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gauravlochab commited on
Commit
8cfb88e
·
1 Parent(s): 9faf5e8

fix: initial value correction and adding OLAS transcations

Browse files
Files changed (6) hide show
  1. debug_graph_data.csv +0 -0
  2. debug_roi_data.csv +204 -166
  3. initial_value_fixer.py +385 -39
  4. optimus_apr_statistics.csv +18 -17
  5. optimus_apr_values.csv +0 -0
  6. optimus_roi_values.csv +422 -361
debug_graph_data.csv CHANGED
The diff for this file is too large to render. See raw diff
 
debug_roi_data.csv CHANGED
@@ -1,167 +1,205 @@
1
  ,roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
2
- 0,-1.5,2025-06-06 13:40:55.755362,111,furtek-gilje55,False,ROI,-1.5,5.19
3
- 1,-1.5,2025-06-06 14:42:37.722147,111,furtek-gilje55,False,ROI,-1.5,5.19
4
- 2,1.85,2025-06-10 22:35:07.125343,111,furtek-gilje55,False,ROI,108.31,104.86
5
- 3,2.97,2025-06-12 21:50:15.066243,111,furtek-gilje55,False,ROI,132.09,125.13
6
- 4,0.12,2025-06-16 20:22:51.755115,111,furtek-gilje55,False,ROI,3.6,5.44
7
- 5,-0.31,2025-06-17 21:36:41.766412,111,furtek-gilje55,False,ROI,-0.31,1.01
8
- 6,-0.85,2025-06-19 00:21:32.057093,111,furtek-gilje55,False,ROI,-0.85,2.01
9
- 7,-34.65,2025-06-08 02:03:32.248014,112,vuzus-fazi89,False,ROI,-34.65,-31.43
10
- 8,-0.99,2025-06-19 15:34:45.616706,112,vuzus-fazi89,False,ROI,-0.99,2.42
11
- 9,-3.48,2025-06-06 06:06:41.681577,115,yenot-zoncen49,False,ROI,-3.48,3.75
12
- 10,-3.48,2025-06-06 08:19:44.944148,115,yenot-zoncen49,False,ROI,-3.48,3.75
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- 11,-3.48,2025-06-06 09:23:09.755892,115,yenot-zoncen49,False,ROI,-3.48,3.75
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- 17,-3.48,2025-06-06 20:11:32.564197,115,yenot-zoncen49,False,ROI,-3.48,3.75
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- 18,-3.48,2025-06-06 21:17:44.644404,115,yenot-zoncen49,False,ROI,-3.48,3.75
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- 19,-3.48,2025-06-06 23:49:32.590705,115,yenot-zoncen49,False,ROI,-3.48,3.75
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- 20,-3.48,2025-06-06 22:42:27.626419,115,yenot-zoncen49,False,ROI,-3.48,3.75
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- 22,-2.38,2025-06-07 01:59:14.908032,115,yenot-zoncen49,False,ROI,-2.38,2.56
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- 26,-2.38,2025-06-07 10:38:37.999244,115,yenot-zoncen49,False,ROI,-2.38,2.56
29
- 27,1.38,2025-06-10 04:19:24.254702,115,yenot-zoncen49,False,ROI,113.83,110.97
30
- 28,3.21,2025-06-11 22:23:52.680327,115,yenot-zoncen49,False,ROI,190.0,182.41
31
- 29,2.8,2025-06-12 22:29:06.555260,115,yenot-zoncen49,False,ROI,142.55,136.2
32
- 30,1.24,2025-06-13 22:40:52.426319,115,yenot-zoncen49,False,ROI,55.41,53.77
33
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34
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37
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- 57,1.38,2025-06-10 03:16:08.200810,116,honji-hahi60,False,ROI,116.01,113.15
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70
- 68,2.68,2025-06-11 23:15:11.685382,116,honji-hahi60,False,ROI,158.47,150.88
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- 159,-28.84,2025-06-19 15:22:32.279496,128,kozu-hanfil63,False,ROI,-28.84,-22.75
162
- 160,-3.19,2025-06-18 13:33:06.289943,130,jusrot-kihi68,False,ROI,-3.19,7.26
163
- 161,0.0,2025-06-15 21:22:42.073588,133,ronwus-yusrus90,False,ROI,0.0,0.0
164
- 162,0.0,2025-06-16 21:26:14.464595,133,ronwus-yusrus90,False,ROI,1.43,0.89
165
- 163,-49.8,2025-06-19 05:04:33.644120,133,ronwus-yusrus90,False,ROI,-49.8,-49.3
166
- 164,-49.83,2025-06-20 07:11:33.705703,133,ronwus-yusrus90,False,ROI,-49.83,-49.36
167
- 165,0.0,2025-06-17 20:54:46.322615,137,yilo-fevo87,False,ROI,0.0,0.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ,roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
2
+ 0,-4.81,2025-06-20 15:46:36.761049,102,kelrus-muha52,False,ROI,-4.81,-5.4
3
+ 1,49.47,2025-06-20 16:06:44.231042,102,kelrus-muha52,False,ROI,462.57,461.98
4
+ 2,-0.63,2025-06-06 13:40:55.755362,111,furtek-gilje55,False,ROI,-0.63,6.07
5
+ 3,-0.63,2025-06-06 14:42:37.722147,111,furtek-gilje55,False,ROI,-0.63,6.07
6
+ 4,2.78,2025-06-10 22:35:07.125343,111,furtek-gilje55,False,ROI,162.91,159.46
7
+ 5,3.94,2025-06-12 21:50:15.066243,111,furtek-gilje55,False,ROI,175.29,168.33
8
+ 6,1.0,2025-06-16 20:22:51.755115,111,furtek-gilje55,False,ROI,30.16,32.0
9
+ 7,1.23,2025-06-17 21:36:41.766412,111,furtek-gilje55,False,ROI,34.06,35.38
10
+ 8,0.66,2025-06-19 00:21:32.057093,111,furtek-gilje55,False,ROI,16.8,19.66
11
+ 9,-33.3,2025-06-08 02:03:32.248014,112,vuzus-fazi89,False,ROI,-33.3,-30.08
12
+ 10,0.33,2025-06-19 15:34:45.616706,112,vuzus-fazi89,False,ROI,8.32,11.73
13
+ 11,0.33,2025-06-20 16:50:28.203475,112,vuzus-fazi89,False,ROI,7.93,11.31
14
+ 12,0.19,2025-06-23 01:49:49.173099,112,vuzus-fazi89,False,ROI,3.82,18.49
15
+ 13,-2.98,2025-06-06 06:06:41.681577,115,yenot-zoncen49,False,ROI,-2.98,4.25
16
+ 14,-2.98,2025-06-06 08:19:44.944148,115,yenot-zoncen49,False,ROI,-2.98,4.25
17
+ 15,-2.98,2025-06-06 09:23:09.755892,115,yenot-zoncen49,False,ROI,-2.98,4.25
18
+ 16,-2.98,2025-06-06 07:13:18.351148,115,yenot-zoncen49,False,ROI,-2.98,4.25
19
+ 17,-2.98,2025-06-06 10:29:34.181627,115,yenot-zoncen49,False,ROI,-2.98,4.25
20
+ 18,-2.98,2025-06-06 11:29:53.721747,115,yenot-zoncen49,False,ROI,-2.98,4.25
21
+ 19,-2.98,2025-06-06 18:03:43.542513,115,yenot-zoncen49,False,ROI,-2.98,4.25
22
+ 20,-2.98,2025-06-06 19:04:52.884426,115,yenot-zoncen49,False,ROI,-2.98,4.25
23
+ 21,-2.98,2025-06-06 20:11:32.564197,115,yenot-zoncen49,False,ROI,-2.98,4.25
24
+ 22,-2.98,2025-06-06 21:17:44.644404,115,yenot-zoncen49,False,ROI,-2.98,4.25
25
+ 23,-2.98,2025-06-06 23:49:32.590705,115,yenot-zoncen49,False,ROI,-2.98,4.25
26
+ 24,-2.98,2025-06-06 22:42:27.626419,115,yenot-zoncen49,False,ROI,-2.98,4.25
27
+ 25,-1.87,2025-06-07 00:58:38.934274,115,yenot-zoncen49,False,ROI,-1.87,3.07
28
+ 26,-1.87,2025-06-07 01:59:14.908032,115,yenot-zoncen49,False,ROI,-1.87,3.07
29
+ 27,-1.87,2025-06-07 03:06:00.184228,115,yenot-zoncen49,False,ROI,-1.87,3.07
30
+ 28,-1.87,2025-06-07 04:12:56.442833,115,yenot-zoncen49,False,ROI,-1.87,3.07
31
+ 29,-1.87,2025-06-07 05:17:05.382648,115,yenot-zoncen49,False,ROI,-1.87,3.07
32
+ 30,-1.87,2025-06-07 10:38:37.999244,115,yenot-zoncen49,False,ROI,-1.87,3.07
33
+ 31,1.92,2025-06-10 04:19:24.254702,115,yenot-zoncen49,False,ROI,158.48,155.62
34
+ 32,3.61,2025-06-11 22:23:52.680327,115,yenot-zoncen49,False,ROI,213.49,205.89
35
+ 33,3.19,2025-06-12 22:29:06.555260,115,yenot-zoncen49,False,ROI,162.23,155.88
36
+ 34,1.61,2025-06-13 22:40:52.426319,115,yenot-zoncen49,False,ROI,71.83,70.19
37
+ 35,0.08,2025-06-15 04:17:24.547659,115,yenot-zoncen49,False,ROI,2.92,5.84
38
+ 36,0.43,2025-06-17 02:16:08.931664,115,yenot-zoncen49,False,ROI,13.8,15.68
39
+ 37,-0.17,2025-06-18 02:16:08.125875,115,yenot-zoncen49,False,ROI,-0.17,3.49
40
+ 38,-0.09,2025-06-19 02:17:58.619626,115,yenot-zoncen49,False,ROI,-0.09,3.32
41
+ 39,-1.18,2025-06-20 18:03:13.534717,115,yenot-zoncen49,False,ROI,-1.18,2.19
42
+ 40,-1.2,2025-06-21 23:13:34.794828,115,yenot-zoncen49,False,ROI,-1.2,6.64
43
+ 41,4.51,2025-06-21 23:45:13.724045,115,yenot-zoncen49,False,ROI,101.44,109.28
44
+ 42,4.47,2025-06-23 20:41:04.068987,115,yenot-zoncen49,False,ROI,90.18,104.85
45
+ 43,0.46,2025-06-06 11:29:18.913469,116,honji-hahi60,False,ROI,249.38,256.61
46
+ 44,0.46,2025-06-06 12:31:08.139923,116,honji-hahi60,False,ROI,234.51,241.74
47
+ 45,0.46,2025-06-06 22:15:03.771384,116,honji-hahi60,False,ROI,150.05,157.28
48
+ 46,1.64,2025-06-07 00:12:24.552821,116,honji-hahi60,False,ROI,495.92,500.86
49
+ 47,1.64,2025-06-07 02:01:48.183436,116,honji-hahi60,False,ROI,466.56,471.5
50
+ 48,1.64,2025-06-07 15:35:09.317222,116,honji-hahi60,False,ROI,323.98,328.92
51
+ 49,2.49,2025-06-08 00:16:07.222875,116,honji-hahi60,False,ROI,411.49,414.71
52
+ 50,2.49,2025-06-08 04:13:13.395768,116,honji-hahi60,False,ROI,382.96,386.18
53
+ 51,2.49,2025-06-08 02:11:01.421104,116,honji-hahi60,False,ROI,397.15,400.37
54
+ 52,2.49,2025-06-08 03:12:05.231210,116,honji-hahi60,False,ROI,389.93,393.15
55
+ 53,2.49,2025-06-08 14:28:01.349077,116,honji-hahi60,False,ROI,324.6,327.82
56
+ 54,2.49,2025-06-08 21:32:22.234368,116,honji-hahi60,False,ROI,293.7,296.92
57
+ 55,2.49,2025-06-08 22:36:17.834229,116,honji-hahi60,False,ROI,289.55,292.77
58
+ 56,2.49,2025-06-08 23:59:43.295623,116,honji-hahi60,False,ROI,284.31,287.53
59
+ 57,2.12,2025-06-09 01:00:58.054069,116,honji-hahi60,False,ROI,238.74,242.63
60
+ 58,2.12,2025-06-09 19:31:39.204380,116,honji-hahi60,False,ROI,192.85,196.74
61
+ 59,2.12,2025-06-09 20:34:23.789481,116,honji-hahi60,False,ROI,190.78,194.67
62
+ 60,5.6,2025-06-10 00:05:22.986881,116,honji-hahi60,False,ROI,486.6,483.74
63
+ 61,5.6,2025-06-10 01:11:09.610266,116,honji-hahi60,False,ROI,481.37,478.51
64
+ 62,2.12,2025-06-09 21:40:11.196609,116,honji-hahi60,False,ROI,188.65,192.54
65
+ 63,2.12,2025-06-09 22:59:27.051209,116,honji-hahi60,False,ROI,186.15,190.04
66
+ 64,5.6,2025-06-10 02:15:06.888709,116,honji-hahi60,False,ROI,476.39,473.53
67
+ 65,5.6,2025-06-10 03:16:08.200810,116,honji-hahi60,False,ROI,471.73,468.87
68
+ 66,5.6,2025-06-10 13:06:56.183812,116,honji-hahi60,False,ROI,430.95,428.09
69
+ 67,5.6,2025-06-10 14:12:49.085955,116,honji-hahi60,False,ROI,426.83,423.97
70
+ 68,5.6,2025-06-10 12:05:28.212332,116,honji-hahi60,False,ROI,434.86,432.0
71
+ 69,5.6,2025-06-10 15:17:49.725694,116,honji-hahi60,False,ROI,422.85,419.99
72
+ 70,5.6,2025-06-10 19:30:50.269289,116,honji-hahi60,False,ROI,408.02,405.16
73
+ 71,5.6,2025-06-10 20:30:54.841382,116,honji-hahi60,False,ROI,404.66,401.8
74
+ 72,5.6,2025-06-10 16:17:52.268774,116,honji-hahi60,False,ROI,419.23,416.37
75
+ 73,5.6,2025-06-10 17:23:51.522272,116,honji-hahi60,False,ROI,415.33,412.47
76
+ 74,5.6,2025-06-10 18:29:24.025681,116,honji-hahi60,False,ROI,411.53,408.67
77
+ 75,5.86,2025-06-11 22:14:54.110285,116,honji-hahi60,False,ROI,349.26,341.66
78
+ 76,5.86,2025-06-11 23:15:11.685382,116,honji-hahi60,False,ROI,346.89,339.29
79
+ 77,3.75,2025-06-13 18:28:24.365605,116,honji-hahi60,False,ROI,171.79,170.15
80
+ 78,2.34,2025-06-16 13:54:43.588418,116,honji-hahi60,False,ROI,79.38,81.77
81
+ 79,1.9,2025-06-18 03:40:06.462972,116,honji-hahi60,False,ROI,56.14,59.79
82
+ 80,1.98,2025-06-19 16:05:48.686587,116,honji-hahi60,False,ROI,52.13,55.54
83
+ 81,0.49,2025-06-21 15:51:08.277427,116,honji-hahi60,False,ROI,11.37,19.21
84
+ 82,-1.87,2025-06-23 18:39:27.894815,116,honji-hahi60,False,ROI,-1.87,12.79
85
+ 83,-2.38,2025-06-07 12:07:37.903080,117,furye-himkon89,False,ROI,-2.38,2.56
86
+ 84,-1.55,2025-06-08 14:06:51.667566,117,furye-himkon89,False,ROI,-1.55,1.67
87
+ 85,-1.88,2025-06-09 18:36:45.190353,117,furye-himkon89,False,ROI,-1.88,2.02
88
+ 86,1.38,2025-06-10 19:00:01.668753,117,furye-himkon89,False,ROI,104.84,101.98
89
+ 87,3.66,2025-06-11 20:01:40.606767,117,furye-himkon89,False,ROI,228.68,221.09
90
+ 88,3.06,2025-06-12 20:03:47.365734,117,furye-himkon89,False,ROI,163.34,156.99
91
+ 89,0.79,2025-06-13 20:08:14.584427,117,furye-himkon89,False,ROI,36.83,35.19
92
+ 90,-0.62,2025-06-14 20:11:08.489286,117,furye-himkon89,False,ROI,-0.62,0.66
93
+ 91,-1.41,2025-06-15 20:54:19.955496,117,furye-himkon89,False,ROI,-1.41,1.51
94
+ 92,-0.91,2025-06-17 04:52:36.207967,117,furye-himkon89,False,ROI,-0.91,0.97
95
+ 93,-1.76,2025-06-18 15:02:37.080985,117,furye-himkon89,False,ROI,-1.76,1.89
96
+ 94,-1.64,2025-06-19 16:24:38.211294,117,furye-himkon89,False,ROI,-1.64,1.77
97
+ 95,-3.78,2025-06-21 03:13:51.781412,117,furye-himkon89,False,ROI,-3.78,4.06
98
+ 96,-6.27,2025-06-22 04:34:01.456462,117,furye-himkon89,False,ROI,-6.27,6.75
99
+ 97,-7.07,2025-06-23 11:54:32.890714,117,furye-himkon89,False,ROI,-7.07,7.6
100
+ 98,4.07,2025-06-07 16:03:45.373863,118,lonwus-patu86,False,ROI,1154.74,1152.27
101
+ 99,4.07,2025-06-07 17:07:58.993795,118,lonwus-patu86,False,ROI,1116.05,1113.58
102
+ 100,4.07,2025-06-07 14:59:15.300909,118,lonwus-patu86,False,ROI,1196.39,1193.92
103
+ 101,4.07,2025-06-07 18:11:58.599501,118,lonwus-patu86,False,ROI,1080.0,1077.53
104
+ 102,4.07,2025-06-07 19:15:56.087703,118,lonwus-patu86,False,ROI,1046.21,1043.74
105
+ 103,4.95,2025-06-08 20:18:54.565690,118,lonwus-patu86,False,ROI,732.6,728.28
106
+ 104,4.95,2025-06-08 19:12:17.097068,118,lonwus-patu86,False,ROI,746.62,742.3
107
+ 105,4.95,2025-06-08 17:00:30.730686,118,lonwus-patu86,False,ROI,775.99,771.67
108
+ 106,4.95,2025-06-08 18:06:00.793190,118,lonwus-patu86,False,ROI,761.11,756.79
109
+ 107,4.95,2025-06-08 21:24:29.536035,118,lonwus-patu86,False,ROI,719.3,714.98
110
+ 108,-22.93,2025-06-11 13:51:16.740004,118,lonwus-patu86,False,ROI,-22.93,-38.91
111
+ 109,4.26,2025-06-17 15:11:09.841348,118,lonwus-patu86,False,ROI,138.06,132.29
112
+ 110,4.92,2025-06-20 15:43:23.557653,118,lonwus-patu86,False,ROI,125.85,121.7
113
+ 111,4.05,2025-06-22 05:18:59.744200,118,lonwus-patu86,False,ROI,93.22,99.46
114
+ 112,3.91,2025-06-23 21:58:03.255498,118,lonwus-patu86,False,ROI,81.34,89.35
115
+ 113,3.22,2025-06-06 21:16:18.171681,119,lonlim-zapgi60,False,ROI,3349.05,3349.05
116
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117
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118
+ 116,4.93,2025-06-09 21:25:09.568709,119,lonlim-zapgi60,False,ROI,535.89,532.29
119
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120
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121
+ 119,4.81,2025-06-13 20:14:38.143005,119,lonlim-zapgi60,False,ROI,240.37,230.8
122
+ 120,3.14,2025-06-15 02:29:15.201154,119,lonlim-zapgi60,False,ROI,133.85,129.21
123
+ 121,3.33,2025-06-16 19:00:11.977194,119,lonlim-zapgi60,False,ROI,118.63,113.41
124
+ 122,3.54,2025-06-17 20:46:59.724500,119,lonlim-zapgi60,False,ROI,114.16,108.39
125
+ 123,2.87,2025-06-18 20:50:26.458030,119,lonlim-zapgi60,False,ROI,84.89,81.03
126
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127
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128
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129
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130
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131
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132
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133
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134
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135
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136
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137
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138
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139
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140
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141
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142
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143
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144
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145
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146
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147
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148
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149
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150
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151
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152
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153
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154
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155
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156
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157
+ 155,5.67,2025-06-12 08:16:43.196306,123,cordron-yelku44,False,ROI,478.51,468.63
158
+ 156,4.05,2025-06-13 20:51:54.959756,123,cordron-yelku44,False,ROI,252.55,247.53
159
+ 157,3.04,2025-06-14 20:58:08.060349,123,cordron-yelku44,False,ROI,161.8,159.79
160
+ 158,2.68,2025-06-16 01:13:39.374306,123,cordron-yelku44,False,ROI,121.78,120.93
161
+ 159,2.88,2025-06-17 01:18:21.000045,123,cordron-yelku44,False,ROI,116.26,114.87
162
+ 160,2.37,2025-06-19 02:57:28.768791,123,cordron-yelku44,False,ROI,77.81,78.0
163
+ 161,2.04,2025-06-23 19:35:48.602900,123,cordron-yelku44,False,ROI,47.17,59.0
164
+ 162,0.96,2025-06-09 18:32:36.558142,126,tonvel-beeprel23,False,ROI,1517.37,1517.37
165
+ 163,4.03,2025-06-10 18:35:49.668890,126,tonvel-beeprel23,False,ROI,1191.8,1184.78
166
+ 164,5.59,2025-06-11 18:38:07.704650,126,tonvel-beeprel23,False,ROI,912.46,900.52
167
+ 165,5.14,2025-06-12 18:42:17.665709,126,tonvel-beeprel23,False,ROI,580.06,569.4
168
+ 166,2.1,2025-06-16 17:52:55.063058,126,tonvel-beeprel23,False,ROI,106.42,104.86
169
+ 167,1.86,2025-06-18 14:06:40.798020,126,tonvel-beeprel23,False,ROI,75.23,74.98
170
+ 168,-67.99,2025-06-19 14:38:05.661995,126,tonvel-beeprel23,False,ROI,-67.99,-68.49
171
+ 169,0.81,2025-06-09 22:20:14.827769,127,lunel-luwus85,False,ROI,1280.5,1280.5
172
+ 170,2.83,2025-06-10 11:46:19.456686,127,lunel-luwus85,False,ROI,1305.08,1298.06
173
+ 171,4.45,2025-06-11 11:52:17.821684,127,lunel-luwus85,False,ROI,904.96,893.01
174
+ 172,4.04,2025-06-12 12:14:06.850694,127,lunel-luwus85,False,ROI,524.63,513.98
175
+ 173,2.42,2025-06-13 12:18:45.544337,127,lunel-luwus85,False,ROI,231.49,225.74
176
+ 174,1.44,2025-06-14 20:55:17.651663,127,lunel-luwus85,False,ROI,101.72,99.0
177
+ 175,0.88,2025-06-15 20:58:03.786280,127,lunel-luwus85,False,ROI,51.95,50.94
178
+ 176,1.06,2025-06-16 21:00:02.716458,127,lunel-luwus85,False,ROI,53.98,52.42
179
+ 177,0.63,2025-06-18 00:37:19.407906,127,lunel-luwus85,False,ROI,27.48,27.23
180
+ 178,-27.98,2025-06-19 15:19:20.323617,127,lunel-luwus85,False,ROI,-27.98,-28.48
181
+ 179,0.81,2025-06-20 21:46:31.541226,127,lunel-luwus85,False,ROI,26.41,25.88
182
+ 180,0.22,2025-06-22 00:38:13.399438,127,lunel-luwus85,False,ROI,6.45,15.95
183
+ 181,0.13,2025-06-23 00:42:22.801921,127,lunel-luwus85,False,ROI,3.56,14.77
184
+ 182,-25.84,2025-06-10 09:06:37.010122,128,kozu-hanfil63,False,ROI,-25.84,-25.84
185
+ 183,4.81,2025-06-10 09:29:20.119072,128,kozu-hanfil63,False,ROI,7042.5,7042.5
186
+ 184,6.68,2025-06-11 12:58:00.236662,128,kozu-hanfil63,False,ROI,1748.03,1743.44
187
+ 185,4.38,2025-06-13 07:59:58.559461,128,kozu-hanfil63,False,ROI,501.99,503.17
188
+ 186,2.71,2025-06-15 20:59:08.057917,128,kozu-hanfil63,False,ROI,172.8,178.43
189
+ 187,3.15,2025-06-17 14:59:52.085823,128,kozu-hanfil63,False,ROI,153.51,158.12
190
+ 188,2.41,2025-06-18 15:08:39.958257,128,kozu-hanfil63,False,ROI,103.58,109.91
191
+ 189,-24.07,2025-06-19 15:22:32.279496,128,kozu-hanfil63,False,ROI,-24.07,-17.97
192
+ 190,5.93,2025-06-20 15:25:17.656080,128,kozu-hanfil63,False,ROI,206.1,212.16
193
+ 191,5.42,2025-06-21 19:52:58.290090,128,kozu-hanfil63,False,ROI,169.42,179.82
194
+ 192,4.52,2025-06-23 05:01:27.033494,128,kozu-hanfil63,False,ROI,126.37,143.41
195
+ 193,-3.19,2025-06-18 13:33:06.289943,130,jusrot-kihi68,False,ROI,-3.19,7.26
196
+ 194,-4.43,2025-06-21 08:46:09.975404,130,jusrot-kihi68,False,ROI,-4.43,9.91
197
+ 195,-6.47,2025-06-23 01:47:35.846279,130,jusrot-kihi68,False,ROI,-6.47,14.22
198
+ 196,0.0,2025-06-15 21:22:42.073588,133,ronwus-yusrus90,False,ROI,0.0,0.0
199
+ 197,0.0,2025-06-16 21:26:14.464595,133,ronwus-yusrus90,False,ROI,1.43,0.89
200
+ 198,-49.8,2025-06-19 05:04:33.644120,133,ronwus-yusrus90,False,ROI,-49.8,-49.3
201
+ 199,-0.57,2025-06-20 08:47:58.517715,133,ronwus-yusrus90,False,ROI,-0.57,-0.1
202
+ 200,-49.83,2025-06-20 07:11:33.705703,133,ronwus-yusrus90,False,ROI,-49.83,-49.36
203
+ 201,-0.58,2025-06-21 08:50:13.652053,133,ronwus-yusrus90,False,ROI,-0.58,4.49
204
+ 202,-0.56,2025-06-23 04:52:21.403493,133,ronwus-yusrus90,False,ROI,-0.56,11.54
205
+ 203,0.0,2025-06-17 20:54:46.322615,137,yilo-fevo87,False,ROI,0.0,0.0
initial_value_fixer.py CHANGED
@@ -17,7 +17,7 @@ import json
17
  import logging
18
  import os
19
  import time
20
- from typing import Dict, Optional, Tuple
21
 
22
  from pandas import DataFrame
23
  import requests
@@ -44,6 +44,7 @@ WHITELISTED_TOKENS = {
44
  "0x2218a117083f5b482b0bb821d27056ba9c04b1d3": ("sDAI", 18),
45
  "0x1217bfe6c773eec6cc4a38b5dc45b92292b6e189": ("oUSDT", 6),
46
  "0x4f604735c1cf31399c6e711d5962b2b3e0225ad3": ("USDGLO", 18),
 
47
  }
48
  COIN_ID_MAPPING = {
49
  "usdc": "usd-coin",
@@ -61,7 +62,9 @@ COIN_ID_MAPPING = {
61
  "usd+": "overnight-fi-usd-optimism",
62
  "ousdt": "openusdt",
63
  "usdglo": "glo-dollar",
 
64
  }
 
65
 
66
  # Configure logging
67
  logging.basicConfig(level=logging.INFO)
@@ -147,7 +150,7 @@ def fetch_historical_eth_price(date_str: str) -> float:
147
  return cached_price
148
 
149
  try:
150
- url = f"https://api.coingecko.com/api/v3/coins/ethereum/history"
151
  params = {"date": date_str, "localization": "false"}
152
 
153
  # Add delay to respect rate limits
@@ -391,7 +394,7 @@ def should_include_transfer_optimism(
391
  logger.error(f"Error checking address {from_address}: {e}")
392
  return False
393
 
394
- def fetch_optimism_transfers(
395
  address: str,
396
  last_timestamp: int
397
  ) -> Dict:
@@ -403,8 +406,6 @@ def fetch_optimism_transfers(
403
 
404
  try:
405
  logger.info(f"Fetching Optimism transfers for address {address}...")
406
-
407
- last_date = datetime.fromtimestamp(last_timestamp).strftime("%Y-%m-%d")
408
 
409
  # Fetch incoming transfers
410
  transfers_url = f"{base_url}/safes/{address}/incoming-transfers/"
@@ -432,7 +433,7 @@ def fetch_optimism_transfers(
432
  if not transfers:
433
  logger.info(f"No more transfers found for address {address} on page {page_count}")
434
  break
435
-
436
  for transfer in transfers:
437
  # Parse timestamp
438
  timestamp = transfer.get("executionDate")
@@ -543,19 +544,300 @@ def fetch_optimism_transfers(
543
  logger.error(f"Error fetching Optimism transfers for address {address}: {e}")
544
  return {}
545
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
546
  def calculate_initial_investment_value_from_funding_events(
547
- transfers: Dict,
548
  chain: str,
 
 
 
549
  ) -> float:
550
  total_investment = 0.0
551
 
552
- if not transfers:
553
  print(f"No transfers found for {chain} chain")
554
  return 0.0
555
 
556
  if chain == "optimism":
557
  print("Using Optimism-specific transfer processing")
558
- for date, date_transfers in transfers.items():
559
  for transfer in date_transfers:
560
  try:
561
  amount = transfer.get("amount", 0)
@@ -590,6 +872,18 @@ def calculate_initial_investment_value_from_funding_events(
590
  print(f"Unsupported chain: {chain}, skipping")
591
  return 0.0
592
 
 
 
 
 
 
 
 
 
 
 
 
 
593
  print(f"Total initial investment from {chain} chain: ${total_investment}")
594
  return total_investment if total_investment > 0 else 0.0
595
 
@@ -597,10 +891,25 @@ def calculate_initial_value_from_address_and_timestamp(
597
  address: str,
598
  final_timestamp: int,
599
  ) -> Tuple[float, int]:
600
- # First fetch the transfers
601
- transfers = fetch_optimism_transfers(address, final_timestamp)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
602
  initial_timestamp = final_timestamp
603
- for _transfers in transfers.values():
604
  for _transfer in _transfers:
605
  if "timestamp" not in _transfer:
606
  continue
@@ -611,8 +920,10 @@ def calculate_initial_value_from_address_and_timestamp(
611
 
612
  # Then calculate initial investment
613
  initial_investment = calculate_initial_investment_value_from_funding_events(
614
- transfers=transfers,
615
  chain="optimism",
 
 
 
616
  )
617
 
618
  return initial_investment, int(initial_timestamp)
@@ -621,29 +932,59 @@ def calculate_final_value_from_address_and_timestamp(
621
  address: str,
622
  timestamp: int,
623
  ) -> float:
624
- eth_balance = fetch_eth_balance(address, timestamp)
625
- eth_price = fetch_historical_eth_price(
626
- datetime.utcfromtimestamp(timestamp).strftime("%d-%m-%Y")
627
- )
628
-
629
- final_value = eth_balance * eth_price
630
- for token_address, (symbol, decimals) in WHITELISTED_TOKENS.items():
631
- token_balance = fetch_token_balance(
632
- address=address,
633
- token_address=token_address,
634
- decimals=decimals,
635
- timestamp=timestamp,
636
- )
637
- token_price = fetch_historical_token_price(
638
- coin_id=COIN_ID_MAPPING.get(symbol.lower(), symbol.lower()),
639
- date_str=datetime.utcfromtimestamp(timestamp).strftime("%d-%m-%Y"),
640
- token_symbol=symbol
641
- )
642
- if token_balance is not None and token_price is not None:
643
- token_value = token_balance * token_price
644
- if token_value > 0:
645
- final_value += token_value
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
646
 
 
647
  return final_value
648
 
649
  def _calculate_adjusted_apr(
@@ -789,8 +1130,13 @@ def fix_apr_and_roi(df: DataFrame) -> DataFrame:
789
  final_value = calculate_final_value_from_address_and_timestamp(
790
  row['address'], final_timestamp
791
  )
792
- if row["volume"] > 0:
793
- final_value += row["volume"]
 
 
 
 
 
794
  except Exception as e:
795
  logger.error(f"Error calculating final value for address {row['address']}: {e}")
796
  rows_to_drop.append(idx)
@@ -840,8 +1186,8 @@ def fix_apr_and_roi(df: DataFrame) -> DataFrame:
840
 
841
 
842
  if __name__ == "__main__":
843
- test_address = "0xa11417aeBF3932ee895008eDE8eA95616f488bCf"
844
- test_final_timestamp = 1749567654
845
 
846
  v = calculate_initial_value_from_address_and_timestamp(
847
  test_address,
 
17
  import logging
18
  import os
19
  import time
20
+ from typing import Dict, Optional, Tuple, List
21
 
22
  from pandas import DataFrame
23
  import requests
 
44
  "0x2218a117083f5b482b0bb821d27056ba9c04b1d3": ("sDAI", 18),
45
  "0x1217bfe6c773eec6cc4a38b5dc45b92292b6e189": ("oUSDT", 6),
46
  "0x4f604735c1cf31399c6e711d5962b2b3e0225ad3": ("USDGLO", 18),
47
+ "0xFC2E6e6BCbd49ccf3A5f029c79984372DcBFE527": ("OLAS", 18)
48
  }
49
  COIN_ID_MAPPING = {
50
  "usdc": "usd-coin",
 
62
  "usd+": "overnight-fi-usd-optimism",
63
  "ousdt": "openusdt",
64
  "usdglo": "glo-dollar",
65
+ "olas": "autonolas"
66
  }
67
+ ZERO_ADDRESS = "0x0000000000000000000000000000000000000000"
68
 
69
  # Configure logging
70
  logging.basicConfig(level=logging.INFO)
 
150
  return cached_price
151
 
152
  try:
153
+ url = "https://api.coingecko.com/api/v3/coins/ethereum/history"
154
  params = {"date": date_str, "localization": "false"}
155
 
156
  # Add delay to respect rate limits
 
394
  logger.error(f"Error checking address {from_address}: {e}")
395
  return False
396
 
397
+ def fetch_optimism_incoming_transfers(
398
  address: str,
399
  last_timestamp: int
400
  ) -> Dict:
 
406
 
407
  try:
408
  logger.info(f"Fetching Optimism transfers for address {address}...")
 
 
409
 
410
  # Fetch incoming transfers
411
  transfers_url = f"{base_url}/safes/{address}/incoming-transfers/"
 
433
  if not transfers:
434
  logger.info(f"No more transfers found for address {address} on page {page_count}")
435
  break
436
+ print("incoming transfers",response_json)
437
  for transfer in transfers:
438
  # Parse timestamp
439
  timestamp = transfer.get("executionDate")
 
544
  logger.error(f"Error fetching Optimism transfers for address {address}: {e}")
545
  return {}
546
 
547
+
548
+ def fetch_optimism_outgoing_transfers(
549
+ address: str,
550
+ final_timestamp: int,
551
+ from_address: str,
552
+ ) -> Dict:
553
+ """Fetch all outgoing transfers from the safe address on Optimism until a specific date.
554
+
555
+ Args:
556
+ address: The safe address to fetch transfers for
557
+ final_timestamp: The timestamp until which to fetch transfers
558
+ from_address: The master address to check for reversions
559
+
560
+ Returns:
561
+ Dict: Dictionary of transfers organized by date
562
+ """
563
+ all_transfers = {}
564
+
565
+ if not address:
566
+ logger.warning(
567
+ "No address provided for fetching Optimism outgoing transfers"
568
+ )
569
+ return all_transfers
570
+
571
+ try:
572
+ # Use SafeGlobal API for Optimism transfers
573
+ base_url = "https://safe-transaction-optimism.safe.global/api/v1"
574
+ transfers_url = f"{base_url}/safes/{address}/transfers/"
575
+
576
+ processed_count = 0
577
+ page_count = 0
578
+ max_pages = 50 # Increased limit to handle more transactions
579
+
580
+ while page_count < max_pages:
581
+ page_count += 1
582
+ logger.info(f"Fetching outgoing transfers page {page_count} for address {address}")
583
+
584
+ success, response_json = request_with_retries(
585
+ endpoint=transfers_url,
586
+ headers={"Accept": "application/json"},
587
+ rate_limited_code=429,
588
+ retry_wait=5,
589
+ )
590
+
591
+ if not success:
592
+ logger.error(f"Failed to fetch Optimism transfers for address {address} on page {page_count}")
593
+ break
594
+
595
+ transfers = response_json.get("results", [])
596
+
597
+ if not transfers:
598
+ logger.info(f"No more transfers found for address {address} on page {page_count}")
599
+ break
600
+
601
+ print("outgoing_transfers", response_json)
602
+
603
+ for transfer in transfers:
604
+ # Parse timestamp
605
+ timestamp = transfer.get("executionDate")
606
+ if not timestamp:
607
+ continue
608
+
609
+ # Handle ISO format timestamp
610
+ try:
611
+ tx_datetime = datetime.fromisoformat(
612
+ timestamp.replace("Z", "+00:00")
613
+ )
614
+ tx_date = tx_datetime.strftime("%Y-%m-%d")
615
+ except (ValueError, TypeError):
616
+ logger.warning(
617
+ f"Invalid timestamp format: {timestamp}"
618
+ )
619
+ continue
620
+
621
+ if tx_datetime.timestamp() > final_timestamp:
622
+ continue
623
+
624
+ # Only process outgoing transfers (where from address is equal to our safe address)
625
+ # OR transfers going back to the master address (reversions)
626
+ if transfer.get("from").lower() == address.lower():
627
+ transfer_type = transfer.get("type", "")
628
+
629
+ if transfer_type == "ETHER_TRANSFER":
630
+ try:
631
+ value_wei = int(transfer.get("value", "0") or "0")
632
+ amount_eth = value_wei / 10**18
633
+
634
+ if amount_eth <= 0:
635
+ continue
636
+ except (ValueError, TypeError):
637
+ continue
638
+
639
+ transfer_data = {
640
+ "from_address": address,
641
+ "to_address": transfer.get("to"),
642
+ "amount": amount_eth,
643
+ "token_address": ZERO_ADDRESS,
644
+ "symbol": "ETH",
645
+ "timestamp": timestamp,
646
+ "tx_hash": transfer.get("transactionHash", ""),
647
+ "type": "eth",
648
+ }
649
+
650
+ if tx_date not in all_transfers:
651
+ all_transfers[tx_date] = []
652
+ all_transfers[tx_date].append(transfer_data)
653
+ processed_count += 1
654
+
655
+
656
+ # Also process ERC20 transfers for completeness
657
+ token_info = transfer.get("tokenInfo", {})
658
+ token_address = transfer.get("tokenAddress", "")
659
+
660
+ if token_info:
661
+ symbol = token_info.get("symbol", "Unknown")
662
+ decimals = int(token_info.get("decimals", 18) or 18)
663
+ else:
664
+ symbol = "Unknown"
665
+ decimals = 18
666
+
667
+ try:
668
+ value_raw = int(transfer.get("value", "0") or "0")
669
+ amount = value_raw / (10**decimals)
670
+
671
+ if amount <= 0:
672
+ continue
673
+ except (ValueError, TypeError):
674
+ continue
675
+
676
+ transfer_data = {
677
+ "from_address": transfer.get("from"),
678
+ "to_address": transfer.get("to"),
679
+ "amount": amount,
680
+ "token_address": token_address,
681
+ "symbol": symbol,
682
+ "timestamp": timestamp,
683
+ "tx_hash": transfer.get("transactionHash", ""),
684
+ "type": "token",
685
+ }
686
+
687
+ if tx_date not in all_transfers:
688
+ all_transfers[tx_date] = []
689
+ all_transfers[tx_date].append(transfer_data)
690
+ processed_count += 1
691
+
692
+ # Show progress
693
+ if processed_count % 50 == 0:
694
+ logger.info(f"Processed {processed_count} outgoing transfers for address {address}...")
695
+
696
+ # Check for next page
697
+ cursor = response_json.get("next")
698
+ if not cursor:
699
+ logger.info(f"No more pages for address {address}")
700
+ break
701
+ else:
702
+ transfers_url = cursor # Update URL for next page
703
+
704
+ logger.info(f"Completed Optimism outgoing transfers: {processed_count} found")
705
+ return all_transfers
706
+
707
+ except Exception as e:
708
+ logger.error(f"Error fetching Optimism outgoing transfers: {e}")
709
+ return {}
710
+
711
+
712
+ def track_and_calculate_reversion_value(
713
+ safe_address: str,
714
+ chain: str,
715
+ incoming_transfers: Dict,
716
+ outgoing_transfers: Dict,
717
+ ) -> float:
718
+ """Track ETH transfers to safe address and handle reversion logic."""
719
+ try:
720
+ if not incoming_transfers:
721
+ logger.warning(f"No transfers found for {chain} chain")
722
+ return 0.0
723
+
724
+ # Track ETH transfers
725
+ eth_transfers = []
726
+ initial_funding = None
727
+ master_safe_address = None
728
+ reversion_transfers = []
729
+ reversion_value = 0.0
730
+
731
+ # Sort transfers by timestamp
732
+ sorted_incoming_transfers = []
733
+ for _, transfers in incoming_transfers.items():
734
+ for transfer in transfers:
735
+ if isinstance(transfer, dict) and "timestamp" in transfer:
736
+ sorted_incoming_transfers.append(transfer)
737
+
738
+ sorted_incoming_transfers.sort(key=lambda x: x["timestamp"])
739
+
740
+ sorted_outgoing_transfers = []
741
+ for _, transfers in outgoing_transfers.items():
742
+ for transfer in transfers:
743
+ if isinstance(transfer, dict) and "timestamp" in transfer:
744
+ sorted_outgoing_transfers.append(transfer)
745
+
746
+ sorted_outgoing_transfers.sort(key=lambda x: x["timestamp"])
747
+
748
+ # Process transfers
749
+ for transfer in sorted_incoming_transfers:
750
+ # Check if it's an ETH transfer
751
+ if transfer.get("symbol") == "ETH":
752
+ # If this is the first transfer, store it as initial funding
753
+ if not initial_funding:
754
+ initial_funding = {
755
+ "amount": transfer.get("amount", 0),
756
+ "from_address": transfer.get("from_address"),
757
+ "timestamp": transfer.get("timestamp"),
758
+ }
759
+ if transfer.get("from_address"):
760
+ master_safe_address = transfer.get("from_address").lower()
761
+ eth_transfers.append(transfer)
762
+ # If it's from the same address as initial funding
763
+ elif (
764
+ transfer.get("from_address", "").lower() == master_safe_address
765
+ ):
766
+ eth_transfers.append(transfer)
767
+
768
+ for transfer in sorted_outgoing_transfers:
769
+ if transfer.get("symbol") == "ETH":
770
+ if (
771
+ transfer.get("to_address", "").lower() == master_safe_address
772
+ and transfer.get("from_address", "").lower()
773
+ == safe_address.lower()
774
+ ):
775
+ reversion_transfers.append(transfer)
776
+
777
+ reversion_value = calculate_total_reversion_value(
778
+ eth_transfers, reversion_transfers
779
+ )
780
+
781
+ return reversion_value
782
+
783
+ except Exception as e:
784
+ logger.error(f"Error tracking ETH transfers: {str(e)}")
785
+ return 0.0
786
+
787
+ def calculate_total_reversion_value(
788
+ eth_transfers: List[Dict], reversion_transfers: List[Dict]
789
+ ) -> float:
790
+ """Calculate the total reversion value from the reversion transfers."""
791
+ reversion_amount = 0.0
792
+ reversion_date = None
793
+ reversion_value = 0.0
794
+ last_transfer = eth_transfers[-1]
795
+
796
+ try:
797
+ # Handle ISO format timestamp
798
+ timestamp = last_transfer.get("timestamp", "")
799
+ if timestamp.endswith("Z"):
800
+ # Convert ISO format to datetime
801
+ tx_datetime = datetime.fromisoformat(timestamp.replace("Z", "+00:00"))
802
+ reversion_date = tx_datetime.strftime("%d-%m-%Y")
803
+ else:
804
+ # Try parsing as Unix timestamp
805
+ reversion_date = datetime.fromtimestamp(int(timestamp)).strftime(
806
+ "%d-%m-%Y"
807
+ )
808
+ except (ValueError, TypeError) as e:
809
+ logger.warning(f"Error parsing timestamp: {e}")
810
+ # Use current date as fallback
811
+ transfer = reversion_transfers[0]
812
+ reversion_date = datetime.fromisoformat(transfer.get("timestamp", "").replace('Z', '+00:00')).strftime("%d-%m-%Y")
813
+
814
+ for index, transfer in enumerate(reversion_transfers):
815
+ transfer_date = datetime.fromisoformat(transfer.get("timestamp", "").replace('Z', '+00:00')).strftime("%d-%m-%Y")
816
+ if index == 0:
817
+ eth_price = fetch_historical_eth_price(reversion_date)
818
+ else:
819
+ eth_price = fetch_historical_eth_price(transfer_date)
820
+ if eth_price:
821
+ reversion_amount = transfer.get("amount", 0)
822
+ reversion_value += reversion_amount * eth_price
823
+
824
+ return reversion_value
825
+
826
  def calculate_initial_investment_value_from_funding_events(
 
827
  chain: str,
828
+ address: str,
829
+ incoming_transfers: Dict,
830
+ outgoing_transfers: Dict,
831
  ) -> float:
832
  total_investment = 0.0
833
 
834
+ if not incoming_transfers:
835
  print(f"No transfers found for {chain} chain")
836
  return 0.0
837
 
838
  if chain == "optimism":
839
  print("Using Optimism-specific transfer processing")
840
+ for date, date_transfers in incoming_transfers.items():
841
  for transfer in date_transfers:
842
  try:
843
  amount = transfer.get("amount", 0)
 
872
  print(f"Unsupported chain: {chain}, skipping")
873
  return 0.0
874
 
875
+ reversion_value = track_and_calculate_reversion_value(
876
+ safe_address=address,
877
+ chain=chain,
878
+ incoming_transfers=incoming_transfers,
879
+ outgoing_transfers=outgoing_transfers,
880
+ )
881
+
882
+ logger.info(f"Total investment: {total_investment}")
883
+ logger.info(f"Reversion value: {reversion_value}")
884
+ total_investment = total_investment - reversion_value
885
+ logger.info(f"Total investment after reversion: {total_investment}")
886
+
887
  print(f"Total initial investment from {chain} chain: ${total_investment}")
888
  return total_investment if total_investment > 0 else 0.0
889
 
 
891
  address: str,
892
  final_timestamp: int,
893
  ) -> Tuple[float, int]:
894
+ # First fetch the transfers
895
+ incoming_transfers = fetch_optimism_incoming_transfers(address, final_timestamp)
896
+ logger.info("Fetched incoming transfers")
897
+
898
+ # Find the first transfer to get the from_address
899
+ from_address = None
900
+ for date_transfers in incoming_transfers.values():
901
+ if date_transfers: # Check if the list is not empty
902
+ from_address = date_transfers[0].get('from_address')
903
+ break
904
+
905
+ if from_address is None:
906
+ logger.warning("No from_address found in incoming transfers")
907
+ from_address = ""
908
+
909
+ outgoing_transfers = fetch_optimism_outgoing_transfers(address, final_timestamp, from_address)
910
+ logger.info(f"Fetched outgoing transfers {outgoing_transfers}")
911
  initial_timestamp = final_timestamp
912
+ for _transfers in incoming_transfers.values():
913
  for _transfer in _transfers:
914
  if "timestamp" not in _transfer:
915
  continue
 
920
 
921
  # Then calculate initial investment
922
  initial_investment = calculate_initial_investment_value_from_funding_events(
 
923
  chain="optimism",
924
+ address=address,
925
+ incoming_transfers=incoming_transfers,
926
+ outgoing_transfers=outgoing_transfers,
927
  )
928
 
929
  return initial_investment, int(initial_timestamp)
 
932
  address: str,
933
  timestamp: int,
934
  ) -> float:
935
+ """
936
+ Calculate the final portfolio value at a specific timestamp by fetching
937
+ ETH and token balances and multiplying by historical prices.
938
+ """
939
+ final_value = 0.0
940
+
941
+ try:
942
+ # Get ETH balance and price
943
+ eth_balance = fetch_eth_balance(address, timestamp)
944
+ if eth_balance > 0:
945
+ eth_price = fetch_historical_eth_price(
946
+ datetime.utcfromtimestamp(timestamp).strftime("%d-%m-%Y")
947
+ )
948
+ if eth_price and eth_price > 0:
949
+ eth_value = eth_balance * eth_price
950
+ final_value += eth_value
951
+ logger.info(f"ETH value: {eth_balance:.6f} ETH @ ${eth_price:.2f} = ${eth_value:.2f}")
952
+ else:
953
+ logger.warning(f"Could not fetch ETH price for timestamp {timestamp}")
954
+
955
+ # Get token balances and prices
956
+ for token_address, (symbol, decimals) in WHITELISTED_TOKENS.items():
957
+ try:
958
+ token_balance = fetch_token_balance(
959
+ address=address,
960
+ token_address=token_address,
961
+ decimals=decimals,
962
+ timestamp=timestamp,
963
+ )
964
+
965
+ if token_balance is not None and token_balance > 0:
966
+ token_price = fetch_historical_token_price(
967
+ coin_id=COIN_ID_MAPPING.get(symbol.lower(), symbol.lower()),
968
+ date_str=datetime.utcfromtimestamp(timestamp).strftime("%d-%m-%Y"),
969
+ token_symbol=symbol
970
+ )
971
+
972
+ if token_price is not None and token_price > 0:
973
+ token_value = token_balance * token_price
974
+ final_value += token_value
975
+ logger.info(f"{symbol} value: {token_balance:.6f} @ ${token_price:.6f} = ${token_value:.2f}")
976
+ else:
977
+ logger.warning(f"Could not fetch price for {symbol} at timestamp {timestamp}")
978
+
979
+ except Exception as e:
980
+ logger.error(f"Error processing token {symbol} ({token_address}): {e}")
981
+ continue
982
+
983
+ except Exception as e:
984
+ logger.error(f"Error calculating final value for address {address}: {e}")
985
+ return 0.0
986
 
987
+ logger.info(f"Total final value for {address}: ${final_value:.2f}")
988
  return final_value
989
 
990
  def _calculate_adjusted_apr(
 
1130
  final_value = calculate_final_value_from_address_and_timestamp(
1131
  row['address'], final_timestamp
1132
  )
1133
+
1134
+ # Add volume if it exists and is positive
1135
+ volume = row.get("volume", 0)
1136
+ if volume and volume > 0:
1137
+ final_value += volume
1138
+ logger.info(f"Added volume ${volume:.2f} to final value for address {row['address']}")
1139
+
1140
  except Exception as e:
1141
  logger.error(f"Error calculating final value for address {row['address']}: {e}")
1142
  rows_to_drop.append(idx)
 
1186
 
1187
 
1188
  if __name__ == "__main__":
1189
+ test_address = "0xc8E264f402Ae94f69bDEf8B1f035F7200cD2B0c7"
1190
+ test_final_timestamp = 1750711233
1191
 
1192
  v = calculate_initial_value_from_address_and_timestamp(
1193
  test_address,
optimus_apr_statistics.csv CHANGED
@@ -1,19 +1,20 @@
1
  agent_id,agent_name,total_points,apr_points,performance_points,real_apr_points,real_performance_points,avg_apr,avg_performance,max_apr,min_apr,avg_adjusted_apr,max_adjusted_apr,min_adjusted_apr,latest_timestamp
2
- 111,furtek-gilje55,7,7,0,7,0,34.26285714285714,,132.09,-1.5,35.54714285714285,125.13,1.01,2025-06-19 00:21:32
3
- 112,vuzus-fazi89,2,2,0,2,0,-17.82,,-0.99,-34.65,-14.504999999999999,2.42,-31.43,2025-06-19 15:34:45
4
- 115,yenot-zoncen49,26,26,0,26,0,17.184615384615384,,190.0,-3.48,21.408846153846152,182.41,2.56,2025-06-19 02:17:58
5
- 116,honji-hahi60,38,38,0,38,0,45.06736842105263,,159.56,-3.48,46.046578947368424,151.96,1.67,2025-06-19 16:05:48
6
- 117,furye-himkon89,12,12,0,12,0,43.46166666666667,,228.68,-2.38,44.025000000000006,221.09,0.66,2025-06-19 16:24:38
7
- 118,lonwus-patu86,12,12,0,12,0,260.34166666666664,,335.69,-25.3,255.69916666666666,333.22,-41.28,2025-06-17 15:11:09
8
- 119,lonlim-zapgi60,12,12,0,12,0,145.1325,,421.68,0.0,139.37583333333336,410.8,0.0,2025-06-19 20:51:17
9
- 120,joyus-goson39,5,5,0,5,0,553.574,,2081.35,-28.02,548.6479999999999,2081.35,-32.34,2025-06-14 21:11:33
10
- 121,cilwar-rimlu27,2,2,0,2,0,1041.4950000000001,,2108.94,-25.95,1039.42,2108.94,-30.1,2025-06-20 03:05:47
11
- 122,tevi-kulo15,10,10,0,10,0,275.327,,1038.47,-27.06,269.991,1038.47,-28.67,2025-06-19 09:26:06
12
- 123,cordron-yelku44,9,9,0,9,0,129.28444444444443,,381.81,-0.14,125.31555555555555,370.64,0.55,2025-06-19 02:57:28
13
- 126,tonvel-beeprel23,7,7,0,7,0,324.02714285714285,,978.68,-69.44,319.4657142857142,971.66,-69.94,2025-06-19 14:38:05
14
- 127,lunel-luwus85,10,10,0,10,0,445.38100000000003,,1305.08,-27.98,441.24000000000007,1298.06,-28.48,2025-06-19 15:19:20
15
- 128,kozu-hanfil63,8,8,0,8,0,30.955,,314.71,-30.96,33.35875000000001,310.11,-30.96,2025-06-19 15:22:32
16
- 130,jusrot-kihi68,1,1,0,1,0,-3.19,,-3.19,-3.19,7.26,7.26,7.26,2025-06-18 13:33:06
17
- 133,ronwus-yusrus90,4,4,0,4,0,-24.549999999999997,,1.43,-49.83,-24.4425,0.89,-49.36,2025-06-20 07:11:33
 
18
  137,yilo-fevo87,1,1,0,1,0,0.0,,0.0,0.0,0.0,0.0,0.0,2025-06-17 20:54:46
19
- ALL,All Agents,166,166,0,166,0,140.8839156626506,,2108.94,-69.44,140.1823493975904,2108.94,-69.94,2025-06-20 07:11:33
 
1
  agent_id,agent_name,total_points,apr_points,performance_points,real_apr_points,real_performance_points,avg_apr,avg_performance,max_apr,min_apr,avg_adjusted_apr,max_adjusted_apr,min_adjusted_apr,latest_timestamp
2
+ 102,kelrus-muha52,2,2,0,2,0,228.88,,462.57,-4.81,228.29000000000002,461.98,-5.4,2025-06-20 16:06:44
3
+ 111,furtek-gilje55,7,7,0,7,0,59.70857142857143,,175.29,-0.63,60.9957142857143,168.33,6.07,2025-06-19 00:21:32
4
+ 112,vuzus-fazi89,4,4,0,4,0,-3.307499999999999,,8.32,-33.3,2.8625000000000003,18.49,-30.08,2025-06-23 01:49:49
5
+ 115,yenot-zoncen49,30,30,0,30,0,25.491666666666667,,213.49,-2.98,30.276333333333337,205.89,2.19,2025-06-23 20:41:04
6
+ 116,honji-hahi60,40,40,0,40,0,311.1675,,495.92,-1.87,312.65874999999994,500.86,12.79,2025-06-23 18:39:27
7
+ 117,furye-himkon89,15,15,0,15,0,33.62800000000001,,228.68,-7.07,36.44733333333333,221.09,0.66,2025-06-23 11:54:32
8
+ 118,lonwus-patu86,15,15,0,15,0,649.6366666666667,,1196.39,-22.93,646.5966666666666,1193.92,-38.91,2025-06-23 21:58:03
9
+ 119,lonlim-zapgi60,15,15,0,15,0,538.2386666666667,,3349.05,-25.89,534.3053333333334,3349.05,-30.05,2025-06-23 17:07:42
10
+ 120,joyus-goson39,7,7,0,7,0,403.4371428571429,,2081.35,-28.02,400.9042857142857,2081.35,-32.34,2025-06-22 17:59:18
11
+ 121,cilwar-rimlu27,4,4,0,4,0,554.68,,2108.94,25.97,555.365,2108.94,32.21,2025-06-22 17:57:02
12
+ 122,tevi-kulo15,13,13,0,13,0,215.21,,1038.47,-27.06,211.8669230769231,1038.47,-28.67,2025-06-22 19:31:40
13
+ 123,cordron-yelku44,10,10,0,10,0,381.382,,1103.07,47.17,378.992,1103.76,59.0,2025-06-23 19:35:48
14
+ 126,tonvel-beeprel23,7,7,0,7,0,616.4785714285715,,1517.37,-67.99,611.9171428571427,1517.37,-68.49,2025-06-19 14:38:05
15
+ 127,lunel-luwus85,13,13,0,13,0,345.4023076923077,,1305.08,-27.98,343.76923076923083,1298.06,-28.48,2025-06-23 00:42:22
16
+ 128,kozu-hanfil63,11,11,0,11,0,924.9445454545456,,7042.5,-25.84,929.7409090909091,7042.5,-25.84,2025-06-23 05:01:27
17
+ 130,jusrot-kihi68,3,3,0,3,0,-4.696666666666666,,-3.19,-6.47,10.463333333333333,14.22,7.26,2025-06-23 01:47:35
18
+ 133,ronwus-yusrus90,7,7,0,7,0,-14.272857142857143,,1.43,-49.83,-11.691428571428572,11.54,-49.36,2025-06-23 04:52:21
19
  137,yilo-fevo87,1,1,0,1,0,0.0,,0.0,0.0,0.0,0.0,0.0,2025-06-17 20:54:46
20
+ ALL,All Agents,204,204,0,204,0,308.4156372549019,,7042.5,-67.99,309.17147058823525,7042.5,-68.49,2025-06-23 21:58:03
optimus_apr_values.csv CHANGED
The diff for this file is too large to render. See raw diff
 
optimus_roi_values.csv CHANGED
@@ -22,6 +22,7 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
22
  -0.00010449205744944567,2025-05-19 22:51:30.269824,86,nusus-tayar25,False,ROI,,
23
  -0.00010449205744944567,2025-05-19 22:57:07.717697,86,nusus-tayar25,False,ROI,,
24
  -0.0011357601313007892,2025-05-23 19:05:51.628406,86,nusus-tayar25,False,ROI,,
 
25
  -0.0016374352988718366,2025-05-27 05:42:54.798079,86,nusus-tayar25,False,ROI,,
26
  -0.8666050938279419,2025-06-04 21:48:07.115718,86,nusus-tayar25,False,ROI,,
27
  -0.8666050938279419,2025-06-04 21:52:00.578098,86,nusus-tayar25,False,ROI,,
@@ -34,6 +35,9 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
34
  -0.20964670158400078,2025-06-03 19:28:54.348419,102,kelrus-muha52,False,ROI,,
35
  -0.6044365419107054,2025-06-04 12:35:13.593971,102,kelrus-muha52,False,ROI,,
36
  -0.6040367838477997,2025-06-04 14:25:41.343980,102,kelrus-muha52,False,ROI,,
 
 
 
37
  -0.5407000717190478,2025-06-06 13:40:55.755362,111,furtek-gilje55,False,ROI,,
38
  -0.5407000717190478,2025-06-06 14:42:37.722147,111,furtek-gilje55,False,ROI,,
39
  -0.7884286963057436,2025-06-10 22:35:07.125343,111,furtek-gilje55,False,ROI,,
@@ -44,6 +48,8 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
44
  -0.36854758417016864,2025-06-05 20:46:51.369656,112,vuzus-fazi89,False,ROI,,
45
  -0.7496728527619763,2025-06-08 02:03:32.248014,112,vuzus-fazi89,False,ROI,,
46
  -0.014731497524683168,2025-06-19 15:34:45.616706,112,vuzus-fazi89,False,ROI,,
 
 
47
  -0.5456503958801932,2025-06-06 06:06:41.681577,115,yenot-zoncen49,False,ROI,,
48
  -0.5456503958801932,2025-06-06 08:19:44.944148,115,yenot-zoncen49,False,ROI,,
49
  -0.5456503958801932,2025-06-06 09:23:09.755892,115,yenot-zoncen49,False,ROI,,
@@ -70,6 +76,10 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
70
  -0.9713222308063645,2025-06-17 02:16:08.931664,115,yenot-zoncen49,False,ROI,,
71
  -0.9778909193887282,2025-06-18 02:16:08.125875,115,yenot-zoncen49,False,ROI,,
72
  -0.982009757827749,2025-06-19 02:17:58.619626,115,yenot-zoncen49,False,ROI,,
 
 
 
 
73
  -0.5419683668321018,2025-06-06 11:29:18.913469,116,honji-hahi60,False,ROI,,
74
  -0.5419683668321018,2025-06-06 12:31:08.139923,116,honji-hahi60,False,ROI,,
75
  -0.6918271067123792,2025-06-06 22:15:03.771384,116,honji-hahi60,False,ROI,,
@@ -108,6 +118,8 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
108
  -0.9515049258814656,2025-06-16 13:54:43.588418,116,honji-hahi60,False,ROI,,
109
  -0.9599816697433252,2025-06-18 03:40:06.462972,116,honji-hahi60,False,ROI,,
110
  -0.97034511999367,2025-06-19 16:05:48.686587,116,honji-hahi60,False,ROI,,
 
 
111
  -0.539434826138091,2025-06-07 12:07:37.903080,117,furye-himkon89,False,ROI,,
112
  -0.8457106839760286,2025-06-08 14:06:51.667566,117,furye-himkon89,False,ROI,,
113
  -0.9230692071887114,2025-06-09 18:36:45.190353,117,furye-himkon89,False,ROI,,
@@ -120,6 +132,9 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
120
  -0.9716427293842737,2025-06-17 04:52:36.207967,117,furye-himkon89,False,ROI,,
121
  -0.9742006075794644,2025-06-18 15:02:37.080985,117,furye-himkon89,False,ROI,,
122
  -0.977337133185629,2025-06-19 16:24:38.211294,117,furye-himkon89,False,ROI,,
 
 
 
123
  -0.522856603000806,2025-06-07 16:03:45.373863,118,lonwus-patu86,False,ROI,,
124
  -0.522856603000806,2025-06-07 17:07:58.993795,118,lonwus-patu86,False,ROI,,
125
  -0.522856603000806,2025-06-07 14:59:15.300909,118,lonwus-patu86,False,ROI,,
@@ -132,6 +147,9 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
132
  -0.6808073824663021,2025-06-08 21:24:29.536035,118,lonwus-patu86,False,ROI,,
133
  -0.8205651694178833,2025-06-11 13:51:16.740004,118,lonwus-patu86,False,ROI,,
134
  -0.9982869245880929,2025-06-17 15:11:09.841348,118,lonwus-patu86,False,ROI,,
 
 
 
135
  -0.5209472494164171,2025-06-06 21:16:18.171681,119,lonlim-zapgi60,False,ROI,,
136
  -0.8806121461884667,2025-06-07 21:20:52.452249,119,lonlim-zapgi60,False,ROI,,
137
  -0.9494425475236697,2025-06-08 21:24:43.897906,119,lonlim-zapgi60,False,ROI,,
@@ -144,13 +162,20 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
144
  -0.9849422037402333,2025-06-17 20:46:59.724500,119,lonlim-zapgi60,False,ROI,,
145
  -0.9855817503695301,2025-06-18 20:50:26.458030,119,lonlim-zapgi60,False,ROI,,
146
  -0.9883132405747813,2025-06-19 20:51:17.141292,119,lonlim-zapgi60,False,ROI,,
 
 
 
147
  -0.04228785271807323,2025-06-06 21:35:10.663781,120,joyus-goson39,False,ROI,,
148
  -0.7433267707945117,2025-06-08 17:03:45.278780,120,joyus-goson39,False,ROI,,
149
  -0.93143110654765,2025-06-08 22:12:15.454361,120,joyus-goson39,False,ROI,,
150
  -0.9954715886959313,2025-06-13 21:09:43.972117,120,joyus-goson39,False,ROI,,
151
  -0.9958974311434143,2025-06-14 21:11:33.782224,120,joyus-goson39,False,ROI,,
 
 
152
  -0.0420238942074701,2025-06-06 21:50:52.233090,121,cilwar-rimlu27,False,ROI,,
153
  0.01879867083628395,2025-06-20 03:05:47.518474,121,cilwar-rimlu27,False,ROI,,
 
 
154
  -0.051812127318122125,2025-06-07 20:35:53.079934,122,tevi-kulo15,False,ROI,,
155
  -0.6001593353781343,2025-06-08 22:11:03.101491,122,tevi-kulo15,False,ROI,,
156
  -0.8147388067528492,2025-06-10 18:57:11.357853,122,tevi-kulo15,False,ROI,,
@@ -162,6 +187,8 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
162
  -0.9533549366113704,2025-06-17 01:17:35.998975,122,tevi-kulo15,False,ROI,,
163
  -0.9633153682213211,2025-06-19 09:26:06.735546,122,tevi-kulo15,False,ROI,,
164
  0.005390441184374817,2025-06-20 10:10:14.301890,122,tevi-kulo15,False,ROI,,
 
 
165
  -0.4199199156585539,2025-06-09 00:31:18.357811,123,cordron-yelku44,False,ROI,,
166
  -0.9919527478045069,2025-06-10 02:17:21.916446,123,cordron-yelku44,False,ROI,,
167
  -0.9944496956447029,2025-06-11 08:14:14.656064,123,cordron-yelku44,False,ROI,,
@@ -171,6 +198,7 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
171
  -0.9987154850133823,2025-06-16 01:13:39.374306,123,cordron-yelku44,False,ROI,,
172
  -0.9988179875590102,2025-06-17 01:18:21.000045,123,cordron-yelku44,False,ROI,,
173
  -0.9989609293661683,2025-06-19 02:57:28.768791,123,cordron-yelku44,False,ROI,,
 
174
  -0.05187871471805383,2025-06-09 18:32:36.558142,126,tonvel-beeprel23,False,ROI,,
175
  -0.8359260807052761,2025-06-10 18:35:49.668890,126,tonvel-beeprel23,False,ROI,,
176
  -0.9158714676998039,2025-06-11 18:38:07.704650,126,tonvel-beeprel23,False,ROI,,
@@ -179,6 +207,8 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
179
  -0.30065333189217425,2025-06-18 14:06:40.798020,126,tonvel-beeprel23,False,ROI,,
180
  -0.30060366476928124,2025-06-19 14:38:05.661995,126,tonvel-beeprel23,False,ROI,,
181
  -0.999997538441209,2025-06-19 15:03:50.078517,126,tonvel-beeprel23,False,ROI,,
 
 
182
  -0.04820460539724125,2025-06-09 22:20:14.827769,127,lunel-luwus85,False,ROI,,
183
  -0.8982926246499542,2025-06-10 11:46:19.456686,127,lunel-luwus85,False,ROI,,
184
  -0.9902463093068504,2025-06-11 11:52:17.821684,127,lunel-luwus85,False,ROI,,
@@ -189,6 +219,9 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
189
  -0.9991130426143372,2025-06-16 21:00:02.716458,127,lunel-luwus85,False,ROI,,
190
  -0.999270721742668,2025-06-18 00:37:19.407906,127,lunel-luwus85,False,ROI,,
191
  -0.9993403476016253,2025-06-19 15:19:20.323617,127,lunel-luwus85,False,ROI,,
 
 
 
192
  -0.06059521614727914,2025-06-10 09:06:37.010122,128,kozu-hanfil63,False,ROI,,
193
  -0.7876204161976992,2025-06-10 09:29:20.119072,128,kozu-hanfil63,False,ROI,,
194
  -0.9581645051657031,2025-06-11 12:58:00.236662,128,kozu-hanfil63,False,ROI,,
@@ -197,371 +230,399 @@ roi,timestamp,agent_id,agent_name,is_dummy,metric_type,apr,adjusted_apr
197
  -0.9933352211205551,2025-06-17 14:59:52.085823,128,kozu-hanfil63,False,ROI,,
198
  -0.994364719281139,2025-06-18 15:08:39.958257,128,kozu-hanfil63,False,ROI,,
199
  -0.9949153984775544,2025-06-19 15:22:32.279496,128,kozu-hanfil63,False,ROI,,
 
 
 
200
  -0.34321922885432343,2025-06-18 13:33:06.289943,130,jusrot-kihi68,False,ROI,,
 
 
201
  8.485384550471764e-05,2025-06-15 21:22:42.073588,133,ronwus-yusrus90,False,ROI,,
202
  -0.9166669310235978,2025-06-16 21:26:14.464595,133,ronwus-yusrus90,False,ROI,,
203
  -0.9583292559289407,2025-06-19 05:04:33.644120,133,ronwus-yusrus90,False,ROI,,
204
  -0.4980457577049915,2025-06-20 08:47:58.517715,133,ronwus-yusrus90,False,ROI,,
205
  6.784879791932319e-05,2025-06-20 07:11:33.705703,133,ronwus-yusrus90,False,ROI,,
 
 
206
  9.227003978495851e-05,2025-06-17 20:54:46.322615,137,yilo-fevo87,False,ROI,,
207
- -0.005,2025-06-20 10:20:14.301890,86,nusus-tayar25,True,ROI,,
208
- -0.003095394312585201,2025-06-20 10:30:14.301890,86,nusus-tayar25,True,ROI,,
209
- -0.0009722839255184339,2025-06-20 10:40:14.301890,86,nusus-tayar25,True,ROI,,
210
- 0.0,2025-06-20 10:50:14.301890,86,nusus-tayar25,True,ROI,,
211
- -0.0011769990900325714,2025-06-20 11:00:14.301890,86,nusus-tayar25,True,ROI,,
212
- -0.002083422606520618,2025-06-20 11:10:14.301890,86,nusus-tayar25,True,ROI,,
213
- -0.003263648110146501,2025-06-20 11:20:14.301890,86,nusus-tayar25,True,ROI,,
214
- -0.0036446904760372694,2025-06-20 11:30:14.301890,86,nusus-tayar25,True,ROI,,
215
- -0.0038090989737087117,2025-06-20 11:40:14.301890,86,nusus-tayar25,True,ROI,,
216
- -0.004150455826009016,2025-06-20 11:50:14.301890,86,nusus-tayar25,True,ROI,,
217
- -0.005611463771216045,2025-06-20 12:00:14.301890,86,nusus-tayar25,True,ROI,,
218
- -0.006953325945482669,2025-06-20 12:10:14.301890,86,nusus-tayar25,True,ROI,,
219
- -0.007864118911117818,2025-06-20 12:20:14.301890,86,nusus-tayar25,True,ROI,,
220
- -0.008728451405378188,2025-06-20 12:30:14.301890,86,nusus-tayar25,True,ROI,,
221
- -0.009200306232519773,2025-06-20 12:40:14.301890,86,nusus-tayar25,True,ROI,,
222
- -0.01,2025-06-20 12:50:14.301890,86,nusus-tayar25,True,ROI,,
223
- -0.009756016013625898,2025-06-20 13:00:14.301890,86,nusus-tayar25,True,ROI,,
224
- -0.01,2025-06-20 13:10:14.301890,86,nusus-tayar25,True,ROI,,
225
- -0.01,2025-06-20 13:20:14.301890,86,nusus-tayar25,True,ROI,,
226
- -0.005,2025-06-20 10:20:14.301890,102,kelrus-muha52,True,ROI,,
227
- -0.0046743029510859764,2025-06-20 10:30:14.301890,102,kelrus-muha52,True,ROI,,
228
- -0.004661384753210022,2025-06-20 10:40:14.301890,102,kelrus-muha52,True,ROI,,
229
- -0.0042093794262334835,2025-06-20 10:50:14.301890,102,kelrus-muha52,True,ROI,,
230
- -0.002330504984550289,2025-06-20 11:00:14.301890,102,kelrus-muha52,True,ROI,,
231
- -0.0013202781505243747,2025-06-20 11:10:14.301890,102,kelrus-muha52,True,ROI,,
232
- -0.00014686688241815975,2025-06-20 11:20:14.301890,102,kelrus-muha52,True,ROI,,
233
- -0.001373256624067292,2025-06-20 11:30:14.301890,102,kelrus-muha52,True,ROI,,
234
- -0.0019416321799761334,2025-06-20 11:40:14.301890,102,kelrus-muha52,True,ROI,,
235
- -0.0029747081028414046,2025-06-20 11:50:14.301890,102,kelrus-muha52,True,ROI,,
236
- -0.004094914981998999,2025-06-20 12:00:14.301890,102,kelrus-muha52,True,ROI,,
237
- -0.005501687558868696,2025-06-20 12:10:14.301890,102,kelrus-muha52,True,ROI,,
238
- -0.007030921971761722,2025-06-20 12:20:14.301890,102,kelrus-muha52,True,ROI,,
239
- -0.008120329352964872,2025-06-20 12:30:14.301890,102,kelrus-muha52,True,ROI,,
240
- -0.008740652319239265,2025-06-20 12:40:14.301890,102,kelrus-muha52,True,ROI,,
241
- -0.0097784368887874,2025-06-20 12:50:14.301890,102,kelrus-muha52,True,ROI,,
242
- -0.01,2025-06-20 13:00:14.301890,102,kelrus-muha52,True,ROI,,
243
- -0.01,2025-06-20 13:10:14.301890,102,kelrus-muha52,True,ROI,,
244
- -0.009579606360375885,2025-06-20 13:20:14.301890,102,kelrus-muha52,True,ROI,,
245
- -0.005,2025-06-20 10:20:14.301890,111,furtek-gilje55,True,ROI,,
246
- -0.005578509591357902,2025-06-20 10:30:14.301890,111,furtek-gilje55,True,ROI,,
247
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248
- -0.007075893285233612,2025-06-20 10:50:14.301890,111,furtek-gilje55,True,ROI,,
249
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250
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251
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252
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253
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254
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255
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256
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257
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258
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259
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260
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261
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262
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263
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264
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265
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266
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267
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268
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269
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270
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271
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272
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273
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274
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275
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276
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278
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279
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280
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281
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282
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283
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284
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285
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286
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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335
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341
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345
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350
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351
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352
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353
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359
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360
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361
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362
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363
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364
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365
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366
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367
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368
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369
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371
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372
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373
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374
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375
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376
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486
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487
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488
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489
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490
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491
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492
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493
- -0.0035514833306652407,2025-06-20 10:30:14.301890,128,kozu-hanfil63,True,ROI,,
494
- -0.002255352600610551,2025-06-20 10:40:14.301890,128,kozu-hanfil63,True,ROI,,
495
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496
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497
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498
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499
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500
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501
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502
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503
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504
- -0.01,2025-06-20 12:20:14.301890,128,kozu-hanfil63,True,ROI,,
505
- -0.007136222866562821,2025-06-20 12:30:14.301890,128,kozu-hanfil63,True,ROI,,
506
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507
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508
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509
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510
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511
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512
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513
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514
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515
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516
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517
- -0.01,2025-06-20 11:20:14.301890,130,jusrot-kihi68,True,ROI,,
518
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519
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520
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521
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523
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524
- -0.006585298135115132,2025-06-20 12:30:14.301890,130,jusrot-kihi68,True,ROI,,
525
- -0.005545767298373276,2025-06-20 12:40:14.301890,130,jusrot-kihi68,True,ROI,,
526
- -0.004200865578532736,2025-06-20 12:50:14.301890,130,jusrot-kihi68,True,ROI,,
527
- -0.0037668625261749,2025-06-20 13:00:14.301890,130,jusrot-kihi68,True,ROI,,
528
- -0.004020434819366885,2025-06-20 13:10:14.301890,130,jusrot-kihi68,True,ROI,,
529
- -0.004342210163121544,2025-06-20 13:20:14.301890,130,jusrot-kihi68,True,ROI,,
530
- -0.005,2025-06-20 10:20:14.301890,133,ronwus-yusrus90,True,ROI,,
531
- -0.005715298399171518,2025-06-20 10:30:14.301890,133,ronwus-yusrus90,True,ROI,,
532
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533
- -0.007151676275762483,2025-06-20 10:50:14.301890,133,ronwus-yusrus90,True,ROI,,
534
- -0.005322656091133963,2025-06-20 11:00:14.301890,133,ronwus-yusrus90,True,ROI,,
535
- -0.0040145033861706605,2025-06-20 11:10:14.301890,133,ronwus-yusrus90,True,ROI,,
536
- -0.0023735294495047916,2025-06-20 11:20:14.301890,133,ronwus-yusrus90,True,ROI,,
537
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538
- -0.0016465358454658867,2025-06-20 11:40:14.301890,133,ronwus-yusrus90,True,ROI,,
539
- -0.0010264975530185653,2025-06-20 11:50:14.301890,133,ronwus-yusrus90,True,ROI,,
540
- -0.0038898455363111247,2025-06-20 12:00:14.301890,133,ronwus-yusrus90,True,ROI,,
541
- -0.007303586957045703,2025-06-20 12:10:14.301890,133,ronwus-yusrus90,True,ROI,,
542
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543
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544
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545
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546
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547
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548
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549
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550
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551
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552
- -0.005401597132086426,2025-06-20 10:50:14.301890,137,yilo-fevo87,True,ROI,,
553
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554
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555
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556
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557
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558
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559
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560
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561
- 0.0,2025-06-20 12:20:14.301890,137,yilo-fevo87,True,ROI,,
562
- -0.002777454839099755,2025-06-20 12:30:14.301890,137,yilo-fevo87,True,ROI,,
563
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564
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565
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566
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567
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22
  -0.00010449205744944567,2025-05-19 22:51:30.269824,86,nusus-tayar25,False,ROI,,
23
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24
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25
+ 75040979.86531015,2025-05-26 09:40:01.795832,86,nusus-tayar25,False,ROI,,
26
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27
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28
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35
  -0.20964670158400078,2025-06-03 19:28:54.348419,102,kelrus-muha52,False,ROI,,
36
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37
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38
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39
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42
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43
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48
  -0.36854758417016864,2025-06-05 20:46:51.369656,112,vuzus-fazi89,False,ROI,,
49
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50
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51
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76
  -0.9713222308063645,2025-06-17 02:16:08.931664,115,yenot-zoncen49,False,ROI,,
77
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83
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84
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85
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118
  -0.9515049258814656,2025-06-16 13:54:43.588418,116,honji-hahi60,False,ROI,,
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120
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121
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123
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124
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125
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132
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133
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134
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137
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138
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147
  -0.6808073824663021,2025-06-08 21:24:29.536035,118,lonwus-patu86,False,ROI,,
148
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149
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150
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155
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162
  -0.9849422037402333,2025-06-17 20:46:59.724500,119,lonlim-zapgi60,False,ROI,,
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187
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198
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199
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200
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201
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202
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203
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204
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207
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208
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209
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210
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211
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212
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213
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214
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219
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220
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221
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222
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223
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224
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225
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226
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227
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230
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231
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232
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233
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234
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235
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236
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237
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238
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239
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240
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241
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242
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243
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244
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245
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246
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247
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249
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250
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251
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252
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253
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254
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255
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256
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257
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259
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260
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261
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262
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266
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