Africa/Windhoek <= 0.5\ngini = 0.3446\nsamples = 113\nvalue = [88, 25]", fillcolor="#e58139b7"] ;
1820 -> 1821 ;
1822 [label="America/Phoenix <= 0.5\ngini = 0.3367\nsamples = 112\nvalue = [88, 24]", fillcolor="#e58139b9"] ;
1821 -> 1822 ;
1823 [label="gini = 0.3222\nsamples = 109\nvalue = [87, 22]", fillcolor="#e58139bf"] ;
1822 -> 1823 ;
1824 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1822 -> 1824 ;
1825 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1821 -> 1825 ;
1826 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1820 -> 1826 ;
1827 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1819 -> 1827 ;
1828 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1818 -> 1828 ;
1829 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1817 -> 1829 ;
1830 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1816 -> 1830 ;
1831 [label="products_count <= 10.5\ngini = 0.4871\nsamples = 81\nvalue = [47, 34]", fillcolor="#e5813947"] ;
1815 -> 1831 ;
1832 [label="login_count <= 30.5\ngini = 0.4994\nsamples = 58\nvalue = [30, 28]", fillcolor="#e5813911"] ;
1831 -> 1832 ;
1833 [label="Australia/Victoria <= 0.5\ngini = 0.4819\nsamples = 42\nvalue = [25, 17]", fillcolor="#e5813952"] ;
1832 -> 1833 ;
1834 [label="Australia/NSW <= 0.5\ngini = 0.4688\nsamples = 40\nvalue = [25, 15]", fillcolor="#e5813966"] ;
1833 -> 1834 ;
1835 [label="chrome <= 0.5\ngini = 0.4861\nsamples = 36\nvalue = [21, 15]", fillcolor="#e5813949"] ;
1834 -> 1835 ;
1836 [label="Pacific/Honolulu <= 0.5\ngini = 0.4152\nsamples = 17\nvalue = [12, 5]", fillcolor="#e5813995"] ;
1835 -> 1836 ;
1837 [label="Europe/London <= 0.5\ngini = 0.375\nsamples = 16\nvalue = [12, 4]", fillcolor="#e58139aa"] ;
1836 -> 1837 ;
1838 [label="gini = 0.2604\nsamples = 13\nvalue = [11, 2]", fillcolor="#e58139d1"] ;
1837 -> 1838 ;
1839 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1837 -> 1839 ;
1840 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1836 -> 1840 ;
1841 [label="America/Chicago <= 0.5\ngini = 0.4986\nsamples = 19\nvalue = [9, 10]", fillcolor="#399de519"] ;
1835 -> 1841 ;
1842 [label="Good Vibes <= 0.5\ngini = 0.4734\nsamples = 13\nvalue = [8, 5]", fillcolor="#e5813960"] ;
1841 -> 1842 ;
1843 [label="gini = 0.4444\nsamples = 12\nvalue = [8, 4]", fillcolor="#e581397f"] ;
1842 -> 1843 ;
1844 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1842 -> 1844 ;
1845 [label="Luna <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
1841 -> 1845 ;
1846 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1845 -> 1846 ;
1847 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1845 -> 1847 ;
1848 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1834 -> 1848 ;
1849 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1833 -> 1849 ;
1850 [label="Foundry <= 0.5\ngini = 0.4297\nsamples = 16\nvalue = [5, 11]", fillcolor="#399de58b"] ;
1832 -> 1850 ;
1851 [label="Australia/Victoria <= 0.5\ngini = 0.3367\nsamples = 14\nvalue = [3, 11]", fillcolor="#399de5b9"] ;
1850 -> 1851 ;
1852 [label="America/Los_Angeles <= 0.5\ngini = 0.2604\nsamples = 13\nvalue = [2, 11]", fillcolor="#399de5d1"] ;
1851 -> 1852 ;
1853 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
1852 -> 1853 ;
1854 [label="safari <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
1852 -> 1854 ;
1855 [label="firefox <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1854 -> 1855 ;
1856 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1855 -> 1856 ;
1857 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1855 -> 1857 ;
1858 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1854 -> 1858 ;
1859 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1851 -> 1859 ;
1860 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1850 -> 1860 ;
1861 [label="Luna <= 0.5\ngini = 0.3856\nsamples = 23\nvalue = [17, 6]", fillcolor="#e58139a5"] ;
1831 -> 1861 ;
1862 [label="login_count <= 30.5\ngini = 0.4959\nsamples = 11\nvalue = [5, 6]", fillcolor="#399de52a"] ;
1861 -> 1862 ;
1863 [label="America/Denver <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
1862 -> 1863 ;
1864 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
1863 -> 1864 ;
1865 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1863 -> 1865 ;
1866 [label="PickleJuice <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
1862 -> 1866 ;
1867 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1866 -> 1867 ;
1868 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1866 -> 1868 ;
1869 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139ff"] ;
1861 -> 1869 ;
1870 [label="login_count <= 20.5\ngini = 0.499\nsamples = 44\nvalue = [23, 21]", fillcolor="#e5813916"] ;
1814 -> 1870 ;
1871 [label="America/Los_Angeles <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
1870 -> 1871 ;
1872 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
1871 -> 1872 ;
1873 [label="login_count <= 19.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1871 -> 1873 ;
1874 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1873 -> 1874 ;
1875 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1873 -> 1875 ;
1876 [label="products_count <= 11.5\ngini = 0.4753\nsamples = 36\nvalue = [22, 14]", fillcolor="#e581395d"] ;
1870 -> 1876 ;
1877 [label="Australia/West <= 0.5\ngini = 0.4922\nsamples = 32\nvalue = [18, 14]", fillcolor="#e5813939"] ;
1876 -> 1877 ;
1878 [label="America/Chicago <= 0.5\ngini = 0.4978\nsamples = 30\nvalue = [16, 14]", fillcolor="#e5813920"] ;
1877 -> 1878 ;
1879 [label="safari <= 0.5\ngini = 0.4861\nsamples = 24\nvalue = [14, 10]", fillcolor="#e5813949"] ;
1878 -> 1879 ;
1880 [label="products_count <= 10.5\ngini = 0.3967\nsamples = 11\nvalue = [8, 3]", fillcolor="#e581399f"] ;
1879 -> 1880 ;
1881 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
1880 -> 1881 ;
1882 [label="login_count <= 28.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
1880 -> 1882 ;
1883 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1882 -> 1883 ;
1884 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1882 -> 1884 ;
1885 [label="login_count <= 31.0\ngini = 0.497\nsamples = 13\nvalue = [6, 7]", fillcolor="#399de524"] ;
1879 -> 1885 ;
1886 [label="login_count <= 25.5\ngini = 0.4959\nsamples = 11\nvalue = [6, 5]", fillcolor="#e581392a"] ;
1885 -> 1886 ;
1887 [label="login_count <= 22.0\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
1886 -> 1887 ;
1888 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1887 -> 1888 ;
1889 [label="gini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
1887 -> 1889 ;
1890 [label="products_count <= 9.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
1886 -> 1890 ;
1891 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1890 -> 1891 ;
1892 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1890 -> 1892 ;
1893 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1885 -> 1893 ;
1894 [label="login_count <= 30.0\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
1878 -> 1894 ;
1895 [label="products_count <= 10.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
1894 -> 1895 ;
1896 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1895 -> 1896 ;
1897 [label="safari <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1895 -> 1897 ;
1898 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1897 -> 1898 ;
1899 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1897 -> 1899 ;
1900 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1894 -> 1900 ;
1901 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1877 -> 1901 ;
1902 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1876 -> 1902 ;
1903 [label="Platinum <= 0.5\ngini = 0.4974\nsamples = 69\nvalue = [37, 32]", fillcolor="#e5813922"] ;
1813 -> 1903 ;
1904 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1903 -> 1904 ;
1905 [label="firefox <= 0.5\ngini = 0.4995\nsamples = 66\nvalue = [34, 32]", fillcolor="#e581390f"] ;
1903 -> 1905 ;
1906 [label="login_count <= 29.5\ngini = 0.4994\nsamples = 60\nvalue = [29, 31]", fillcolor="#399de510"] ;
1905 -> 1906 ;
1907 [label="Europe/Paris <= 0.5\ngini = 0.4928\nsamples = 50\nvalue = [22, 28]", fillcolor="#399de537"] ;
1906 -> 1907 ;
1908 [label="login_count <= 26.5\ngini = 0.4861\nsamples = 48\nvalue = [20, 28]", fillcolor="#399de549"] ;
1907 -> 1908 ;
1909 [label="edge <= 0.5\ngini = 0.4985\nsamples = 36\nvalue = [17, 19]", fillcolor="#399de51b"] ;
1908 -> 1909 ;
1910 [label="Sidecar <= 0.5\ngini = 0.5\nsamples = 34\nvalue = [17, 17]", fillcolor="#e5813900"] ;
1909 -> 1910 ;
1911 [label="login_count <= 25.5\ngini = 0.498\nsamples = 32\nvalue = [17, 15]", fillcolor="#e581391e"] ;
1910 -> 1911 ;
1912 [label="Europe/London <= 0.5\ngini = 0.5\nsamples = 30\nvalue = [15, 15]", fillcolor="#e5813900"] ;
1911 -> 1912 ;
1913 [label="gini = 0.4835\nsamples = 22\nvalue = [13, 9]", fillcolor="#e581394e"] ;
1912 -> 1913 ;
1914 [label="gini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
1912 -> 1914 ;
1915 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1911 -> 1915 ;
1916 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1910 -> 1916 ;
1917 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1909 -> 1917 ;
1918 [label="Neat <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#399de5aa"] ;
1908 -> 1918 ;
1919 [label="America/Los_Angeles <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
1918 -> 1919 ;
1920 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
1919 -> 1920 ;
1921 [label="Luna <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1919 -> 1921 ;
1922 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1921 -> 1922 ;
1923 [label="products_count <= 13.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1921 -> 1923 ;
1924 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1923 -> 1924 ;
1925 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1923 -> 1925 ;
1926 [label="login_count <= 28.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1918 -> 1926 ;
1927 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1926 -> 1927 ;
1928 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1926 -> 1928 ;
1929 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1907 -> 1929 ;
1930 [label="safari <= 0.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#e5813992"] ;
1906 -> 1930 ;
1931 [label="Asia/Hong_Kong <= 0.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
1930 -> 1931 ;
1932 [label="America/Montreal <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
1931 -> 1932 ;
1933 [label="Europe/London <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
1932 -> 1933 ;
1934 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1933 -> 1934 ;
1935 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1933 -> 1935 ;
1936 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1932 -> 1936 ;
1937 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1931 -> 1937 ;
1938 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1930 -> 1938 ;
1939 [label="login_count <= 27.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
1905 -> 1939 ;
1940 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1939 -> 1940 ;
1941 [label="Neat <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1939 -> 1941 ;
1942 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1941 -> 1942 ;
1943 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1941 -> 1943 ;
1944 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
1812 -> 1944 ;
1945 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1811 -> 1945 ;
1946 [label="edge <= 0.5\ngini = 0.4889\nsamples = 188\nvalue = [108, 80]", fillcolor="#e5813942"] ;
1762 -> 1946 ;
1947 [label="products_count <= 7.5\ngini = 0.4971\nsamples = 171\nvalue = [92, 79]", fillcolor="#e5813924"] ;
1946 -> 1947 ;
1948 [label="login_count <= 29.5\ngini = 0.48\nsamples = 55\nvalue = [22, 33]", fillcolor="#399de555"] ;
1947 -> 1948 ;
1949 [label="login_count <= 24.5\ngini = 0.4988\nsamples = 40\nvalue = [19, 21]", fillcolor="#399de518"] ;
1948 -> 1949 ;
1950 [label="login_count <= 19.5\ngini = 0.4717\nsamples = 21\nvalue = [8, 13]", fillcolor="#399de562"] ;
1949 -> 1950 ;
1951 [label="Sidecar <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1950 -> 1951 ;
1952 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1951 -> 1952 ;
1953 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1951 -> 1953 ;
1954 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1953 -> 1954 ;
1955 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1953 -> 1955 ;
1956 [label="Foundry <= 0.5\ngini = 0.4152\nsamples = 17\nvalue = [5, 12]", fillcolor="#399de595"] ;
1950 -> 1956 ;
1957 [label="login_count <= 22.5\ngini = 0.375\nsamples = 16\nvalue = [4, 12]", fillcolor="#399de5aa"] ;
1956 -> 1957 ;
1958 [label="Neat <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
1957 -> 1958 ;
1959 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
1958 -> 1959 ;
1960 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1958 -> 1960 ;
1961 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1960 -> 1961 ;
1962 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1960 -> 1962 ;
1963 [label="Neat <= 0.5\ngini = 0.4898\nsamples = 7\nvalue = [3, 4]", fillcolor="#399de540"] ;
1957 -> 1963 ;
1964 [label="products_count <= 6.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
1963 -> 1964 ;
1965 [label="internet explorer <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1964 -> 1965 ;
1966 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1965 -> 1966 ;
1967 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1966 -> 1967 ;
1968 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1966 -> 1968 ;
1969 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1965 -> 1969 ;
1970 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1964 -> 1970 ;
1971 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1963 -> 1971 ;
1972 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
1956 -> 1972 ;
1973 [label="login_count <= 25.5\ngini = 0.4875\nsamples = 19\nvalue = [11, 8]", fillcolor="#e5813946"] ;
1949 -> 1973 ;
1974 [label="chrome <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
1973 -> 1974 ;
1975 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
1974 -> 1975 ;
1976 [label="products_count <= 6.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1974 -> 1976 ;
1977 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1976 -> 1977 ;
1978 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1976 -> 1978 ;
1979 [label="Nova <= 0.5\ngini = 0.4861\nsamples = 12\nvalue = [5, 7]", fillcolor="#399de549"] ;
1973 -> 1979 ;
1980 [label="login_count <= 27.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
1979 -> 1980 ;
1981 [label="chrome <= 0.5\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
1980 -> 1981 ;
1982 [label="firefox <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
1981 -> 1982 ;
1983 [label="PickleJuice <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
1982 -> 1983 ;
1984 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
1983 -> 1984 ;
1985 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1983 -> 1985 ;
1986 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1982 -> 1986 ;
1987 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1981 -> 1987 ;
1988 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1980 -> 1988 ;
1989 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
1979 -> 1989 ;
1990 [label="login_count <= 31.5\ngini = 0.32\nsamples = 15\nvalue = [3, 12]", fillcolor="#399de5bf"] ;
1948 -> 1990 ;
1991 [label="chrome <= 0.5\ngini = 0.3967\nsamples = 11\nvalue = [3, 8]", fillcolor="#399de59f"] ;
1990 -> 1991 ;
1992 [label="Luna <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
1991 -> 1992 ;
1993 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1992 -> 1993 ;
1994 [label="products_count <= 6.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
1992 -> 1994 ;
1995 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
1994 -> 1995 ;
1996 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1994 -> 1996 ;
1997 [label="Neat <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
1991 -> 1997 ;
1998 [label="PickleJuice <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
1997 -> 1998 ;
1999 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
1998 -> 1999 ;
2000 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1998 -> 2000 ;
2001 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
1997 -> 2001 ;
2002 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
1990 -> 2002 ;
2003 [label="login_count <= 31.5\ngini = 0.4786\nsamples = 116\nvalue = [70, 46]", fillcolor="#e5813957"] ;
1947 -> 2003 ;
2004 [label="chrome <= 0.5\ngini = 0.4913\nsamples = 106\nvalue = [60, 46]", fillcolor="#e581393b"] ;
2003 -> 2004 ;
2005 [label="login_count <= 24.5\ngini = 0.4968\nsamples = 50\nvalue = [23, 27]", fillcolor="#399de526"] ;
2004 -> 2005 ;
2006 [label="Luna <= 0.5\ngini = 0.4664\nsamples = 27\nvalue = [17, 10]", fillcolor="#e5813969"] ;
2005 -> 2006 ;
2007 [label="login_count <= 19.5\ngini = 0.3457\nsamples = 18\nvalue = [14, 4]", fillcolor="#e58139b6"] ;
2006 -> 2007 ;
2008 [label="PickleJuice <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2007 -> 2008 ;
2009 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2008 -> 2009 ;
2010 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2008 -> 2010 ;
2011 [label="Snakebite <= 0.5\ngini = 0.2311\nsamples = 15\nvalue = [13, 2]", fillcolor="#e58139d8"] ;
2007 -> 2011 ;
2012 [label="Sidecar <= 0.5\ngini = 0.1327\nsamples = 14\nvalue = [13, 1]", fillcolor="#e58139eb"] ;
2011 -> 2012 ;
2013 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139ff"] ;
2012 -> 2013 ;
2014 [label="login_count <= 22.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2012 -> 2014 ;
2015 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2014 -> 2015 ;
2016 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2014 -> 2016 ;
2017 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2011 -> 2017 ;
2018 [label="products_count <= 8.5\ngini = 0.4444\nsamples = 9\nvalue = [3, 6]", fillcolor="#399de57f"] ;
2006 -> 2018 ;
2019 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2018 -> 2019 ;
2020 [label="products_count <= 11.0\ngini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
2018 -> 2020 ;
2021 [label="products_count <= 9.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
2020 -> 2021 ;
2022 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2021 -> 2022 ;
2023 [label="login_count <= 20.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
2021 -> 2023 ;
2024 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2023 -> 2024 ;
2025 [label="login_count <= 22.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2023 -> 2025 ;
2026 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2025 -> 2026 ;
2027 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2025 -> 2027 ;
2028 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2020 -> 2028 ;
2029 [label="login_count <= 28.5\ngini = 0.3856\nsamples = 23\nvalue = [6, 17]", fillcolor="#399de5a5"] ;
2005 -> 2029 ;
2030 [label="products_count <= 8.5\ngini = 0.2449\nsamples = 14\nvalue = [2, 12]", fillcolor="#399de5d4"] ;
2029 -> 2030 ;
2031 [label="login_count <= 26.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2030 -> 2031 ;
2032 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2031 -> 2032 ;
2033 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2031 -> 2033 ;
2034 [label="Lunch Break <= 0.5\ngini = 0.1528\nsamples = 12\nvalue = [1, 11]", fillcolor="#399de5e8"] ;
2030 -> 2034 ;
2035 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]", fillcolor="#399de5ff"] ;
2034 -> 2035 ;
2036 [label="internet explorer <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2034 -> 2036 ;
2037 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2036 -> 2037 ;
2038 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2036 -> 2038 ;
2039 [label="Luna <= 0.5\ngini = 0.4938\nsamples = 9\nvalue = [4, 5]", fillcolor="#399de533"] ;
2029 -> 2039 ;
2040 [label="login_count <= 30.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
2039 -> 2040 ;
2041 [label="products_count <= 11.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
2040 -> 2041 ;
2042 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2041 -> 2042 ;
2043 [label="login_count <= 29.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2041 -> 2043 ;
2044 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2043 -> 2044 ;
2045 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2043 -> 2045 ;
2046 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2040 -> 2046 ;
2047 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2039 -> 2047 ;
2048 [label="Trace <= 0.5\ngini = 0.4483\nsamples = 56\nvalue = [37, 19]", fillcolor="#e581397c"] ;
2004 -> 2048 ;
2049 [label="login_count <= 25.5\ngini = 0.4314\nsamples = 54\nvalue = [37, 17]", fillcolor="#e581398a"] ;
2048 -> 2049 ;
2050 [label="products_count <= 8.5\ngini = 0.4844\nsamples = 34\nvalue = [20, 14]", fillcolor="#e581394d"] ;
2049 -> 2050 ;
2051 [label="Luna <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
2050 -> 2051 ;
2052 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2051 -> 2052 ;
2053 [label="login_count <= 20.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2051 -> 2053 ;
2054 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2053 -> 2054 ;
2055 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2053 -> 2055 ;
2056 [label="login_count <= 22.5\ngini = 0.4444\nsamples = 27\nvalue = [18, 9]", fillcolor="#e581397f"] ;
2050 -> 2056 ;
2057 [label="products_count <= 13.5\ngini = 0.375\nsamples = 20\nvalue = [15, 5]", fillcolor="#e58139aa"] ;
2056 -> 2057 ;
2058 [label="Nova <= 0.5\ngini = 0.2907\nsamples = 17\nvalue = [14, 3]", fillcolor="#e58139c8"] ;
2057 -> 2058 ;
2059 [label="Sexy <= 0.5\ngini = 0.2188\nsamples = 16\nvalue = [14, 2]", fillcolor="#e58139db"] ;
2058 -> 2059 ;
2060 [label="Neat <= 0.5\ngini = 0.1244\nsamples = 15\nvalue = [14, 1]", fillcolor="#e58139ed"] ;
2059 -> 2060 ;
2061 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139ff"] ;
2060 -> 2061 ;
2062 [label="products_count <= 9.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
2060 -> 2062 ;
2063 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2062 -> 2063 ;
2064 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2062 -> 2064 ;
2065 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2059 -> 2065 ;
2066 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2058 -> 2066 ;
2067 [label="Neat <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2057 -> 2067 ;
2068 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2067 -> 2068 ;
2069 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2067 -> 2069 ;
2070 [label="login_count <= 23.5\ngini = 0.4898\nsamples = 7\nvalue = [3, 4]", fillcolor="#399de540"] ;
2056 -> 2070 ;
2071 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2070 -> 2071 ;
2072 [label="products_count <= 10.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
2070 -> 2072 ;
2073 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2072 -> 2073 ;
2074 [label="Sidecar <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2072 -> 2074 ;
2075 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2074 -> 2075 ;
2076 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2074 -> 2076 ;
2077 [label="Sidecar <= 0.5\ngini = 0.255\nsamples = 20\nvalue = [17, 3]", fillcolor="#e58139d2"] ;
2049 -> 2077 ;
2078 [label="Lunch Break <= 0.5\ngini = 0.1975\nsamples = 18\nvalue = [16, 2]", fillcolor="#e58139df"] ;
2077 -> 2078 ;
2079 [label="Luna <= 0.5\ngini = 0.1327\nsamples = 14\nvalue = [13, 1]", fillcolor="#e58139eb"] ;
2078 -> 2079 ;
2080 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
2079 -> 2080 ;
2081 [label="login_count <= 28.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
2079 -> 2081 ;
2082 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2081 -> 2082 ;
2083 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2081 -> 2083 ;
2084 [label="login_count <= 29.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
2078 -> 2084 ;
2085 [label="login_count <= 27.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2084 -> 2085 ;
2086 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2085 -> 2086 ;
2087 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2085 -> 2087 ;
2088 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2084 -> 2088 ;
2089 [label="products_count <= 11.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2077 -> 2089 ;
2090 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2089 -> 2090 ;
2091 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2089 -> 2091 ;
2092 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2048 -> 2092 ;
2093 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139ff"] ;
2003 -> 2093 ;
2094 [label="login_count <= 24.5\ngini = 0.1107\nsamples = 17\nvalue = [16, 1]", fillcolor="#e58139ef"] ;
1946 -> 2094 ;
2095 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139ff"] ;
2094 -> 2095 ;
2096 [label="login_count <= 25.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
2094 -> 2096 ;
2097 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2096 -> 2097 ;
2098 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
2096 -> 2098 ;
2099 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
1761 -> 2099 ;
2100 [label="products_count <= 10.5\ngini = 0.4966\nsamples = 366\nvalue = [198, 168]", fillcolor="#e5813927"] ;
1760 -> 2100 ;
2101 [label="Diamond <= 0.5\ngini = 0.4995\nsamples = 221\nvalue = [107, 114]", fillcolor="#399de510"] ;
2100 -> 2101 ;
2102 [label="Australia/Queensland <= 0.5\ngini = 0.4987\nsamples = 217\nvalue = [103, 114]", fillcolor="#399de519"] ;
2101 -> 2102 ;
2103 [label="login_count <= 36.5\ngini = 0.4995\nsamples = 213\nvalue = [103, 110]", fillcolor="#399de510"] ;
2102 -> 2103 ;
2104 [label="safari <= 0.5\ngini = 0.4885\nsamples = 66\nvalue = [38, 28]", fillcolor="#e5813943"] ;
2103 -> 2104 ;
2105 [label="login_count <= 34.5\ngini = 0.4331\nsamples = 41\nvalue = [28, 13]", fillcolor="#e5813989"] ;
2104 -> 2105 ;
2106 [label="Europe/Madrid <= 0.5\ngini = 0.4991\nsamples = 23\nvalue = [12, 11]", fillcolor="#e5813915"] ;
2105 -> 2106 ;
2107 [label="products_count <= 8.5\ngini = 0.4989\nsamples = 21\nvalue = [10, 11]", fillcolor="#399de517"] ;
2106 -> 2107 ;
2108 [label="Asia/Singapore <= 0.5\ngini = 0.4938\nsamples = 18\nvalue = [10, 8]", fillcolor="#e5813933"] ;
2107 -> 2108 ;
2109 [label="Foundry <= 0.5\ngini = 0.5\nsamples = 16\nvalue = [8, 8]", fillcolor="#e5813900"] ;
2108 -> 2109 ;
2110 [label="chrome <= 0.5\ngini = 0.4861\nsamples = 12\nvalue = [7, 5]", fillcolor="#e5813949"] ;
2109 -> 2110 ;
2111 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2110 -> 2111 ;
2112 [label="Luna <= 0.5\ngini = 0.4938\nsamples = 9\nvalue = [4, 5]", fillcolor="#399de533"] ;
2110 -> 2112 ;
2113 [label="America/Los_Angeles <= 0.5\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
2112 -> 2113 ;
2114 [label="Europe/London <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
2113 -> 2114 ;
2115 [label="Neat <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
2114 -> 2115 ;
2116 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2115 -> 2116 ;
2117 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2115 -> 2117 ;
2118 [label="Lunch Break <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2114 -> 2118 ;
2119 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2118 -> 2119 ;
2120 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2118 -> 2120 ;
2121 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2113 -> 2121 ;
2122 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2112 -> 2122 ;
2123 [label="America/New_York <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2109 -> 2123 ;
2124 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2123 -> 2124 ;
2125 [label="products_count <= 6.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2123 -> 2125 ;
2126 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2125 -> 2126 ;
2127 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2125 -> 2127 ;
2128 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2108 -> 2128 ;
2129 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2107 -> 2129 ;
2130 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2106 -> 2130 ;
2131 [label="products_count <= 6.5\ngini = 0.1975\nsamples = 18\nvalue = [16, 2]", fillcolor="#e58139df"] ;
2105 -> 2131 ;
2132 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
2131 -> 2132 ;
2133 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2132 -> 2133 ;
2134 [label="America/Chicago <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2132 -> 2134 ;
2135 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2134 -> 2135 ;
2136 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2134 -> 2136 ;
2137 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139ff"] ;
2131 -> 2137 ;
2138 [label="Lunch Break <= 0.5\ngini = 0.48\nsamples = 25\nvalue = [10, 15]", fillcolor="#399de555"] ;
2104 -> 2138 ;
2139 [label="Australia/Victoria <= 0.5\ngini = 0.42\nsamples = 20\nvalue = [6, 14]", fillcolor="#399de592"] ;
2138 -> 2139 ;
2140 [label="products_count <= 8.5\ngini = 0.3878\nsamples = 19\nvalue = [5, 14]", fillcolor="#399de5a4"] ;
2139 -> 2140 ;
2141 [label="Neat <= 0.5\ngini = 0.4444\nsamples = 15\nvalue = [5, 10]", fillcolor="#399de57f"] ;
2140 -> 2141 ;
2142 [label="login_count <= 35.5\ngini = 0.4082\nsamples = 14\nvalue = [4, 10]", fillcolor="#399de599"] ;
2141 -> 2142 ;
2143 [label="Luna <= 0.5\ngini = 0.32\nsamples = 10\nvalue = [2, 8]", fillcolor="#399de5bf"] ;
2142 -> 2143 ;
2144 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
2143 -> 2144 ;
2145 [label="products_count <= 6.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
2143 -> 2145 ;
2146 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2145 -> 2146 ;
2147 [label="login_count <= 33.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2145 -> 2147 ;
2148 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2147 -> 2148 ;
2149 [label="Europe/London <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2147 -> 2149 ;
2150 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2149 -> 2150 ;
2151 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2149 -> 2151 ;
2152 [label="Sidecar <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
2142 -> 2152 ;
2153 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2152 -> 2153 ;
2154 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2152 -> 2154 ;
2155 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2141 -> 2155 ;
2156 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2140 -> 2156 ;
2157 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2139 -> 2157 ;
2158 [label="products_count <= 8.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
2138 -> 2158 ;
2159 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2158 -> 2159 ;
2160 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2158 -> 2160 ;
2161 [label="Europe/Rome <= 0.5\ngini = 0.4933\nsamples = 147\nvalue = [65, 82]", fillcolor="#399de535"] ;
2103 -> 2161 ;
2162 [label="America/Denver <= 0.5\ngini = 0.4904\nsamples = 144\nvalue = [62, 82]", fillcolor="#399de53e"] ;
2161 -> 2162 ;
2163 [label="Neat <= 0.5\ngini = 0.488\nsamples = 142\nvalue = [60, 82]", fillcolor="#399de544"] ;
2162 -> 2163 ;
2164 [label="products_count <= 6.5\ngini = 0.4959\nsamples = 110\nvalue = [50, 60]", fillcolor="#399de52a"] ;
2163 -> 2164 ;
2165 [label="Luna <= 0.5\ngini = 0.4339\nsamples = 22\nvalue = [15, 7]", fillcolor="#e5813988"] ;
2164 -> 2165 ;
2166 [label="Sidecar <= 0.5\ngini = 0.2778\nsamples = 12\nvalue = [10, 2]", fillcolor="#e58139cc"] ;
2165 -> 2166 ;
2167 [label="America/Chicago <= 0.5\ngini = 0.1653\nsamples = 11\nvalue = [10, 1]", fillcolor="#e58139e6"] ;
2166 -> 2167 ;
2168 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
2167 -> 2168 ;
2169 [label="Lunch Break <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2167 -> 2169 ;
2170 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2169 -> 2170 ;
2171 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2169 -> 2171 ;
2172 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2166 -> 2172 ;
2173 [label="Europe/London <= 0.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
2165 -> 2173 ;
2174 [label="login_count <= 37.5\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
2173 -> 2174 ;
2175 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2174 -> 2175 ;
2176 [label="America/Montreal <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
2174 -> 2176 ;
2177 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
2176 -> 2177 ;
2178 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2176 -> 2178 ;
2179 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2173 -> 2179 ;
2180 [label="login_count <= 37.5\ngini = 0.4791\nsamples = 88\nvalue = [35, 53]", fillcolor="#399de557"] ;
2164 -> 2180 ;
2181 [label="Australia/NSW <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
2180 -> 2181 ;
2182 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
2181 -> 2182 ;
2183 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2181 -> 2183 ;
2184 [label="login_count <= 43.5\ngini = 0.4888\nsamples = 80\nvalue = [34, 46]", fillcolor="#399de543"] ;
2180 -> 2184 ;
2185 [label="internet explorer <= 0.5\ngini = 0.4954\nsamples = 73\nvalue = [33, 40]", fillcolor="#399de52d"] ;
2184 -> 2185 ;
2186 [label="Good Vibes <= 0.5\ngini = 0.4984\nsamples = 70\nvalue = [33, 37]", fillcolor="#399de51c"] ;
2185 -> 2186 ;
2187 [label="edge <= 0.5\ngini = 0.4996\nsamples = 68\nvalue = [33, 35]", fillcolor="#399de50f"] ;
2186 -> 2187 ;
2188 [label="chrome <= 0.5\ngini = 0.5\nsamples = 66\nvalue = [33, 33]", fillcolor="#e5813900"] ;
2187 -> 2188 ;
2189 [label="login_count <= 38.5\ngini = 0.4824\nsamples = 32\nvalue = [19, 13]", fillcolor="#e5813951"] ;
2188 -> 2189 ;
2190 [label="gini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
2189 -> 2190 ;
2191 [label="gini = 0.4444\nsamples = 24\nvalue = [16, 8]", fillcolor="#e581397f"] ;
2189 -> 2191 ;
2192 [label="Australia/NSW <= 0.5\ngini = 0.4844\nsamples = 34\nvalue = [14, 20]", fillcolor="#399de54d"] ;
2188 -> 2192 ;
2193 [label="gini = 0.4922\nsamples = 32\nvalue = [14, 18]", fillcolor="#399de539"] ;
2192 -> 2193 ;
2194 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2192 -> 2194 ;
2195 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2187 -> 2195 ;
2196 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2186 -> 2196 ;
2197 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2185 -> 2197 ;
2198 [label="Lunch Break <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
2184 -> 2198 ;
2199 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2198 -> 2199 ;
2200 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2198 -> 2200 ;
2201 [label="products_count <= 6.5\ngini = 0.4297\nsamples = 32\nvalue = [10, 22]", fillcolor="#399de58b"] ;
2163 -> 2201 ;
2202 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]", fillcolor="#399de5ff"] ;
2201 -> 2202 ;
2203 [label="America/New_York <= 0.5\ngini = 0.4915\nsamples = 23\nvalue = [10, 13]", fillcolor="#399de53b"] ;
2201 -> 2203 ;
2204 [label="login_count <= 37.5\ngini = 0.4986\nsamples = 19\nvalue = [10, 9]", fillcolor="#e5813919"] ;
2203 -> 2204 ;
2205 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2204 -> 2205 ;
2206 [label="products_count <= 7.5\ngini = 0.4983\nsamples = 17\nvalue = [8, 9]", fillcolor="#399de51c"] ;
2204 -> 2206 ;
2207 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2206 -> 2207 ;
2208 [label="safari <= 0.5\ngini = 0.4898\nsamples = 14\nvalue = [8, 6]", fillcolor="#e5813940"] ;
2206 -> 2208 ;
2209 [label="login_count <= 40.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#e5813992"] ;
2208 -> 2209 ;
2210 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2209 -> 2210 ;
2211 [label="internet explorer <= 0.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
2209 -> 2211 ;
2212 [label="America/Argentina/Tucuman <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
2211 -> 2212 ;
2213 [label="gini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2212 -> 2213 ;
2214 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2212 -> 2214 ;
2215 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2211 -> 2215 ;
2216 [label="login_count <= 43.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2208 -> 2216 ;
2217 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2216 -> 2217 ;
2218 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2216 -> 2218 ;
2219 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2203 -> 2219 ;
2220 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2162 -> 2220 ;
2221 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2161 -> 2221 ;
2222 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2102 -> 2222 ;
2223 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2101 -> 2223 ;
2224 [label="login_count <= 42.5\ngini = 0.4674\nsamples = 145\nvalue = [91, 54]", fillcolor="#e5813968"] ;
2100 -> 2224 ;
2225 [label="Europe/London <= 0.5\ngini = 0.4843\nsamples = 124\nvalue = [73, 51]", fillcolor="#e581394d"] ;
2224 -> 2225 ;
2226 [label="Trace <= 0.5\ngini = 0.4731\nsamples = 112\nvalue = [69, 43]", fillcolor="#e5813960"] ;
2225 -> 2226 ;
2227 [label="Europe/Rome <= 0.5\ngini = 0.4664\nsamples = 108\nvalue = [68, 40]", fillcolor="#e5813969"] ;
2226 -> 2227 ;
2228 [label="Europe/Stockholm <= 0.5\ngini = 0.4717\nsamples = 105\nvalue = [65, 40]", fillcolor="#e5813962"] ;
2227 -> 2228 ;
2229 [label="Europe/Berlin <= 0.5\ngini = 0.4688\nsamples = 104\nvalue = [65, 39]", fillcolor="#e5813966"] ;
2228 -> 2229 ;
2230 [label="Europe/Budapest <= 0.5\ngini = 0.4656\nsamples = 103\nvalue = [65, 38]", fillcolor="#e581396a"] ;
2229 -> 2230 ;
2231 [label="Europe/Madrid <= 0.5\ngini = 0.4623\nsamples = 102\nvalue = [65, 37]", fillcolor="#e581396e"] ;
2230 -> 2231 ;
2232 [label="Australia/Victoria <= 0.5\ngini = 0.4588\nsamples = 101\nvalue = [65, 36]", fillcolor="#e5813972"] ;
2231 -> 2232 ;
2233 [label="America/New_York <= 0.5\ngini = 0.4512\nsamples = 96\nvalue = [63, 33]", fillcolor="#e5813979"] ;
2232 -> 2233 ;
2234 [label="login_count <= 41.5\ngini = 0.4058\nsamples = 53\nvalue = [38, 15]", fillcolor="#e581399a"] ;
2233 -> 2234 ;
2235 [label="login_count <= 39.5\ngini = 0.4248\nsamples = 49\nvalue = [34, 15]", fillcolor="#e581398e"] ;
2234 -> 2235 ;
2236 [label="safari <= 0.5\ngini = 0.3988\nsamples = 40\nvalue = [29, 11]", fillcolor="#e581399e"] ;
2235 -> 2236 ;
2237 [label="America/Toronto <= 0.5\ngini = 0.32\nsamples = 25\nvalue = [20, 5]", fillcolor="#e58139bf"] ;
2236 -> 2237 ;
2238 [label="gini = 0.2778\nsamples = 24\nvalue = [20, 4]", fillcolor="#e58139cc"] ;
2237 -> 2238 ;
2239 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2237 -> 2239 ;
2240 [label="Neat <= 0.5\ngini = 0.48\nsamples = 15\nvalue = [9, 6]", fillcolor="#e5813955"] ;
2236 -> 2240 ;
2241 [label="gini = 0.4959\nsamples = 11\nvalue = [5, 6]", fillcolor="#399de52a"] ;
2240 -> 2241 ;
2242 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2240 -> 2242 ;
2243 [label="Australia/NSW <= 0.5\ngini = 0.4938\nsamples = 9\nvalue = [5, 4]", fillcolor="#e5813933"] ;
2235 -> 2243 ;
2244 [label="Diamond <= 0.5\ngini = 0.4688\nsamples = 8\nvalue = [5, 3]", fillcolor="#e5813966"] ;
2243 -> 2244 ;
2245 [label="gini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
2244 -> 2245 ;
2246 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2244 -> 2246 ;
2247 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2243 -> 2247 ;
2248 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2234 -> 2248 ;
2249 [label="PickleJuice <= 0.5\ngini = 0.4867\nsamples = 43\nvalue = [25, 18]", fillcolor="#e5813947"] ;
2233 -> 2249 ;
2250 [label="login_count <= 36.5\ngini = 0.4759\nsamples = 41\nvalue = [25, 16]", fillcolor="#e581395c"] ;
2249 -> 2250 ;
2251 [label="Lunch Break <= 0.5\ngini = 0.4983\nsamples = 17\nvalue = [8, 9]", fillcolor="#399de51c"] ;
2250 -> 2251 ;
2252 [label="Neat <= 0.5\ngini = 0.4978\nsamples = 15\nvalue = [8, 7]", fillcolor="#e5813920"] ;
2251 -> 2252 ;
2253 [label="gini = 0.4734\nsamples = 13\nvalue = [8, 5]", fillcolor="#e5813960"] ;
2252 -> 2253 ;
2254 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2252 -> 2254 ;
2255 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2251 -> 2255 ;
2256 [label="edge <= 0.5\ngini = 0.4132\nsamples = 24\nvalue = [17, 7]", fillcolor="#e5813996"] ;
2250 -> 2256 ;
2257 [label="safari <= 0.5\ngini = 0.3856\nsamples = 23\nvalue = [17, 6]", fillcolor="#e58139a5"] ;
2256 -> 2257 ;
2258 [label="gini = 0.4592\nsamples = 14\nvalue = [9, 5]", fillcolor="#e5813971"] ;
2257 -> 2258 ;
2259 [label="gini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
2257 -> 2259 ;
2260 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2256 -> 2260 ;
2261 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2249 -> 2261 ;
2262 [label="login_count <= 36.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
2232 -> 2262 ;
2263 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2262 -> 2263 ;
2264 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2262 -> 2264 ;
2265 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2231 -> 2265 ;
2266 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2230 -> 2266 ;
2267 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2229 -> 2267 ;
2268 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2228 -> 2268 ;
2269 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2227 -> 2269 ;
2270 [label="firefox <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2226 -> 2270 ;
2271 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2270 -> 2271 ;
2272 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2270 -> 2272 ;
2273 [label="login_count <= 33.5\ngini = 0.4444\nsamples = 12\nvalue = [4, 8]", fillcolor="#399de57f"] ;
2225 -> 2273 ;
2274 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2273 -> 2274 ;
2275 [label="safari <= 0.5\ngini = 0.3967\nsamples = 11\nvalue = [3, 8]", fillcolor="#399de59f"] ;
2273 -> 2275 ;
2276 [label="products_count <= 11.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
2275 -> 2276 ;
2277 [label="Luna <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2276 -> 2277 ;
2278 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2277 -> 2278 ;
2279 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2277 -> 2279 ;
2280 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2276 -> 2280 ;
2281 [label="login_count <= 35.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2275 -> 2281 ;
2282 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2281 -> 2282 ;
2283 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2281 -> 2283 ;
2284 [label="America/Los_Angeles <= 0.5\ngini = 0.2449\nsamples = 21\nvalue = [18, 3]", fillcolor="#e58139d4"] ;
2224 -> 2284 ;
2285 [label="safari <= 0.5\ngini = 0.1172\nsamples = 16\nvalue = [15, 1]", fillcolor="#e58139ee"] ;
2284 -> 2285 ;
2286 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139ff"] ;
2285 -> 2286 ;
2287 [label="America/New_York <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
2285 -> 2287 ;
2288 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2287 -> 2288 ;
2289 [label="Luna <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2287 -> 2289 ;
2290 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2289 -> 2290 ;
2291 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2289 -> 2291 ;
2292 [label="firefox <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
2284 -> 2292 ;
2293 [label="products_count <= 13.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
2292 -> 2293 ;
2294 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2293 -> 2294 ;
2295 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2293 -> 2295 ;
2296 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2292 -> 2296 ;
2297 [label="Sidecar <= 0.5\ngini = 0.4993\nsamples = 1001\nvalue = [482, 519]", fillcolor="#399de512"] ;
1759 -> 2297 ;
2298 [label="Australia/NSW <= 0.5\ngini = 0.4974\nsamples = 897\nvalue = [416, 481]", fillcolor="#399de522"] ;
2297 -> 2298 ;
2299 [label="Europe/Paris <= 0.5\ngini = 0.4984\nsamples = 869\nvalue = [410, 459]", fillcolor="#399de51b"] ;
2298 -> 2299 ;
2300 [label="America/Denver <= 0.5\ngini = 0.4976\nsamples = 847\nvalue = [394, 453]", fillcolor="#399de521"] ;
2299 -> 2300 ;
2301 [label="Trace <= 0.5\ngini = 0.4982\nsamples = 834\nvalue = [392, 442]", fillcolor="#399de51d"] ;
2300 -> 2301 ;
2302 [label="Europe/Rome <= 0.5\ngini = 0.499\nsamples = 804\nvalue = [384, 420]", fillcolor="#399de516"] ;
2301 -> 2302 ;
2303 [label="products_count <= 92.5\ngini = 0.4986\nsamples = 794\nvalue = [376, 418]", fillcolor="#399de51a"] ;
2302 -> 2303 ;
2304 [label="America/Indianapolis <= 0.5\ngini = 0.4991\nsamples = 776\nvalue = [372, 404]", fillcolor="#399de514"] ;
2303 -> 2304 ;
2305 [label="login_count <= 20.5\ngini = 0.4994\nsamples = 768\nvalue = [371, 397]", fillcolor="#399de511"] ;
2304 -> 2305 ;
2306 [label="edge <= 0.5\ngini = 0.4775\nsamples = 66\nvalue = [40, 26]", fillcolor="#e5813959"] ;
2305 -> 2306 ;
2307 [label="Ranger <= 0.5\ngini = 0.4636\nsamples = 63\nvalue = [40, 23]", fillcolor="#e581396c"] ;
2306 -> 2307 ;
2308 [label="Sexy <= 0.5\ngini = 0.4515\nsamples = 61\nvalue = [40, 21]", fillcolor="#e5813979"] ;
2307 -> 2308 ;
2309 [label="Australia/Victoria <= 0.5\ngini = 0.4367\nsamples = 59\nvalue = [40, 19]", fillcolor="#e5813986"] ;
2308 -> 2309 ;
2310 [label="Good Vibes <= 0.5\ngini = 0.4561\nsamples = 54\nvalue = [35, 19]", fillcolor="#e5813975"] ;
2309 -> 2310 ;
2311 [label="products_count <= 21.5\ngini = 0.4486\nsamples = 53\nvalue = [35, 18]", fillcolor="#e581397c"] ;
2310 -> 2311 ;
2312 [label="Europe/London <= 0.5\ngini = 0.4898\nsamples = 28\nvalue = [16, 12]", fillcolor="#e5813940"] ;
2311 -> 2312 ;
2313 [label="gini = 0.4829\nsamples = 27\nvalue = [16, 11]", fillcolor="#e5813950"] ;
2312 -> 2313 ;
2314 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2312 -> 2314 ;
2315 [label="Europe/Brussels <= 0.5\ngini = 0.3648\nsamples = 25\nvalue = [19, 6]", fillcolor="#e58139ae"] ;
2311 -> 2315 ;
2316 [label="gini = 0.3299\nsamples = 24\nvalue = [19, 5]", fillcolor="#e58139bc"] ;
2315 -> 2316 ;
2317 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2315 -> 2317 ;
2318 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2310 -> 2318 ;
2319 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
2309 -> 2319 ;
2320 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2308 -> 2320 ;
2321 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2307 -> 2321 ;
2322 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2306 -> 2322 ;
2323 [label="Nova <= 0.5\ngini = 0.4984\nsamples = 702\nvalue = [331, 371]", fillcolor="#399de51b"] ;
2305 -> 2323 ;
2324 [label="Platinum <= 0.5\ngini = 0.4978\nsamples = 690\nvalue = [322, 368]", fillcolor="#399de520"] ;
2323 -> 2324 ;
2325 [label="products_count <= 26.5\ngini = 0.4983\nsamples = 174\nvalue = [92, 82]", fillcolor="#e581391c"] ;
2324 -> 2325 ;
2326 [label="login_count <= 23.5\ngini = 0.3841\nsamples = 27\nvalue = [20, 7]", fillcolor="#e58139a6"] ;
2325 -> 2326 ;
2327 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2326 -> 2327 ;
2328 [label="products_count <= 17.5\ngini = 0.2778\nsamples = 24\nvalue = [20, 4]", fillcolor="#e58139cc"] ;
2326 -> 2328 ;
2329 [label="Diamond <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
2328 -> 2329 ;
2330 [label="Neat <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2329 -> 2330 ;
2331 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2330 -> 2331 ;
2332 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2330 -> 2332 ;
2333 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2329 -> 2333 ;
2334 [label="edge <= 0.5\ngini = 0.0997\nsamples = 19\nvalue = [18, 1]", fillcolor="#e58139f1"] ;
2328 -> 2334 ;
2335 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]", fillcolor="#e58139ff"] ;
2334 -> 2335 ;
2336 [label="PickleJuice <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2334 -> 2336 ;
2337 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2336 -> 2337 ;
2338 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2336 -> 2338 ;
2339 [label="login_count <= 42.5\ngini = 0.4998\nsamples = 147\nvalue = [72, 75]", fillcolor="#399de50a"] ;
2325 -> 2339 ;
2340 [label="login_count <= 41.5\ngini = 0.4998\nsamples = 139\nvalue = [71, 68]", fillcolor="#e581390b"] ;
2339 -> 2340 ;
2341 [label="login_count <= 37.5\ngini = 0.4999\nsamples = 134\nvalue = [66, 68]", fillcolor="#399de508"] ;
2340 -> 2341 ;
2342 [label="Australia/Queensland <= 0.5\ngini = 0.4966\nsamples = 109\nvalue = [59, 50]", fillcolor="#e5813927"] ;
2341 -> 2342 ;
2343 [label="gini = 0.4936\nsamples = 106\nvalue = [59, 47]", fillcolor="#e5813934"] ;
2342 -> 2343 ;
2344 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2342 -> 2344 ;
2345 [label="Australia/Victoria <= 0.5\ngini = 0.4032\nsamples = 25\nvalue = [7, 18]", fillcolor="#399de59c"] ;
2341 -> 2345 ;
2346 [label="gini = 0.375\nsamples = 24\nvalue = [6, 18]", fillcolor="#399de5aa"] ;
2345 -> 2346 ;
2347 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2345 -> 2347 ;
2348 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
2340 -> 2348 ;
2349 [label="safari <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
2339 -> 2349 ;
2350 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2349 -> 2350 ;
2351 [label="products_count <= 33.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2349 -> 2351 ;
2352 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2351 -> 2352 ;
2353 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2351 -> 2353 ;
2354 [label="Luna <= 0.5\ngini = 0.4941\nsamples = 516\nvalue = [230, 286]", fillcolor="#399de532"] ;
2324 -> 2354 ;
2355 [label="Europe/London <= 0.5\ngini = 0.4989\nsamples = 346\nvalue = [165, 181]", fillcolor="#399de517"] ;
2354 -> 2355 ;
2356 [label="internet explorer <= 0.5\ngini = 0.4949\nsamples = 298\nvalue = [134, 164]", fillcolor="#399de52f"] ;
2355 -> 2356 ;
2357 [label="America/Montreal <= 0.5\ngini = 0.4925\nsamples = 285\nvalue = [125, 160]", fillcolor="#399de538"] ;
2356 -> 2357 ;
2358 [label="Snakebite <= 0.5\ngini = 0.4915\nsamples = 283\nvalue = [123, 160]", fillcolor="#399de53b"] ;
2357 -> 2358 ;
2359 [label="gini = 0.4895\nsamples = 276\nvalue = [118, 158]", fillcolor="#399de541"] ;
2358 -> 2359 ;
2360 [label="gini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
2358 -> 2360 ;
2361 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2357 -> 2361 ;
2362 [label="login_count <= 42.5\ngini = 0.426\nsamples = 13\nvalue = [9, 4]", fillcolor="#e581398e"] ;
2356 -> 2362 ;
2363 [label="products_count <= 18.5\ngini = 0.2975\nsamples = 11\nvalue = [9, 2]", fillcolor="#e58139c6"] ;
2362 -> 2363 ;
2364 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
2363 -> 2364 ;
2365 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
2363 -> 2365 ;
2366 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2362 -> 2366 ;
2367 [label="products_count <= 15.5\ngini = 0.4575\nsamples = 48\nvalue = [31, 17]", fillcolor="#e5813973"] ;
2355 -> 2367 ;
2368 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
2367 -> 2368 ;
2369 [label="Foundry <= 0.5\ngini = 0.4781\nsamples = 43\nvalue = [26, 17]", fillcolor="#e5813958"] ;
2367 -> 2369 ;
2370 [label="login_count <= 26.5\ngini = 0.4501\nsamples = 38\nvalue = [25, 13]", fillcolor="#e581397a"] ;
2369 -> 2370 ;
2371 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
2370 -> 2371 ;
2372 [label="gini = 0.487\nsamples = 31\nvalue = [18, 13]", fillcolor="#e5813947"] ;
2370 -> 2372 ;
2373 [label="products_count <= 24.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
2369 -> 2373 ;
2374 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2373 -> 2374 ;
2375 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2373 -> 2375 ;
2376 [label="products_count <= 18.5\ngini = 0.4723\nsamples = 170\nvalue = [65, 105]", fillcolor="#399de561"] ;
2354 -> 2376 ;
2377 [label="login_count <= 25.5\ngini = 0.4269\nsamples = 68\nvalue = [21, 47]", fillcolor="#399de58d"] ;
2376 -> 2377 ;
2378 [label="Europe/London <= 0.5\ngini = 0.1244\nsamples = 15\nvalue = [1, 14]", fillcolor="#399de5ed"] ;
2377 -> 2378 ;
2379 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]", fillcolor="#399de5ff"] ;
2378 -> 2379 ;
2380 [label="login_count <= 24.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2378 -> 2380 ;
2381 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2380 -> 2381 ;
2382 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2380 -> 2382 ;
2383 [label="login_count <= 41.0\ngini = 0.4699\nsamples = 53\nvalue = [20, 33]", fillcolor="#399de564"] ;
2377 -> 2383 ;
2384 [label="America/Los_Angeles <= 0.5\ngini = 0.4907\nsamples = 44\nvalue = [19, 25]", fillcolor="#399de53d"] ;
2383 -> 2384 ;
2385 [label="gini = 0.4628\nsamples = 33\nvalue = [12, 21]", fillcolor="#399de56d"] ;
2384 -> 2385 ;
2386 [label="gini = 0.4628\nsamples = 11\nvalue = [7, 4]", fillcolor="#e581396d"] ;
2384 -> 2386 ;
2387 [label="Europe/London <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
2383 -> 2387 ;
2388 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
2387 -> 2388 ;
2389 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2387 -> 2389 ;
2390 [label="Europe/London <= 0.5\ngini = 0.4906\nsamples = 102\nvalue = [44, 58]", fillcolor="#399de53e"] ;
2376 -> 2390 ;
2391 [label="login_count <= 28.5\ngini = 0.4988\nsamples = 80\nvalue = [38, 42]", fillcolor="#399de518"] ;
2390 -> 2391 ;
2392 [label="America/Los_Angeles <= 0.5\ngini = 0.4664\nsamples = 27\nvalue = [17, 10]", fillcolor="#e5813969"] ;
2391 -> 2392 ;
2393 [label="gini = 0.4132\nsamples = 24\nvalue = [17, 7]", fillcolor="#e5813996"] ;
2392 -> 2393 ;
2394 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2392 -> 2394 ;
2395 [label="login_count <= 34.5\ngini = 0.4785\nsamples = 53\nvalue = [21, 32]", fillcolor="#399de558"] ;
2391 -> 2395 ;
2396 [label="gini = 0.3367\nsamples = 28\nvalue = [6, 22]", fillcolor="#399de5b9"] ;
2395 -> 2396 ;
2397 [label="gini = 0.48\nsamples = 25\nvalue = [15, 10]", fillcolor="#e5813955"] ;
2395 -> 2397 ;
2398 [label="edge <= 0.5\ngini = 0.3967\nsamples = 22\nvalue = [6, 16]", fillcolor="#399de59f"] ;
2390 -> 2398 ;
2399 [label="login_count <= 30.5\ngini = 0.3628\nsamples = 21\nvalue = [5, 16]", fillcolor="#399de5af"] ;
2398 -> 2399 ;
2400 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
2399 -> 2400 ;
2401 [label="gini = 0.4297\nsamples = 16\nvalue = [5, 11]", fillcolor="#399de58b"] ;
2399 -> 2401 ;
2402 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2398 -> 2402 ;
2403 [label="Diamond <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#e58139aa"] ;
2323 -> 2403 ;
2404 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
2403 -> 2404 ;
2405 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2403 -> 2405 ;
2406 [label="Lunch Break <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
2304 -> 2406 ;
2407 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2406 -> 2407 ;
2408 [label="login_count <= 29.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2406 -> 2408 ;
2409 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2408 -> 2409 ;
2410 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2408 -> 2410 ;
2411 [label="Sexy <= 0.5\ngini = 0.3457\nsamples = 18\nvalue = [4, 14]", fillcolor="#399de5b6"] ;
2303 -> 2411 ;
2412 [label="login_count <= 34.5\ngini = 0.2907\nsamples = 17\nvalue = [3, 14]", fillcolor="#399de5c8"] ;
2411 -> 2412 ;
2413 [label="login_count <= 30.0\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
2412 -> 2413 ;
2414 [label="products_count <= 98.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
2413 -> 2414 ;
2415 [label="products_count <= 97.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2414 -> 2415 ;
2416 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2415 -> 2416 ;
2417 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2415 -> 2417 ;
2418 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2414 -> 2418 ;
2419 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2413 -> 2419 ;
2420 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
2412 -> 2420 ;
2421 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2411 -> 2421 ;
2422 [label="login_count <= 22.0\ngini = 0.32\nsamples = 10\nvalue = [8, 2]", fillcolor="#e58139bf"] ;
2302 -> 2422 ;
2423 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2422 -> 2423 ;
2424 [label="products_count <= 16.5\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
2422 -> 2424 ;
2425 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2424 -> 2425 ;
2426 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
2424 -> 2426 ;
2427 [label="products_count <= 20.5\ngini = 0.3911\nsamples = 30\nvalue = [8, 22]", fillcolor="#399de5a2"] ;
2301 -> 2427 ;
2428 [label="Australia/Victoria <= 0.5\ngini = 0.1327\nsamples = 14\nvalue = [1, 13]", fillcolor="#399de5eb"] ;
2427 -> 2428 ;
2429 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
2428 -> 2429 ;
2430 [label="products_count <= 18.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2428 -> 2430 ;
2431 [label="safari <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2430 -> 2431 ;
2432 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2431 -> 2432 ;
2433 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2431 -> 2433 ;
2434 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2430 -> 2434 ;
2435 [label="America/New_York <= 0.5\ngini = 0.4922\nsamples = 16\nvalue = [7, 9]", fillcolor="#399de539"] ;
2427 -> 2435 ;
2436 [label="login_count <= 32.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
2435 -> 2436 ;
2437 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2436 -> 2437 ;
2438 [label="Asia/Riyadh <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2436 -> 2438 ;
2439 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2438 -> 2439 ;
2440 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2438 -> 2440 ;
2441 [label="safari <= 0.5\ngini = 0.3967\nsamples = 11\nvalue = [3, 8]", fillcolor="#399de59f"] ;
2435 -> 2441 ;
2442 [label="Platinum <= 0.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
2441 -> 2442 ;
2443 [label="login_count <= 34.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2442 -> 2443 ;
2444 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2443 -> 2444 ;
2445 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2443 -> 2445 ;
2446 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2442 -> 2446 ;
2447 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
2441 -> 2447 ;
2448 [label="firefox <= 0.5\ngini = 0.2604\nsamples = 13\nvalue = [2, 11]", fillcolor="#399de5d1"] ;
2300 -> 2448 ;
2449 [label="Luna <= 0.5\ngini = 0.1653\nsamples = 11\nvalue = [1, 10]", fillcolor="#399de5e6"] ;
2448 -> 2449 ;
2450 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
2449 -> 2450 ;
2451 [label="login_count <= 37.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2449 -> 2451 ;
2452 [label="login_count <= 29.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2451 -> 2452 ;
2453 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2452 -> 2453 ;
2454 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2452 -> 2454 ;
2455 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2451 -> 2455 ;
2456 [label="Neat <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2448 -> 2456 ;
2457 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2456 -> 2457 ;
2458 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2456 -> 2458 ;
2459 [label="products_count <= 18.5\ngini = 0.3967\nsamples = 22\nvalue = [16, 6]", fillcolor="#e581399f"] ;
2299 -> 2459 ;
2460 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
2459 -> 2460 ;
2461 [label="products_count <= 22.0\ngini = 0.48\nsamples = 15\nvalue = [9, 6]", fillcolor="#e5813955"] ;
2459 -> 2461 ;
2462 [label="Ranger <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
2461 -> 2462 ;
2463 [label="chrome <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
2462 -> 2463 ;
2464 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2463 -> 2464 ;
2465 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2463 -> 2465 ;
2466 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2462 -> 2466 ;
2467 [label="products_count <= 24.5\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
2461 -> 2467 ;
2468 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2467 -> 2468 ;
2469 [label="products_count <= 40.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
2467 -> 2469 ;
2470 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2469 -> 2470 ;
2471 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2469 -> 2471 ;
2472 [label="login_count <= 33.5\ngini = 0.3367\nsamples = 28\nvalue = [6, 22]", fillcolor="#399de5b9"] ;
2298 -> 2472 ;
2473 [label="Neat <= 0.5\ngini = 0.48\nsamples = 15\nvalue = [6, 9]", fillcolor="#399de555"] ;
2472 -> 2473 ;
2474 [label="products_count <= 20.5\ngini = 0.426\nsamples = 13\nvalue = [4, 9]", fillcolor="#399de58e"] ;
2473 -> 2474 ;
2475 [label="Platinum <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
2474 -> 2475 ;
2476 [label="products_count <= 15.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2475 -> 2476 ;
2477 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2476 -> 2477 ;
2478 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2476 -> 2478 ;
2479 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2475 -> 2479 ;
2480 [label="products_count <= 24.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
2474 -> 2480 ;
2481 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2480 -> 2481 ;
2482 [label="Lunch Break <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2480 -> 2482 ;
2483 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2482 -> 2483 ;
2484 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2482 -> 2484 ;
2485 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2473 -> 2485 ;
2486 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]", fillcolor="#399de5ff"] ;
2472 -> 2486 ;
2487 [label="America/Los_Angeles <= 0.5\ngini = 0.4638\nsamples = 104\nvalue = [66, 38]", fillcolor="#e581396c"] ;
2297 -> 2487 ;
2488 [label="Europe/London <= 0.5\ngini = 0.4844\nsamples = 85\nvalue = [50, 35]", fillcolor="#e581394d"] ;
2487 -> 2488 ;
2489 [label="login_count <= 25.5\ngini = 0.4932\nsamples = 77\nvalue = [43, 34]", fillcolor="#e5813935"] ;
2488 -> 2489 ;
2490 [label="Diamond <= 0.5\ngini = 0.4082\nsamples = 21\nvalue = [15, 6]", fillcolor="#e5813999"] ;
2489 -> 2490 ;
2491 [label="America/Phoenix <= 0.5\ngini = 0.2311\nsamples = 15\nvalue = [13, 2]", fillcolor="#e58139d8"] ;
2490 -> 2491 ;
2492 [label="Pacific/Honolulu <= 0.5\ngini = 0.1327\nsamples = 14\nvalue = [13, 1]", fillcolor="#e58139eb"] ;
2491 -> 2492 ;
2493 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]", fillcolor="#e58139ff"] ;
2492 -> 2493 ;
2494 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2492 -> 2494 ;
2495 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2491 -> 2495 ;
2496 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
2490 -> 2496 ;
2497 [label="America/Chicago <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2496 -> 2497 ;
2498 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2497 -> 2498 ;
2499 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2497 -> 2499 ;
2500 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2496 -> 2500 ;
2501 [label="login_count <= 33.5\ngini = 0.5\nsamples = 56\nvalue = [28, 28]", fillcolor="#e5813900"] ;
2489 -> 2501 ;
2502 [label="products_count <= 20.5\ngini = 0.4628\nsamples = 22\nvalue = [8, 14]", fillcolor="#399de56d"] ;
2501 -> 2502 ;
2503 [label="products_count <= 18.5\ngini = 0.4861\nsamples = 12\nvalue = [7, 5]", fillcolor="#e5813949"] ;
2502 -> 2503 ;
2504 [label="Australia/NSW <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
2503 -> 2504 ;
2505 [label="America/Chicago <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
2504 -> 2505 ;
2506 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2505 -> 2506 ;
2507 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2505 -> 2507 ;
2508 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2504 -> 2508 ;
2509 [label="America/Denver <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
2503 -> 2509 ;
2510 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
2509 -> 2510 ;
2511 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2509 -> 2511 ;
2512 [label="America/Montreal <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]", fillcolor="#399de5e3"] ;
2502 -> 2512 ;
2513 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
2512 -> 2513 ;
2514 [label="products_count <= 41.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2512 -> 2514 ;
2515 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2514 -> 2515 ;
2516 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2514 -> 2516 ;
2517 [label="products_count <= 49.0\ngini = 0.4844\nsamples = 34\nvalue = [20, 14]", fillcolor="#e581394d"] ;
2501 -> 2517 ;
2518 [label="login_count <= 34.5\ngini = 0.4953\nsamples = 31\nvalue = [17, 14]", fillcolor="#e581392d"] ;
2517 -> 2518 ;
2519 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2518 -> 2519 ;
2520 [label="login_count <= 40.5\ngini = 0.5\nsamples = 28\nvalue = [14, 14]", fillcolor="#e5813900"] ;
2518 -> 2520 ;
2521 [label="products_count <= 17.5\ngini = 0.4965\nsamples = 24\nvalue = [13, 11]", fillcolor="#e5813927"] ;
2520 -> 2521 ;
2522 [label="login_count <= 37.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
2521 -> 2522 ;
2523 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2522 -> 2523 ;
2524 [label="products_count <= 15.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2522 -> 2524 ;
2525 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2524 -> 2525 ;
2526 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2524 -> 2526 ;
2527 [label="login_count <= 39.0\ngini = 0.4986\nsamples = 19\nvalue = [9, 10]", fillcolor="#399de519"] ;
2521 -> 2527 ;
2528 [label="safari <= 0.5\ngini = 0.4592\nsamples = 14\nvalue = [5, 9]", fillcolor="#399de571"] ;
2527 -> 2528 ;
2529 [label="login_count <= 37.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
2528 -> 2529 ;
2530 [label="internet explorer <= 0.5\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
2529 -> 2530 ;
2531 [label="products_count <= 36.0\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
2530 -> 2531 ;
2532 [label="Platinum <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
2531 -> 2532 ;
2533 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2532 -> 2533 ;
2534 [label="login_count <= 35.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2532 -> 2534 ;
2535 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2534 -> 2535 ;
2536 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2534 -> 2536 ;
2537 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2531 -> 2537 ;
2538 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2530 -> 2538 ;
2539 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2529 -> 2539 ;
2540 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2528 -> 2540 ;
2541 [label="products_count <= 20.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
2527 -> 2541 ;
2542 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2541 -> 2542 ;
2543 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2541 -> 2543 ;
2544 [label="chrome <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2520 -> 2544 ;
2545 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2544 -> 2545 ;
2546 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2544 -> 2546 ;
2547 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2517 -> 2547 ;
2548 [label="edge <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
2488 -> 2548 ;
2549 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
2548 -> 2549 ;
2550 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2548 -> 2550 ;
2551 [label="internet explorer <= 0.5\ngini = 0.2659\nsamples = 19\nvalue = [16, 3]", fillcolor="#e58139cf"] ;
2487 -> 2551 ;
2552 [label="login_count <= 36.5\ngini = 0.1975\nsamples = 18\nvalue = [16, 2]", fillcolor="#e58139df"] ;
2551 -> 2552 ;
2553 [label="login_count <= 27.5\ngini = 0.2975\nsamples = 11\nvalue = [9, 2]", fillcolor="#e58139c6"] ;
2552 -> 2553 ;
2554 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
2553 -> 2554 ;
2555 [label="login_count <= 31.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
2553 -> 2555 ;
2556 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2555 -> 2556 ;
2557 [label="products_count <= 19.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
2555 -> 2557 ;
2558 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2557 -> 2558 ;
2559 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2557 -> 2559 ;
2560 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
2552 -> 2560 ;
2561 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2551 -> 2561 ;
2562 [label="products_count <= 14.5\ngini = 0.4007\nsamples = 8083\nvalue = [2240, 5843]", fillcolor="#399de59d"] ;
1086 -> 2562 ;
2563 [label="Neat <= 0.5\ngini = 0.4834\nsamples = 2023\nvalue = [827, 1196]", fillcolor="#399de54f"] ;
2562 -> 2563 ;
2564 [label="products_count <= 9.5\ngini = 0.4906\nsamples = 1655\nvalue = [714, 941]", fillcolor="#399de53e"] ;
2563 -> 2564 ;
2565 [label="login_count <= 161.5\ngini = 0.4997\nsamples = 746\nvalue = [364, 382]", fillcolor="#399de50c"] ;
2564 -> 2565 ;
2566 [label="Snakebite <= 0.5\ngini = 0.4979\nsamples = 509\nvalue = [271, 238]", fillcolor="#e581391f"] ;
2565 -> 2566 ;
2567 [label="login_count <= 68.5\ngini = 0.4971\nsamples = 502\nvalue = [270, 232]", fillcolor="#e5813924"] ;
2566 -> 2567 ;
2568 [label="login_count <= 47.5\ngini = 0.4827\nsamples = 204\nvalue = [121, 83]", fillcolor="#e5813950"] ;
2567 -> 2568 ;
2569 [label="login_count <= 46.5\ngini = 0.498\nsamples = 32\nvalue = [15, 17]", fillcolor="#399de51e"] ;
2568 -> 2569 ;
2570 [label="edge <= 0.5\ngini = 0.4764\nsamples = 23\nvalue = [14, 9]", fillcolor="#e581395b"] ;
2569 -> 2570 ;
2571 [label="Sidecar <= 0.5\ngini = 0.42\nsamples = 20\nvalue = [14, 6]", fillcolor="#e5813992"] ;
2570 -> 2571 ;
2572 [label="Europe/Rome <= 0.5\ngini = 0.3878\nsamples = 19\nvalue = [14, 5]", fillcolor="#e58139a4"] ;
2571 -> 2572 ;
2573 [label="Sexy <= 0.5\ngini = 0.3457\nsamples = 18\nvalue = [14, 4]", fillcolor="#e58139b6"] ;
2572 -> 2573 ;
2574 [label="Good Vibes <= 0.5\ngini = 0.2907\nsamples = 17\nvalue = [14, 3]", fillcolor="#e58139c8"] ;
2573 -> 2574 ;
2575 [label="Nova <= 0.5\ngini = 0.2188\nsamples = 16\nvalue = [14, 2]", fillcolor="#e58139db"] ;
2574 -> 2575 ;
2576 [label="products_count <= 8.5\ngini = 0.1244\nsamples = 15\nvalue = [14, 1]", fillcolor="#e58139ed"] ;
2575 -> 2576 ;
2577 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139ff"] ;
2576 -> 2577 ;
2578 [label="login_count <= 45.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
2576 -> 2578 ;
2579 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2578 -> 2579 ;
2580 [label="America/New_York <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2578 -> 2580 ;
2581 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2580 -> 2581 ;
2582 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2580 -> 2582 ;
2583 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2575 -> 2583 ;
2584 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2574 -> 2584 ;
2585 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2573 -> 2585 ;
2586 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2572 -> 2586 ;
2587 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2571 -> 2587 ;
2588 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2570 -> 2588 ;
2589 [label="Asia/Jakarta <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
2569 -> 2589 ;
2590 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
2589 -> 2590 ;
2591 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2589 -> 2591 ;
2592 [label="America/Chicago <= 0.5\ngini = 0.473\nsamples = 172\nvalue = [106, 66]", fillcolor="#e5813960"] ;
2568 -> 2592 ;
2593 [label="edge <= 0.5\ngini = 0.4605\nsamples = 153\nvalue = [98, 55]", fillcolor="#e5813970"] ;
2592 -> 2593 ;
2594 [label="PickleJuice <= 0.5\ngini = 0.4674\nsamples = 145\nvalue = [91, 54]", fillcolor="#e5813968"] ;
2593 -> 2594 ;
2595 [label="Europe/Vienna <= 0.5\ngini = 0.4617\nsamples = 141\nvalue = [90, 51]", fillcolor="#e581396e"] ;
2594 -> 2595 ;
2596 [label="Asia/Hong_Kong <= 0.5\ngini = 0.4592\nsamples = 140\nvalue = [90, 50]", fillcolor="#e5813971"] ;
2595 -> 2596 ;
2597 [label="Europe/Lisbon <= 0.5\ngini = 0.4565\nsamples = 139\nvalue = [90, 49]", fillcolor="#e5813974"] ;
2596 -> 2597 ;
2598 [label="Europe/Oslo <= 0.5\ngini = 0.4537\nsamples = 138\nvalue = [90, 48]", fillcolor="#e5813977"] ;
2597 -> 2598 ;
2599 [label="Australia/Queensland <= 0.5\ngini = 0.4583\nsamples = 135\nvalue = [87, 48]", fillcolor="#e5813972"] ;
2598 -> 2599 ;
2600 [label="Ranger <= 0.5\ngini = 0.4628\nsamples = 132\nvalue = [84, 48]", fillcolor="#e581396d"] ;
2599 -> 2600 ;
2601 [label="Australia/Victoria <= 0.5\ngini = 0.4692\nsamples = 125\nvalue = [78, 47]", fillcolor="#e5813965"] ;
2600 -> 2601 ;
2602 [label="Nova <= 0.5\ngini = 0.4628\nsamples = 121\nvalue = [77, 44]", fillcolor="#e581396d"] ;
2601 -> 2602 ;
2603 [label="gini = 0.4677\nsamples = 118\nvalue = [74, 44]", fillcolor="#e5813967"] ;
2602 -> 2603 ;
2604 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2602 -> 2604 ;
2605 [label="products_count <= 6.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2601 -> 2605 ;
2606 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2605 -> 2606 ;
2607 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2605 -> 2607 ;
2608 [label="Pacific/Auckland <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
2600 -> 2608 ;
2609 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
2608 -> 2609 ;
2610 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2608 -> 2610 ;
2611 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2599 -> 2611 ;
2612 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2598 -> 2612 ;
2613 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2597 -> 2613 ;
2614 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2596 -> 2614 ;
2615 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2595 -> 2615 ;
2616 [label="login_count <= 53.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2594 -> 2616 ;
2617 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2616 -> 2617 ;
2618 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2616 -> 2618 ;
2619 [label="America/Denver <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
2593 -> 2619 ;
2620 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
2619 -> 2620 ;
2621 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2619 -> 2621 ;
2622 [label="Lunch Break <= 0.5\ngini = 0.4875\nsamples = 19\nvalue = [8, 11]", fillcolor="#399de546"] ;
2592 -> 2622 ;
2623 [label="internet explorer <= 0.5\ngini = 0.3967\nsamples = 11\nvalue = [3, 8]", fillcolor="#399de59f"] ;
2622 -> 2623 ;
2624 [label="products_count <= 6.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
2623 -> 2624 ;
2625 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2624 -> 2625 ;
2626 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2625 -> 2626 ;
2627 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2625 -> 2627 ;
2628 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2624 -> 2628 ;
2629 [label="products_count <= 8.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2623 -> 2629 ;
2630 [label="login_count <= 54.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2629 -> 2630 ;
2631 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2630 -> 2631 ;
2632 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2630 -> 2632 ;
2633 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2629 -> 2633 ;
2634 [label="login_count <= 59.5\ngini = 0.4688\nsamples = 8\nvalue = [5, 3]", fillcolor="#e5813966"] ;
2622 -> 2634 ;
2635 [label="firefox <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2634 -> 2635 ;
2636 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2635 -> 2636 ;
2637 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2635 -> 2637 ;
2638 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2634 -> 2638 ;
2639 [label="Sexy <= 0.5\ngini = 0.5\nsamples = 298\nvalue = [149, 149]", fillcolor="#e5813900"] ;
2567 -> 2639 ;
2640 [label="login_count <= 131.5\ngini = 0.4995\nsamples = 279\nvalue = [135, 144]", fillcolor="#399de510"] ;
2639 -> 2640 ;
2641 [label="Diamond <= 0.5\ngini = 0.4963\nsamples = 234\nvalue = [107, 127]", fillcolor="#399de528"] ;
2640 -> 2641 ;
2642 [label="Europe/Berlin <= 0.5\ngini = 0.495\nsamples = 231\nvalue = [104, 127]", fillcolor="#399de52e"] ;
2641 -> 2642 ;
2643 [label="Australia/NSW <= 0.5\ngini = 0.4935\nsamples = 228\nvalue = [101, 127]", fillcolor="#399de534"] ;
2642 -> 2643 ;
2644 [label="America/Edmonton <= 0.5\ngini = 0.4907\nsamples = 220\nvalue = [95, 125]", fillcolor="#399de53d"] ;
2643 -> 2644 ;
2645 [label="Europe/Dublin <= 0.5\ngini = 0.4892\nsamples = 218\nvalue = [93, 125]", fillcolor="#399de541"] ;
2644 -> 2645 ;
2646 [label="Lunch Break <= 0.5\ngini = 0.4876\nsamples = 216\nvalue = [91, 125]", fillcolor="#399de545"] ;
2645 -> 2646 ;
2647 [label="Sidecar <= 0.5\ngini = 0.4786\nsamples = 174\nvalue = [69, 105]", fillcolor="#399de557"] ;
2646 -> 2647 ;
2648 [label="America/Chicago <= 0.5\ngini = 0.4656\nsamples = 141\nvalue = [52, 89]", fillcolor="#399de56a"] ;
2647 -> 2648 ;
2649 [label="firefox <= 0.5\ngini = 0.4481\nsamples = 118\nvalue = [40, 78]", fillcolor="#399de57c"] ;
2648 -> 2649 ;
2650 [label="Atlantic/Canary <= 0.5\ngini = 0.4254\nsamples = 101\nvalue = [31, 70]", fillcolor="#399de58e"] ;
2649 -> 2650 ;
2651 [label="gini = 0.42\nsamples = 100\nvalue = [30, 70]", fillcolor="#399de592"] ;
2650 -> 2651 ;
2652 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2650 -> 2652 ;
2653 [label="products_count <= 7.5\ngini = 0.4983\nsamples = 17\nvalue = [9, 8]", fillcolor="#e581391c"] ;
2649 -> 2653 ;
2654 [label="gini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
2653 -> 2654 ;
2655 [label="gini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
2653 -> 2655 ;
2656 [label="Foundry <= 0.5\ngini = 0.4991\nsamples = 23\nvalue = [12, 11]", fillcolor="#e5813915"] ;
2648 -> 2656 ;
2657 [label="login_count <= 109.5\ngini = 0.4898\nsamples = 21\nvalue = [12, 9]", fillcolor="#e5813940"] ;
2656 -> 2657 ;
2658 [label="gini = 0.5\nsamples = 16\nvalue = [8, 8]", fillcolor="#e5813900"] ;
2657 -> 2658 ;
2659 [label="gini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
2657 -> 2659 ;
2660 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2656 -> 2660 ;
2661 [label="safari <= 0.5\ngini = 0.4995\nsamples = 33\nvalue = [17, 16]", fillcolor="#e581390f"] ;
2647 -> 2661 ;
2662 [label="America/Phoenix <= 0.5\ngini = 0.4717\nsamples = 21\nvalue = [8, 13]", fillcolor="#399de562"] ;
2661 -> 2662 ;
2663 [label="America/Los_Angeles <= 0.5\ngini = 0.455\nsamples = 20\nvalue = [7, 13]", fillcolor="#399de576"] ;
2662 -> 2663 ;
2664 [label="gini = 0.355\nsamples = 13\nvalue = [3, 10]", fillcolor="#399de5b3"] ;
2663 -> 2664 ;
2665 [label="gini = 0.4898\nsamples = 7\nvalue = [4, 3]", fillcolor="#e5813940"] ;
2663 -> 2665 ;
2666 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2662 -> 2666 ;
2667 [label="Europe/Rome <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#e58139aa"] ;
2661 -> 2667 ;
2668 [label="login_count <= 69.5\ngini = 0.2975\nsamples = 11\nvalue = [9, 2]", fillcolor="#e58139c6"] ;
2667 -> 2668 ;
2669 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2668 -> 2669 ;
2670 [label="gini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e58139e3"] ;
2668 -> 2670 ;
2671 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2667 -> 2671 ;
2672 [label="login_count <= 80.5\ngini = 0.4989\nsamples = 42\nvalue = [22, 20]", fillcolor="#e5813917"] ;
2646 -> 2672 ;
2673 [label="Australia/Victoria <= 0.5\ngini = 0.3911\nsamples = 15\nvalue = [4, 11]", fillcolor="#399de5a2"] ;
2672 -> 2673 ;
2674 [label="products_count <= 7.5\ngini = 0.2778\nsamples = 12\nvalue = [2, 10]", fillcolor="#399de5cc"] ;
2673 -> 2674 ;
2675 [label="login_count <= 73.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
2674 -> 2675 ;
2676 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2675 -> 2676 ;
2677 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2675 -> 2677 ;
2678 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
2674 -> 2678 ;
2679 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2673 -> 2679 ;
2680 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2679 -> 2680 ;
2681 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2679 -> 2681 ;
2682 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 27\nvalue = [18, 9]", fillcolor="#e581397f"] ;
2672 -> 2682 ;
2683 [label="America/New_York <= 0.5\ngini = 0.2604\nsamples = 13\nvalue = [11, 2]", fillcolor="#e58139d1"] ;
2682 -> 2683 ;
2684 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
2683 -> 2684 ;
2685 [label="products_count <= 8.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
2683 -> 2685 ;
2686 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
2685 -> 2686 ;
2687 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2685 -> 2687 ;
2688 [label="login_count <= 106.5\ngini = 0.5\nsamples = 14\nvalue = [7, 7]", fillcolor="#e5813900"] ;
2682 -> 2688 ;
2689 [label="Europe/London <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
2688 -> 2689 ;
2690 [label="gini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
2689 -> 2690 ;
2691 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2689 -> 2691 ;
2692 [label="login_count <= 119.0\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
2688 -> 2692 ;
2693 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2692 -> 2693 ;
2694 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2692 -> 2694 ;
2695 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2645 -> 2695 ;
2696 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2644 -> 2696 ;
2697 [label="login_count <= 110.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#e58139aa"] ;
2643 -> 2697 ;
2698 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
2697 -> 2698 ;
2699 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2697 -> 2699 ;
2700 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2642 -> 2700 ;
2701 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2641 -> 2701 ;
2702 [label="products_count <= 8.5\ngini = 0.4701\nsamples = 45\nvalue = [28, 17]", fillcolor="#e5813964"] ;
2640 -> 2702 ;
2703 [label="Europe/Berlin <= 0.5\ngini = 0.4918\nsamples = 39\nvalue = [22, 17]", fillcolor="#e581393a"] ;
2702 -> 2703 ;
2704 [label="Sidecar <= 0.5\ngini = 0.4821\nsamples = 37\nvalue = [22, 15]", fillcolor="#e5813951"] ;
2703 -> 2704 ;
2705 [label="login_count <= 148.5\ngini = 0.4978\nsamples = 30\nvalue = [16, 14]", fillcolor="#e5813920"] ;
2704 -> 2705 ;
2706 [label="Nova <= 0.5\ngini = 0.4444\nsamples = 18\nvalue = [12, 6]", fillcolor="#e581397f"] ;
2705 -> 2706 ;
2707 [label="Australia/Victoria <= 0.5\ngini = 0.4152\nsamples = 17\nvalue = [12, 5]", fillcolor="#e5813995"] ;
2706 -> 2707 ;
2708 [label="America/New_York <= 0.5\ngini = 0.375\nsamples = 16\nvalue = [12, 4]", fillcolor="#e58139aa"] ;
2707 -> 2708 ;
2709 [label="Europe/London <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e58139e3"] ;
2708 -> 2709 ;
2710 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
2709 -> 2710 ;
2711 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2709 -> 2711 ;
2712 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2711 -> 2712 ;
2713 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2711 -> 2713 ;
2714 [label="login_count <= 140.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
2708 -> 2714 ;
2715 [label="login_count <= 135.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
2714 -> 2715 ;
2716 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2715 -> 2716 ;
2717 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2715 -> 2717 ;
2718 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2714 -> 2718 ;
2719 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2707 -> 2719 ;
2720 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2706 -> 2720 ;
2721 [label="Good Vibes <= 0.5\ngini = 0.4444\nsamples = 12\nvalue = [4, 8]", fillcolor="#399de57f"] ;
2705 -> 2721 ;
2722 [label="Europe/London <= 0.5\ngini = 0.3967\nsamples = 11\nvalue = [3, 8]", fillcolor="#399de59f"] ;
2721 -> 2722 ;
2723 [label="Lunch Break <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
2722 -> 2723 ;
2724 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
2723 -> 2724 ;
2725 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2723 -> 2725 ;
2726 [label="login_count <= 151.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2722 -> 2726 ;
2727 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2726 -> 2727 ;
2728 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2726 -> 2728 ;
2729 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2721 -> 2729 ;
2730 [label="America/Denver <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
2704 -> 2730 ;
2731 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
2730 -> 2731 ;
2732 [label="login_count <= 144.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2730 -> 2732 ;
2733 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2732 -> 2733 ;
2734 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2732 -> 2734 ;
2735 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2703 -> 2735 ;
2736 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
2702 -> 2736 ;
2737 [label="login_count <= 158.5\ngini = 0.3878\nsamples = 19\nvalue = [14, 5]", fillcolor="#e58139a4"] ;
2639 -> 2737 ;
2738 [label="internet explorer <= 0.5\ngini = 0.3457\nsamples = 18\nvalue = [14, 4]", fillcolor="#e58139b6"] ;
2737 -> 2738 ;
2739 [label="login_count <= 121.0\ngini = 0.2907\nsamples = 17\nvalue = [14, 3]", fillcolor="#e58139c8"] ;
2738 -> 2739 ;
2740 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
2739 -> 2740 ;
2741 [label="safari <= 0.5\ngini = 0.4688\nsamples = 8\nvalue = [5, 3]", fillcolor="#e5813966"] ;
2739 -> 2741 ;
2742 [label="America/New_York <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
2741 -> 2742 ;
2743 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2742 -> 2743 ;
2744 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2742 -> 2744 ;
2745 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2744 -> 2745 ;
2746 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2744 -> 2746 ;
2747 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2741 -> 2747 ;
2748 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2738 -> 2748 ;
2749 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2737 -> 2749 ;
2750 [label="Europe/Paris <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
2566 -> 2750 ;
2751 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2750 -> 2751 ;
2752 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2750 -> 2752 ;
2753 [label="login_count <= 165.5\ngini = 0.4768\nsamples = 237\nvalue = [93, 144]", fillcolor="#399de55a"] ;
2565 -> 2753 ;
2754 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
2753 -> 2754 ;
2755 [label="Asia/Tokyo <= 0.5\ngini = 0.4824\nsamples = 229\nvalue = [93, 136]", fillcolor="#399de551"] ;
2753 -> 2755 ;
2756 [label="edge <= 0.5\ngini = 0.4804\nsamples = 227\nvalue = [91, 136]", fillcolor="#399de554"] ;
2755 -> 2756 ;
2757 [label="Foundry <= 0.5\ngini = 0.4782\nsamples = 225\nvalue = [89, 136]", fillcolor="#399de558"] ;
2756 -> 2757 ;
2758 [label="Australia/NSW <= 0.5\ngini = 0.4836\nsamples = 210\nvalue = [86, 124]", fillcolor="#399de54e"] ;
2757 -> 2758 ;
2759 [label="login_count <= 344.5\ngini = 0.48\nsamples = 205\nvalue = [82, 123]", fillcolor="#399de555"] ;
2758 -> 2759 ;
2760 [label="Ranger <= 0.5\ngini = 0.4617\nsamples = 130\nvalue = [47, 83]", fillcolor="#399de56f"] ;
2759 -> 2760 ;
2761 [label="Snakebite <= 0.5\ngini = 0.4692\nsamples = 125\nvalue = [47, 78]", fillcolor="#399de565"] ;
2760 -> 2761 ;
2762 [label="America/Nassau <= 0.5\ngini = 0.4628\nsamples = 121\nvalue = [44, 77]", fillcolor="#399de56d"] ;
2761 -> 2762 ;
2763 [label="Europe/Copenhagen <= 0.5\ngini = 0.4599\nsamples = 120\nvalue = [43, 77]", fillcolor="#399de571"] ;
2762 -> 2763 ;
2764 [label="Australia/South <= 0.5\ngini = 0.4567\nsamples = 119\nvalue = [42, 77]", fillcolor="#399de574"] ;
2763 -> 2764 ;
2765 [label="America/New_York <= 0.5\ngini = 0.4535\nsamples = 118\nvalue = [41, 77]", fillcolor="#399de577"] ;
2764 -> 2765 ;
2766 [label="login_count <= 216.5\ngini = 0.4274\nsamples = 84\nvalue = [26, 58]", fillcolor="#399de58d"] ;
2765 -> 2766 ;
2767 [label="Diamond <= 0.5\ngini = 0.4781\nsamples = 43\nvalue = [17, 26]", fillcolor="#399de558"] ;
2766 -> 2767 ;
2768 [label="gini = 0.464\nsamples = 41\nvalue = [15, 26]", fillcolor="#399de56c"] ;
2767 -> 2768 ;
2769 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2767 -> 2769 ;
2770 [label="Sidecar <= 0.5\ngini = 0.3427\nsamples = 41\nvalue = [9, 32]", fillcolor="#399de5b7"] ;
2766 -> 2770 ;
2771 [label="gini = 0.2778\nsamples = 36\nvalue = [6, 30]", fillcolor="#399de5cc"] ;
2770 -> 2771 ;
2772 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
2770 -> 2772 ;
2773 [label="login_count <= 256.0\ngini = 0.4931\nsamples = 34\nvalue = [15, 19]", fillcolor="#399de536"] ;
2765 -> 2773 ;
2774 [label="products_count <= 6.5\ngini = 0.4527\nsamples = 26\nvalue = [9, 17]", fillcolor="#399de578"] ;
2773 -> 2774 ;
2775 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2774 -> 2775 ;
2776 [label="gini = 0.4835\nsamples = 22\nvalue = [9, 13]", fillcolor="#399de54e"] ;
2774 -> 2776 ;
2777 [label="internet explorer <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#e58139aa"] ;
2773 -> 2777 ;
2778 [label="gini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
2777 -> 2778 ;
2779 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2777 -> 2779 ;
2780 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2764 -> 2780 ;
2781 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2763 -> 2781 ;
2782 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2762 -> 2782 ;
2783 [label="safari <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
2761 -> 2783 ;
2784 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2783 -> 2784 ;
2785 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2783 -> 2785 ;
2786 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
2760 -> 2786 ;
2787 [label="login_count <= 412.0\ngini = 0.4978\nsamples = 75\nvalue = [35, 40]", fillcolor="#399de520"] ;
2759 -> 2787 ;
2788 [label="safari <= 0.5\ngini = 0.4444\nsamples = 15\nvalue = [10, 5]", fillcolor="#e581397f"] ;
2787 -> 2788 ;
2789 [label="Lunch Break <= 0.5\ngini = 0.2975\nsamples = 11\nvalue = [9, 2]", fillcolor="#e58139c6"] ;
2788 -> 2789 ;
2790 [label="Europe/Rome <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e58139e3"] ;
2789 -> 2790 ;
2791 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
2790 -> 2791 ;
2792 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2790 -> 2792 ;
2793 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2789 -> 2793 ;
2794 [label="Luna <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2788 -> 2794 ;
2795 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2794 -> 2795 ;
2796 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2794 -> 2796 ;
2797 [label="login_count <= 437.5\ngini = 0.4861\nsamples = 60\nvalue = [25, 35]", fillcolor="#399de549"] ;
2787 -> 2797 ;
2798 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2797 -> 2798 ;
2799 [label="login_count <= 451.0\ngini = 0.4973\nsamples = 54\nvalue = [25, 29]", fillcolor="#399de523"] ;
2797 -> 2799 ;
2800 [label="products_count <= 8.0\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
2799 -> 2800 ;
2801 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
2800 -> 2801 ;
2802 [label="login_count <= 446.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2800 -> 2802 ;
2803 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2802 -> 2803 ;
2804 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2802 -> 2804 ;
2805 [label="Ranger <= 0.5\ngini = 0.4817\nsamples = 47\nvalue = [19, 28]", fillcolor="#399de552"] ;
2799 -> 2805 ;
2806 [label="products_count <= 8.5\ngini = 0.4628\nsamples = 44\nvalue = [16, 28]", fillcolor="#399de56d"] ;
2805 -> 2806 ;
2807 [label="products_count <= 6.5\ngini = 0.4911\nsamples = 30\nvalue = [13, 17]", fillcolor="#399de53c"] ;
2806 -> 2807 ;
2808 [label="safari <= 0.5\ngini = 0.3457\nsamples = 9\nvalue = [2, 7]", fillcolor="#399de5b6"] ;
2807 -> 2808 ;
2809 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2808 -> 2809 ;
2810 [label="login_count <= 585.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2808 -> 2810 ;
2811 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2810 -> 2811 ;
2812 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2810 -> 2812 ;
2813 [label="login_count <= 844.0\ngini = 0.4989\nsamples = 21\nvalue = [11, 10]", fillcolor="#e5813917"] ;
2807 -> 2813 ;
2814 [label="Lunch Break <= 0.5\ngini = 0.4592\nsamples = 14\nvalue = [9, 5]", fillcolor="#e5813971"] ;
2813 -> 2814 ;
2815 [label="gini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#e58139aa"] ;
2814 -> 2815 ;
2816 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2814 -> 2816 ;
2817 [label="Lunch Break <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
2813 -> 2817 ;
2818 [label="gini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
2817 -> 2818 ;
2819 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2817 -> 2819 ;
2820 [label="Sexy <= 0.5\ngini = 0.3367\nsamples = 14\nvalue = [3, 11]", fillcolor="#399de5b9"] ;
2806 -> 2820 ;
2821 [label="login_count <= 1950.5\ngini = 0.1528\nsamples = 12\nvalue = [1, 11]", fillcolor="#399de5e8"] ;
2820 -> 2821 ;
2822 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
2821 -> 2822 ;
2823 [label="login_count <= 6981.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2821 -> 2823 ;
2824 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2823 -> 2824 ;
2825 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2823 -> 2825 ;
2826 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2820 -> 2826 ;
2827 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2805 -> 2827 ;
2828 [label="safari <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
2758 -> 2828 ;
2829 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2828 -> 2829 ;
2830 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2828 -> 2830 ;
2831 [label="login_count <= 174.5\ngini = 0.32\nsamples = 15\nvalue = [3, 12]", fillcolor="#399de5bf"] ;
2757 -> 2831 ;
2832 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2831 -> 2832 ;
2833 [label="login_count <= 286.0\ngini = 0.2449\nsamples = 14\nvalue = [2, 12]", fillcolor="#399de5d4"] ;
2831 -> 2833 ;
2834 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
2833 -> 2834 ;
2835 [label="login_count <= 410.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
2833 -> 2835 ;
2836 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2835 -> 2836 ;
2837 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2836 -> 2837 ;
2838 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2836 -> 2838 ;
2839 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2835 -> 2839 ;
2840 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2756 -> 2840 ;
2841 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2755 -> 2841 ;
2842 [label="Sexy <= 0.5\ngini = 0.4736\nsamples = 909\nvalue = [350, 559]", fillcolor="#399de55f"] ;
2564 -> 2842 ;
2843 [label="Trace <= 0.5\ngini = 0.4644\nsamples = 832\nvalue = [305, 527]", fillcolor="#399de56b"] ;
2842 -> 2843 ;
2844 [label="login_count <= 225.5\ngini = 0.4712\nsamples = 784\nvalue = [298, 486]", fillcolor="#399de563"] ;
2843 -> 2844 ;
2845 [label="login_count <= 224.5\ngini = 0.4821\nsamples = 629\nvalue = [255, 374]", fillcolor="#399de551"] ;
2844 -> 2845 ;
2846 [label="Europe/Berlin <= 0.5\ngini = 0.4806\nsamples = 625\nvalue = [251, 374]", fillcolor="#399de554"] ;
2845 -> 2846 ;
2847 [label="safari <= 0.5\ngini = 0.4777\nsamples = 611\nvalue = [241, 370]", fillcolor="#399de559"] ;
2846 -> 2847 ;
2848 [label="Europe/Paris <= 0.5\ngini = 0.4885\nsamples = 422\nvalue = [179, 243]", fillcolor="#399de543"] ;
2847 -> 2848 ;
2849 [label="Australia/South <= 0.5\ngini = 0.4859\nsamples = 411\nvalue = [171, 240]", fillcolor="#399de549"] ;
2848 -> 2849 ;
2850 [label="America/Chicago <= 0.5\ngini = 0.4876\nsamples = 406\nvalue = [171, 235]", fillcolor="#399de545"] ;
2849 -> 2850 ;
2851 [label="login_count <= 47.5\ngini = 0.4921\nsamples = 359\nvalue = [157, 202]", fillcolor="#399de539"] ;
2850 -> 2851 ;
2852 [label="firefox <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
2851 -> 2852 ;
2853 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
2852 -> 2853 ;
2854 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2852 -> 2854 ;
2855 [label="Luna <= 0.5\ngini = 0.4941\nsamples = 350\nvalue = [156, 194]", fillcolor="#399de532"] ;
2851 -> 2855 ;
2856 [label="America/Toronto <= 0.5\ngini = 0.4999\nsamples = 186\nvalue = [92, 94]", fillcolor="#399de505"] ;
2855 -> 2856 ;
2857 [label="login_count <= 59.5\ngini = 0.4999\nsamples = 182\nvalue = [92, 90]", fillcolor="#e5813906"] ;
2856 -> 2857 ;
2858 [label="edge <= 0.5\ngini = 0.4352\nsamples = 25\nvalue = [17, 8]", fillcolor="#e5813987"] ;
2857 -> 2858 ;
2859 [label="products_count <= 11.5\ngini = 0.3512\nsamples = 22\nvalue = [17, 5]", fillcolor="#e58139b4"] ;
2858 -> 2859 ;
2860 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
2859 -> 2860 ;
2861 [label="gini = 0.4297\nsamples = 16\nvalue = [11, 5]", fillcolor="#e581398b"] ;
2859 -> 2861 ;
2862 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2858 -> 2862 ;
2863 [label="login_count <= 65.5\ngini = 0.499\nsamples = 157\nvalue = [75, 82]", fillcolor="#399de516"] ;
2857 -> 2863 ;
2864 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
2863 -> 2864 ;
2865 [label="products_count <= 10.5\ngini = 0.5\nsamples = 149\nvalue = [75, 74]", fillcolor="#e5813903"] ;
2863 -> 2865 ;
2866 [label="gini = 0.4579\nsamples = 31\nvalue = [11, 20]", fillcolor="#399de573"] ;
2865 -> 2866 ;
2867 [label="gini = 0.4964\nsamples = 118\nvalue = [64, 54]", fillcolor="#e5813928"] ;
2865 -> 2867 ;
2868 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2856 -> 2868 ;
2869 [label="Europe/London <= 0.5\ngini = 0.4759\nsamples = 164\nvalue = [64, 100]", fillcolor="#399de55c"] ;
2855 -> 2869 ;
2870 [label="Europe/Amsterdam <= 0.5\ngini = 0.4603\nsamples = 142\nvalue = [51, 91]", fillcolor="#399de570"] ;
2869 -> 2870 ;
2871 [label="login_count <= 139.0\ngini = 0.455\nsamples = 140\nvalue = [49, 91]", fillcolor="#399de576"] ;
2870 -> 2871 ;
2872 [label="Europe/Madrid <= 0.5\ngini = 0.4753\nsamples = 108\nvalue = [42, 66]", fillcolor="#399de55d"] ;
2871 -> 2872 ;
2873 [label="gini = 0.4688\nsamples = 104\nvalue = [39, 65]", fillcolor="#399de566"] ;
2872 -> 2873 ;
2874 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
2872 -> 2874 ;
2875 [label="Australia/Victoria <= 0.5\ngini = 0.3418\nsamples = 32\nvalue = [7, 25]", fillcolor="#399de5b8"] ;
2871 -> 2875 ;
2876 [label="gini = 0.2854\nsamples = 29\nvalue = [5, 24]", fillcolor="#399de5ca"] ;
2875 -> 2876 ;
2877 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2875 -> 2877 ;
2878 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2870 -> 2878 ;
2879 [label="products_count <= 11.5\ngini = 0.4835\nsamples = 22\nvalue = [13, 9]", fillcolor="#e581394e"] ;
2869 -> 2879 ;
2880 [label="login_count <= 81.0\ngini = 0.32\nsamples = 10\nvalue = [8, 2]", fillcolor="#e58139bf"] ;
2879 -> 2880 ;
2881 [label="login_count <= 50.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2880 -> 2881 ;
2882 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2881 -> 2882 ;
2883 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2881 -> 2883 ;
2884 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
2880 -> 2884 ;
2885 [label="login_count <= 59.5\ngini = 0.4861\nsamples = 12\nvalue = [5, 7]", fillcolor="#399de549"] ;
2879 -> 2885 ;
2886 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2885 -> 2886 ;
2887 [label="products_count <= 13.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
2885 -> 2887 ;
2888 [label="gini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
2887 -> 2888 ;
2889 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
2887 -> 2889 ;
2890 [label="login_count <= 116.5\ngini = 0.4183\nsamples = 47\nvalue = [14, 33]", fillcolor="#399de593"] ;
2850 -> 2890 ;
2891 [label="Sidecar <= 0.5\ngini = 0.4938\nsamples = 27\nvalue = [12, 15]", fillcolor="#399de533"] ;
2890 -> 2891 ;
2892 [label="products_count <= 13.5\ngini = 0.4537\nsamples = 23\nvalue = [8, 15]", fillcolor="#399de577"] ;
2891 -> 2892 ;
2893 [label="Lunch Break <= 0.5\ngini = 0.4875\nsamples = 19\nvalue = [8, 11]", fillcolor="#399de546"] ;
2892 -> 2893 ;
2894 [label="login_count <= 63.0\ngini = 0.497\nsamples = 13\nvalue = [7, 6]", fillcolor="#e5813924"] ;
2893 -> 2894 ;
2895 [label="Luna <= 0.5\ngini = 0.4444\nsamples = 9\nvalue = [3, 6]", fillcolor="#399de57f"] ;
2894 -> 2895 ;
2896 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2895 -> 2896 ;
2897 [label="gini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
2895 -> 2897 ;
2898 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2894 -> 2898 ;
2899 [label="login_count <= 46.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
2893 -> 2899 ;
2900 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2899 -> 2900 ;
2901 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
2899 -> 2901 ;
2902 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2892 -> 2902 ;
2903 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2891 -> 2903 ;
2904 [label="Ranger <= 0.5\ngini = 0.18\nsamples = 20\nvalue = [2, 18]", fillcolor="#399de5e3"] ;
2890 -> 2904 ;
2905 [label="products_count <= 10.5\ngini = 0.1049\nsamples = 18\nvalue = [1, 17]", fillcolor="#399de5f0"] ;
2904 -> 2905 ;
2906 [label="login_count <= 137.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2905 -> 2906 ;
2907 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2906 -> 2907 ;
2908 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2906 -> 2908 ;
2909 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]", fillcolor="#399de5ff"] ;
2905 -> 2909 ;
2910 [label="products_count <= 12.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2904 -> 2910 ;
2911 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2910 -> 2911 ;
2912 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2910 -> 2912 ;
2913 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
2849 -> 2913 ;
2914 [label="products_count <= 11.5\ngini = 0.3967\nsamples = 11\nvalue = [8, 3]", fillcolor="#e581399f"] ;
2848 -> 2914 ;
2915 [label="login_count <= 56.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2914 -> 2915 ;
2916 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2915 -> 2916 ;
2917 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2915 -> 2917 ;
2918 [label="login_count <= 145.0\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
2914 -> 2918 ;
2919 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2918 -> 2919 ;
2920 [label="login_count <= 185.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
2918 -> 2920 ;
2921 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2920 -> 2921 ;
2922 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
2920 -> 2922 ;
2923 [label="Europe/Brussels <= 0.5\ngini = 0.4409\nsamples = 189\nvalue = [62, 127]", fillcolor="#399de583"] ;
2847 -> 2923 ;
2924 [label="Australia/Victoria <= 0.5\ngini = 0.4358\nsamples = 187\nvalue = [60, 127]", fillcolor="#399de587"] ;
2923 -> 2924 ;
2925 [label="Ranger <= 0.5\ngini = 0.4444\nsamples = 180\nvalue = [60, 120]", fillcolor="#399de57f"] ;
2924 -> 2925 ;
2926 [label="PickleJuice <= 0.5\ngini = 0.4531\nsamples = 173\nvalue = [60, 113]", fillcolor="#399de578"] ;
2925 -> 2926 ;
2927 [label="products_count <= 11.5\ngini = 0.4604\nsamples = 167\nvalue = [60, 107]", fillcolor="#399de570"] ;
2926 -> 2927 ;
2928 [label="Sidecar <= 0.5\ngini = 0.4082\nsamples = 84\nvalue = [24, 60]", fillcolor="#399de599"] ;
2927 -> 2928 ;
2929 [label="Australia/NSW <= 0.5\ngini = 0.3817\nsamples = 74\nvalue = [19, 55]", fillcolor="#399de5a7"] ;
2928 -> 2929 ;
2930 [label="products_count <= 10.5\ngini = 0.3716\nsamples = 73\nvalue = [18, 55]", fillcolor="#399de5ac"] ;
2929 -> 2930 ;
2931 [label="login_count <= 165.5\ngini = 0.4444\nsamples = 39\nvalue = [13, 26]", fillcolor="#399de57f"] ;
2930 -> 2931 ;
2932 [label="gini = 0.4775\nsamples = 33\nvalue = [13, 20]", fillcolor="#399de559"] ;
2931 -> 2932 ;
2933 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2931 -> 2933 ;
2934 [label="Platinum <= 0.5\ngini = 0.2509\nsamples = 34\nvalue = [5, 29]", fillcolor="#399de5d3"] ;
2930 -> 2934 ;
2935 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2934 -> 2935 ;
2936 [label="gini = 0.213\nsamples = 33\nvalue = [4, 29]", fillcolor="#399de5dc"] ;
2934 -> 2936 ;
2937 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2929 -> 2937 ;
2938 [label="America/Los_Angeles <= 0.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
2928 -> 2938 ;
2939 [label="Diamond <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
2938 -> 2939 ;
2940 [label="login_count <= 62.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
2939 -> 2940 ;
2941 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2940 -> 2941 ;
2942 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2940 -> 2942 ;
2943 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2939 -> 2943 ;
2944 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2938 -> 2944 ;
2945 [label="login_count <= 87.5\ngini = 0.4912\nsamples = 83\nvalue = [36, 47]", fillcolor="#399de53c"] ;
2927 -> 2945 ;
2946 [label="Luna <= 0.5\ngini = 0.4945\nsamples = 38\nvalue = [21, 17]", fillcolor="#e5813931"] ;
2945 -> 2946 ;
2947 [label="Titanium <= 0.5\ngini = 0.4628\nsamples = 22\nvalue = [8, 14]", fillcolor="#399de56d"] ;
2946 -> 2947 ;
2948 [label="America/Phoenix <= 0.5\ngini = 0.4444\nsamples = 21\nvalue = [7, 14]", fillcolor="#399de57f"] ;
2947 -> 2948 ;
2949 [label="gini = 0.42\nsamples = 20\nvalue = [6, 14]", fillcolor="#399de592"] ;
2948 -> 2949 ;
2950 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2948 -> 2950 ;
2951 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2947 -> 2951 ;
2952 [label="login_count <= 86.5\ngini = 0.3047\nsamples = 16\nvalue = [13, 3]", fillcolor="#e58139c4"] ;
2946 -> 2952 ;
2953 [label="login_count <= 68.5\ngini = 0.2449\nsamples = 14\nvalue = [12, 2]", fillcolor="#e58139d4"] ;
2952 -> 2953 ;
2954 [label="gini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
2953 -> 2954 ;
2955 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
2953 -> 2955 ;
2956 [label="products_count <= 13.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2952 -> 2956 ;
2957 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2956 -> 2957 ;
2958 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2956 -> 2958 ;
2959 [label="login_count <= 111.5\ngini = 0.4444\nsamples = 45\nvalue = [15, 30]", fillcolor="#399de57f"] ;
2945 -> 2959 ;
2960 [label="Europe/London <= 0.5\ngini = 0.1528\nsamples = 12\nvalue = [1, 11]", fillcolor="#399de5e8"] ;
2959 -> 2960 ;
2961 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
2960 -> 2961 ;
2962 [label="products_count <= 12.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
2960 -> 2962 ;
2963 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2962 -> 2963 ;
2964 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2962 -> 2964 ;
2965 [label="login_count <= 208.5\ngini = 0.4885\nsamples = 33\nvalue = [14, 19]", fillcolor="#399de543"] ;
2959 -> 2965 ;
2966 [label="login_count <= 121.0\ngini = 0.4745\nsamples = 31\nvalue = [12, 19]", fillcolor="#399de55e"] ;
2965 -> 2966 ;
2967 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
2966 -> 2967 ;
2968 [label="gini = 0.4444\nsamples = 27\nvalue = [9, 18]", fillcolor="#399de57f"] ;
2966 -> 2968 ;
2969 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2965 -> 2969 ;
2970 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
2926 -> 2970 ;
2971 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
2925 -> 2971 ;
2972 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
2924 -> 2972 ;
2973 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
2923 -> 2973 ;
2974 [label="login_count <= 53.5\ngini = 0.4082\nsamples = 14\nvalue = [10, 4]", fillcolor="#e5813999"] ;
2846 -> 2974 ;
2975 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2974 -> 2975 ;
2976 [label="login_count <= 216.5\ngini = 0.355\nsamples = 13\nvalue = [10, 3]", fillcolor="#e58139b3"] ;
2974 -> 2976 ;
2977 [label="products_count <= 11.5\ngini = 0.2778\nsamples = 12\nvalue = [10, 2]", fillcolor="#e58139cc"] ;
2976 -> 2977 ;
2978 [label="products_count <= 10.5\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
2977 -> 2978 ;
2979 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2978 -> 2979 ;
2980 [label="login_count <= 58.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
2978 -> 2980 ;
2981 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2980 -> 2981 ;
2982 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
2980 -> 2982 ;
2983 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
2977 -> 2983 ;
2984 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
2976 -> 2984 ;
2985 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
2845 -> 2985 ;
2986 [label="login_count <= 256.5\ngini = 0.4009\nsamples = 155\nvalue = [43, 112]", fillcolor="#399de59d"] ;
2844 -> 2986 ;
2987 [label="Europe/Bucharest <= 0.5\ngini = 0.2449\nsamples = 28\nvalue = [4, 24]", fillcolor="#399de5d4"] ;
2986 -> 2987 ;
2988 [label="Lunch Break <= 0.5\ngini = 0.1975\nsamples = 27\nvalue = [3, 24]", fillcolor="#399de5df"] ;
2987 -> 2988 ;
2989 [label="login_count <= 232.5\ngini = 0.0907\nsamples = 21\nvalue = [1, 20]", fillcolor="#399de5f2"] ;
2988 -> 2989 ;
2990 [label="Good Vibes <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
2989 -> 2990 ;
2991 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
2990 -> 2991 ;
2992 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2990 -> 2992 ;
2993 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]", fillcolor="#399de5ff"] ;
2989 -> 2993 ;
2994 [label="Australia/Victoria <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
2988 -> 2994 ;
2995 [label="products_count <= 13.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
2994 -> 2995 ;
2996 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
2995 -> 2996 ;
2997 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2995 -> 2997 ;
2998 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2994 -> 2998 ;
2999 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
2987 -> 2999 ;
3000 [label="login_count <= 284.5\ngini = 0.4256\nsamples = 127\nvalue = [39, 88]", fillcolor="#399de58e"] ;
2986 -> 3000 ;
3001 [label="Good Vibes <= 0.5\ngini = 0.4592\nsamples = 14\nvalue = [9, 5]", fillcolor="#e5813971"] ;
3000 -> 3001 ;
3002 [label="login_count <= 263.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#e58139aa"] ;
3001 -> 3002 ;
3003 [label="login_count <= 257.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
3002 -> 3003 ;
3004 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3003 -> 3004 ;
3005 [label="Lunch Break <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
3003 -> 3005 ;
3006 [label="Sidecar <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3005 -> 3006 ;
3007 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3006 -> 3007 ;
3008 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3006 -> 3008 ;
3009 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3005 -> 3009 ;
3010 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
3002 -> 3010 ;
3011 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3001 -> 3011 ;
3012 [label="edge <= 0.5\ngini = 0.39\nsamples = 113\nvalue = [30, 83]", fillcolor="#399de5a3"] ;
3000 -> 3012 ;
3013 [label="Europe/Amsterdam <= 0.5\ngini = 0.375\nsamples = 108\nvalue = [27, 81]", fillcolor="#399de5aa"] ;
3012 -> 3013 ;
3014 [label="Pacific/Auckland <= 0.5\ngini = 0.3679\nsamples = 107\nvalue = [26, 81]", fillcolor="#399de5ad"] ;
3013 -> 3014 ;
3015 [label="Europe/Madrid <= 0.5\ngini = 0.3604\nsamples = 106\nvalue = [25, 81]", fillcolor="#399de5b0"] ;
3014 -> 3015 ;
3016 [label="login_count <= 3997.0\ngini = 0.3527\nsamples = 105\nvalue = [24, 81]", fillcolor="#399de5b3"] ;
3015 -> 3016 ;
3017 [label="Europe/Rome <= 0.5\ngini = 0.3445\nsamples = 104\nvalue = [23, 81]", fillcolor="#399de5b7"] ;
3016 -> 3017 ;
3018 [label="Lunch Break <= 0.5\ngini = 0.3359\nsamples = 103\nvalue = [22, 81]", fillcolor="#399de5ba"] ;
3017 -> 3018 ;
3019 [label="Ranger <= 0.5\ngini = 0.3634\nsamples = 88\nvalue = [21, 67]", fillcolor="#399de5af"] ;
3018 -> 3019 ;
3020 [label="login_count <= 1069.0\ngini = 0.375\nsamples = 84\nvalue = [21, 63]", fillcolor="#399de5aa"] ;
3019 -> 3020 ;
3021 [label="login_count <= 548.0\ngini = 0.3491\nsamples = 71\nvalue = [16, 55]", fillcolor="#399de5b5"] ;
3020 -> 3021 ;
3022 [label="gini = 0.4082\nsamples = 49\nvalue = [14, 35]", fillcolor="#399de599"] ;
3021 -> 3022 ;
3023 [label="gini = 0.1653\nsamples = 22\nvalue = [2, 20]", fillcolor="#399de5e6"] ;
3021 -> 3023 ;
3024 [label="products_count <= 13.5\ngini = 0.4734\nsamples = 13\nvalue = [5, 8]", fillcolor="#399de560"] ;
3020 -> 3024 ;
3025 [label="gini = 0.32\nsamples = 10\nvalue = [2, 8]", fillcolor="#399de5bf"] ;
3024 -> 3025 ;
3026 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3024 -> 3026 ;
3027 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3019 -> 3027 ;
3028 [label="America/Chicago <= 0.5\ngini = 0.1244\nsamples = 15\nvalue = [1, 14]", fillcolor="#399de5ed"] ;
3018 -> 3028 ;
3029 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]", fillcolor="#399de5ff"] ;
3028 -> 3029 ;
3030 [label="login_count <= 470.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3028 -> 3030 ;
3031 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3030 -> 3031 ;
3032 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3030 -> 3032 ;
3033 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3017 -> 3033 ;
3034 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3016 -> 3034 ;
3035 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3015 -> 3035 ;
3036 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3014 -> 3036 ;
3037 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3013 -> 3037 ;
3038 [label="products_count <= 12.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
3012 -> 3038 ;
3039 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3038 -> 3039 ;
3040 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3038 -> 3040 ;
3041 [label="Europe/Paris <= 0.5\ngini = 0.2491\nsamples = 48\nvalue = [7, 41]", fillcolor="#399de5d3"] ;
2843 -> 3041 ;
3042 [label="login_count <= 90.0\ngini = 0.1938\nsamples = 46\nvalue = [5, 41]", fillcolor="#399de5e0"] ;
3041 -> 3042 ;
3043 [label="login_count <= 85.0\ngini = 0.2934\nsamples = 28\nvalue = [5, 23]", fillcolor="#399de5c8"] ;
3042 -> 3043 ;
3044 [label="America/Los_Angeles <= 0.5\ngini = 0.2112\nsamples = 25\nvalue = [3, 22]", fillcolor="#399de5dc"] ;
3043 -> 3044 ;
3045 [label="login_count <= 60.5\ngini = 0.1588\nsamples = 23\nvalue = [2, 21]", fillcolor="#399de5e7"] ;
3044 -> 3045 ;
3046 [label="login_count <= 54.0\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
3045 -> 3046 ;
3047 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3046 -> 3047 ;
3048 [label="products_count <= 13.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3046 -> 3048 ;
3049 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3048 -> 3049 ;
3050 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3048 -> 3050 ;
3051 [label="gini = 0.0\nsamples = 16\nvalue = [0, 16]", fillcolor="#399de5ff"] ;
3045 -> 3051 ;
3052 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3044 -> 3052 ;
3053 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3052 -> 3053 ;
3054 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3052 -> 3054 ;
3055 [label="Australia/Queensland <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3043 -> 3055 ;
3056 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3055 -> 3056 ;
3057 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3055 -> 3057 ;
3058 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]", fillcolor="#399de5ff"] ;
3042 -> 3058 ;
3059 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3041 -> 3059 ;
3060 [label="America/New_York <= 0.5\ngini = 0.4857\nsamples = 77\nvalue = [45, 32]", fillcolor="#e581394a"] ;
2842 -> 3060 ;
3061 [label="safari <= 0.5\ngini = 0.4592\nsamples = 56\nvalue = [36, 20]", fillcolor="#e5813971"] ;
3060 -> 3061 ;
3062 [label="edge <= 0.5\ngini = 0.3682\nsamples = 37\nvalue = [28, 9]", fillcolor="#e58139ad"] ;
3061 -> 3062 ;
3063 [label="America/Chicago <= 0.5\ngini = 0.3457\nsamples = 36\nvalue = [28, 8]", fillcolor="#e58139b6"] ;
3062 -> 3063 ;
3064 [label="chrome <= 0.5\ngini = 0.2778\nsamples = 30\nvalue = [25, 5]", fillcolor="#e58139cc"] ;
3063 -> 3064 ;
3065 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
3064 -> 3065 ;
3066 [label="America/Denver <= 0.5\ngini = 0.3512\nsamples = 22\nvalue = [17, 5]", fillcolor="#e58139b4"] ;
3064 -> 3066 ;
3067 [label="login_count <= 114.0\ngini = 0.3084\nsamples = 21\nvalue = [17, 4]", fillcolor="#e58139c3"] ;
3066 -> 3067 ;
3068 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
3067 -> 3068 ;
3069 [label="login_count <= 129.5\ngini = 0.4082\nsamples = 14\nvalue = [10, 4]", fillcolor="#e5813999"] ;
3067 -> 3069 ;
3070 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3069 -> 3070 ;
3071 [label="America/Toronto <= 0.5\ngini = 0.355\nsamples = 13\nvalue = [10, 3]", fillcolor="#e58139b3"] ;
3069 -> 3071 ;
3072 [label="America/Los_Angeles <= 0.5\ngini = 0.2778\nsamples = 12\nvalue = [10, 2]", fillcolor="#e58139cc"] ;
3071 -> 3072 ;
3073 [label="login_count <= 226.0\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
3072 -> 3073 ;
3074 [label="login_count <= 208.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3073 -> 3074 ;
3075 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3074 -> 3075 ;
3076 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3074 -> 3076 ;
3077 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
3073 -> 3077 ;
3078 [label="products_count <= 10.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3072 -> 3078 ;
3079 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3078 -> 3079 ;
3080 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3078 -> 3080 ;
3081 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3071 -> 3081 ;
3082 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3066 -> 3082 ;
3083 [label="login_count <= 140.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
3063 -> 3083 ;
3084 [label="login_count <= 104.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
3083 -> 3084 ;
3085 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3084 -> 3085 ;
3086 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3084 -> 3086 ;
3087 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3083 -> 3087 ;
3088 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3062 -> 3088 ;
3089 [label="login_count <= 244.0\ngini = 0.4875\nsamples = 19\nvalue = [8, 11]", fillcolor="#399de546"] ;
3061 -> 3089 ;
3090 [label="login_count <= 124.0\ngini = 0.4959\nsamples = 11\nvalue = [6, 5]", fillcolor="#e581392a"] ;
3089 -> 3090 ;
3091 [label="products_count <= 11.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
3090 -> 3091 ;
3092 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3091 -> 3092 ;
3093 [label="products_count <= 12.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3091 -> 3093 ;
3094 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3093 -> 3094 ;
3095 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3093 -> 3095 ;
3096 [label="login_count <= 200.0\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
3090 -> 3096 ;
3097 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
3096 -> 3097 ;
3098 [label="America/Los_Angeles <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3096 -> 3098 ;
3099 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3098 -> 3099 ;
3100 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3098 -> 3100 ;
3101 [label="Australia/Victoria <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
3089 -> 3101 ;
3102 [label="login_count <= 944.0\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
3101 -> 3102 ;
3103 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3102 -> 3103 ;
3104 [label="products_count <= 13.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3102 -> 3104 ;
3105 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3104 -> 3105 ;
3106 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3104 -> 3106 ;
3107 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3101 -> 3107 ;
3108 [label="chrome <= 0.5\ngini = 0.4898\nsamples = 21\nvalue = [9, 12]", fillcolor="#399de540"] ;
3060 -> 3108 ;
3109 [label="internet explorer <= 0.5\ngini = 0.4628\nsamples = 11\nvalue = [7, 4]", fillcolor="#e581396d"] ;
3108 -> 3109 ;
3110 [label="login_count <= 156.0\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
3109 -> 3110 ;
3111 [label="safari <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3110 -> 3111 ;
3112 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3111 -> 3112 ;
3113 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3111 -> 3113 ;
3114 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
3110 -> 3114 ;
3115 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3109 -> 3115 ;
3116 [label="products_count <= 12.5\ngini = 0.32\nsamples = 10\nvalue = [2, 8]", fillcolor="#399de5bf"] ;
3108 -> 3116 ;
3117 [label="products_count <= 11.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
3116 -> 3117 ;
3118 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3117 -> 3118 ;
3119 [label="login_count <= 173.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3117 -> 3119 ;
3120 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3119 -> 3120 ;
3121 [label="login_count <= 232.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3119 -> 3121 ;
3122 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3121 -> 3122 ;
3123 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3121 -> 3123 ;
3124 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
3116 -> 3124 ;
3125 [label="login_count <= 69.5\ngini = 0.4256\nsamples = 368\nvalue = [113, 255]", fillcolor="#399de58e"] ;
2563 -> 3125 ;
3126 [label="products_count <= 7.5\ngini = 0.497\nsamples = 104\nvalue = [48, 56]", fillcolor="#399de524"] ;
3125 -> 3126 ;
3127 [label="login_count <= 64.5\ngini = 0.32\nsamples = 20\nvalue = [4, 16]", fillcolor="#399de5bf"] ;
3126 -> 3127 ;
3128 [label="login_count <= 58.5\ngini = 0.1244\nsamples = 15\nvalue = [1, 14]", fillcolor="#399de5ed"] ;
3127 -> 3128 ;
3129 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
3128 -> 3129 ;
3130 [label="login_count <= 59.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
3128 -> 3130 ;
3131 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3130 -> 3131 ;
3132 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3130 -> 3132 ;
3133 [label="login_count <= 66.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
3127 -> 3133 ;
3134 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3133 -> 3134 ;
3135 [label="Australia/Queensland <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3133 -> 3135 ;
3136 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3135 -> 3136 ;
3137 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3135 -> 3137 ;
3138 [label="login_count <= 49.5\ngini = 0.4989\nsamples = 84\nvalue = [44, 40]", fillcolor="#e5813917"] ;
3126 -> 3138 ;
3139 [label="America/Los_Angeles <= 0.5\ngini = 0.4082\nsamples = 21\nvalue = [15, 6]", fillcolor="#e5813999"] ;
3138 -> 3139 ;
3140 [label="edge <= 0.5\ngini = 0.2778\nsamples = 18\nvalue = [15, 3]", fillcolor="#e58139cc"] ;
3139 -> 3140 ;
3141 [label="America/New_York <= 0.5\ngini = 0.2076\nsamples = 17\nvalue = [15, 2]", fillcolor="#e58139dd"] ;
3140 -> 3141 ;
3142 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139ff"] ;
3141 -> 3142 ;
3143 [label="products_count <= 12.0\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
3141 -> 3143 ;
3144 [label="products_count <= 10.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
3143 -> 3144 ;
3145 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3144 -> 3145 ;
3146 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3144 -> 3146 ;
3147 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3143 -> 3147 ;
3148 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3140 -> 3148 ;
3149 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3139 -> 3149 ;
3150 [label="Europe/London <= 0.5\ngini = 0.4969\nsamples = 63\nvalue = [29, 34]", fillcolor="#399de525"] ;
3138 -> 3150 ;
3151 [label="login_count <= 50.5\ngini = 0.4993\nsamples = 54\nvalue = [28, 26]", fillcolor="#e5813912"] ;
3150 -> 3151 ;
3152 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3151 -> 3152 ;
3153 [label="login_count <= 65.5\ngini = 0.4952\nsamples = 51\nvalue = [28, 23]", fillcolor="#e581392e"] ;
3151 -> 3153 ;
3154 [label="login_count <= 63.5\ngini = 0.4991\nsamples = 48\nvalue = [25, 23]", fillcolor="#e5813914"] ;
3153 -> 3154 ;
3155 [label="Pacific/Honolulu <= 0.5\ngini = 0.4932\nsamples = 43\nvalue = [24, 19]", fillcolor="#e5813935"] ;
3154 -> 3155 ;
3156 [label="America/Chicago <= 0.5\ngini = 0.4854\nsamples = 41\nvalue = [24, 17]", fillcolor="#e581394a"] ;
3155 -> 3156 ;
3157 [label="America/Denver <= 0.5\ngini = 0.4704\nsamples = 37\nvalue = [23, 14]", fillcolor="#e5813964"] ;
3156 -> 3157 ;
3158 [label="login_count <= 62.5\ngini = 0.4614\nsamples = 36\nvalue = [23, 13]", fillcolor="#e581396f"] ;
3157 -> 3158 ;
3159 [label="America/Los_Angeles <= 0.5\ngini = 0.4775\nsamples = 33\nvalue = [20, 13]", fillcolor="#e5813959"] ;
3158 -> 3159 ;
3160 [label="products_count <= 10.5\ngini = 0.4444\nsamples = 27\nvalue = [18, 9]", fillcolor="#e581397f"] ;
3159 -> 3160 ;
3161 [label="Australia/South <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
3160 -> 3161 ;
3162 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
3161 -> 3162 ;
3163 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3161 -> 3163 ;
3164 [label="login_count <= 54.0\ngini = 0.4938\nsamples = 18\nvalue = [10, 8]", fillcolor="#e5813933"] ;
3160 -> 3164 ;
3165 [label="products_count <= 12.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
3164 -> 3165 ;
3166 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3165 -> 3166 ;
3167 [label="firefox <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3165 -> 3167 ;
3168 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3167 -> 3168 ;
3169 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3167 -> 3169 ;
3170 [label="Europe/Paris <= 0.5\ngini = 0.4861\nsamples = 12\nvalue = [5, 7]", fillcolor="#399de549"] ;
3164 -> 3170 ;
3171 [label="login_count <= 58.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
3170 -> 3171 ;
3172 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3171 -> 3172 ;
3173 [label="gini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
3171 -> 3173 ;
3174 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3170 -> 3174 ;
3175 [label="login_count <= 55.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
3159 -> 3175 ;
3176 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3175 -> 3176 ;
3177 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3176 -> 3177 ;
3178 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3176 -> 3178 ;
3179 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3175 -> 3179 ;
3180 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3158 -> 3180 ;
3181 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3157 -> 3181 ;
3182 [label="login_count <= 59.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
3156 -> 3182 ;
3183 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3182 -> 3183 ;
3184 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3182 -> 3184 ;
3185 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3155 -> 3185 ;
3186 [label="Diamond <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
3154 -> 3186 ;
3187 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3186 -> 3187 ;
3188 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3186 -> 3188 ;
3189 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3153 -> 3189 ;
3190 [label="edge <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
3150 -> 3190 ;
3191 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
3190 -> 3191 ;
3192 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3190 -> 3192 ;
3193 [label="Europe/Paris <= 0.5\ngini = 0.3712\nsamples = 264\nvalue = [65, 199]", fillcolor="#399de5ac"] ;
3125 -> 3193 ;
3194 [label="Europe/Brussels <= 0.5\ngini = 0.3601\nsamples = 259\nvalue = [61, 198]", fillcolor="#399de5b0"] ;
3193 -> 3194 ;
3195 [label="login_count <= 76.5\ngini = 0.3537\nsamples = 257\nvalue = [59, 198]", fillcolor="#399de5b3"] ;
3194 -> 3195 ;
3196 [label="Australia/Victoria <= 0.5\ngini = 0.0868\nsamples = 22\nvalue = [1, 21]", fillcolor="#399de5f3"] ;
3195 -> 3196 ;
3197 [label="gini = 0.0\nsamples = 20\nvalue = [0, 20]", fillcolor="#399de5ff"] ;
3196 -> 3197 ;
3198 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3196 -> 3198 ;
3199 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3198 -> 3199 ;
3200 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3198 -> 3200 ;
3201 [label="login_count <= 84.5\ngini = 0.3718\nsamples = 235\nvalue = [58, 177]", fillcolor="#399de5ab"] ;
3195 -> 3201 ;
3202 [label="Australia/Victoria <= 0.5\ngini = 0.4898\nsamples = 21\nvalue = [9, 12]", fillcolor="#399de540"] ;
3201 -> 3202 ;
3203 [label="login_count <= 83.0\ngini = 0.4654\nsamples = 19\nvalue = [7, 12]", fillcolor="#399de56a"] ;
3202 -> 3203 ;
3204 [label="firefox <= 0.5\ngini = 0.4444\nsamples = 18\nvalue = [6, 12]", fillcolor="#399de57f"] ;
3203 -> 3204 ;
3205 [label="products_count <= 13.5\ngini = 0.4152\nsamples = 17\nvalue = [5, 12]", fillcolor="#399de595"] ;
3204 -> 3205 ;
3206 [label="products_count <= 11.5\ngini = 0.375\nsamples = 16\nvalue = [4, 12]", fillcolor="#399de5aa"] ;
3205 -> 3206 ;
3207 [label="products_count <= 9.5\ngini = 0.4628\nsamples = 11\nvalue = [4, 7]", fillcolor="#399de56d"] ;
3206 -> 3207 ;
3208 [label="chrome <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
3207 -> 3208 ;
3209 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3208 -> 3209 ;
3210 [label="login_count <= 80.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3208 -> 3210 ;
3211 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3210 -> 3211 ;
3212 [label="products_count <= 7.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3210 -> 3212 ;
3213 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3212 -> 3213 ;
3214 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3212 -> 3214 ;
3215 [label="chrome <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
3207 -> 3215 ;
3216 [label="login_count <= 79.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3215 -> 3216 ;
3217 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3216 -> 3217 ;
3218 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3216 -> 3218 ;
3219 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3215 -> 3219 ;
3220 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
3206 -> 3220 ;
3221 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3205 -> 3221 ;
3222 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3204 -> 3222 ;
3223 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3203 -> 3223 ;
3224 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3202 -> 3224 ;
3225 [label="chrome <= 0.5\ngini = 0.3531\nsamples = 214\nvalue = [49, 165]", fillcolor="#399de5b3"] ;
3201 -> 3225 ;
3226 [label="login_count <= 162.0\ngini = 0.2845\nsamples = 99\nvalue = [17, 82]", fillcolor="#399de5ca"] ;
3225 -> 3226 ;
3227 [label="login_count <= 140.5\ngini = 0.3888\nsamples = 53\nvalue = [14, 39]", fillcolor="#399de5a3"] ;
3226 -> 3227 ;
3228 [label="America/Chicago <= 0.5\ngini = 0.2778\nsamples = 42\nvalue = [7, 35]", fillcolor="#399de5cc"] ;
3227 -> 3228 ;
3229 [label="internet explorer <= 0.5\ngini = 0.1975\nsamples = 36\nvalue = [4, 32]", fillcolor="#399de5df"] ;
3228 -> 3229 ;
3230 [label="products_count <= 9.5\ngini = 0.1567\nsamples = 35\nvalue = [3, 32]", fillcolor="#399de5e7"] ;
3229 -> 3230 ;
3231 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]", fillcolor="#399de5ff"] ;
3230 -> 3231 ;
3232 [label="login_count <= 124.0\ngini = 0.2778\nsamples = 18\nvalue = [3, 15]", fillcolor="#399de5cc"] ;
3230 -> 3232 ;
3233 [label="login_count <= 98.5\ngini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#399de5aa"] ;
3232 -> 3233 ;
3234 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
3233 -> 3234 ;
3235 [label="America/Los_Angeles <= 0.5\ngini = 0.4898\nsamples = 7\nvalue = [3, 4]", fillcolor="#399de540"] ;
3233 -> 3235 ;
3236 [label="products_count <= 13.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
3235 -> 3236 ;
3237 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3236 -> 3237 ;
3238 [label="Pacific/Auckland <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3236 -> 3238 ;
3239 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3238 -> 3239 ;
3240 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3238 -> 3240 ;
3241 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3235 -> 3241 ;
3242 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
3232 -> 3242 ;
3243 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3229 -> 3243 ;
3244 [label="products_count <= 11.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
3228 -> 3244 ;
3245 [label="login_count <= 87.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
3244 -> 3245 ;
3246 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3245 -> 3246 ;
3247 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3245 -> 3247 ;
3248 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3244 -> 3248 ;
3249 [label="safari <= 0.5\ngini = 0.4628\nsamples = 11\nvalue = [7, 4]", fillcolor="#e581396d"] ;
3227 -> 3249 ;
3250 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3249 -> 3250 ;
3251 [label="login_count <= 141.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
3249 -> 3251 ;
3252 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3251 -> 3252 ;
3253 [label="Europe/London <= 0.5\ngini = 0.4898\nsamples = 7\nvalue = [3, 4]", fillcolor="#399de540"] ;
3251 -> 3253 ;
3254 [label="products_count <= 12.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
3253 -> 3254 ;
3255 [label="America/Los_Angeles <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
3254 -> 3255 ;
3256 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3255 -> 3256 ;
3257 [label="products_count <= 11.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3255 -> 3257 ;
3258 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3257 -> 3258 ;
3259 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3257 -> 3259 ;
3260 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3254 -> 3260 ;
3261 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3253 -> 3261 ;
3262 [label="Asia/Taipei <= 0.5\ngini = 0.1219\nsamples = 46\nvalue = [3, 43]", fillcolor="#399de5ed"] ;
3226 -> 3262 ;
3263 [label="America/Chicago <= 0.5\ngini = 0.0849\nsamples = 45\nvalue = [2, 43]", fillcolor="#399de5f3"] ;
3262 -> 3263 ;
3264 [label="login_count <= 204.5\ngini = 0.0487\nsamples = 40\nvalue = [1, 39]", fillcolor="#399de5f8"] ;
3263 -> 3264 ;
3265 [label="login_count <= 201.0\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
3264 -> 3265 ;
3266 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
3265 -> 3266 ;
3267 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3265 -> 3267 ;
3268 [label="gini = 0.0\nsamples = 32\nvalue = [0, 32]", fillcolor="#399de5ff"] ;
3264 -> 3268 ;
3269 [label="login_count <= 238.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
3263 -> 3269 ;
3270 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3269 -> 3270 ;
3271 [label="products_count <= 10.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3269 -> 3271 ;
3272 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3271 -> 3272 ;
3273 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3271 -> 3273 ;
3274 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3262 -> 3274 ;
3275 [label="login_count <= 364.5\ngini = 0.4017\nsamples = 115\nvalue = [32, 83]", fillcolor="#399de59d"] ;
3225 -> 3275 ;
3276 [label="America/Chicago <= 0.5\ngini = 0.3676\nsamples = 103\nvalue = [25, 78]", fillcolor="#399de5ad"] ;
3275 -> 3276 ;
3277 [label="login_count <= 249.5\ngini = 0.3985\nsamples = 91\nvalue = [25, 66]", fillcolor="#399de59e"] ;
3276 -> 3277 ;
3278 [label="America/Grenada <= 0.5\ngini = 0.4239\nsamples = 82\nvalue = [25, 57]", fillcolor="#399de58f"] ;
3277 -> 3278 ;
3279 [label="login_count <= 200.5\ngini = 0.417\nsamples = 81\nvalue = [24, 57]", fillcolor="#399de594"] ;
3278 -> 3279 ;
3280 [label="login_count <= 85.5\ngini = 0.3825\nsamples = 66\nvalue = [17, 49]", fillcolor="#399de5a7"] ;
3279 -> 3280 ;
3281 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3280 -> 3281 ;
3282 [label="America/Los_Angeles <= 0.5\ngini = 0.3711\nsamples = 65\nvalue = [16, 49]", fillcolor="#399de5ac"] ;
3280 -> 3282 ;
3283 [label="America/Denver <= 0.5\ngini = 0.3153\nsamples = 51\nvalue = [10, 41]", fillcolor="#399de5c1"] ;
3282 -> 3283 ;
3284 [label="America/Mexico_City <= 0.5\ngini = 0.2952\nsamples = 50\nvalue = [9, 41]", fillcolor="#399de5c7"] ;
3283 -> 3284 ;
3285 [label="Pacific/Auckland <= 0.5\ngini = 0.2732\nsamples = 49\nvalue = [8, 41]", fillcolor="#399de5cd"] ;
3284 -> 3285 ;
3286 [label="gini = 0.2491\nsamples = 48\nvalue = [7, 41]", fillcolor="#399de5d3"] ;
3285 -> 3286 ;
3287 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3285 -> 3287 ;
3288 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3284 -> 3288 ;
3289 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3283 -> 3289 ;
3290 [label="login_count <= 136.0\ngini = 0.4898\nsamples = 14\nvalue = [6, 8]", fillcolor="#399de540"] ;
3282 -> 3290 ;
3291 [label="products_count <= 11.5\ngini = 0.4444\nsamples = 12\nvalue = [4, 8]", fillcolor="#399de57f"] ;
3290 -> 3291 ;
3292 [label="login_count <= 107.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
3291 -> 3292 ;
3293 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3292 -> 3293 ;
3294 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
3292 -> 3294 ;
3295 [label="login_count <= 98.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
3291 -> 3295 ;
3296 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3295 -> 3296 ;
3297 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3295 -> 3297 ;
3298 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3290 -> 3298 ;
3299 [label="America/Los_Angeles <= 0.5\ngini = 0.4978\nsamples = 15\nvalue = [7, 8]", fillcolor="#399de520"] ;
3279 -> 3299 ;
3300 [label="Europe/London <= 0.5\ngini = 0.4861\nsamples = 12\nvalue = [7, 5]", fillcolor="#e5813949"] ;
3299 -> 3300 ;
3301 [label="products_count <= 12.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#e5813992"] ;
3300 -> 3301 ;
3302 [label="login_count <= 212.0\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
3301 -> 3302 ;
3303 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
3302 -> 3303 ;
3304 [label="login_count <= 221.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3302 -> 3304 ;
3305 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3304 -> 3305 ;
3306 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3304 -> 3306 ;
3307 [label="Asia/Bangkok <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3301 -> 3307 ;
3308 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3307 -> 3308 ;
3309 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3307 -> 3309 ;
3310 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3300 -> 3310 ;
3311 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3299 -> 3311 ;
3312 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3278 -> 3312 ;
3313 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]", fillcolor="#399de5ff"] ;
3277 -> 3313 ;
3314 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]", fillcolor="#399de5ff"] ;
3276 -> 3314 ;
3315 [label="products_count <= 8.5\ngini = 0.4861\nsamples = 12\nvalue = [7, 5]", fillcolor="#e5813949"] ;
3275 -> 3315 ;
3316 [label="America/Denver <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
3315 -> 3316 ;
3317 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
3316 -> 3317 ;
3318 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3316 -> 3318 ;
3319 [label="login_count <= 409.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
3315 -> 3319 ;
3320 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3319 -> 3320 ;
3321 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3319 -> 3321 ;
3322 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3194 -> 3322 ;
3323 [label="login_count <= 110.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
3193 -> 3323 ;
3324 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3323 -> 3324 ;
3325 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3324 -> 3325 ;
3326 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3324 -> 3326 ;
3327 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3323 -> 3327 ;
3328 [label="login_count <= 133.5\ngini = 0.3576\nsamples = 6060\nvalue = [1413, 4647]", fillcolor="#399de5b1"] ;
2562 -> 3328 ;
3329 [label="Europe/Berlin <= 0.5\ngini = 0.4309\nsamples = 2085\nvalue = [655, 1430]", fillcolor="#399de58a"] ;
3328 -> 3329 ;
3330 [label="login_count <= 70.5\ngini = 0.4271\nsamples = 2058\nvalue = [636, 1422]", fillcolor="#399de58d"] ;
3329 -> 3330 ;
3331 [label="PickleJuice <= 0.5\ngini = 0.4584\nsamples = 801\nvalue = [285, 516]", fillcolor="#399de572"] ;
3330 -> 3331 ;
3332 [label="Australia/NSW <= 0.5\ngini = 0.4641\nsamples = 765\nvalue = [280, 485]", fillcolor="#399de56c"] ;
3331 -> 3332 ;
3333 [label="safari <= 0.5\ngini = 0.4682\nsamples = 738\nvalue = [276, 462]", fillcolor="#399de567"] ;
3332 -> 3333 ;
3334 [label="internet explorer <= 0.5\ngini = 0.4822\nsamples = 451\nvalue = [183, 268]", fillcolor="#399de551"] ;
3333 -> 3334 ;
3335 [label="Europe/Warsaw <= 0.5\ngini = 0.4859\nsamples = 423\nvalue = [176, 247]", fillcolor="#399de549"] ;
3334 -> 3335 ;
3336 [label="America/Puerto_Rico <= 0.5\ngini = 0.485\nsamples = 421\nvalue = [174, 247]", fillcolor="#399de54b"] ;
3335 -> 3336 ;
3337 [label="products_count <= 49.5\ngini = 0.484\nsamples = 419\nvalue = [172, 247]", fillcolor="#399de54d"] ;
3336 -> 3337 ;
3338 [label="edge <= 0.5\ngini = 0.4883\nsamples = 373\nvalue = [158, 215]", fillcolor="#399de544"] ;
3337 -> 3338 ;
3339 [label="America/New_York <= 0.5\ngini = 0.4848\nsamples = 356\nvalue = [147, 209]", fillcolor="#399de54c"] ;
3338 -> 3339 ;
3340 [label="login_count <= 66.5\ngini = 0.4739\nsamples = 254\nvalue = [98, 156]", fillcolor="#399de55f"] ;
3339 -> 3340 ;
3341 [label="login_count <= 63.5\ngini = 0.4641\nsamples = 224\nvalue = [82, 142]", fillcolor="#399de56c"] ;
3340 -> 3341 ;
3342 [label="login_count <= 62.5\ngini = 0.477\nsamples = 191\nvalue = [75, 116]", fillcolor="#399de55a"] ;
3341 -> 3342 ;
3343 [label="products_count <= 47.5\ngini = 0.4698\nsamples = 183\nvalue = [69, 114]", fillcolor="#399de565"] ;
3342 -> 3343 ;
3344 [label="products_count <= 20.5\ngini = 0.4663\nsamples = 181\nvalue = [67, 114]", fillcolor="#399de569"] ;
3343 -> 3344 ;
3345 [label="gini = 0.4303\nsamples = 83\nvalue = [26, 57]", fillcolor="#399de58b"] ;
3344 -> 3345 ;
3346 [label="gini = 0.4867\nsamples = 98\nvalue = [41, 57]", fillcolor="#399de548"] ;
3344 -> 3346 ;
3347 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3343 -> 3347 ;
3348 [label="opera <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#e58139aa"] ;
3342 -> 3348 ;
3349 [label="Europe/London <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
3348 -> 3349 ;
3350 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
3349 -> 3350 ;
3351 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3349 -> 3351 ;
3352 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3348 -> 3352 ;
3353 [label="Sexy <= 0.5\ngini = 0.3343\nsamples = 33\nvalue = [7, 26]", fillcolor="#399de5ba"] ;
3341 -> 3353 ;
3354 [label="Europe/Oslo <= 0.5\ngini = 0.2706\nsamples = 31\nvalue = [5, 26]", fillcolor="#399de5ce"] ;
3353 -> 3354 ;
3355 [label="Australia/Victoria <= 0.5\ngini = 0.2311\nsamples = 30\nvalue = [4, 26]", fillcolor="#399de5d8"] ;
3354 -> 3355 ;
3356 [label="gini = 0.1855\nsamples = 29\nvalue = [3, 26]", fillcolor="#399de5e2"] ;
3355 -> 3356 ;
3357 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3355 -> 3357 ;
3358 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3354 -> 3358 ;
3359 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3353 -> 3359 ;
3360 [label="Luna <= 0.5\ngini = 0.4978\nsamples = 30\nvalue = [16, 14]", fillcolor="#e5813920"] ;
3340 -> 3360 ;
3361 [label="products_count <= 23.5\ngini = 0.4444\nsamples = 18\nvalue = [12, 6]", fillcolor="#e581397f"] ;
3360 -> 3361 ;
3362 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
3361 -> 3362 ;
3363 [label="Platinum <= 0.5\ngini = 0.5\nsamples = 12\nvalue = [6, 6]", fillcolor="#e5813900"] ;
3361 -> 3363 ;
3364 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
3363 -> 3364 ;
3365 [label="Snakebite <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
3363 -> 3365 ;
3366 [label="gini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
3365 -> 3366 ;
3367 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3365 -> 3367 ;
3368 [label="products_count <= 20.5\ngini = 0.4444\nsamples = 12\nvalue = [4, 8]", fillcolor="#399de57f"] ;
3360 -> 3368 ;
3369 [label="products_count <= 18.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
3368 -> 3369 ;
3370 [label="Platinum <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3369 -> 3370 ;
3371 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3370 -> 3371 ;
3372 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3370 -> 3372 ;
3373 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3369 -> 3373 ;
3374 [label="Australia/Queensland <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
3368 -> 3374 ;
3375 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
3374 -> 3375 ;
3376 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3374 -> 3376 ;
3377 [label="products_count <= 16.5\ngini = 0.4992\nsamples = 102\nvalue = [49, 53]", fillcolor="#399de513"] ;
3339 -> 3377 ;
3378 [label="products_count <= 15.5\ngini = 0.4152\nsamples = 17\nvalue = [5, 12]", fillcolor="#399de595"] ;
3377 -> 3378 ;
3379 [label="login_count <= 52.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
3378 -> 3379 ;
3380 [label="login_count <= 47.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
3379 -> 3380 ;
3381 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3380 -> 3381 ;
3382 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3380 -> 3382 ;
3383 [label="Lunch Break <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
3379 -> 3383 ;
3384 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3383 -> 3384 ;
3385 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3383 -> 3385 ;
3386 [label="Nova <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
3378 -> 3386 ;
3387 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
3386 -> 3387 ;
3388 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3386 -> 3388 ;
3389 [label="chrome <= 0.5\ngini = 0.4994\nsamples = 85\nvalue = [44, 41]", fillcolor="#e5813911"] ;
3377 -> 3389 ;
3390 [label="products_count <= 28.5\ngini = 0.4082\nsamples = 14\nvalue = [10, 4]", fillcolor="#e5813999"] ;
3389 -> 3390 ;
3391 [label="products_count <= 21.5\ngini = 0.2778\nsamples = 12\nvalue = [10, 2]", fillcolor="#e58139cc"] ;
3390 -> 3391 ;
3392 [label="products_count <= 20.0\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
3391 -> 3392 ;
3393 [label="gini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
3392 -> 3393 ;
3394 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3392 -> 3394 ;
3395 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
3391 -> 3395 ;
3396 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3390 -> 3396 ;
3397 [label="login_count <= 67.5\ngini = 0.4991\nsamples = 71\nvalue = [34, 37]", fillcolor="#399de515"] ;
3389 -> 3397 ;
3398 [label="login_count <= 62.5\ngini = 0.4989\nsamples = 65\nvalue = [34, 31]", fillcolor="#e5813917"] ;
3397 -> 3398 ;
3399 [label="login_count <= 58.5\ngini = 0.4981\nsamples = 49\nvalue = [23, 26]", fillcolor="#399de51d"] ;
3398 -> 3399 ;
3400 [label="gini = 0.4909\nsamples = 37\nvalue = [21, 16]", fillcolor="#e581393d"] ;
3399 -> 3400 ;
3401 [label="gini = 0.2778\nsamples = 12\nvalue = [2, 10]", fillcolor="#399de5cc"] ;
3399 -> 3401 ;
3402 [label="products_count <= 19.0\ngini = 0.4297\nsamples = 16\nvalue = [11, 5]", fillcolor="#e581398b"] ;
3398 -> 3402 ;
3403 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3402 -> 3403 ;
3404 [label="gini = 0.2604\nsamples = 13\nvalue = [11, 2]", fillcolor="#e58139d1"] ;
3402 -> 3404 ;
3405 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
3397 -> 3405 ;
3406 [label="login_count <= 57.0\ngini = 0.4567\nsamples = 17\nvalue = [11, 6]", fillcolor="#e5813974"] ;
3338 -> 3406 ;
3407 [label="Lunch Break <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
3406 -> 3407 ;
3408 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
3407 -> 3408 ;
3409 [label="Diamond <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3407 -> 3409 ;
3410 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3409 -> 3410 ;
3411 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3409 -> 3411 ;
3412 [label="America/Los_Angeles <= 0.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
3406 -> 3412 ;
3413 [label="login_count <= 65.0\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
3412 -> 3413 ;
3414 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3413 -> 3414 ;
3415 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3413 -> 3415 ;
3416 [label="Lunch Break <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3415 -> 3416 ;
3417 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3416 -> 3417 ;
3418 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3416 -> 3418 ;
3419 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3415 -> 3419 ;
3420 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3412 -> 3420 ;
3421 [label="America/Denver <= 0.5\ngini = 0.4234\nsamples = 46\nvalue = [14, 32]", fillcolor="#399de58f"] ;
3337 -> 3421 ;
3422 [label="products_count <= 76.5\ngini = 0.3967\nsamples = 44\nvalue = [12, 32]", fillcolor="#399de59f"] ;
3421 -> 3422 ;
3423 [label="login_count <= 69.5\ngini = 0.18\nsamples = 20\nvalue = [2, 18]", fillcolor="#399de5e3"] ;
3422 -> 3423 ;
3424 [label="America/Los_Angeles <= 0.5\ngini = 0.1049\nsamples = 18\nvalue = [1, 17]", fillcolor="#399de5f0"] ;
3423 -> 3424 ;
3425 [label="gini = 0.0\nsamples = 16\nvalue = [0, 16]", fillcolor="#399de5ff"] ;
3424 -> 3425 ;
3426 [label="Luna <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3424 -> 3426 ;
3427 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3426 -> 3427 ;
3428 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3426 -> 3428 ;
3429 [label="America/Los_Angeles <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3423 -> 3429 ;
3430 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3429 -> 3430 ;
3431 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3429 -> 3431 ;
3432 [label="Sexy <= 0.5\ngini = 0.4861\nsamples = 24\nvalue = [10, 14]", fillcolor="#399de549"] ;
3422 -> 3432 ;
3433 [label="America/New_York <= 0.5\ngini = 0.4628\nsamples = 22\nvalue = [8, 14]", fillcolor="#399de56d"] ;
3432 -> 3433 ;
3434 [label="Lunch Break <= 0.5\ngini = 0.4983\nsamples = 17\nvalue = [8, 9]", fillcolor="#399de51c"] ;
3433 -> 3434 ;
3435 [label="Pacific/Honolulu <= 0.5\ngini = 0.48\nsamples = 15\nvalue = [6, 9]", fillcolor="#399de555"] ;
3434 -> 3435 ;
3436 [label="Trace <= 0.5\ngini = 0.4592\nsamples = 14\nvalue = [5, 9]", fillcolor="#399de571"] ;
3435 -> 3436 ;
3437 [label="gini = 0.426\nsamples = 13\nvalue = [4, 9]", fillcolor="#399de58e"] ;
3436 -> 3437 ;
3438 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3436 -> 3438 ;
3439 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3435 -> 3439 ;
3440 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3434 -> 3440 ;
3441 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
3433 -> 3441 ;
3442 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3432 -> 3442 ;
3443 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3421 -> 3443 ;
3444 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3336 -> 3444 ;
3445 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3335 -> 3445 ;
3446 [label="login_count <= 65.0\ngini = 0.375\nsamples = 28\nvalue = [7, 21]", fillcolor="#399de5aa"] ;
3334 -> 3446 ;
3447 [label="Lunch Break <= 0.5\ngini = 0.2688\nsamples = 25\nvalue = [4, 21]", fillcolor="#399de5ce"] ;
3446 -> 3447 ;
3448 [label="Asia/Tokyo <= 0.5\ngini = 0.1653\nsamples = 22\nvalue = [2, 20]", fillcolor="#399de5e6"] ;
3447 -> 3448 ;
3449 [label="Australia/Victoria <= 0.5\ngini = 0.0907\nsamples = 21\nvalue = [1, 20]", fillcolor="#399de5f2"] ;
3448 -> 3449 ;
3450 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]", fillcolor="#399de5ff"] ;
3449 -> 3450 ;
3451 [label="products_count <= 19.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3449 -> 3451 ;
3452 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3451 -> 3452 ;
3453 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3451 -> 3453 ;
3454 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3448 -> 3454 ;
3455 [label="Europe/London <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3447 -> 3455 ;
3456 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3455 -> 3456 ;
3457 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3455 -> 3457 ;
3458 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3446 -> 3458 ;
3459 [label="products_count <= 71.5\ngini = 0.4381\nsamples = 287\nvalue = [93, 194]", fillcolor="#399de585"] ;
3333 -> 3459 ;
3460 [label="products_count <= 18.5\ngini = 0.4236\nsamples = 266\nvalue = [81, 185]", fillcolor="#399de58f"] ;
3459 -> 3460 ;
3461 [label="Neat <= 0.5\ngini = 0.4892\nsamples = 68\nvalue = [29, 39]", fillcolor="#399de541"] ;
3460 -> 3461 ;
3462 [label="Lunch Break <= 0.5\ngini = 0.5\nsamples = 52\nvalue = [26, 26]", fillcolor="#e5813900"] ;
3461 -> 3462 ;
3463 [label="Luna <= 0.5\ngini = 0.4932\nsamples = 43\nvalue = [24, 19]", fillcolor="#e5813935"] ;
3462 -> 3463 ;
3464 [label="Europe/Rome <= 0.5\ngini = 0.42\nsamples = 20\nvalue = [14, 6]", fillcolor="#e5813992"] ;
3463 -> 3464 ;
3465 [label="Trace <= 0.5\ngini = 0.3878\nsamples = 19\nvalue = [14, 5]", fillcolor="#e58139a4"] ;
3464 -> 3465 ;
3466 [label="America/New_York <= 0.5\ngini = 0.3047\nsamples = 16\nvalue = [13, 3]", fillcolor="#e58139c4"] ;
3465 -> 3466 ;
3467 [label="Nova <= 0.5\ngini = 0.1528\nsamples = 12\nvalue = [11, 1]", fillcolor="#e58139e8"] ;
3466 -> 3467 ;
3468 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
3467 -> 3468 ;
3469 [label="America/Chicago <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3467 -> 3469 ;
3470 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3469 -> 3470 ;
3471 [label="products_count <= 16.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3469 -> 3471 ;
3472 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3471 -> 3472 ;
3473 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3471 -> 3473 ;
3474 [label="products_count <= 16.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
3466 -> 3474 ;
3475 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3474 -> 3475 ;
3476 [label="login_count <= 53.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3474 -> 3476 ;
3477 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3476 -> 3477 ;
3478 [label="login_count <= 58.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3476 -> 3478 ;
3479 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3478 -> 3479 ;
3480 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3478 -> 3480 ;
3481 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3465 -> 3481 ;
3482 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3481 -> 3482 ;
3483 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3481 -> 3483 ;
3484 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3464 -> 3484 ;
3485 [label="login_count <= 65.5\ngini = 0.4915\nsamples = 23\nvalue = [10, 13]", fillcolor="#399de53b"] ;
3463 -> 3485 ;
3486 [label="products_count <= 16.5\ngini = 0.5\nsamples = 20\nvalue = [10, 10]", fillcolor="#e5813900"] ;
3485 -> 3486 ;
3487 [label="login_count <= 53.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#e5813992"] ;
3486 -> 3487 ;
3488 [label="Europe/London <= 0.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
3487 -> 3488 ;
3489 [label="products_count <= 15.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
3488 -> 3489 ;
3490 [label="login_count <= 48.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
3489 -> 3490 ;
3491 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3490 -> 3491 ;
3492 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3490 -> 3492 ;
3493 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3489 -> 3493 ;
3494 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3488 -> 3494 ;
3495 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
3487 -> 3495 ;
3496 [label="login_count <= 63.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
3486 -> 3496 ;
3497 [label="Europe/Rome <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
3496 -> 3497 ;
3498 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
3497 -> 3498 ;
3499 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3497 -> 3499 ;
3500 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3496 -> 3500 ;
3501 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3485 -> 3501 ;
3502 [label="products_count <= 15.5\ngini = 0.3457\nsamples = 9\nvalue = [2, 7]", fillcolor="#399de5b6"] ;
3462 -> 3502 ;
3503 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3502 -> 3503 ;
3504 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3503 -> 3504 ;
3505 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3503 -> 3505 ;
3506 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
3502 -> 3506 ;
3507 [label="Australia/Queensland <= 0.5\ngini = 0.3047\nsamples = 16\nvalue = [3, 13]", fillcolor="#399de5c4"] ;
3461 -> 3507 ;
3508 [label="Platinum <= 0.5\ngini = 0.2311\nsamples = 15\nvalue = [2, 13]", fillcolor="#399de5d8"] ;
3507 -> 3508 ;
3509 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3508 -> 3509 ;
3510 [label="login_count <= 50.5\ngini = 0.1327\nsamples = 14\nvalue = [1, 13]", fillcolor="#399de5eb"] ;
3508 -> 3510 ;
3511 [label="login_count <= 49.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
3510 -> 3511 ;
3512 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3511 -> 3512 ;
3513 [label="America/Vancouver <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3511 -> 3513 ;
3514 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3513 -> 3514 ;
3515 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3513 -> 3515 ;
3516 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
3510 -> 3516 ;
3517 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3507 -> 3517 ;
3518 [label="Africa/Ceuta <= 0.5\ngini = 0.3873\nsamples = 198\nvalue = [52, 146]", fillcolor="#399de5a4"] ;
3460 -> 3518 ;
3519 [label="America/Phoenix <= 0.5\ngini = 0.38\nsamples = 196\nvalue = [50, 146]", fillcolor="#399de5a8"] ;
3518 -> 3519 ;
3520 [label="Asia/Taipei <= 0.5\ngini = 0.3763\nsamples = 195\nvalue = [49, 146]", fillcolor="#399de5a9"] ;
3519 -> 3520 ;
3521 [label="America/Los_Angeles <= 0.5\ngini = 0.3724\nsamples = 194\nvalue = [48, 146]", fillcolor="#399de5ab"] ;
3520 -> 3521 ;
3522 [label="Snakebite <= 0.5\ngini = 0.3479\nsamples = 165\nvalue = [37, 128]", fillcolor="#399de5b5"] ;
3521 -> 3522 ;
3523 [label="login_count <= 60.5\ngini = 0.3387\nsamples = 162\nvalue = [35, 127]", fillcolor="#399de5b9"] ;
3522 -> 3523 ;
3524 [label="America/Denver <= 0.5\ngini = 0.3848\nsamples = 100\nvalue = [26, 74]", fillcolor="#399de5a5"] ;
3523 -> 3524 ;
3525 [label="products_count <= 49.0\ngini = 0.3618\nsamples = 97\nvalue = [23, 74]", fillcolor="#399de5b0"] ;
3524 -> 3525 ;
3526 [label="products_count <= 46.0\ngini = 0.389\nsamples = 87\nvalue = [23, 64]", fillcolor="#399de5a3"] ;
3525 -> 3526 ;
3527 [label="gini = 0.372\nsamples = 85\nvalue = [21, 64]", fillcolor="#399de5ab"] ;
3526 -> 3527 ;
3528 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3526 -> 3528 ;
3529 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
3525 -> 3529 ;
3530 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3524 -> 3530 ;
3531 [label="Titanium <= 0.5\ngini = 0.2482\nsamples = 62\nvalue = [9, 53]", fillcolor="#399de5d4"] ;
3523 -> 3531 ;
3532 [label="Europe/Madrid <= 0.5\ngini = 0.2091\nsamples = 59\nvalue = [7, 52]", fillcolor="#399de5dd"] ;
3531 -> 3532 ;
3533 [label="Good Vibes <= 0.5\ngini = 0.1855\nsamples = 58\nvalue = [6, 52]", fillcolor="#399de5e2"] ;
3532 -> 3533 ;
3534 [label="gini = 0.16\nsamples = 57\nvalue = [5, 52]", fillcolor="#399de5e6"] ;
3533 -> 3534 ;
3535 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3533 -> 3535 ;
3536 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3532 -> 3536 ;
3537 [label="Blocks <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3531 -> 3537 ;
3538 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3537 -> 3538 ;
3539 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3537 -> 3539 ;
3540 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3522 -> 3540 ;
3541 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3540 -> 3541 ;
3542 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3540 -> 3542 ;
3543 [label="Ranger <= 0.5\ngini = 0.4709\nsamples = 29\nvalue = [11, 18]", fillcolor="#399de563"] ;
3521 -> 3543 ;
3544 [label="Luna <= 0.5\ngini = 0.4444\nsamples = 27\nvalue = [9, 18]", fillcolor="#399de57f"] ;
3543 -> 3544 ;
3545 [label="Neat <= 0.5\ngini = 0.3324\nsamples = 19\nvalue = [4, 15]", fillcolor="#399de5bb"] ;
3544 -> 3545 ;
3546 [label="login_count <= 66.5\ngini = 0.1528\nsamples = 12\nvalue = [1, 11]", fillcolor="#399de5e8"] ;
3545 -> 3546 ;
3547 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
3546 -> 3547 ;
3548 [label="Foundry <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3546 -> 3548 ;
3549 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3548 -> 3549 ;
3550 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3548 -> 3550 ;
3551 [label="login_count <= 60.5\ngini = 0.4898\nsamples = 7\nvalue = [3, 4]", fillcolor="#399de540"] ;
3545 -> 3551 ;
3552 [label="login_count <= 54.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
3551 -> 3552 ;
3553 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3552 -> 3553 ;
3554 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3552 -> 3554 ;
3555 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3551 -> 3555 ;
3556 [label="products_count <= 23.0\ngini = 0.4688\nsamples = 8\nvalue = [5, 3]", fillcolor="#e5813966"] ;
3544 -> 3556 ;
3557 [label="products_count <= 20.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3556 -> 3557 ;
3558 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3557 -> 3558 ;
3559 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3557 -> 3559 ;
3560 [label="login_count <= 64.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
3556 -> 3560 ;
3561 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3560 -> 3561 ;
3562 [label="products_count <= 24.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3560 -> 3562 ;
3563 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3562 -> 3563 ;
3564 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3562 -> 3564 ;
3565 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3543 -> 3565 ;
3566 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3520 -> 3566 ;
3567 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3519 -> 3567 ;
3568 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3518 -> 3568 ;
3569 [label="login_count <= 46.5\ngini = 0.4898\nsamples = 21\nvalue = [12, 9]", fillcolor="#e5813940"] ;
3459 -> 3569 ;
3570 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3569 -> 3570 ;
3571 [label="Australia/Queensland <= 0.5\ngini = 0.4654\nsamples = 19\nvalue = [12, 7]", fillcolor="#e581396a"] ;
3569 -> 3571 ;
3572 [label="Europe/London <= 0.5\ngini = 0.4444\nsamples = 18\nvalue = [12, 6]", fillcolor="#e581397f"] ;
3571 -> 3572 ;
3573 [label="products_count <= 103.5\ngini = 0.4152\nsamples = 17\nvalue = [12, 5]", fillcolor="#e5813995"] ;
3572 -> 3573 ;
3574 [label="login_count <= 50.5\ngini = 0.355\nsamples = 13\nvalue = [10, 3]", fillcolor="#e58139b3"] ;
3573 -> 3574 ;
3575 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3574 -> 3575 ;
3576 [label="products_count <= 75.5\ngini = 0.2778\nsamples = 12\nvalue = [10, 2]", fillcolor="#e58139cc"] ;
3574 -> 3576 ;
3577 [label="products_count <= 73.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3576 -> 3577 ;
3578 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3577 -> 3578 ;
3579 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3577 -> 3579 ;
3580 [label="America/Chicago <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e58139e3"] ;
3576 -> 3580 ;
3581 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
3580 -> 3581 ;
3582 [label="products_count <= 84.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3580 -> 3582 ;
3583 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3582 -> 3583 ;
3584 [label="products_count <= 91.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3582 -> 3584 ;
3585 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3584 -> 3585 ;
3586 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3584 -> 3586 ;
3587 [label="America/Los_Angeles <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
3573 -> 3587 ;
3588 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3587 -> 3588 ;
3589 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3588 -> 3589 ;
3590 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3588 -> 3590 ;
3591 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3587 -> 3591 ;
3592 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3572 -> 3592 ;
3593 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3571 -> 3593 ;
3594 [label="Ranger <= 0.5\ngini = 0.2524\nsamples = 27\nvalue = [4, 23]", fillcolor="#399de5d3"] ;
3332 -> 3594 ;
3595 [label="Sexy <= 0.5\ngini = 0.2041\nsamples = 26\nvalue = [3, 23]", fillcolor="#399de5de"] ;
3594 -> 3595 ;
3596 [label="Neat <= 0.5\ngini = 0.1472\nsamples = 25\nvalue = [2, 23]", fillcolor="#399de5e9"] ;
3595 -> 3596 ;
3597 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]", fillcolor="#399de5ff"] ;
3596 -> 3597 ;
3598 [label="login_count <= 59.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
3596 -> 3598 ;
3599 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3598 -> 3599 ;
3600 [label="safari <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3598 -> 3600 ;
3601 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3600 -> 3601 ;
3602 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3600 -> 3602 ;
3603 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3595 -> 3603 ;
3604 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3594 -> 3604 ;
3605 [label="products_count <= 58.0\ngini = 0.2392\nsamples = 36\nvalue = [5, 31]", fillcolor="#399de5d6"] ;
3331 -> 3605 ;
3606 [label="login_count <= 65.5\ngini = 0.1748\nsamples = 31\nvalue = [3, 28]", fillcolor="#399de5e4"] ;
3605 -> 3606 ;
3607 [label="products_count <= 31.0\ngini = 0.074\nsamples = 26\nvalue = [1, 25]", fillcolor="#399de5f5"] ;
3606 -> 3607 ;
3608 [label="gini = 0.0\nsamples = 21\nvalue = [0, 21]", fillcolor="#399de5ff"] ;
3607 -> 3608 ;
3609 [label="login_count <= 50.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
3607 -> 3609 ;
3610 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3609 -> 3610 ;
3611 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3609 -> 3611 ;
3612 [label="America/Chicago <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
3606 -> 3612 ;
3613 [label="Australia/Victoria <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
3612 -> 3613 ;
3614 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3613 -> 3614 ;
3615 [label="login_count <= 67.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3613 -> 3615 ;
3616 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3615 -> 3616 ;
3617 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3615 -> 3617 ;
3618 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3612 -> 3618 ;
3619 [label="products_count <= 89.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
3605 -> 3619 ;
3620 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3619 -> 3620 ;
3621 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3620 -> 3621 ;
3622 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3620 -> 3622 ;
3623 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3619 -> 3623 ;
3624 [label="Sidecar <= 0.5\ngini = 0.4025\nsamples = 1257\nvalue = [351, 906]", fillcolor="#399de59c"] ;
3330 -> 3624 ;
3625 [label="Sexy <= 0.5\ngini = 0.3908\nsamples = 1145\nvalue = [305, 840]", fillcolor="#399de5a2"] ;
3624 -> 3625 ;
3626 [label="products_count <= 39.5\ngini = 0.3812\nsamples = 1073\nvalue = [275, 798]", fillcolor="#399de5a7"] ;
3625 -> 3626 ;
3627 [label="Foundry <= 0.5\ngini = 0.3985\nsamples = 830\nvalue = [228, 602]", fillcolor="#399de59e"] ;
3626 -> 3627 ;
3628 [label="Lunch Break <= 0.5\ngini = 0.3936\nsamples = 802\nvalue = [216, 586]", fillcolor="#399de5a1"] ;
3627 -> 3628 ;
3629 [label="products_count <= 16.5\ngini = 0.3819\nsamples = 677\nvalue = [174, 503]", fillcolor="#399de5a7"] ;
3628 -> 3629 ;
3630 [label="login_count <= 117.0\ngini = 0.466\nsamples = 92\nvalue = [34, 58]", fillcolor="#399de56a"] ;
3629 -> 3630 ;
3631 [label="login_count <= 74.5\ngini = 0.4211\nsamples = 73\nvalue = [22, 51]", fillcolor="#399de591"] ;
3630 -> 3631 ;
3632 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
3631 -> 3632 ;
3633 [label="login_count <= 87.5\ngini = 0.4444\nsamples = 66\nvalue = [22, 44]", fillcolor="#399de57f"] ;
3631 -> 3633 ;
3634 [label="Luna <= 0.5\ngini = 0.4991\nsamples = 23\nvalue = [11, 12]", fillcolor="#399de515"] ;
3633 -> 3634 ;
3635 [label="America/Chicago <= 0.5\ngini = 0.3367\nsamples = 14\nvalue = [3, 11]", fillcolor="#399de5b9"] ;
3634 -> 3635 ;
3636 [label="firefox <= 0.5\ngini = 0.2604\nsamples = 13\nvalue = [2, 11]", fillcolor="#399de5d1"] ;
3635 -> 3636 ;
3637 [label="America/Los_Angeles <= 0.5\ngini = 0.1528\nsamples = 12\nvalue = [1, 11]", fillcolor="#399de5e8"] ;
3636 -> 3637 ;
3638 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]", fillcolor="#399de5ff"] ;
3637 -> 3638 ;
3639 [label="Neat <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3637 -> 3639 ;
3640 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3639 -> 3640 ;
3641 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3639 -> 3641 ;
3642 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3636 -> 3642 ;
3643 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3635 -> 3643 ;
3644 [label="internet explorer <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
3634 -> 3644 ;
3645 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
3644 -> 3645 ;
3646 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3644 -> 3646 ;
3647 [label="America/Los_Angeles <= 0.5\ngini = 0.3807\nsamples = 43\nvalue = [11, 32]", fillcolor="#399de5a7"] ;
3633 -> 3647 ;
3648 [label="America/Indianapolis <= 0.5\ngini = 0.2854\nsamples = 29\nvalue = [5, 24]", fillcolor="#399de5ca"] ;
3647 -> 3648 ;
3649 [label="login_count <= 92.5\ngini = 0.2449\nsamples = 28\nvalue = [4, 24]", fillcolor="#399de5d4"] ;
3648 -> 3649 ;
3650 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
3649 -> 3650 ;
3651 [label="login_count <= 96.5\ngini = 0.2975\nsamples = 22\nvalue = [4, 18]", fillcolor="#399de5c6"] ;
3649 -> 3651 ;
3652 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3651 -> 3652 ;
3653 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3652 -> 3653 ;
3654 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3652 -> 3654 ;
3655 [label="Europe/London <= 0.5\ngini = 0.1884\nsamples = 19\nvalue = [2, 17]", fillcolor="#399de5e1"] ;
3651 -> 3655 ;
3656 [label="gini = 0.1107\nsamples = 17\nvalue = [1, 16]", fillcolor="#399de5ef"] ;
3655 -> 3656 ;
3657 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3655 -> 3657 ;
3658 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3648 -> 3658 ;
3659 [label="login_count <= 90.0\ngini = 0.4898\nsamples = 14\nvalue = [6, 8]", fillcolor="#399de540"] ;
3647 -> 3659 ;
3660 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3659 -> 3660 ;
3661 [label="edge <= 0.5\ngini = 0.5\nsamples = 12\nvalue = [6, 6]", fillcolor="#e5813900"] ;
3659 -> 3661 ;
3662 [label="login_count <= 93.0\ngini = 0.4959\nsamples = 11\nvalue = [5, 6]", fillcolor="#399de52a"] ;
3661 -> 3662 ;
3663 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3662 -> 3663 ;
3664 [label="products_count <= 15.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
3662 -> 3664 ;
3665 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3664 -> 3665 ;
3666 [label="gini = 0.4898\nsamples = 7\nvalue = [4, 3]", fillcolor="#e5813940"] ;
3664 -> 3666 ;
3667 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3661 -> 3667 ;
3668 [label="login_count <= 122.0\ngini = 0.4654\nsamples = 19\nvalue = [12, 7]", fillcolor="#e581396a"] ;
3630 -> 3668 ;
3669 [label="Australia/NSW <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
3668 -> 3669 ;
3670 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139ff"] ;
3669 -> 3670 ;
3671 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3669 -> 3671 ;
3672 [label="login_count <= 131.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
3668 -> 3672 ;
3673 [label="Good Vibes <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
3672 -> 3673 ;
3674 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
3673 -> 3674 ;
3675 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3673 -> 3675 ;
3676 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3672 -> 3676 ;
3677 [label="Europe/Paris <= 0.5\ngini = 0.3641\nsamples = 585\nvalue = [140, 445]", fillcolor="#399de5af"] ;
3629 -> 3677 ;
3678 [label="login_count <= 102.5\ngini = 0.3556\nsamples = 562\nvalue = [130, 432]", fillcolor="#399de5b2"] ;
3677 -> 3678 ;
3679 [label="products_count <= 21.5\ngini = 0.3905\nsamples = 327\nvalue = [87, 240]", fillcolor="#399de5a3"] ;
3678 -> 3679 ;
3680 [label="America/Denver <= 0.5\ngini = 0.3273\nsamples = 131\nvalue = [27, 104]", fillcolor="#399de5bd"] ;
3679 -> 3680 ;
3681 [label="Europe/Zurich <= 0.5\ngini = 0.3143\nsamples = 128\nvalue = [25, 103]", fillcolor="#399de5c1"] ;
3680 -> 3681 ;
3682 [label="Australia/Queensland <= 0.5\ngini = 0.3065\nsamples = 127\nvalue = [24, 103]", fillcolor="#399de5c4"] ;
3681 -> 3682 ;
3683 [label="America/Montreal <= 0.5\ngini = 0.2984\nsamples = 126\nvalue = [23, 103]", fillcolor="#399de5c6"] ;
3682 -> 3683 ;
3684 [label="Pacific/Honolulu <= 0.5\ngini = 0.29\nsamples = 125\nvalue = [22, 103]", fillcolor="#399de5c9"] ;
3683 -> 3684 ;
3685 [label="gini = 0.2813\nsamples = 124\nvalue = [21, 103]", fillcolor="#399de5cb"] ;
3684 -> 3685 ;
3686 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3684 -> 3686 ;
3687 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3683 -> 3687 ;
3688 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3682 -> 3688 ;
3689 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3681 -> 3689 ;
3690 [label="Trace <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3680 -> 3690 ;
3691 [label="login_count <= 85.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3690 -> 3691 ;
3692 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3691 -> 3692 ;
3693 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3691 -> 3693 ;
3694 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3690 -> 3694 ;
3695 [label="Europe/Amsterdam <= 0.5\ngini = 0.4248\nsamples = 196\nvalue = [60, 136]", fillcolor="#399de58e"] ;
3679 -> 3695 ;
3696 [label="Europe/Madrid <= 0.5\ngini = 0.4192\nsamples = 194\nvalue = [58, 136]", fillcolor="#399de592"] ;
3695 -> 3696 ;
3697 [label="Trace <= 0.5\ngini = 0.4114\nsamples = 190\nvalue = [55, 135]", fillcolor="#399de597"] ;
3696 -> 3697 ;
3698 [label="Snakebite <= 0.5\ngini = 0.3976\nsamples = 179\nvalue = [49, 130]", fillcolor="#399de59f"] ;
3697 -> 3698 ;
3699 [label="Nova <= 0.5\ngini = 0.3809\nsamples = 168\nvalue = [43, 125]", fillcolor="#399de5a7"] ;
3698 -> 3699 ;
3700 [label="gini = 0.3671\nsamples = 161\nvalue = [39, 122]", fillcolor="#399de5ad"] ;
3699 -> 3700 ;
3701 [label="gini = 0.4898\nsamples = 7\nvalue = [4, 3]", fillcolor="#e5813940"] ;
3699 -> 3701 ;
3702 [label="America/Los_Angeles <= 0.5\ngini = 0.4959\nsamples = 11\nvalue = [6, 5]", fillcolor="#e581392a"] ;
3698 -> 3702 ;
3703 [label="gini = 0.4444\nsamples = 9\nvalue = [6, 3]", fillcolor="#e581397f"] ;
3702 -> 3703 ;
3704 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3702 -> 3704 ;
3705 [label="safari <= 0.5\ngini = 0.4959\nsamples = 11\nvalue = [6, 5]", fillcolor="#e581392a"] ;
3697 -> 3705 ;
3706 [label="America/Toronto <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#e58139aa"] ;
3705 -> 3706 ;
3707 [label="gini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
3706 -> 3707 ;
3708 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3706 -> 3708 ;
3709 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3705 -> 3709 ;
3710 [label="Ranger <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
3696 -> 3710 ;
3711 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3710 -> 3711 ;
3712 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3710 -> 3712 ;
3713 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3695 -> 3713 ;
3714 [label="America/Toronto <= 0.5\ngini = 0.299\nsamples = 235\nvalue = [43, 192]", fillcolor="#399de5c6"] ;
3678 -> 3714 ;
3715 [label="Europe/Athens <= 0.5\ngini = 0.291\nsamples = 232\nvalue = [41, 191]", fillcolor="#399de5c8"] ;
3714 -> 3715 ;
3716 [label="Luna <= 0.5\ngini = 0.2864\nsamples = 231\nvalue = [40, 191]", fillcolor="#399de5ca"] ;
3715 -> 3716 ;
3717 [label="Asia/Bangkok <= 0.5\ngini = 0.2091\nsamples = 118\nvalue = [14, 104]", fillcolor="#399de5dd"] ;
3716 -> 3717 ;
3718 [label="products_count <= 23.5\ngini = 0.1975\nsamples = 117\nvalue = [13, 104]", fillcolor="#399de5df"] ;
3717 -> 3718 ;
3719 [label="Europe/Zurich <= 0.5\ngini = 0.2712\nsamples = 68\nvalue = [11, 57]", fillcolor="#399de5ce"] ;
3718 -> 3719 ;
3720 [label="gini = 0.254\nsamples = 67\nvalue = [10, 57]", fillcolor="#399de5d2"] ;
3719 -> 3720 ;
3721 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3719 -> 3721 ;
3722 [label="Europe/London <= 0.5\ngini = 0.0783\nsamples = 49\nvalue = [2, 47]", fillcolor="#399de5f4"] ;
3718 -> 3722 ;
3723 [label="gini = 0.0\nsamples = 40\nvalue = [0, 40]", fillcolor="#399de5ff"] ;
3722 -> 3723 ;
3724 [label="gini = 0.3457\nsamples = 9\nvalue = [2, 7]", fillcolor="#399de5b6"] ;
3722 -> 3724 ;
3725 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3717 -> 3725 ;
3726 [label="Titanium <= 0.5\ngini = 0.3543\nsamples = 113\nvalue = [26, 87]", fillcolor="#399de5b3"] ;
3716 -> 3726 ;
3727 [label="products_count <= 24.5\ngini = 0.3468\nsamples = 112\nvalue = [25, 87]", fillcolor="#399de5b6"] ;
3726 -> 3727 ;
3728 [label="America/New_York <= 0.5\ngini = 0.41\nsamples = 66\nvalue = [19, 47]", fillcolor="#399de598"] ;
3727 -> 3728 ;
3729 [label="gini = 0.3565\nsamples = 56\nvalue = [13, 43]", fillcolor="#399de5b2"] ;
3728 -> 3729 ;
3730 [label="gini = 0.48\nsamples = 10\nvalue = [6, 4]", fillcolor="#e5813955"] ;
3728 -> 3730 ;
3731 [label="products_count <= 35.0\ngini = 0.2268\nsamples = 46\nvalue = [6, 40]", fillcolor="#399de5d9"] ;
3727 -> 3731 ;
3732 [label="gini = 0.1388\nsamples = 40\nvalue = [3, 37]", fillcolor="#399de5ea"] ;
3731 -> 3732 ;
3733 [label="gini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
3731 -> 3733 ;
3734 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3726 -> 3734 ;
3735 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3715 -> 3735 ;
3736 [label="login_count <= 111.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3714 -> 3736 ;
3737 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3736 -> 3737 ;
3738 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3736 -> 3738 ;
3739 [label="products_count <= 17.5\ngini = 0.4915\nsamples = 23\nvalue = [10, 13]", fillcolor="#399de53b"] ;
3677 -> 3739 ;
3740 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3739 -> 3740 ;
3741 [label="login_count <= 87.5\ngini = 0.4986\nsamples = 19\nvalue = [10, 9]", fillcolor="#e5813919"] ;
3739 -> 3741 ;
3742 [label="safari <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
3741 -> 3742 ;
3743 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
3742 -> 3743 ;
3744 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3742 -> 3744 ;
3745 [label="login_count <= 105.0\ngini = 0.4734\nsamples = 13\nvalue = [5, 8]", fillcolor="#399de560"] ;
3741 -> 3745 ;
3746 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3745 -> 3746 ;
3747 [label="safari <= 0.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
3745 -> 3747 ;
3748 [label="Diamond <= 0.5\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
3747 -> 3748 ;
3749 [label="Good Vibes <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
3748 -> 3749 ;
3750 [label="products_count <= 18.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
3749 -> 3750 ;
3751 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3750 -> 3751 ;
3752 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
3750 -> 3752 ;
3753 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3749 -> 3753 ;
3754 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3748 -> 3754 ;
3755 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3747 -> 3755 ;
3756 [label="products_count <= 15.5\ngini = 0.4462\nsamples = 125\nvalue = [42, 83]", fillcolor="#399de57e"] ;
3628 -> 3756 ;
3757 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
3756 -> 3757 ;
3758 [label="login_count <= 72.5\ngini = 0.4602\nsamples = 117\nvalue = [42, 75]", fillcolor="#399de570"] ;
3756 -> 3758 ;
3759 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
3758 -> 3759 ;
3760 [label="login_count <= 79.5\ngini = 0.4721\nsamples = 110\nvalue = [42, 68]", fillcolor="#399de561"] ;
3758 -> 3760 ;
3761 [label="Europe/London <= 0.5\ngini = 0.4922\nsamples = 16\nvalue = [9, 7]", fillcolor="#e5813939"] ;
3760 -> 3761 ;
3762 [label="Diamond <= 0.5\ngini = 0.4592\nsamples = 14\nvalue = [9, 5]", fillcolor="#e5813971"] ;
3761 -> 3762 ;
3763 [label="chrome <= 0.5\ngini = 0.4959\nsamples = 11\nvalue = [6, 5]", fillcolor="#e581392a"] ;
3762 -> 3763 ;
3764 [label="login_count <= 77.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
3763 -> 3764 ;
3765 [label="Australia/NSW <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
3764 -> 3765 ;
3766 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3765 -> 3766 ;
3767 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3765 -> 3767 ;
3768 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3764 -> 3768 ;
3769 [label="products_count <= 22.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
3763 -> 3769 ;
3770 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3769 -> 3770 ;
3771 [label="login_count <= 77.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3769 -> 3771 ;
3772 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3771 -> 3772 ;
3773 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3771 -> 3773 ;
3774 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3762 -> 3774 ;
3775 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3761 -> 3775 ;
3776 [label="Australia/NSW <= 0.5\ngini = 0.4556\nsamples = 94\nvalue = [33, 61]", fillcolor="#399de575"] ;
3760 -> 3776 ;
3777 [label="products_count <= 33.5\ngini = 0.4688\nsamples = 88\nvalue = [33, 55]", fillcolor="#399de566"] ;
3776 -> 3777 ;
3778 [label="products_count <= 28.0\ngini = 0.4572\nsamples = 82\nvalue = [29, 53]", fillcolor="#399de573"] ;
3777 -> 3778 ;
3779 [label="Platinum <= 0.5\ngini = 0.4729\nsamples = 73\nvalue = [28, 45]", fillcolor="#399de560"] ;
3778 -> 3779 ;
3780 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3779 -> 3780 ;
3781 [label="products_count <= 22.5\ngini = 0.4642\nsamples = 71\nvalue = [26, 45]", fillcolor="#399de56c"] ;
3779 -> 3781 ;
3782 [label="edge <= 0.5\ngini = 0.3944\nsamples = 37\nvalue = [10, 27]", fillcolor="#399de5a1"] ;
3781 -> 3782 ;
3783 [label="gini = 0.3599\nsamples = 34\nvalue = [8, 26]", fillcolor="#399de5b1"] ;
3782 -> 3783 ;
3784 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3782 -> 3784 ;
3785 [label="internet explorer <= 0.5\ngini = 0.4983\nsamples = 34\nvalue = [16, 18]", fillcolor="#399de51c"] ;
3781 -> 3785 ;
3786 [label="gini = 0.4995\nsamples = 31\nvalue = [16, 15]", fillcolor="#e5813910"] ;
3785 -> 3786 ;
3787 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3785 -> 3787 ;
3788 [label="Europe/London <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
3778 -> 3788 ;
3789 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
3788 -> 3789 ;
3790 [label="products_count <= 32.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3788 -> 3790 ;
3791 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3790 -> 3791 ;
3792 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3790 -> 3792 ;
3793 [label="login_count <= 99.0\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
3777 -> 3793 ;
3794 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3793 -> 3794 ;
3795 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3793 -> 3795 ;
3796 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3795 -> 3796 ;
3797 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3795 -> 3797 ;
3798 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
3776 -> 3798 ;
3799 [label="products_count <= 15.5\ngini = 0.4898\nsamples = 28\nvalue = [12, 16]", fillcolor="#399de540"] ;
3627 -> 3799 ;
3800 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3799 -> 3800 ;
3801 [label="products_count <= 22.0\ngini = 0.4992\nsamples = 25\nvalue = [12, 13]", fillcolor="#399de514"] ;
3799 -> 3801 ;
3802 [label="chrome <= 0.5\ngini = 0.48\nsamples = 15\nvalue = [9, 6]", fillcolor="#e5813955"] ;
3801 -> 3802 ;
3803 [label="login_count <= 76.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
3802 -> 3803 ;
3804 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3803 -> 3804 ;
3805 [label="Australia/Victoria <= 0.5\ngini = 0.4444\nsamples = 9\nvalue = [3, 6]", fillcolor="#399de57f"] ;
3803 -> 3805 ;
3806 [label="Europe/Madrid <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
3805 -> 3806 ;
3807 [label="login_count <= 108.0\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
3806 -> 3807 ;
3808 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
3807 -> 3808 ;
3809 [label="login_count <= 115.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3807 -> 3809 ;
3810 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3809 -> 3810 ;
3811 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3809 -> 3811 ;
3812 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3806 -> 3812 ;
3813 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3805 -> 3813 ;
3814 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
3802 -> 3814 ;
3815 [label="Diamond <= 0.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
3801 -> 3815 ;
3816 [label="login_count <= 129.5\ngini = 0.3457\nsamples = 9\nvalue = [2, 7]", fillcolor="#399de5b6"] ;
3815 -> 3816 ;
3817 [label="America/Chicago <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
3816 -> 3817 ;
3818 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
3817 -> 3818 ;
3819 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3817 -> 3819 ;
3820 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3819 -> 3820 ;
3821 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3819 -> 3821 ;
3822 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3816 -> 3822 ;
3823 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3815 -> 3823 ;
3824 [label="products_count <= 46.5\ngini = 0.312\nsamples = 243\nvalue = [47, 196]", fillcolor="#399de5c2"] ;
3626 -> 3824 ;
3825 [label="America/Los_Angeles <= 0.5\ngini = 0.1078\nsamples = 35\nvalue = [2, 33]", fillcolor="#399de5f0"] ;
3824 -> 3825 ;
3826 [label="gini = 0.0\nsamples = 29\nvalue = [0, 29]", fillcolor="#399de5ff"] ;
3825 -> 3826 ;
3827 [label="login_count <= 86.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
3825 -> 3827 ;
3828 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3827 -> 3828 ;
3829 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3827 -> 3829 ;
3830 [label="Trace <= 0.5\ngini = 0.3391\nsamples = 208\nvalue = [45, 163]", fillcolor="#399de5b9"] ;
3824 -> 3830 ;
3831 [label="Europe/Dublin <= 0.5\ngini = 0.3259\nsamples = 200\nvalue = [41, 159]", fillcolor="#399de5bd"] ;
3830 -> 3831 ;
3832 [label="Europe/Stockholm <= 0.5\ngini = 0.3212\nsamples = 199\nvalue = [40, 159]", fillcolor="#399de5bf"] ;
3831 -> 3832 ;
3833 [label="Europe/Zurich <= 0.5\ngini = 0.3163\nsamples = 198\nvalue = [39, 159]", fillcolor="#399de5c0"] ;
3832 -> 3833 ;
3834 [label="America/New_York <= 0.5\ngini = 0.3114\nsamples = 197\nvalue = [38, 159]", fillcolor="#399de5c2"] ;
3833 -> 3834 ;
3835 [label="login_count <= 104.5\ngini = 0.2696\nsamples = 137\nvalue = [22, 115]", fillcolor="#399de5ce"] ;
3834 -> 3835 ;
3836 [label="edge <= 0.5\ngini = 0.3347\nsamples = 80\nvalue = [17, 63]", fillcolor="#399de5ba"] ;
3835 -> 3836 ;
3837 [label="firefox <= 0.5\ngini = 0.3137\nsamples = 77\nvalue = [15, 62]", fillcolor="#399de5c1"] ;
3836 -> 3837 ;
3838 [label="Diamond <= 0.5\ngini = 0.2712\nsamples = 68\nvalue = [11, 57]", fillcolor="#399de5ce"] ;
3837 -> 3838 ;
3839 [label="login_count <= 89.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
3838 -> 3839 ;
3840 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3839 -> 3840 ;
3841 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3839 -> 3841 ;
3842 [label="products_count <= 74.5\ngini = 0.2417\nsamples = 64\nvalue = [9, 55]", fillcolor="#399de5d5"] ;
3838 -> 3842 ;
3843 [label="gini = 0.3343\nsamples = 33\nvalue = [7, 26]", fillcolor="#399de5ba"] ;
3842 -> 3843 ;
3844 [label="gini = 0.1207\nsamples = 31\nvalue = [2, 29]", fillcolor="#399de5ed"] ;
3842 -> 3844 ;
3845 [label="products_count <= 65.5\ngini = 0.4938\nsamples = 9\nvalue = [4, 5]", fillcolor="#399de533"] ;
3837 -> 3845 ;
3846 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3845 -> 3846 ;
3847 [label="PickleJuice <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
3845 -> 3847 ;
3848 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
3847 -> 3848 ;
3849 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3847 -> 3849 ;
3850 [label="login_count <= 84.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3836 -> 3850 ;
3851 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3850 -> 3851 ;
3852 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3850 -> 3852 ;
3853 [label="Snakebite <= 0.5\ngini = 0.16\nsamples = 57\nvalue = [5, 52]", fillcolor="#399de5e6"] ;
3835 -> 3853 ;
3854 [label="Australia/Queensland <= 0.5\ngini = 0.1327\nsamples = 56\nvalue = [4, 52]", fillcolor="#399de5eb"] ;
3853 -> 3854 ;
3855 [label="Europe/London <= 0.5\ngini = 0.1049\nsamples = 54\nvalue = [3, 51]", fillcolor="#399de5f0"] ;
3854 -> 3855 ;
3856 [label="America/Chicago <= 0.5\ngini = 0.054\nsamples = 36\nvalue = [1, 35]", fillcolor="#399de5f8"] ;
3855 -> 3856 ;
3857 [label="gini = 0.0\nsamples = 27\nvalue = [0, 27]", fillcolor="#399de5ff"] ;
3856 -> 3857 ;
3858 [label="gini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
3856 -> 3858 ;
3859 [label="products_count <= 97.0\ngini = 0.1975\nsamples = 18\nvalue = [2, 16]", fillcolor="#399de5df"] ;
3855 -> 3859 ;
3860 [label="gini = 0.1172\nsamples = 16\nvalue = [1, 15]", fillcolor="#399de5ee"] ;
3859 -> 3860 ;
3861 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3859 -> 3861 ;
3862 [label="safari <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3854 -> 3862 ;
3863 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3862 -> 3863 ;
3864 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3862 -> 3864 ;
3865 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3853 -> 3865 ;
3866 [label="login_count <= 130.5\ngini = 0.3911\nsamples = 60\nvalue = [16, 44]", fillcolor="#399de5a2"] ;
3834 -> 3866 ;
3867 [label="internet explorer <= 0.5\ngini = 0.3367\nsamples = 56\nvalue = [12, 44]", fillcolor="#399de5b9"] ;
3866 -> 3867 ;
3868 [label="products_count <= 61.5\ngini = 0.32\nsamples = 55\nvalue = [11, 44]", fillcolor="#399de5bf"] ;
3867 -> 3868 ;
3869 [label="products_count <= 60.5\ngini = 0.42\nsamples = 20\nvalue = [6, 14]", fillcolor="#399de592"] ;
3868 -> 3869 ;
3870 [label="login_count <= 113.5\ngini = 0.3457\nsamples = 18\nvalue = [4, 14]", fillcolor="#399de5b6"] ;
3869 -> 3870 ;
3871 [label="gini = 0.2311\nsamples = 15\nvalue = [2, 13]", fillcolor="#399de5d8"] ;
3870 -> 3871 ;
3872 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
3870 -> 3872 ;
3873 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3869 -> 3873 ;
3874 [label="login_count <= 87.5\ngini = 0.2449\nsamples = 35\nvalue = [5, 30]", fillcolor="#399de5d4"] ;
3868 -> 3874 ;
3875 [label="login_count <= 77.5\ngini = 0.4082\nsamples = 14\nvalue = [4, 10]", fillcolor="#399de599"] ;
3874 -> 3875 ;
3876 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
3875 -> 3876 ;
3877 [label="gini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
3875 -> 3877 ;
3878 [label="Luna <= 0.5\ngini = 0.0907\nsamples = 21\nvalue = [1, 20]", fillcolor="#399de5f2"] ;
3874 -> 3878 ;
3879 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]", fillcolor="#399de5ff"] ;
3878 -> 3879 ;
3880 [label="gini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
3878 -> 3880 ;
3881 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3867 -> 3881 ;
3882 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
3866 -> 3882 ;
3883 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3833 -> 3883 ;
3884 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3832 -> 3884 ;
3885 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3831 -> 3885 ;
3886 [label="products_count <= 50.0\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
3830 -> 3886 ;
3887 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3886 -> 3887 ;
3888 [label="products_count <= 63.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
3886 -> 3888 ;
3889 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
3888 -> 3889 ;
3890 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3888 -> 3890 ;
3891 [label="Europe/London <= 0.5\ngini = 0.4861\nsamples = 72\nvalue = [30, 42]", fillcolor="#399de549"] ;
3625 -> 3891 ;
3892 [label="safari <= 0.5\ngini = 0.4612\nsamples = 61\nvalue = [22, 39]", fillcolor="#399de56f"] ;
3891 -> 3892 ;
3893 [label="login_count <= 108.5\ngini = 0.4889\nsamples = 47\nvalue = [20, 27]", fillcolor="#399de542"] ;
3892 -> 3893 ;
3894 [label="login_count <= 83.0\ngini = 0.4444\nsamples = 30\nvalue = [10, 20]", fillcolor="#399de57f"] ;
3893 -> 3894 ;
3895 [label="login_count <= 79.5\ngini = 0.5\nsamples = 12\nvalue = [6, 6]", fillcolor="#e5813900"] ;
3894 -> 3895 ;
3896 [label="login_count <= 73.5\ngini = 0.4444\nsamples = 9\nvalue = [3, 6]", fillcolor="#399de57f"] ;
3895 -> 3896 ;
3897 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3896 -> 3897 ;
3898 [label="products_count <= 17.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#399de5aa"] ;
3896 -> 3898 ;
3899 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3898 -> 3899 ;
3900 [label="America/Los_Angeles <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
3898 -> 3900 ;
3901 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
3900 -> 3901 ;
3902 [label="products_count <= 21.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3900 -> 3902 ;
3903 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3902 -> 3903 ;
3904 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3902 -> 3904 ;
3905 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3895 -> 3905 ;
3906 [label="Asia/Jerusalem <= 0.5\ngini = 0.3457\nsamples = 18\nvalue = [4, 14]", fillcolor="#399de5b6"] ;
3894 -> 3906 ;
3907 [label="Titanium <= 0.5\ngini = 0.2907\nsamples = 17\nvalue = [3, 14]", fillcolor="#399de5c8"] ;
3906 -> 3907 ;
3908 [label="products_count <= 23.5\ngini = 0.2311\nsamples = 15\nvalue = [2, 13]", fillcolor="#399de5d8"] ;
3907 -> 3908 ;
3909 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
3908 -> 3909 ;
3910 [label="chrome <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
3908 -> 3910 ;
3911 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3910 -> 3911 ;
3912 [label="America/Chicago <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
3910 -> 3912 ;
3913 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
3912 -> 3913 ;
3914 [label="products_count <= 43.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3912 -> 3914 ;
3915 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3914 -> 3915 ;
3916 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3914 -> 3916 ;
3917 [label="America/Los_Angeles <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3907 -> 3917 ;
3918 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3917 -> 3918 ;
3919 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3917 -> 3919 ;
3920 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3906 -> 3920 ;
3921 [label="login_count <= 123.0\ngini = 0.4844\nsamples = 17\nvalue = [10, 7]", fillcolor="#e581394d"] ;
3893 -> 3921 ;
3922 [label="America/Denver <= 0.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]", fillcolor="#e58139bf"] ;
3921 -> 3922 ;
3923 [label="login_count <= 114.0\ngini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
3922 -> 3923 ;
3924 [label="products_count <= 49.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3923 -> 3924 ;
3925 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3924 -> 3925 ;
3926 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3924 -> 3926 ;
3927 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
3923 -> 3927 ;
3928 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3922 -> 3928 ;
3929 [label="products_count <= 15.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
3921 -> 3929 ;
3930 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3929 -> 3930 ;
3931 [label="chrome <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
3929 -> 3931 ;
3932 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3931 -> 3932 ;
3933 [label="Platinum <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3931 -> 3933 ;
3934 [label="login_count <= 126.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3933 -> 3934 ;
3935 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3934 -> 3935 ;
3936 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3934 -> 3936 ;
3937 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3933 -> 3937 ;
3938 [label="login_count <= 132.5\ngini = 0.2449\nsamples = 14\nvalue = [2, 12]", fillcolor="#399de5d4"] ;
3892 -> 3938 ;
3939 [label="Pacific/Auckland <= 0.5\ngini = 0.142\nsamples = 13\nvalue = [1, 12]", fillcolor="#399de5ea"] ;
3938 -> 3939 ;
3940 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]", fillcolor="#399de5ff"] ;
3939 -> 3940 ;
3941 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3939 -> 3941 ;
3942 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3938 -> 3942 ;
3943 [label="login_count <= 107.5\ngini = 0.3967\nsamples = 11\nvalue = [8, 3]", fillcolor="#e581399f"] ;
3891 -> 3943 ;
3944 [label="products_count <= 23.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
3943 -> 3944 ;
3945 [label="chrome <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
3944 -> 3945 ;
3946 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3945 -> 3946 ;
3947 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3945 -> 3947 ;
3948 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3944 -> 3948 ;
3949 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
3943 -> 3949 ;
3950 [label="products_count <= 45.5\ngini = 0.4841\nsamples = 112\nvalue = [46, 66]", fillcolor="#399de54d"] ;
3624 -> 3950 ;
3951 [label="products_count <= 44.5\ngini = 0.4951\nsamples = 91\nvalue = [41, 50]", fillcolor="#399de52e"] ;
3950 -> 3951 ;
3952 [label="Europe/Amsterdam <= 0.5\ngini = 0.4924\nsamples = 89\nvalue = [39, 50]", fillcolor="#399de538"] ;
3951 -> 3952 ;
3953 [label="Europe/Rome <= 0.5\ngini = 0.4888\nsamples = 87\nvalue = [37, 50]", fillcolor="#399de542"] ;
3952 -> 3953 ;
3954 [label="login_count <= 125.5\ngini = 0.4844\nsamples = 85\nvalue = [35, 50]", fillcolor="#399de54d"] ;
3953 -> 3954 ;
3955 [label="login_count <= 121.5\ngini = 0.4913\nsamples = 76\nvalue = [33, 43]", fillcolor="#399de53b"] ;
3954 -> 3955 ;
3956 [label="products_count <= 30.5\ngini = 0.4841\nsamples = 73\nvalue = [30, 43]", fillcolor="#399de54d"] ;
3955 -> 3956 ;
3957 [label="login_count <= 119.5\ngini = 0.4898\nsamples = 70\nvalue = [30, 40]", fillcolor="#399de540"] ;
3956 -> 3957 ;
3958 [label="America/New_York <= 0.5\ngini = 0.4931\nsamples = 68\nvalue = [30, 38]", fillcolor="#399de536"] ;
3957 -> 3958 ;
3959 [label="login_count <= 114.5\ngini = 0.4785\nsamples = 53\nvalue = [21, 32]", fillcolor="#399de558"] ;
3958 -> 3959 ;
3960 [label="products_count <= 15.5\ngini = 0.4608\nsamples = 50\nvalue = [18, 32]", fillcolor="#399de570"] ;
3959 -> 3960 ;
3961 [label="America/Denver <= 0.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
3960 -> 3961 ;
3962 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
3961 -> 3962 ;
3963 [label="chrome <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3961 -> 3963 ;
3964 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3963 -> 3964 ;
3965 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3963 -> 3965 ;
3966 [label="products_count <= 19.5\ngini = 0.4854\nsamples = 41\nvalue = [17, 24]", fillcolor="#399de54a"] ;
3960 -> 3966 ;
3967 [label="login_count <= 76.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#e5813992"] ;
3966 -> 3967 ;
3968 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
3967 -> 3968 ;
3969 [label="gini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
3967 -> 3969 ;
3970 [label="login_count <= 75.5\ngini = 0.437\nsamples = 31\nvalue = [10, 21]", fillcolor="#399de586"] ;
3966 -> 3970 ;
3971 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3970 -> 3971 ;
3972 [label="gini = 0.42\nsamples = 30\nvalue = [9, 21]", fillcolor="#399de592"] ;
3970 -> 3972 ;
3973 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3959 -> 3973 ;
3974 [label="login_count <= 112.0\ngini = 0.48\nsamples = 15\nvalue = [9, 6]", fillcolor="#e5813955"] ;
3958 -> 3974 ;
3975 [label="opera <= 0.5\ngini = 0.426\nsamples = 13\nvalue = [9, 4]", fillcolor="#e581398e"] ;
3974 -> 3975 ;
3976 [label="login_count <= 74.0\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#e58139aa"] ;
3975 -> 3976 ;
3977 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3976 -> 3977 ;
3978 [label="edge <= 0.5\ngini = 0.2975\nsamples = 11\nvalue = [9, 2]", fillcolor="#e58139c6"] ;
3976 -> 3978 ;
3979 [label="gini = 0.1975\nsamples = 9\nvalue = [8, 1]", fillcolor="#e58139df"] ;
3978 -> 3979 ;
3980 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3978 -> 3980 ;
3981 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3975 -> 3981 ;
3982 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3974 -> 3982 ;
3983 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
3957 -> 3983 ;
3984 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
3956 -> 3984 ;
3985 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
3955 -> 3985 ;
3986 [label="products_count <= 32.5\ngini = 0.3457\nsamples = 9\nvalue = [2, 7]", fillcolor="#399de5b6"] ;
3954 -> 3986 ;
3987 [label="login_count <= 130.0\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
3986 -> 3987 ;
3988 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
3987 -> 3988 ;
3989 [label="products_count <= 17.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
3987 -> 3989 ;
3990 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
3989 -> 3990 ;
3991 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3989 -> 3991 ;
3992 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
3986 -> 3992 ;
3993 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3953 -> 3993 ;
3994 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3952 -> 3994 ;
3995 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
3951 -> 3995 ;
3996 [label="products_count <= 82.0\ngini = 0.3628\nsamples = 21\nvalue = [5, 16]", fillcolor="#399de5af"] ;
3950 -> 3996 ;
3997 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]", fillcolor="#399de5ff"] ;
3996 -> 3997 ;
3998 [label="products_count <= 117.5\ngini = 0.4688\nsamples = 8\nvalue = [5, 3]", fillcolor="#e5813966"] ;
3996 -> 3998 ;
3999 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
3998 -> 3999 ;
4000 [label="safari <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
3998 -> 4000 ;
4001 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4000 -> 4001 ;
4002 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4000 -> 4002 ;
4003 [label="login_count <= 103.0\ngini = 0.417\nsamples = 27\nvalue = [19, 8]", fillcolor="#e5813994"] ;
3329 -> 4003 ;
4004 [label="Luna <= 0.5\ngini = 0.2076\nsamples = 17\nvalue = [15, 2]", fillcolor="#e58139dd"] ;
4003 -> 4004 ;
4005 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139ff"] ;
4004 -> 4005 ;
4006 [label="chrome <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
4004 -> 4006 ;
4007 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
4006 -> 4007 ;
4008 [label="products_count <= 19.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4006 -> 4008 ;
4009 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4008 -> 4009 ;
4010 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4008 -> 4010 ;
4011 [label="login_count <= 111.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
4003 -> 4011 ;
4012 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
4011 -> 4012 ;
4013 [label="products_count <= 53.0\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
4011 -> 4013 ;
4014 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4013 -> 4014 ;
4015 [label="Neat <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4013 -> 4015 ;
4016 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4015 -> 4016 ;
4017 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4015 -> 4017 ;
4018 [label="products_count <= 31.5\ngini = 0.3087\nsamples = 3975\nvalue = [758, 3217]", fillcolor="#399de5c3"] ;
3328 -> 4018 ;
4019 [label="Sidecar <= 0.5\ngini = 0.3603\nsamples = 2015\nvalue = [475, 1540]", fillcolor="#399de5b0"] ;
4018 -> 4019 ;
4020 [label="Sexy <= 0.5\ngini = 0.3468\nsamples = 1796\nvalue = [401, 1395]", fillcolor="#399de5b6"] ;
4019 -> 4020 ;
4021 [label="Luna <= 0.5\ngini = 0.3291\nsamples = 1536\nvalue = [319, 1217]", fillcolor="#399de5bc"] ;
4020 -> 4021 ;
4022 [label="Europe/Vienna <= 0.5\ngini = 0.2897\nsamples = 808\nvalue = [142, 666]", fillcolor="#399de5c9"] ;
4021 -> 4022 ;
4023 [label="PickleJuice <= 0.5\ngini = 0.286\nsamples = 804\nvalue = [139, 665]", fillcolor="#399de5ca"] ;
4022 -> 4023 ;
4024 [label="Australia/Victoria <= 0.5\ngini = 0.3012\nsamples = 720\nvalue = [133, 587]", fillcolor="#399de5c5"] ;
4023 -> 4024 ;
4025 [label="login_count <= 196.5\ngini = 0.3098\nsamples = 694\nvalue = [133, 561]", fillcolor="#399de5c3"] ;
4024 -> 4025 ;
4026 [label="login_count <= 175.5\ngini = 0.2337\nsamples = 222\nvalue = [30, 192]", fillcolor="#399de5d7"] ;
4025 -> 4026 ;
4027 [label="America/Antigua <= 0.5\ngini = 0.2892\nsamples = 154\nvalue = [27, 127]", fillcolor="#399de5c9"] ;
4026 -> 4027 ;
4028 [label="America/Halifax <= 0.5\ngini = 0.2821\nsamples = 153\nvalue = [26, 127]", fillcolor="#399de5cb"] ;
4027 -> 4028 ;
4029 [label="products_count <= 16.5\ngini = 0.2748\nsamples = 152\nvalue = [25, 127]", fillcolor="#399de5cd"] ;
4028 -> 4029 ;
4030 [label="Australia/NSW <= 0.5\ngini = 0.0868\nsamples = 22\nvalue = [1, 21]", fillcolor="#399de5f3"] ;
4029 -> 4030 ;
4031 [label="gini = 0.0\nsamples = 20\nvalue = [0, 20]", fillcolor="#399de5ff"] ;
4030 -> 4031 ;
4032 [label="Lunch Break <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4030 -> 4032 ;
4033 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4032 -> 4033 ;
4034 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4032 -> 4034 ;
4035 [label="products_count <= 17.5\ngini = 0.3011\nsamples = 130\nvalue = [24, 106]", fillcolor="#399de5c5"] ;
4029 -> 4035 ;
4036 [label="Europe/London <= 0.5\ngini = 0.4861\nsamples = 12\nvalue = [5, 7]", fillcolor="#399de549"] ;
4035 -> 4036 ;
4037 [label="safari <= 0.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
4036 -> 4037 ;
4038 [label="login_count <= 157.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4037 -> 4038 ;
4039 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4038 -> 4039 ;
4040 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4038 -> 4040 ;
4041 [label="Trace <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
4037 -> 4041 ;
4042 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4041 -> 4042 ;
4043 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4041 -> 4043 ;
4044 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4036 -> 4044 ;
4045 [label="America/Chicago <= 0.5\ngini = 0.2702\nsamples = 118\nvalue = [19, 99]", fillcolor="#399de5ce"] ;
4035 -> 4045 ;
4046 [label="America/New_York <= 0.5\ngini = 0.2428\nsamples = 99\nvalue = [14, 85]", fillcolor="#399de5d5"] ;
4045 -> 4046 ;
4047 [label="America/Los_Angeles <= 0.5\ngini = 0.1922\nsamples = 65\nvalue = [7, 58]", fillcolor="#399de5e0"] ;
4046 -> 4047 ;
4048 [label="gini = 0.1219\nsamples = 46\nvalue = [3, 43]", fillcolor="#399de5ed"] ;
4047 -> 4048 ;
4049 [label="gini = 0.3324\nsamples = 19\nvalue = [4, 15]", fillcolor="#399de5bb"] ;
4047 -> 4049 ;
4050 [label="Lunch Break <= 0.5\ngini = 0.327\nsamples = 34\nvalue = [7, 27]", fillcolor="#399de5bd"] ;
4046 -> 4050 ;
4051 [label="gini = 0.2604\nsamples = 26\nvalue = [4, 22]", fillcolor="#399de5d1"] ;
4050 -> 4051 ;
4052 [label="gini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
4050 -> 4052 ;
4053 [label="login_count <= 168.5\ngini = 0.3878\nsamples = 19\nvalue = [5, 14]", fillcolor="#399de5a4"] ;
4045 -> 4053 ;
4054 [label="products_count <= 21.5\ngini = 0.3047\nsamples = 16\nvalue = [3, 13]", fillcolor="#399de5c4"] ;
4053 -> 4054 ;
4055 [label="gini = 0.4444\nsamples = 9\nvalue = [3, 6]", fillcolor="#399de57f"] ;
4054 -> 4055 ;
4056 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
4054 -> 4056 ;
4057 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4053 -> 4057 ;
4058 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4057 -> 4058 ;
4059 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4057 -> 4059 ;
4060 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4028 -> 4060 ;
4061 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4027 -> 4061 ;
4062 [label="Europe/Copenhagen <= 0.5\ngini = 0.0843\nsamples = 68\nvalue = [3, 65]", fillcolor="#399de5f3"] ;
4026 -> 4062 ;
4063 [label="America/Toronto <= 0.5\ngini = 0.0579\nsamples = 67\nvalue = [2, 65]", fillcolor="#399de5f7"] ;
4062 -> 4063 ;
4064 [label="Europe/London <= 0.5\ngini = 0.0303\nsamples = 65\nvalue = [1, 64]", fillcolor="#399de5fb"] ;
4063 -> 4064 ;
4065 [label="gini = 0.0\nsamples = 56\nvalue = [0, 56]", fillcolor="#399de5ff"] ;
4064 -> 4065 ;
4066 [label="products_count <= 24.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
4064 -> 4066 ;
4067 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
4066 -> 4067 ;
4068 [label="Lunch Break <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4066 -> 4068 ;
4069 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4068 -> 4069 ;
4070 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4068 -> 4070 ;
4071 [label="safari <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4063 -> 4071 ;
4072 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4071 -> 4072 ;
4073 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4071 -> 4073 ;
4074 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4062 -> 4074 ;
4075 [label="login_count <= 288.5\ngini = 0.3412\nsamples = 472\nvalue = [103, 369]", fillcolor="#399de5b8"] ;
4025 -> 4075 ;
4076 [label="Australia/Queensland <= 0.5\ngini = 0.4195\nsamples = 177\nvalue = [53, 124]", fillcolor="#399de592"] ;
4075 -> 4076 ;
4077 [label="firefox <= 0.5\ngini = 0.413\nsamples = 175\nvalue = [51, 124]", fillcolor="#399de596"] ;
4076 -> 4077 ;
4078 [label="Neat <= 0.5\ngini = 0.3919\nsamples = 157\nvalue = [42, 115]", fillcolor="#399de5a2"] ;
4077 -> 4078 ;
4079 [label="login_count <= 198.5\ngini = 0.453\nsamples = 75\nvalue = [26, 49]", fillcolor="#399de578"] ;
4078 -> 4079 ;
4080 [label="Nova <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
4079 -> 4080 ;
4081 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
4080 -> 4081 ;
4082 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4080 -> 4082 ;
4083 [label="Good Vibes <= 0.5\ngini = 0.431\nsamples = 70\nvalue = [22, 48]", fillcolor="#399de58a"] ;
4079 -> 4083 ;
4084 [label="Nova <= 0.5\ngini = 0.4478\nsamples = 65\nvalue = [22, 43]", fillcolor="#399de57d"] ;
4083 -> 4084 ;
4085 [label="login_count <= 279.5\ngini = 0.4644\nsamples = 60\nvalue = [22, 38]", fillcolor="#399de56b"] ;
4084 -> 4085 ;
4086 [label="gini = 0.4483\nsamples = 56\nvalue = [19, 37]", fillcolor="#399de57c"] ;
4085 -> 4086 ;
4087 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
4085 -> 4087 ;
4088 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
4084 -> 4088 ;
4089 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
4083 -> 4089 ;
4090 [label="Europe/Warsaw <= 0.5\ngini = 0.3141\nsamples = 82\nvalue = [16, 66]", fillcolor="#399de5c1"] ;
4078 -> 4090 ;
4091 [label="Europe/Dublin <= 0.5\ngini = 0.3018\nsamples = 81\nvalue = [15, 66]", fillcolor="#399de5c5"] ;
4090 -> 4091 ;
4092 [label="Asia/Phnom_Penh <= 0.5\ngini = 0.2887\nsamples = 80\nvalue = [14, 66]", fillcolor="#399de5c9"] ;
4091 -> 4092 ;
4093 [label="America/Chicago <= 0.5\ngini = 0.275\nsamples = 79\nvalue = [13, 66]", fillcolor="#399de5cd"] ;
4092 -> 4093 ;
4094 [label="gini = 0.2268\nsamples = 69\nvalue = [9, 60]", fillcolor="#399de5d9"] ;
4093 -> 4094 ;
4095 [label="gini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
4093 -> 4095 ;
4096 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4092 -> 4096 ;
4097 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4091 -> 4097 ;
4098 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4090 -> 4098 ;
4099 [label="America/Los_Angeles <= 0.5\ngini = 0.5\nsamples = 18\nvalue = [9, 9]", fillcolor="#e5813900"] ;
4077 -> 4099 ;
4100 [label="login_count <= 203.0\ngini = 0.4592\nsamples = 14\nvalue = [5, 9]", fillcolor="#399de571"] ;
4099 -> 4100 ;
4101 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4100 -> 4101 ;
4102 [label="Neat <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#399de5aa"] ;
4100 -> 4102 ;
4103 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4102 -> 4103 ;
4104 [label="login_count <= 234.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
4102 -> 4104 ;
4105 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4104 -> 4105 ;
4106 [label="Diamond <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
4104 -> 4106 ;
4107 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4106 -> 4107 ;
4108 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4106 -> 4108 ;
4109 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
4099 -> 4109 ;
4110 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4076 -> 4110 ;
4111 [label="America/Phoenix <= 0.5\ngini = 0.2815\nsamples = 295\nvalue = [50, 245]", fillcolor="#399de5cb"] ;
4075 -> 4111 ;
4112 [label="Europe/Paris <= 0.5\ngini = 0.2747\nsamples = 292\nvalue = [48, 244]", fillcolor="#399de5cd"] ;
4111 -> 4112 ;
4113 [label="Europe/Berlin <= 0.5\ngini = 0.2626\nsamples = 283\nvalue = [44, 239]", fillcolor="#399de5d0"] ;
4112 -> 4113 ;
4114 [label="products_count <= 16.5\ngini = 0.2522\nsamples = 277\nvalue = [41, 236]", fillcolor="#399de5d3"] ;
4113 -> 4114 ;
4115 [label="login_count <= 382.5\ngini = 0.426\nsamples = 26\nvalue = [8, 18]", fillcolor="#399de58e"] ;
4114 -> 4115 ;
4116 [label="login_count <= 351.5\ngini = 0.4898\nsamples = 7\nvalue = [4, 3]", fillcolor="#e5813940"] ;
4115 -> 4116 ;
4117 [label="Neat <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
4116 -> 4117 ;
4118 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4117 -> 4118 ;
4119 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4117 -> 4119 ;
4120 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4116 -> 4120 ;
4121 [label="login_count <= 599.5\ngini = 0.3324\nsamples = 19\nvalue = [4, 15]", fillcolor="#399de5bb"] ;
4115 -> 4121 ;
4122 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]", fillcolor="#399de5ff"] ;
4121 -> 4122 ;
4123 [label="products_count <= 15.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#399de555"] ;
4121 -> 4123 ;
4124 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
4123 -> 4124 ;
4125 [label="gini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
4123 -> 4125 ;
4126 [label="Asia/Taipei <= 0.5\ngini = 0.2284\nsamples = 251\nvalue = [33, 218]", fillcolor="#399de5d8"] ;
4114 -> 4126 ;
4127 [label="America/Indianapolis <= 0.5\ngini = 0.2232\nsamples = 250\nvalue = [32, 218]", fillcolor="#399de5da"] ;
4126 -> 4127 ;
4128 [label="Europe/Ljubljana <= 0.5\ngini = 0.218\nsamples = 249\nvalue = [31, 218]", fillcolor="#399de5db"] ;
4127 -> 4128 ;
4129 [label="gini = 0.2127\nsamples = 248\nvalue = [30, 218]", fillcolor="#399de5dc"] ;
4128 -> 4129 ;
4130 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4128 -> 4130 ;
4131 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4127 -> 4131 ;
4132 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4126 -> 4132 ;
4133 [label="login_count <= 493.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
4113 -> 4133 ;
4134 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4133 -> 4134 ;
4135 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4133 -> 4135 ;
4136 [label="chrome <= 0.5\ngini = 0.4938\nsamples = 9\nvalue = [4, 5]", fillcolor="#399de533"] ;
4112 -> 4136 ;
4137 [label="login_count <= 1089.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
4136 -> 4137 ;
4138 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4137 -> 4138 ;
4139 [label="products_count <= 24.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4137 -> 4139 ;
4140 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4139 -> 4140 ;
4141 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4139 -> 4141 ;
4142 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4136 -> 4142 ;
4143 [label="products_count <= 23.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4111 -> 4143 ;
4144 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4143 -> 4144 ;
4145 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4143 -> 4145 ;
4146 [label="gini = 0.0\nsamples = 26\nvalue = [0, 26]", fillcolor="#399de5ff"] ;
4024 -> 4146 ;
4147 [label="login_count <= 156.5\ngini = 0.1327\nsamples = 84\nvalue = [6, 78]", fillcolor="#399de5eb"] ;
4023 -> 4147 ;
4148 [label="America/New_York <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#399de5aa"] ;
4147 -> 4148 ;
4149 [label="products_count <= 22.5\ngini = 0.2975\nsamples = 11\nvalue = [2, 9]", fillcolor="#399de5c6"] ;
4148 -> 4149 ;
4150 [label="login_count <= 141.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
4149 -> 4150 ;
4151 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4150 -> 4151 ;
4152 [label="Australia/West <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4150 -> 4152 ;
4153 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4152 -> 4153 ;
4154 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4152 -> 4154 ;
4155 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4149 -> 4155 ;
4156 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4148 -> 4156 ;
4157 [label="America/Los_Angeles <= 0.5\ngini = 0.0799\nsamples = 72\nvalue = [3, 69]", fillcolor="#399de5f4"] ;
4147 -> 4157 ;
4158 [label="Europe/London <= 0.5\ngini = 0.0571\nsamples = 68\nvalue = [2, 66]", fillcolor="#399de5f7"] ;
4157 -> 4158 ;
4159 [label="login_count <= 214.0\ngini = 0.0328\nsamples = 60\nvalue = [1, 59]", fillcolor="#399de5fb"] ;
4158 -> 4159 ;
4160 [label="login_count <= 212.0\ngini = 0.1049\nsamples = 18\nvalue = [1, 17]", fillcolor="#399de5f0"] ;
4159 -> 4160 ;
4161 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]", fillcolor="#399de5ff"] ;
4160 -> 4161 ;
4162 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4160 -> 4162 ;
4163 [label="gini = 0.0\nsamples = 42\nvalue = [0, 42]", fillcolor="#399de5ff"] ;
4159 -> 4163 ;
4164 [label="firefox <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
4158 -> 4164 ;
4165 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
4164 -> 4165 ;
4166 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4164 -> 4166 ;
4167 [label="products_count <= 22.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
4157 -> 4167 ;
4168 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4167 -> 4168 ;
4169 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4167 -> 4169 ;
4170 [label="login_count <= 182.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
4022 -> 4170 ;
4171 [label="Ranger <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4170 -> 4171 ;
4172 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4171 -> 4172 ;
4173 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4171 -> 4173 ;
4174 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4170 -> 4174 ;
4175 [label="Europe/Berlin <= 0.5\ngini = 0.368\nsamples = 728\nvalue = [177, 551]", fillcolor="#399de5ad"] ;
4021 -> 4175 ;
4176 [label="Europe/Moscow <= 0.5\ngini = 0.3605\nsamples = 708\nvalue = [167, 541]", fillcolor="#399de5b0"] ;
4175 -> 4176 ;
4177 [label="Europe/Brussels <= 0.5\ngini = 0.3582\nsamples = 706\nvalue = [165, 541]", fillcolor="#399de5b1"] ;
4176 -> 4177 ;
4178 [label="America/Chicago <= 0.5\ngini = 0.3559\nsamples = 704\nvalue = [163, 541]", fillcolor="#399de5b2"] ;
4177 -> 4178 ;
4179 [label="login_count <= 134.5\ngini = 0.3405\nsamples = 625\nvalue = [136, 489]", fillcolor="#399de5b8"] ;
4178 -> 4179 ;
4180 [label="America/New_York <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
4179 -> 4180 ;
4181 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4180 -> 4181 ;
4182 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4180 -> 4182 ;
4183 [label="login_count <= 140.5\ngini = 0.337\nsamples = 620\nvalue = [133, 487]", fillcolor="#399de5b9"] ;
4179 -> 4183 ;
4184 [label="America/Bogota <= 0.5\ngini = 0.0868\nsamples = 22\nvalue = [1, 21]", fillcolor="#399de5f3"] ;
4183 -> 4184 ;
4185 [label="gini = 0.0\nsamples = 21\nvalue = [0, 21]", fillcolor="#399de5ff"] ;
4184 -> 4185 ;
4186 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4184 -> 4186 ;
4187 [label="Australia/NSW <= 0.5\ngini = 0.344\nsamples = 598\nvalue = [132, 466]", fillcolor="#399de5b7"] ;
4183 -> 4187 ;
4188 [label="Asia/Dhaka <= 0.5\ngini = 0.351\nsamples = 577\nvalue = [131, 446]", fillcolor="#399de5b4"] ;
4187 -> 4188 ;
4189 [label="America/Montevideo <= 0.5\ngini = 0.3495\nsamples = 576\nvalue = [130, 446]", fillcolor="#399de5b5"] ;
4188 -> 4189 ;
4190 [label="Asia/Jakarta <= 0.5\ngini = 0.348\nsamples = 575\nvalue = [129, 446]", fillcolor="#399de5b5"] ;
4189 -> 4190 ;
4191 [label="Europe/Athens <= 0.5\ngini = 0.3465\nsamples = 574\nvalue = [128, 446]", fillcolor="#399de5b6"] ;
4190 -> 4191 ;
4192 [label="Asia/Novosibirsk <= 0.5\ngini = 0.345\nsamples = 573\nvalue = [127, 446]", fillcolor="#399de5b6"] ;
4191 -> 4192 ;
4193 [label="gini = 0.3435\nsamples = 572\nvalue = [126, 446]", fillcolor="#399de5b7"] ;
4192 -> 4193 ;
4194 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4192 -> 4194 ;
4195 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4191 -> 4195 ;
4196 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4190 -> 4196 ;
4197 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4189 -> 4197 ;
4198 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4188 -> 4198 ;
4199 [label="login_count <= 641.0\ngini = 0.0907\nsamples = 21\nvalue = [1, 20]", fillcolor="#399de5f2"] ;
4187 -> 4199 ;
4200 [label="gini = 0.0\nsamples = 16\nvalue = [0, 16]", fillcolor="#399de5ff"] ;
4199 -> 4200 ;
4201 [label="login_count <= 768.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
4199 -> 4201 ;
4202 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4201 -> 4202 ;
4203 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
4201 -> 4203 ;
4204 [label="chrome <= 0.5\ngini = 0.4499\nsamples = 79\nvalue = [27, 52]", fillcolor="#399de57b"] ;
4178 -> 4204 ;
4205 [label="login_count <= 353.5\ngini = 0.4988\nsamples = 40\nvalue = [19, 21]", fillcolor="#399de518"] ;
4204 -> 4205 ;
4206 [label="edge <= 0.5\ngini = 0.4764\nsamples = 23\nvalue = [14, 9]", fillcolor="#e581395b"] ;
4205 -> 4206 ;
4207 [label="products_count <= 24.5\ngini = 0.42\nsamples = 20\nvalue = [14, 6]", fillcolor="#e5813992"] ;
4206 -> 4207 ;
4208 [label="login_count <= 145.5\ngini = 0.1653\nsamples = 11\nvalue = [10, 1]", fillcolor="#e58139e6"] ;
4207 -> 4208 ;
4209 [label="products_count <= 18.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4208 -> 4209 ;
4210 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4209 -> 4210 ;
4211 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4209 -> 4211 ;
4212 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139ff"] ;
4208 -> 4212 ;
4213 [label="login_count <= 151.0\ngini = 0.4938\nsamples = 9\nvalue = [4, 5]", fillcolor="#399de533"] ;
4207 -> 4213 ;
4214 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4213 -> 4214 ;
4215 [label="login_count <= 202.5\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
4213 -> 4215 ;
4216 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4215 -> 4216 ;
4217 [label="Diamond <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
4215 -> 4217 ;
4218 [label="login_count <= 250.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
4217 -> 4218 ;
4219 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4218 -> 4219 ;
4220 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4218 -> 4220 ;
4221 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4217 -> 4221 ;
4222 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4206 -> 4222 ;
4223 [label="products_count <= 24.5\ngini = 0.4152\nsamples = 17\nvalue = [5, 12]", fillcolor="#399de595"] ;
4205 -> 4223 ;
4224 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
4223 -> 4224 ;
4225 [label="safari <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
4223 -> 4225 ;
4226 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
4225 -> 4226 ;
4227 [label="Diamond <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4225 -> 4227 ;
4228 [label="login_count <= 780.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4227 -> 4228 ;
4229 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4228 -> 4229 ;
4230 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4228 -> 4230 ;
4231 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4227 -> 4231 ;
4232 [label="products_count <= 15.5\ngini = 0.3261\nsamples = 39\nvalue = [8, 31]", fillcolor="#399de5bd"] ;
4204 -> 4232 ;
4233 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4232 -> 4233 ;
4234 [label="login_count <= 719.5\ngini = 0.3006\nsamples = 38\nvalue = [7, 31]", fillcolor="#399de5c5"] ;
4232 -> 4234 ;
4235 [label="products_count <= 17.5\ngini = 0.2509\nsamples = 34\nvalue = [5, 29]", fillcolor="#399de5d3"] ;
4234 -> 4235 ;
4236 [label="login_count <= 240.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
4235 -> 4236 ;
4237 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4236 -> 4237 ;
4238 [label="login_count <= 280.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4236 -> 4238 ;
4239 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4238 -> 4239 ;
4240 [label="login_count <= 323.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4238 -> 4240 ;
4241 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4240 -> 4241 ;
4242 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4240 -> 4242 ;
4243 [label="products_count <= 21.5\ngini = 0.18\nsamples = 30\nvalue = [3, 27]", fillcolor="#399de5e3"] ;
4235 -> 4243 ;
4244 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]", fillcolor="#399de5ff"] ;
4243 -> 4244 ;
4245 [label="login_count <= 322.0\ngini = 0.2907\nsamples = 17\nvalue = [3, 14]", fillcolor="#399de5c8"] ;
4243 -> 4245 ;
4246 [label="login_count <= 297.5\ngini = 0.3967\nsamples = 11\nvalue = [3, 8]", fillcolor="#399de59f"] ;
4245 -> 4246 ;
4247 [label="products_count <= 23.0\ngini = 0.32\nsamples = 10\nvalue = [2, 8]", fillcolor="#399de5bf"] ;
4246 -> 4247 ;
4248 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4247 -> 4248 ;
4249 [label="gini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
4247 -> 4249 ;
4250 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4246 -> 4250 ;
4251 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4245 -> 4251 ;
4252 [label="products_count <= 19.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
4234 -> 4252 ;
4253 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4252 -> 4253 ;
4254 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4252 -> 4254 ;
4255 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4177 -> 4255 ;
4256 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4176 -> 4256 ;
4257 [label="login_count <= 176.5\ngini = 0.5\nsamples = 20\nvalue = [10, 10]", fillcolor="#e5813900"] ;
4175 -> 4257 ;
4258 [label="products_count <= 16.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
4257 -> 4258 ;
4259 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4258 -> 4259 ;
4260 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
4258 -> 4260 ;
4261 [label="products_count <= 16.5\ngini = 0.48\nsamples = 15\nvalue = [6, 9]", fillcolor="#399de555"] ;
4257 -> 4261 ;
4262 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4261 -> 4262 ;
4263 [label="opera <= 0.5\ngini = 0.4592\nsamples = 14\nvalue = [5, 9]", fillcolor="#399de571"] ;
4261 -> 4263 ;
4264 [label="internet explorer <= 0.5\ngini = 0.426\nsamples = 13\nvalue = [4, 9]", fillcolor="#399de58e"] ;
4263 -> 4264 ;
4265 [label="login_count <= 510.0\ngini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#399de5aa"] ;
4264 -> 4265 ;
4266 [label="login_count <= 252.0\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
4265 -> 4266 ;
4267 [label="products_count <= 18.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4266 -> 4267 ;
4268 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4267 -> 4268 ;
4269 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4267 -> 4269 ;
4270 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
4266 -> 4270 ;
4271 [label="login_count <= 627.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
4265 -> 4271 ;
4272 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4271 -> 4272 ;
4273 [label="chrome <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
4271 -> 4273 ;
4274 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4273 -> 4274 ;
4275 [label="login_count <= 883.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4273 -> 4275 ;
4276 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4275 -> 4276 ;
4277 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4275 -> 4277 ;
4278 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4264 -> 4278 ;
4279 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4263 -> 4279 ;
4280 [label="login_count <= 349.5\ngini = 0.4318\nsamples = 260\nvalue = [82, 178]", fillcolor="#399de58a"] ;
4020 -> 4280 ;
4281 [label="edge <= 0.5\ngini = 0.4891\nsamples = 115\nvalue = [49, 66]", fillcolor="#399de542"] ;
4280 -> 4281 ;
4282 [label="America/Los_Angeles <= 0.5\ngini = 0.4841\nsamples = 112\nvalue = [46, 66]", fillcolor="#399de54d"] ;
4281 -> 4282 ;
4283 [label="opera <= 0.5\ngini = 0.4951\nsamples = 91\nvalue = [41, 50]", fillcolor="#399de52e"] ;
4282 -> 4283 ;
4284 [label="login_count <= 343.0\ngini = 0.4924\nsamples = 89\nvalue = [39, 50]", fillcolor="#399de538"] ;
4283 -> 4284 ;
4285 [label="login_count <= 252.5\ngini = 0.4888\nsamples = 87\nvalue = [37, 50]", fillcolor="#399de542"] ;
4284 -> 4285 ;
4286 [label="login_count <= 245.5\ngini = 0.5\nsamples = 56\nvalue = [28, 28]", fillcolor="#e5813900"] ;
4285 -> 4286 ;
4287 [label="safari <= 0.5\ngini = 0.4984\nsamples = 53\nvalue = [25, 28]", fillcolor="#399de51b"] ;
4286 -> 4287 ;
4288 [label="products_count <= 24.5\ngini = 0.48\nsamples = 40\nvalue = [16, 24]", fillcolor="#399de555"] ;
4287 -> 4288 ;
4289 [label="login_count <= 192.5\ngini = 0.417\nsamples = 27\nvalue = [8, 19]", fillcolor="#399de594"] ;
4288 -> 4289 ;
4290 [label="Europe/London <= 0.5\ngini = 0.5\nsamples = 14\nvalue = [7, 7]", fillcolor="#e5813900"] ;
4289 -> 4290 ;
4291 [label="login_count <= 140.0\ngini = 0.4628\nsamples = 11\nvalue = [7, 4]", fillcolor="#e581396d"] ;
4290 -> 4291 ;
4292 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4291 -> 4292 ;
4293 [label="chrome <= 0.5\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
4291 -> 4293 ;
4294 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4293 -> 4294 ;
4295 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
4293 -> 4295 ;
4296 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4290 -> 4296 ;
4297 [label="Europe/London <= 0.5\ngini = 0.142\nsamples = 13\nvalue = [1, 12]", fillcolor="#399de5ea"] ;
4289 -> 4297 ;
4298 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
4297 -> 4298 ;
4299 [label="products_count <= 22.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4297 -> 4299 ;
4300 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4299 -> 4300 ;
4301 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4299 -> 4301 ;
4302 [label="login_count <= 180.5\ngini = 0.4734\nsamples = 13\nvalue = [8, 5]", fillcolor="#e5813960"] ;
4288 -> 4302 ;
4303 [label="America/Chicago <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
4302 -> 4303 ;
4304 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4303 -> 4304 ;
4305 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4303 -> 4305 ;
4306 [label="America/Denver <= 0.5\ngini = 0.3457\nsamples = 9\nvalue = [7, 2]", fillcolor="#e58139b6"] ;
4302 -> 4306 ;
4307 [label="products_count <= 28.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
4306 -> 4307 ;
4308 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139ff"] ;
4307 -> 4308 ;
4309 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4307 -> 4309 ;
4310 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4306 -> 4310 ;
4311 [label="Europe/Paris <= 0.5\ngini = 0.426\nsamples = 13\nvalue = [9, 4]", fillcolor="#e581398e"] ;
4287 -> 4311 ;
4312 [label="America/Chicago <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#e58139aa"] ;
4311 -> 4312 ;
4313 [label="America/New_York <= 0.5\ngini = 0.2975\nsamples = 11\nvalue = [9, 2]", fillcolor="#e58139c6"] ;
4312 -> 4313 ;
4314 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
4313 -> 4314 ;
4315 [label="products_count <= 17.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
4313 -> 4315 ;
4316 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4315 -> 4316 ;
4317 [label="login_count <= 175.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
4315 -> 4317 ;
4318 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4317 -> 4318 ;
4319 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4317 -> 4319 ;
4320 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4312 -> 4320 ;
4321 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4311 -> 4321 ;
4322 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4286 -> 4322 ;
4323 [label="login_count <= 268.5\ngini = 0.4121\nsamples = 31\nvalue = [9, 22]", fillcolor="#399de597"] ;
4285 -> 4323 ;
4324 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4323 -> 4324 ;
4325 [label="login_count <= 292.5\ngini = 0.4608\nsamples = 25\nvalue = [9, 16]", fillcolor="#399de570"] ;
4323 -> 4325 ;
4326 [label="Europe/Madrid <= 0.5\ngini = 0.4898\nsamples = 7\nvalue = [4, 3]", fillcolor="#e5813940"] ;
4325 -> 4326 ;
4327 [label="chrome <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
4326 -> 4327 ;
4328 [label="Diamond <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4327 -> 4328 ;
4329 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4328 -> 4329 ;
4330 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4328 -> 4330 ;
4331 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4327 -> 4331 ;
4332 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4326 -> 4332 ;
4333 [label="Europe/Rome <= 0.5\ngini = 0.4012\nsamples = 18\nvalue = [5, 13]", fillcolor="#399de59d"] ;
4325 -> 4333 ;
4334 [label="Asia/Vladivostok <= 0.5\ngini = 0.3599\nsamples = 17\nvalue = [4, 13]", fillcolor="#399de5b1"] ;
4333 -> 4334 ;
4335 [label="login_count <= 336.0\ngini = 0.3047\nsamples = 16\nvalue = [3, 13]", fillcolor="#399de5c4"] ;
4334 -> 4335 ;
4336 [label="login_count <= 313.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]", fillcolor="#399de5e3"] ;
4335 -> 4336 ;
4337 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4336 -> 4337 ;
4338 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4337 -> 4338 ;
4339 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4337 -> 4339 ;
4340 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
4336 -> 4340 ;
4341 [label="login_count <= 339.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
4335 -> 4341 ;
4342 [label="America/New_York <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
4341 -> 4342 ;
4343 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4342 -> 4343 ;
4344 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4342 -> 4344 ;
4345 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4341 -> 4345 ;
4346 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4334 -> 4346 ;
4347 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4333 -> 4347 ;
4348 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4284 -> 4348 ;
4349 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4283 -> 4349 ;
4350 [label="login_count <= 153.0\ngini = 0.3628\nsamples = 21\nvalue = [5, 16]", fillcolor="#399de5af"] ;
4282 -> 4350 ;
4351 [label="login_count <= 141.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
4350 -> 4351 ;
4352 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4351 -> 4352 ;
4353 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4351 -> 4353 ;
4354 [label="login_count <= 287.5\ngini = 0.2076\nsamples = 17\nvalue = [2, 15]", fillcolor="#399de5dd"] ;
4350 -> 4354 ;
4355 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]", fillcolor="#399de5ff"] ;
4354 -> 4355 ;
4356 [label="safari <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4354 -> 4356 ;
4357 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4356 -> 4357 ;
4358 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4356 -> 4358 ;
4359 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4281 -> 4359 ;
4360 [label="safari <= 0.5\ngini = 0.3516\nsamples = 145\nvalue = [33, 112]", fillcolor="#399de5b4"] ;
4280 -> 4360 ;
4361 [label="opera <= 0.5\ngini = 0.4167\nsamples = 98\nvalue = [29, 69]", fillcolor="#399de594"] ;
4360 -> 4361 ;
4362 [label="login_count <= 524.5\ngini = 0.4043\nsamples = 96\nvalue = [27, 69]", fillcolor="#399de59b"] ;
4361 -> 4362 ;
4363 [label="Asia/Singapore <= 0.5\ngini = 0.2449\nsamples = 28\nvalue = [4, 24]", fillcolor="#399de5d4"] ;
4362 -> 4363 ;
4364 [label="America/Los_Angeles <= 0.5\ngini = 0.1975\nsamples = 27\nvalue = [3, 24]", fillcolor="#399de5df"] ;
4363 -> 4364 ;
4365 [label="Australia/Victoria <= 0.5\ngini = 0.0868\nsamples = 22\nvalue = [1, 21]", fillcolor="#399de5f3"] ;
4364 -> 4365 ;
4366 [label="gini = 0.0\nsamples = 20\nvalue = [0, 20]", fillcolor="#399de5ff"] ;
4365 -> 4366 ;
4367 [label="firefox <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4365 -> 4367 ;
4368 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4367 -> 4368 ;
4369 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4367 -> 4369 ;
4370 [label="products_count <= 24.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
4364 -> 4370 ;
4371 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4370 -> 4371 ;
4372 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4370 -> 4372 ;
4373 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4363 -> 4373 ;
4374 [label="Europe/London <= 0.5\ngini = 0.4477\nsamples = 68\nvalue = [23, 45]", fillcolor="#399de57d"] ;
4362 -> 4374 ;
4375 [label="products_count <= 22.5\ngini = 0.474\nsamples = 57\nvalue = [22, 35]", fillcolor="#399de55f"] ;
4374 -> 4375 ;
4376 [label="login_count <= 914.0\ngini = 0.4875\nsamples = 19\nvalue = [11, 8]", fillcolor="#e5813946"] ;
4375 -> 4376 ;
4377 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
4376 -> 4377 ;
4378 [label="products_count <= 18.5\ngini = 0.4734\nsamples = 13\nvalue = [5, 8]", fillcolor="#399de560"] ;
4376 -> 4378 ;
4379 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4378 -> 4379 ;
4380 [label="login_count <= 1321.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]", fillcolor="#e5813900"] ;
4378 -> 4380 ;
4381 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4380 -> 4381 ;
4382 [label="America/Los_Angeles <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
4380 -> 4382 ;
4383 [label="login_count <= 3542.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
4382 -> 4383 ;
4384 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
4383 -> 4384 ;
4385 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4383 -> 4385 ;
4386 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4382 -> 4386 ;
4387 [label="login_count <= 1659.0\ngini = 0.4114\nsamples = 38\nvalue = [11, 27]", fillcolor="#399de597"] ;
4375 -> 4387 ;
4388 [label="login_count <= 1541.0\ngini = 0.4512\nsamples = 32\nvalue = [11, 21]", fillcolor="#399de579"] ;
4387 -> 4388 ;
4389 [label="login_count <= 645.0\ngini = 0.42\nsamples = 30\nvalue = [9, 21]", fillcolor="#399de592"] ;
4388 -> 4389 ;
4390 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
4389 -> 4390 ;
4391 [label="login_count <= 691.5\ngini = 0.4608\nsamples = 25\nvalue = [9, 16]", fillcolor="#399de570"] ;
4389 -> 4391 ;
4392 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4391 -> 4392 ;
4393 [label="Europe/Berlin <= 0.5\ngini = 0.4234\nsamples = 23\nvalue = [7, 16]", fillcolor="#399de58f"] ;
4391 -> 4393 ;
4394 [label="Europe/Madrid <= 0.5\ngini = 0.3967\nsamples = 22\nvalue = [6, 16]", fillcolor="#399de59f"] ;
4393 -> 4394 ;
4395 [label="America/Denver <= 0.5\ngini = 0.3628\nsamples = 21\nvalue = [5, 16]", fillcolor="#399de5af"] ;
4394 -> 4395 ;
4396 [label="gini = 0.32\nsamples = 20\nvalue = [4, 16]", fillcolor="#399de5bf"] ;
4395 -> 4396 ;
4397 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4395 -> 4397 ;
4398 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4394 -> 4398 ;
4399 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4393 -> 4399 ;
4400 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4388 -> 4400 ;
4401 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4387 -> 4401 ;
4402 [label="firefox <= 0.5\ngini = 0.1653\nsamples = 11\nvalue = [1, 10]", fillcolor="#399de5e6"] ;
4374 -> 4402 ;
4403 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5ff"] ;
4402 -> 4403 ;
4404 [label="products_count <= 24.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4402 -> 4404 ;
4405 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4404 -> 4405 ;
4406 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4404 -> 4406 ;
4407 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4361 -> 4407 ;
4408 [label="Europe/Dublin <= 0.5\ngini = 0.1557\nsamples = 47\nvalue = [4, 43]", fillcolor="#399de5e7"] ;
4360 -> 4408 ;
4409 [label="Europe/Minsk <= 0.5\ngini = 0.1219\nsamples = 46\nvalue = [3, 43]", fillcolor="#399de5ed"] ;
4408 -> 4409 ;
4410 [label="login_count <= 1429.5\ngini = 0.0849\nsamples = 45\nvalue = [2, 43]", fillcolor="#399de5f3"] ;
4409 -> 4410 ;
4411 [label="gini = 0.0\nsamples = 36\nvalue = [0, 36]", fillcolor="#399de5ff"] ;
4410 -> 4411 ;
4412 [label="products_count <= 23.5\ngini = 0.3457\nsamples = 9\nvalue = [2, 7]", fillcolor="#399de5b6"] ;
4410 -> 4412 ;
4413 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4412 -> 4413 ;
4414 [label="Europe/London <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4412 -> 4414 ;
4415 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4414 -> 4415 ;
4416 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4414 -> 4416 ;
4417 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4409 -> 4417 ;
4418 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4408 -> 4418 ;
4419 [label="Europe/Madrid <= 0.5\ngini = 0.4474\nsamples = 219\nvalue = [74, 145]", fillcolor="#399de57d"] ;
4019 -> 4419 ;
4420 [label="login_count <= 685.5\ngini = 0.4391\nsamples = 212\nvalue = [69, 143]", fillcolor="#399de584"] ;
4419 -> 4420 ;
4421 [label="products_count <= 28.5\ngini = 0.4594\nsamples = 179\nvalue = [64, 115]", fillcolor="#399de571"] ;
4420 -> 4421 ;
4422 [label="login_count <= 665.5\ngini = 0.4495\nsamples = 173\nvalue = [59, 114]", fillcolor="#399de57b"] ;
4421 -> 4422 ;
4423 [label="products_count <= 17.5\ngini = 0.4444\nsamples = 171\nvalue = [57, 114]", fillcolor="#399de57f"] ;
4422 -> 4423 ;
4424 [label="login_count <= 222.5\ngini = 0.4993\nsamples = 27\nvalue = [13, 14]", fillcolor="#399de512"] ;
4423 -> 4424 ;
4425 [label="login_count <= 158.0\ngini = 0.4688\nsamples = 16\nvalue = [10, 6]", fillcolor="#e5813966"] ;
4424 -> 4425 ;
4426 [label="internet explorer <= 0.5\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
4425 -> 4426 ;
4427 [label="login_count <= 137.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
4426 -> 4427 ;
4428 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4427 -> 4428 ;
4429 [label="products_count <= 16.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
4427 -> 4429 ;
4430 [label="products_count <= 15.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4429 -> 4430 ;
4431 [label="America/Chicago <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4430 -> 4431 ;
4432 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4431 -> 4432 ;
4433 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4431 -> 4433 ;
4434 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4430 -> 4434 ;
4435 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4429 -> 4435 ;
4436 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4426 -> 4436 ;
4437 [label="login_count <= 195.5\ngini = 0.2188\nsamples = 8\nvalue = [7, 1]", fillcolor="#e58139db"] ;
4425 -> 4437 ;
4438 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139ff"] ;
4437 -> 4438 ;
4439 [label="America/Los_Angeles <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4437 -> 4439 ;
4440 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4439 -> 4440 ;
4441 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4439 -> 4441 ;
4442 [label="login_count <= 375.0\ngini = 0.3967\nsamples = 11\nvalue = [3, 8]", fillcolor="#399de59f"] ;
4424 -> 4442 ;
4443 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
4442 -> 4443 ;
4444 [label="chrome <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
4442 -> 4444 ;
4445 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4444 -> 4445 ;
4446 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4444 -> 4446 ;
4447 [label="products_count <= 20.5\ngini = 0.4244\nsamples = 144\nvalue = [44, 100]", fillcolor="#399de58f"] ;
4423 -> 4447 ;
4448 [label="chrome <= 0.5\ngini = 0.32\nsamples = 35\nvalue = [7, 28]", fillcolor="#399de5bf"] ;
4447 -> 4448 ;
4449 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]", fillcolor="#399de5ff"] ;
4448 -> 4449 ;
4450 [label="login_count <= 210.0\ngini = 0.4444\nsamples = 21\nvalue = [7, 14]", fillcolor="#399de57f"] ;
4448 -> 4450 ;
4451 [label="America/Chicago <= 0.5\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
4450 -> 4451 ;
4452 [label="login_count <= 189.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#e58139bf"] ;
4451 -> 4452 ;
4453 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4452 -> 4453 ;
4454 [label="login_count <= 199.0\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4452 -> 4454 ;
4455 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4454 -> 4455 ;
4456 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4454 -> 4456 ;
4457 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4451 -> 4457 ;
4458 [label="Europe/Stockholm <= 0.5\ngini = 0.32\nsamples = 15\nvalue = [3, 12]", fillcolor="#399de5bf"] ;
4450 -> 4458 ;
4459 [label="Europe/London <= 0.5\ngini = 0.2449\nsamples = 14\nvalue = [2, 12]", fillcolor="#399de5d4"] ;
4458 -> 4459 ;
4460 [label="America/Los_Angeles <= 0.5\ngini = 0.142\nsamples = 13\nvalue = [1, 12]", fillcolor="#399de5ea"] ;
4459 -> 4460 ;
4461 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]", fillcolor="#399de5ff"] ;
4460 -> 4461 ;
4462 [label="login_count <= 283.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
4460 -> 4462 ;
4463 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4462 -> 4463 ;
4464 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4462 -> 4464 ;
4465 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4459 -> 4465 ;
4466 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4458 -> 4466 ;
4467 [label="products_count <= 21.5\ngini = 0.4484\nsamples = 109\nvalue = [37, 72]", fillcolor="#399de57c"] ;
4447 -> 4467 ;
4468 [label="safari <= 0.5\ngini = 0.4959\nsamples = 11\nvalue = [6, 5]", fillcolor="#e581392a"] ;
4467 -> 4468 ;
4469 [label="login_count <= 253.0\ngini = 0.4688\nsamples = 8\nvalue = [3, 5]", fillcolor="#399de566"] ;
4468 -> 4469 ;
4470 [label="America/Chicago <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
4469 -> 4470 ;
4471 [label="Europe/Paris <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
4470 -> 4471 ;
4472 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4471 -> 4472 ;
4473 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4471 -> 4473 ;
4474 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4470 -> 4474 ;
4475 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4469 -> 4475 ;
4476 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4468 -> 4476 ;
4477 [label="Europe/Helsinki <= 0.5\ngini = 0.4325\nsamples = 98\nvalue = [31, 67]", fillcolor="#399de589"] ;
4467 -> 4477 ;
4478 [label="Titanium <= 0.5\ngini = 0.4273\nsamples = 97\nvalue = [30, 67]", fillcolor="#399de58d"] ;
4477 -> 4478 ;
4479 [label="Australia/South <= 0.5\ngini = 0.4217\nsamples = 96\nvalue = [29, 67]", fillcolor="#399de591"] ;
4478 -> 4479 ;
4480 [label="America/Montreal <= 0.5\ngini = 0.4157\nsamples = 95\nvalue = [28, 67]", fillcolor="#399de594"] ;
4479 -> 4480 ;
4481 [label="Europe/Rome <= 0.5\ngini = 0.4095\nsamples = 94\nvalue = [27, 67]", fillcolor="#399de598"] ;
4480 -> 4481 ;
4482 [label="America/Indianapolis <= 0.5\ngini = 0.4028\nsamples = 93\nvalue = [26, 67]", fillcolor="#399de59c"] ;
4481 -> 4482 ;
4483 [label="products_count <= 23.5\ngini = 0.3958\nsamples = 92\nvalue = [25, 67]", fillcolor="#399de5a0"] ;
4482 -> 4483 ;
4484 [label="gini = 0.2778\nsamples = 30\nvalue = [5, 25]", fillcolor="#399de5cc"] ;
4483 -> 4484 ;
4485 [label="gini = 0.437\nsamples = 62\nvalue = [20, 42]", fillcolor="#399de586"] ;
4483 -> 4485 ;
4486 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4482 -> 4486 ;
4487 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4481 -> 4487 ;
4488 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4480 -> 4488 ;
4489 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4479 -> 4489 ;
4490 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4478 -> 4490 ;
4491 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4477 -> 4491 ;
4492 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4422 -> 4492 ;
4493 [label="Europe/Paris <= 0.5\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
4421 -> 4493 ;
4494 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
4493 -> 4494 ;
4495 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4493 -> 4495 ;
4496 [label="Europe/Warsaw <= 0.5\ngini = 0.2571\nsamples = 33\nvalue = [5, 28]", fillcolor="#399de5d1"] ;
4420 -> 4496 ;
4497 [label="Australia/Victoria <= 0.5\ngini = 0.2188\nsamples = 32\nvalue = [4, 28]", fillcolor="#399de5db"] ;
4496 -> 4497 ;
4498 [label="Europe/Brussels <= 0.5\ngini = 0.1748\nsamples = 31\nvalue = [3, 28]", fillcolor="#399de5e4"] ;
4497 -> 4498 ;
4499 [label="America/Denver <= 0.5\ngini = 0.1284\nsamples = 29\nvalue = [2, 27]", fillcolor="#399de5ec"] ;
4498 -> 4499 ;
4500 [label="Europe/London <= 0.5\ngini = 0.074\nsamples = 26\nvalue = [1, 25]", fillcolor="#399de5f5"] ;
4499 -> 4500 ;
4501 [label="gini = 0.0\nsamples = 19\nvalue = [0, 19]", fillcolor="#399de5ff"] ;
4500 -> 4501 ;
4502 [label="chrome <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
4500 -> 4502 ;
4503 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
4502 -> 4503 ;
4504 [label="products_count <= 22.0\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4502 -> 4504 ;
4505 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4504 -> 4505 ;
4506 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4504 -> 4506 ;
4507 [label="login_count <= 1091.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4499 -> 4507 ;
4508 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4507 -> 4508 ;
4509 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4507 -> 4509 ;
4510 [label="login_count <= 1482.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4498 -> 4510 ;
4511 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4510 -> 4511 ;
4512 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4510 -> 4512 ;
4513 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4497 -> 4513 ;
4514 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4496 -> 4514 ;
4515 [label="products_count <= 19.5\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
4419 -> 4515 ;
4516 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4515 -> 4516 ;
4517 [label="products_count <= 27.0\ngini = 0.2778\nsamples = 6\nvalue = [5, 1]", fillcolor="#e58139cc"] ;
4515 -> 4517 ;
4518 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
4517 -> 4518 ;
4519 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4517 -> 4519 ;
4520 [label="login_count <= 1888.0\ngini = 0.2471\nsamples = 1960\nvalue = [283, 1677]", fillcolor="#399de5d4"] ;
4018 -> 4520 ;
4521 [label="Asia/Taipei <= 0.5\ngini = 0.2616\nsamples = 1790\nvalue = [277, 1513]", fillcolor="#399de5d0"] ;
4520 -> 4521 ;
4522 [label="America/Puerto_Rico <= 0.5\ngini = 0.2596\nsamples = 1787\nvalue = [274, 1513]", fillcolor="#399de5d1"] ;
4521 -> 4522 ;
4523 [label="safari <= 0.5\ngini = 0.2583\nsamples = 1785\nvalue = [272, 1513]", fillcolor="#399de5d1"] ;
4522 -> 4523 ;
4524 [label="products_count <= 229.5\ngini = 0.2867\nsamples = 1136\nvalue = [197, 939]", fillcolor="#399de5ca"] ;
4523 -> 4524 ;
4525 [label="Asia/Tokyo <= 0.5\ngini = 0.2694\nsamples = 1066\nvalue = [171, 895]", fillcolor="#399de5ce"] ;
4524 -> 4525 ;
4526 [label="login_count <= 271.0\ngini = 0.2672\nsamples = 1064\nvalue = [169, 895]", fillcolor="#399de5cf"] ;
4525 -> 4526 ;
4527 [label="America/Denver <= 0.5\ngini = 0.3335\nsamples = 331\nvalue = [70, 261]", fillcolor="#399de5bb"] ;
4526 -> 4527 ;
4528 [label="chrome <= 0.5\ngini = 0.3252\nsamples = 323\nvalue = [66, 257]", fillcolor="#399de5be"] ;
4527 -> 4528 ;
4529 [label="login_count <= 218.5\ngini = 0.4024\nsamples = 86\nvalue = [24, 62]", fillcolor="#399de59c"] ;
4528 -> 4529 ;
4530 [label="login_count <= 175.0\ngini = 0.3115\nsamples = 57\nvalue = [11, 46]", fillcolor="#399de5c2"] ;
4529 -> 4530 ;
4531 [label="login_count <= 173.5\ngini = 0.4297\nsamples = 32\nvalue = [10, 22]", fillcolor="#399de58b"] ;
4530 -> 4531 ;
4532 [label="products_count <= 83.0\ngini = 0.3911\nsamples = 30\nvalue = [8, 22]", fillcolor="#399de5a2"] ;
4531 -> 4532 ;
4533 [label="Australia/Victoria <= 0.5\ngini = 0.2778\nsamples = 24\nvalue = [4, 20]", fillcolor="#399de5cc"] ;
4532 -> 4533 ;
4534 [label="products_count <= 54.0\ngini = 0.2268\nsamples = 23\nvalue = [3, 20]", fillcolor="#399de5d9"] ;
4533 -> 4534 ;
4535 [label="gini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#399de5aa"] ;
4534 -> 4535 ;
4536 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]", fillcolor="#399de5ff"] ;
4534 -> 4536 ;
4537 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4533 -> 4537 ;
4538 [label="login_count <= 165.0\ngini = 0.4444\nsamples = 6\nvalue = [4, 2]", fillcolor="#e581397f"] ;
4532 -> 4538 ;
4539 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
4538 -> 4539 ;
4540 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4538 -> 4540 ;
4541 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4531 -> 4541 ;
4542 [label="Lunch Break <= 0.5\ngini = 0.0768\nsamples = 25\nvalue = [1, 24]", fillcolor="#399de5f4"] ;
4530 -> 4542 ;
4543 [label="gini = 0.0\nsamples = 22\nvalue = [0, 22]", fillcolor="#399de5ff"] ;
4542 -> 4543 ;
4544 [label="America/New_York <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4542 -> 4544 ;
4545 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4544 -> 4545 ;
4546 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4544 -> 4546 ;
4547 [label="products_count <= 88.5\ngini = 0.4946\nsamples = 29\nvalue = [13, 16]", fillcolor="#399de530"] ;
4529 -> 4547 ;
4548 [label="Australia/Victoria <= 0.5\ngini = 0.4608\nsamples = 25\nvalue = [9, 16]", fillcolor="#399de570"] ;
4547 -> 4548 ;
4549 [label="Ranger <= 0.5\ngini = 0.4234\nsamples = 23\nvalue = [7, 16]", fillcolor="#399de58f"] ;
4548 -> 4549 ;
4550 [label="login_count <= 254.5\ngini = 0.3967\nsamples = 22\nvalue = [6, 16]", fillcolor="#399de59f"] ;
4549 -> 4550 ;
4551 [label="Blocks <= 0.5\ngini = 0.1653\nsamples = 11\nvalue = [1, 10]", fillcolor="#399de5e6"] ;
4550 -> 4551 ;
4552 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]", fillcolor="#399de5ff"] ;
4551 -> 4552 ;
4553 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4551 -> 4553 ;
4554 [label="Sexy <= 0.5\ngini = 0.4959\nsamples = 11\nvalue = [5, 6]", fillcolor="#399de52a"] ;
4550 -> 4554 ;
4555 [label="gini = 0.4444\nsamples = 9\nvalue = [3, 6]", fillcolor="#399de57f"] ;
4554 -> 4555 ;
4556 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4554 -> 4556 ;
4557 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4549 -> 4557 ;
4558 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4548 -> 4558 ;
4559 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139ff"] ;
4547 -> 4559 ;
4560 [label="Sidecar <= 0.5\ngini = 0.2916\nsamples = 237\nvalue = [42, 195]", fillcolor="#399de5c8"] ;
4528 -> 4560 ;
4561 [label="America/Vancouver <= 0.5\ngini = 0.2557\nsamples = 206\nvalue = [31, 175]", fillcolor="#399de5d2"] ;
4560 -> 4561 ;
4562 [label="Europe/Vienna <= 0.5\ngini = 0.2499\nsamples = 205\nvalue = [30, 175]", fillcolor="#399de5d3"] ;
4561 -> 4562 ;
4563 [label="Europe/Warsaw <= 0.5\ngini = 0.2439\nsamples = 204\nvalue = [29, 175]", fillcolor="#399de5d5"] ;
4562 -> 4563 ;
4564 [label="Asia/Seoul <= 0.5\ngini = 0.2378\nsamples = 203\nvalue = [28, 175]", fillcolor="#399de5d6"] ;
4563 -> 4564 ;
4565 [label="products_count <= 208.0\ngini = 0.2316\nsamples = 202\nvalue = [27, 175]", fillcolor="#399de5d8"] ;
4564 -> 4565 ;
4566 [label="gini = 0.2252\nsamples = 201\nvalue = [26, 175]", fillcolor="#399de5d9"] ;
4565 -> 4566 ;
4567 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4565 -> 4567 ;
4568 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4564 -> 4568 ;
4569 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4563 -> 4569 ;
4570 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4562 -> 4570 ;
4571 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4561 -> 4571 ;
4572 [label="Europe/Paris <= 0.5\ngini = 0.4579\nsamples = 31\nvalue = [11, 20]", fillcolor="#399de573"] ;
4560 -> 4572 ;
4573 [label="login_count <= 227.5\ngini = 0.4281\nsamples = 29\nvalue = [9, 20]", fillcolor="#399de58c"] ;
4572 -> 4573 ;
4574 [label="Europe/Stockholm <= 0.5\ngini = 0.375\nsamples = 24\nvalue = [6, 18]", fillcolor="#399de5aa"] ;
4573 -> 4574 ;
4575 [label="login_count <= 138.0\ngini = 0.3403\nsamples = 23\nvalue = [5, 18]", fillcolor="#399de5b8"] ;
4574 -> 4575 ;
4576 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4575 -> 4576 ;
4577 [label="login_count <= 199.0\ngini = 0.2975\nsamples = 22\nvalue = [4, 18]", fillcolor="#399de5c6"] ;
4575 -> 4577 ;
4578 [label="gini = 0.375\nsamples = 16\nvalue = [4, 12]", fillcolor="#399de5aa"] ;
4577 -> 4578 ;
4579 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4577 -> 4579 ;
4580 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4574 -> 4580 ;
4581 [label="login_count <= 242.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
4573 -> 4581 ;
4582 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4581 -> 4582 ;
4583 [label="login_count <= 261.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4581 -> 4583 ;
4584 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4583 -> 4584 ;
4585 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4583 -> 4585 ;
4586 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4572 -> 4586 ;
4587 [label="login_count <= 239.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#e5813900"] ;
4527 -> 4587 ;
4588 [label="products_count <= 98.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
4587 -> 4588 ;
4589 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
4588 -> 4589 ;
4590 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4588 -> 4590 ;
4591 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4587 -> 4591 ;
4592 [label="Sexy <= 0.5\ngini = 0.2336\nsamples = 733\nvalue = [99, 634]", fillcolor="#399de5d7"] ;
4526 -> 4592 ;
4593 [label="America/Montreal <= 0.5\ngini = 0.2056\nsamples = 576\nvalue = [67, 509]", fillcolor="#399de5dd"] ;
4592 -> 4593 ;
4594 [label="Pacific/Guam <= 0.5\ngini = 0.2032\nsamples = 575\nvalue = [66, 509]", fillcolor="#399de5de"] ;
4593 -> 4594 ;
4595 [label="Europe/Rome <= 0.5\ngini = 0.2008\nsamples = 574\nvalue = [65, 509]", fillcolor="#399de5de"] ;
4594 -> 4595 ;
4596 [label="Neat <= 0.5\ngini = 0.1948\nsamples = 567\nvalue = [62, 505]", fillcolor="#399de5e0"] ;
4595 -> 4596 ;
4597 [label="Europe/Copenhagen <= 0.5\ngini = 0.2142\nsamples = 459\nvalue = [56, 403]", fillcolor="#399de5dc"] ;
4596 -> 4597 ;
4598 [label="login_count <= 1470.0\ngini = 0.2096\nsamples = 454\nvalue = [54, 400]", fillcolor="#399de5dd"] ;
4597 -> 4598 ;
4599 [label="login_count <= 1455.5\ngini = 0.2219\nsamples = 417\nvalue = [53, 364]", fillcolor="#399de5da"] ;
4598 -> 4599 ;
4600 [label="gini = 0.2188\nsamples = 416\nvalue = [52, 364]", fillcolor="#399de5db"] ;
4599 -> 4600 ;
4601 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4599 -> 4601 ;
4602 [label="America/New_York <= 0.5\ngini = 0.0526\nsamples = 37\nvalue = [1, 36]", fillcolor="#399de5f8"] ;
4598 -> 4602 ;
4603 [label="gini = 0.0\nsamples = 27\nvalue = [0, 27]", fillcolor="#399de5ff"] ;
4602 -> 4603 ;
4604 [label="gini = 0.18\nsamples = 10\nvalue = [1, 9]", fillcolor="#399de5e3"] ;
4602 -> 4604 ;
4605 [label="PickleJuice <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#399de555"] ;
4597 -> 4605 ;
4606 [label="firefox <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
4605 -> 4606 ;
4607 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4606 -> 4607 ;
4608 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4606 -> 4608 ;
4609 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4605 -> 4609 ;
4610 [label="Asia/Hong_Kong <= 0.5\ngini = 0.1049\nsamples = 108\nvalue = [6, 102]", fillcolor="#399de5f0"] ;
4596 -> 4610 ;
4611 [label="login_count <= 338.5\ngini = 0.0891\nsamples = 107\nvalue = [5, 102]", fillcolor="#399de5f2"] ;
4610 -> 4611 ;
4612 [label="products_count <= 50.0\ngini = 0.2975\nsamples = 22\nvalue = [4, 18]", fillcolor="#399de5c6"] ;
4611 -> 4612 ;
4613 [label="gini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
4612 -> 4613 ;
4614 [label="gini = 0.1172\nsamples = 16\nvalue = [1, 15]", fillcolor="#399de5ee"] ;
4612 -> 4614 ;
4615 [label="firefox <= 0.5\ngini = 0.0233\nsamples = 85\nvalue = [1, 84]", fillcolor="#399de5fc"] ;
4611 -> 4615 ;
4616 [label="gini = 0.0\nsamples = 72\nvalue = [0, 72]", fillcolor="#399de5ff"] ;
4615 -> 4616 ;
4617 [label="gini = 0.142\nsamples = 13\nvalue = [1, 12]", fillcolor="#399de5ea"] ;
4615 -> 4617 ;
4618 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4610 -> 4618 ;
4619 [label="login_count <= 459.0\ngini = 0.4898\nsamples = 7\nvalue = [3, 4]", fillcolor="#399de540"] ;
4595 -> 4619 ;
4620 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4619 -> 4620 ;
4621 [label="products_count <= 78.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#e5813955"] ;
4619 -> 4621 ;
4622 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4621 -> 4622 ;
4623 [label="Titanium <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4621 -> 4623 ;
4624 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4623 -> 4624 ;
4625 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4623 -> 4625 ;
4626 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4594 -> 4626 ;
4627 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4593 -> 4627 ;
4628 [label="products_count <= 33.5\ngini = 0.3246\nsamples = 157\nvalue = [32, 125]", fillcolor="#399de5be"] ;
4592 -> 4628 ;
4629 [label="America/Los_Angeles <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4628 -> 4629 ;
4630 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4629 -> 4630 ;
4631 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4629 -> 4631 ;
4632 [label="Asia/Jakarta <= 0.5\ngini = 0.3137\nsamples = 154\nvalue = [30, 124]", fillcolor="#399de5c1"] ;
4628 -> 4632 ;
4633 [label="Australia/West <= 0.5\ngini = 0.3072\nsamples = 153\nvalue = [29, 124]", fillcolor="#399de5c3"] ;
4632 -> 4633 ;
4634 [label="Europe/Zurich <= 0.5\ngini = 0.3006\nsamples = 152\nvalue = [28, 124]", fillcolor="#399de5c5"] ;
4633 -> 4634 ;
4635 [label="America/St_Thomas <= 0.5\ngini = 0.2937\nsamples = 151\nvalue = [27, 124]", fillcolor="#399de5c7"] ;
4634 -> 4635 ;
4636 [label="America/Phoenix <= 0.5\ngini = 0.2866\nsamples = 150\nvalue = [26, 124]", fillcolor="#399de5ca"] ;
4635 -> 4636 ;
4637 [label="Europe/Amsterdam <= 0.5\ngini = 0.2793\nsamples = 149\nvalue = [25, 124]", fillcolor="#399de5cc"] ;
4636 -> 4637 ;
4638 [label="gini = 0.2717\nsamples = 148\nvalue = [24, 124]", fillcolor="#399de5ce"] ;
4637 -> 4638 ;
4639 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4637 -> 4639 ;
4640 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4636 -> 4640 ;
4641 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4635 -> 4641 ;
4642 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4634 -> 4642 ;
4643 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4633 -> 4643 ;
4644 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4632 -> 4644 ;
4645 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4525 -> 4645 ;
4646 [label="products_count <= 231.5\ngini = 0.4669\nsamples = 70\nvalue = [26, 44]", fillcolor="#399de568"] ;
4524 -> 4646 ;
4647 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4646 -> 4647 ;
4648 [label="login_count <= 209.0\ngini = 0.4509\nsamples = 67\nvalue = [23, 44]", fillcolor="#399de57a"] ;
4646 -> 4648 ;
4649 [label="America/New_York <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
4648 -> 4649 ;
4650 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4649 -> 4650 ;
4651 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4649 -> 4651 ;
4652 [label="login_count <= 1172.0\ngini = 0.4334\nsamples = 63\nvalue = [20, 43]", fillcolor="#399de588"] ;
4648 -> 4652 ;
4653 [label="Europe/Paris <= 0.5\ngini = 0.375\nsamples = 48\nvalue = [12, 36]", fillcolor="#399de5aa"] ;
4652 -> 4653 ;
4654 [label="products_count <= 298.5\ngini = 0.3403\nsamples = 46\nvalue = [10, 36]", fillcolor="#399de5b8"] ;
4653 -> 4654 ;
4655 [label="Europe/Lisbon <= 0.5\ngini = 0.2337\nsamples = 37\nvalue = [5, 32]", fillcolor="#399de5d7"] ;
4654 -> 4655 ;
4656 [label="Australia/Victoria <= 0.5\ngini = 0.1975\nsamples = 36\nvalue = [4, 32]", fillcolor="#399de5df"] ;
4655 -> 4656 ;
4657 [label="products_count <= 267.0\ngini = 0.1609\nsamples = 34\nvalue = [3, 31]", fillcolor="#399de5e6"] ;
4656 -> 4657 ;
4658 [label="login_count <= 316.0\ngini = 0.32\nsamples = 15\nvalue = [3, 12]", fillcolor="#399de5bf"] ;
4657 -> 4658 ;
4659 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4658 -> 4659 ;
4660 [label="Europe/London <= 0.5\ngini = 0.2449\nsamples = 14\nvalue = [2, 12]", fillcolor="#399de5d4"] ;
4658 -> 4660 ;
4661 [label="gini = 0.142\nsamples = 13\nvalue = [1, 12]", fillcolor="#399de5ea"] ;
4660 -> 4661 ;
4662 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4660 -> 4662 ;
4663 [label="gini = 0.0\nsamples = 19\nvalue = [0, 19]", fillcolor="#399de5ff"] ;
4657 -> 4663 ;
4664 [label="login_count <= 1093.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4656 -> 4664 ;
4665 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4664 -> 4665 ;
4666 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4664 -> 4666 ;
4667 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4655 -> 4667 ;
4668 [label="Neat <= 0.5\ngini = 0.4938\nsamples = 9\nvalue = [5, 4]", fillcolor="#e5813933"] ;
4654 -> 4668 ;
4669 [label="login_count <= 919.5\ngini = 0.4082\nsamples = 7\nvalue = [5, 2]", fillcolor="#e5813999"] ;
4668 -> 4669 ;
4670 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
4669 -> 4670 ;
4671 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4669 -> 4671 ;
4672 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4668 -> 4672 ;
4673 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4653 -> 4673 ;
4674 [label="login_count <= 1463.5\ngini = 0.4978\nsamples = 15\nvalue = [8, 7]", fillcolor="#e5813920"] ;
4652 -> 4674 ;
4675 [label="Europe/Paris <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#e58139aa"] ;
4674 -> 4675 ;
4676 [label="chrome <= 0.5\ngini = 0.2449\nsamples = 7\nvalue = [6, 1]", fillcolor="#e58139d4"] ;
4675 -> 4676 ;
4677 [label="login_count <= 1379.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4676 -> 4677 ;
4678 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4677 -> 4678 ;
4679 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4677 -> 4679 ;
4680 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139ff"] ;
4676 -> 4680 ;
4681 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4675 -> 4681 ;
4682 [label="Foundry <= 0.5\ngini = 0.4082\nsamples = 7\nvalue = [2, 5]", fillcolor="#399de599"] ;
4674 -> 4682 ;
4683 [label="login_count <= 1777.5\ngini = 0.2778\nsamples = 6\nvalue = [1, 5]", fillcolor="#399de5cc"] ;
4682 -> 4683 ;
4684 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5ff"] ;
4683 -> 4684 ;
4685 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4683 -> 4685 ;
4686 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4682 -> 4686 ;
4687 [label="products_count <= 53.5\ngini = 0.2044\nsamples = 649\nvalue = [75, 574]", fillcolor="#399de5de"] ;
4523 -> 4687 ;
4688 [label="login_count <= 419.5\ngini = 0.2975\nsamples = 154\nvalue = [28, 126]", fillcolor="#399de5c6"] ;
4687 -> 4688 ;
4689 [label="Europe/Zurich <= 0.5\ngini = 0.3592\nsamples = 98\nvalue = [23, 75]", fillcolor="#399de5b1"] ;
4688 -> 4689 ;
4690 [label="login_count <= 160.5\ngini = 0.3507\nsamples = 97\nvalue = [22, 75]", fillcolor="#399de5b4"] ;
4689 -> 4690 ;
4691 [label="America/New_York <= 0.5\ngini = 0.0907\nsamples = 21\nvalue = [1, 20]", fillcolor="#399de5f2"] ;
4690 -> 4691 ;
4692 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]", fillcolor="#399de5ff"] ;
4691 -> 4692 ;
4693 [label="Sexy <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4691 -> 4693 ;
4694 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4693 -> 4694 ;
4695 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4693 -> 4695 ;
4696 [label="login_count <= 164.5\ngini = 0.3999\nsamples = 76\nvalue = [21, 55]", fillcolor="#399de59e"] ;
4690 -> 4696 ;
4697 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4696 -> 4697 ;
4698 [label="Europe/Rome <= 0.5\ngini = 0.3817\nsamples = 74\nvalue = [19, 55]", fillcolor="#399de5a7"] ;
4696 -> 4698 ;
4699 [label="Indian/Reunion <= 0.5\ngini = 0.3716\nsamples = 73\nvalue = [18, 55]", fillcolor="#399de5ac"] ;
4698 -> 4699 ;
4700 [label="login_count <= 412.5\ngini = 0.3607\nsamples = 72\nvalue = [17, 55]", fillcolor="#399de5b0"] ;
4699 -> 4700 ;
4701 [label="Europe/Berlin <= 0.5\ngini = 0.3491\nsamples = 71\nvalue = [16, 55]", fillcolor="#399de5b5"] ;
4700 -> 4701 ;
4702 [label="Good Vibes <= 0.5\ngini = 0.3367\nsamples = 70\nvalue = [15, 55]", fillcolor="#399de5b9"] ;
4701 -> 4702 ;
4703 [label="Trace <= 0.5\ngini = 0.3235\nsamples = 69\nvalue = [14, 55]", fillcolor="#399de5be"] ;
4702 -> 4703 ;
4704 [label="gini = 0.3093\nsamples = 68\nvalue = [13, 55]", fillcolor="#399de5c3"] ;
4703 -> 4704 ;
4705 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4703 -> 4705 ;
4706 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4702 -> 4706 ;
4707 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4701 -> 4707 ;
4708 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4700 -> 4708 ;
4709 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4699 -> 4709 ;
4710 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4698 -> 4710 ;
4711 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4689 -> 4711 ;
4712 [label="Europe/Vienna <= 0.5\ngini = 0.1626\nsamples = 56\nvalue = [5, 51]", fillcolor="#399de5e6"] ;
4688 -> 4712 ;
4713 [label="Asia/Istanbul <= 0.5\ngini = 0.1349\nsamples = 55\nvalue = [4, 51]", fillcolor="#399de5eb"] ;
4712 -> 4713 ;
4714 [label="Europe/London <= 0.5\ngini = 0.1049\nsamples = 54\nvalue = [3, 51]", fillcolor="#399de5f0"] ;
4713 -> 4714 ;
4715 [label="America/Toronto <= 0.5\ngini = 0.0408\nsamples = 48\nvalue = [1, 47]", fillcolor="#399de5fa"] ;
4714 -> 4715 ;
4716 [label="gini = 0.0\nsamples = 46\nvalue = [0, 46]", fillcolor="#399de5ff"] ;
4715 -> 4716 ;
4717 [label="login_count <= 579.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4715 -> 4717 ;
4718 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4717 -> 4718 ;
4719 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4717 -> 4719 ;
4720 [label="login_count <= 658.5\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
4714 -> 4720 ;
4721 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4720 -> 4721 ;
4722 [label="login_count <= 1001.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4720 -> 4722 ;
4723 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4722 -> 4723 ;
4724 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4722 -> 4724 ;
4725 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4713 -> 4725 ;
4726 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4712 -> 4726 ;
4727 [label="login_count <= 1664.0\ngini = 0.1719\nsamples = 495\nvalue = [47, 448]", fillcolor="#399de5e4"] ;
4687 -> 4727 ;
4728 [label="Europe/Vilnius <= 0.5\ngini = 0.1591\nsamples = 482\nvalue = [42, 440]", fillcolor="#399de5e7"] ;
4727 -> 4728 ;
4729 [label="login_count <= 519.0\ngini = 0.1559\nsamples = 481\nvalue = [41, 440]", fillcolor="#399de5e7"] ;
4728 -> 4729 ;
4730 [label="login_count <= 512.5\ngini = 0.1969\nsamples = 271\nvalue = [30, 241]", fillcolor="#399de5df"] ;
4729 -> 4730 ;
4731 [label="Europe/Madrid <= 0.5\ngini = 0.1871\nsamples = 268\nvalue = [28, 240]", fillcolor="#399de5e1"] ;
4730 -> 4731 ;
4732 [label="login_count <= 303.5\ngini = 0.1776\nsamples = 264\nvalue = [26, 238]", fillcolor="#399de5e3"] ;
4731 -> 4732 ;
4733 [label="login_count <= 185.0\ngini = 0.1301\nsamples = 143\nvalue = [10, 133]", fillcolor="#399de5ec"] ;
4732 -> 4733 ;
4734 [label="login_count <= 182.5\ngini = 0.2221\nsamples = 55\nvalue = [7, 48]", fillcolor="#399de5da"] ;
4733 -> 4734 ;
4735 [label="login_count <= 156.0\ngini = 0.1975\nsamples = 54\nvalue = [6, 48]", fillcolor="#399de5df"] ;
4734 -> 4735 ;
4736 [label="gini = 0.0\nsamples = 21\nvalue = [0, 21]", fillcolor="#399de5ff"] ;
4735 -> 4736 ;
4737 [label="login_count <= 160.0\ngini = 0.2975\nsamples = 33\nvalue = [6, 27]", fillcolor="#399de5c6"] ;
4735 -> 4737 ;
4738 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4737 -> 4738 ;
4739 [label="gini = 0.2248\nsamples = 31\nvalue = [4, 27]", fillcolor="#399de5d9"] ;
4737 -> 4739 ;
4740 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4734 -> 4740 ;
4741 [label="Australia/NSW <= 0.5\ngini = 0.0659\nsamples = 88\nvalue = [3, 85]", fillcolor="#399de5f6"] ;
4733 -> 4741 ;
4742 [label="America/Denver <= 0.5\ngini = 0.0465\nsamples = 84\nvalue = [2, 82]", fillcolor="#399de5f9"] ;
4741 -> 4742 ;
4743 [label="America/Los_Angeles <= 0.5\ngini = 0.0247\nsamples = 80\nvalue = [1, 79]", fillcolor="#399de5fc"] ;
4742 -> 4743 ;
4744 [label="gini = 0.0\nsamples = 71\nvalue = [0, 71]", fillcolor="#399de5ff"] ;
4743 -> 4744 ;
4745 [label="gini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
4743 -> 4745 ;
4746 [label="Neat <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
4742 -> 4746 ;
4747 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4746 -> 4747 ;
4748 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4746 -> 4748 ;
4749 [label="login_count <= 237.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
4741 -> 4749 ;
4750 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4749 -> 4750 ;
4751 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4749 -> 4751 ;
4752 [label="login_count <= 331.5\ngini = 0.2295\nsamples = 121\nvalue = [16, 105]", fillcolor="#399de5d8"] ;
4732 -> 4752 ;
4753 [label="PickleJuice <= 0.5\ngini = 0.5\nsamples = 14\nvalue = [7, 7]", fillcolor="#e5813900"] ;
4752 -> 4753 ;
4754 [label="products_count <= 71.5\ngini = 0.4861\nsamples = 12\nvalue = [5, 7]", fillcolor="#399de549"] ;
4753 -> 4754 ;
4755 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4754 -> 4755 ;
4756 [label="login_count <= 313.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#399de592"] ;
4754 -> 4756 ;
4757 [label="gini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4756 -> 4757 ;
4758 [label="gini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
4756 -> 4758 ;
4759 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4753 -> 4759 ;
4760 [label="Trace <= 0.5\ngini = 0.1541\nsamples = 107\nvalue = [9, 98]", fillcolor="#399de5e8"] ;
4752 -> 4760 ;
4761 [label="Europe/London <= 0.5\ngini = 0.1396\nsamples = 106\nvalue = [8, 98]", fillcolor="#399de5ea"] ;
4760 -> 4761 ;
4762 [label="Europe/Paris <= 0.5\ngini = 0.0877\nsamples = 87\nvalue = [4, 83]", fillcolor="#399de5f3"] ;
4761 -> 4762 ;
4763 [label="gini = 0.0697\nsamples = 83\nvalue = [3, 80]", fillcolor="#399de5f5"] ;
4762 -> 4763 ;
4764 [label="gini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#399de5aa"] ;
4762 -> 4764 ;
4765 [label="products_count <= 61.0\ngini = 0.3324\nsamples = 19\nvalue = [4, 15]", fillcolor="#399de5bb"] ;
4761 -> 4765 ;
4766 [label="gini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#e5813900"] ;
4765 -> 4766 ;
4767 [label="gini = 0.142\nsamples = 13\nvalue = [1, 12]", fillcolor="#399de5ea"] ;
4765 -> 4767 ;
4768 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4760 -> 4768 ;
4769 [label="login_count <= 157.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#e5813900"] ;
4731 -> 4769 ;
4770 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4769 -> 4770 ;
4771 [label="Titanium <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4769 -> 4771 ;
4772 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4771 -> 4772 ;
4773 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4771 -> 4773 ;
4774 [label="Sidecar <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4730 -> 4774 ;
4775 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4774 -> 4775 ;
4776 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4774 -> 4776 ;
4777 [label="America/Indianapolis <= 0.5\ngini = 0.0993\nsamples = 210\nvalue = [11, 199]", fillcolor="#399de5f1"] ;
4729 -> 4777 ;
4778 [label="Australia/West <= 0.5\ngini = 0.0915\nsamples = 208\nvalue = [10, 198]", fillcolor="#399de5f2"] ;
4777 -> 4778 ;
4779 [label="Europe/Copenhagen <= 0.5\ngini = 0.0836\nsamples = 206\nvalue = [9, 197]", fillcolor="#399de5f3"] ;
4778 -> 4779 ;
4780 [label="login_count <= 1142.5\ngini = 0.0754\nsamples = 204\nvalue = [8, 196]", fillcolor="#399de5f5"] ;
4779 -> 4780 ;
4781 [label="Foundry <= 0.5\ngini = 0.0389\nsamples = 151\nvalue = [3, 148]", fillcolor="#399de5fa"] ;
4780 -> 4781 ;
4782 [label="Sidecar <= 0.5\ngini = 0.0274\nsamples = 144\nvalue = [2, 142]", fillcolor="#399de5fb"] ;
4781 -> 4782 ;
4783 [label="products_count <= 59.5\ngini = 0.0147\nsamples = 135\nvalue = [1, 134]", fillcolor="#399de5fd"] ;
4782 -> 4783 ;
4784 [label="gini = 0.1172\nsamples = 16\nvalue = [1, 15]", fillcolor="#399de5ee"] ;
4783 -> 4784 ;
4785 [label="gini = 0.0\nsamples = 119\nvalue = [0, 119]", fillcolor="#399de5ff"] ;
4783 -> 4785 ;
4786 [label="login_count <= 651.5\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
4782 -> 4786 ;
4787 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4786 -> 4787 ;
4788 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5ff"] ;
4786 -> 4788 ;
4789 [label="login_count <= 661.0\ngini = 0.2449\nsamples = 7\nvalue = [1, 6]", fillcolor="#399de5d4"] ;
4781 -> 4789 ;
4790 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4789 -> 4790 ;
4791 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4789 -> 4791 ;
4792 [label="Trace <= 0.5\ngini = 0.1709\nsamples = 53\nvalue = [5, 48]", fillcolor="#399de5e4"] ;
4780 -> 4792 ;
4793 [label="login_count <= 1145.0\ngini = 0.142\nsamples = 52\nvalue = [4, 48]", fillcolor="#399de5ea"] ;
4792 -> 4793 ;
4794 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4793 -> 4794 ;
4795 [label="Ranger <= 0.5\ngini = 0.1107\nsamples = 51\nvalue = [3, 48]", fillcolor="#399de5ef"] ;
4793 -> 4795 ;
4796 [label="gini = 0.0799\nsamples = 48\nvalue = [2, 46]", fillcolor="#399de5f4"] ;
4795 -> 4796 ;
4797 [label="gini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4795 -> 4797 ;
4798 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4792 -> 4798 ;
4799 [label="Lunch Break <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4779 -> 4799 ;
4800 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4799 -> 4800 ;
4801 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4799 -> 4801 ;
4802 [label="Sexy <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4778 -> 4802 ;
4803 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4802 -> 4803 ;
4804 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4802 -> 4804 ;
4805 [label="Titanium <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4777 -> 4805 ;
4806 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4805 -> 4806 ;
4807 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4805 -> 4807 ;
4808 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4728 -> 4808 ;
4809 [label="login_count <= 1711.5\ngini = 0.4734\nsamples = 13\nvalue = [5, 8]", fillcolor="#399de560"] ;
4727 -> 4809 ;
4810 [label="America/Phoenix <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#e58139aa"] ;
4809 -> 4810 ;
4811 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4810 -> 4811 ;
4812 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4810 -> 4812 ;
4813 [label="Nova <= 0.5\ngini = 0.3457\nsamples = 9\nvalue = [2, 7]", fillcolor="#399de5b6"] ;
4809 -> 4813 ;
4814 [label="Europe/London <= 0.5\ngini = 0.2188\nsamples = 8\nvalue = [1, 7]", fillcolor="#399de5db"] ;
4813 -> 4814 ;
4815 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4814 -> 4815 ;
4816 [label="Luna <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#e5813900"] ;
4814 -> 4816 ;
4817 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4816 -> 4817 ;
4818 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4816 -> 4818 ;
4819 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4813 -> 4819 ;
4820 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4522 -> 4820 ;
4821 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139ff"] ;
4521 -> 4821 ;
4822 [label="products_count <= 33.5\ngini = 0.0681\nsamples = 170\nvalue = [6, 164]", fillcolor="#399de5f6"] ;
4520 -> 4822 ;
4823 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4822 -> 4823 ;
4824 [label="Europe/Oslo <= 0.5\ngini = 0.0574\nsamples = 169\nvalue = [5, 164]", fillcolor="#399de5f7"] ;
4822 -> 4824 ;
4825 [label="Europe/Paris <= 0.5\ngini = 0.0465\nsamples = 168\nvalue = [4, 164]", fillcolor="#399de5f9"] ;
4824 -> 4825 ;
4826 [label="Sidecar <= 0.5\ngini = 0.0361\nsamples = 163\nvalue = [3, 160]", fillcolor="#399de5fa"] ;
4825 -> 4826 ;
4827 [label="products_count <= 205.0\ngini = 0.0256\nsamples = 154\nvalue = [2, 152]", fillcolor="#399de5fc"] ;
4826 -> 4827 ;
4828 [label="gini = 0.0\nsamples = 107\nvalue = [0, 107]", fillcolor="#399de5ff"] ;
4827 -> 4828 ;
4829 [label="products_count <= 236.5\ngini = 0.0815\nsamples = 47\nvalue = [2, 45]", fillcolor="#399de5f4"] ;
4827 -> 4829 ;
4830 [label="login_count <= 3220.0\ngini = 0.4444\nsamples = 6\nvalue = [2, 4]", fillcolor="#399de57f"] ;
4829 -> 4830 ;
4831 [label="America/Los_Angeles <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [2, 1]", fillcolor="#e581397f"] ;
4830 -> 4831 ;
4832 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139ff"] ;
4831 -> 4832 ;
4833 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5ff"] ;
4831 -> 4833 ;
4834 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5ff"] ;
4830 -> 4834 ;
4835 [label="gini = 0.0\nsamples = 41\nvalue = [0, 41]", fillcolor="#399de5ff"] ;
4829 -> 4835 ;
4836 [label="products_count <= 71.0\ngini = 0.1975\nsamples = 9\nvalue = [1, 8]", fillcolor="#399de5df"] ;
4826 -> 4836 ;
4837 [label="safari <= 0.5\ngini = 0.4444\nsamples = 3\nvalue = [1, 2]", fillcolor="#399de57f"] ;
4836 -> 4837 ;
4838 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5ff"] ;
4837 -> 4838 ;
4839 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4837 -> 4839 ;
4840 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5ff"] ;
4836 -> 4840 ;
4841 [label="login_count <= 5678.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#399de5bf"] ;
4825 -> 4841 ;
4842 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5ff"] ;
4841 -> 4842 ;
4843 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4841 -> 4843 ;
4844 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139ff"] ;
4824 -> 4844 ;
}