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credit-score-logs

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timestamp
string
latency_ms
float64
EXT_SOURCE_1
float64
EXT_SOURCE_2
float64
EXT_SOURCE_3
float64
AMT_CREDIT
float64
AMT_ANNUITY
float64
DAYS_EMPLOYED
float64
AMT_GOODS_PRICE
float64
DAYS_BIRTH
float64
DAYS_LAST_PHONE_CHANGE
float64
AMT_INCOME_TOTAL
float64
prediction
int64
probability_default
float64
risk_label
string
2026-03-16T11:12:07.657832+00:00
20.46
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:08.068652+00:00
3.67
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:08.521476+00:00
4.78
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:08.866808+00:00
3.03
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:09.214757+00:00
3.95
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:09.468226+00:00
3.59
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:09.713391+00:00
3.36
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:10.008393+00:00
3.74
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:10.222099+00:00
3.95
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:10.491398+00:00
3.95
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:10.908378+00:00
4.67
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:11.276023+00:00
3.3
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:11.541131+00:00
3.15
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:11.879798+00:00
3.19
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:12.107418+00:00
3.47
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:12.302470+00:00
5.29
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:12.524444+00:00
3.31
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:12.747326+00:00
3.25
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:12.955869+00:00
3.08
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:13.192853+00:00
9.57
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:13.427846+00:00
3.03
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:13.665117+00:00
5.02
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:13.907308+00:00
5.8
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:14.148893+00:00
7.64
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:14.392788+00:00
10.59
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:14.661703+00:00
7.98
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:14.882729+00:00
7.7
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:15.136346+00:00
5.74
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:15.358957+00:00
6.96
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T11:12:15.585960+00:00
8.64
0.6
0.7
0.5
120,000
6,000
-1,200
100,000
-16,000
-50
60,000
0
0.0322
Très faible risque
2026-03-16T14:45:23.554980+00:00
250.79
0.5
0.5
0.5
100,000
5,000
-1,000
80,000
-15,000
-100
50,000
0
0.0423
Très faible risque
2026-03-16T15:43:20.278137+00:00
524.96
0.6245
0.6795
0.8046
143,086.78
23,126.77
-1,687
201,064.58
-11,698
-641
223,404.8
0
0.0115
Très faible risque
2026-03-16T15:43:20.745546+00:00
11.43
0.4805
0.5984
0.1173
126,713.51
11,200.66
-1,950
84,422.6
-13,057
-772
67,015.7
0
0.1793
Très faible risque
2026-03-16T15:43:21.311469+00:00
5.97
0.7698
0.5635
0.2151
138,711.18
20,644.94
-1,411
78,205.29
-12,873
-680
156,664.5
0
0.0977
Très faible risque
2026-03-16T15:43:21.993287+00:00
5.93
0.4597
0.5473
0.2885
242,613.91
31,580.36
-2,477
139,398.86
-19,879
-898
195,748.9
0
0.3605
Risque modéré
2026-03-16T15:43:22.494031+00:00
4.48
0.6608
0.5269
0.4398
158,568.41
13,171.82
-2,076
109,271.26
-10,829
-397
38,956.79
0
0.0634
Très faible risque
2026-03-16T15:43:23.057379+00:00
4.74
0.5986
0.4146
0.6223
130,745.89
33,248
-755
92,235.21
-14,928
-401
258,043.61
0
0.0578
Très faible risque
2026-03-16T15:43:23.546928+00:00
4.61
0.4781
0.3287
0.2608
140,717.05
31,500.21
-415
126,759.54
-10,989
-392
128,390.42
0
0.1827
Très faible risque
2026-03-16T15:43:23.991625+00:00
6.33
0.6042
0.5428
0.8129
226,901.83
4,042.04
-842
133,917.12
-14,897
-472
20,994.49
0
0.0366
Très faible risque
2026-03-16T15:43:24.465009+00:00
5.13
0.517
0.8456
0.3963
167,855.63
18,532.05
-1,901
171,193.1
-13,014
-659
221,061.39
0
0.0313
Très faible risque
2026-03-16T15:43:24.919783+00:00
5.53
0.5646
0.4096
0.4345
198,432.25
21,863.13
-2,671
143,325.41
-13,217
-498
161,233.03
0
0.0471
Très faible risque
2026-03-16T15:43:25.374782+00:00
5.31
0.3377
0.4815
0.3395
128,967.73
23,709.71
-1,177
214,878.37
-13,476
-423
174,044.33
0
0.088
Très faible risque
2026-03-16T15:43:25.807171+00:00
7.97
0.2622
0.562
0.9926
148,674.31
23,461.11
-1,259
128,437.97
-17,506
-157
240,154.64
0
0.0435
Très faible risque
2026-03-16T15:43:26.263334+00:00
6.28
0.6687
0.8306
0.2196
104,530.63
29,694.86
252
85,425.87
-15,699
-470
139,721.95
0
0.0803
Très faible risque
2026-03-16T15:43:26.737965+00:00
6.03
0.3174
0.3375
0.5947
153,428.15
17,644.61
-260
94,753.6
-14,966
-256
81,530.85
0
0.1287
Très faible risque
2026-03-16T15:43:27.238705+00:00
3.35
0.5841
0.2285
0.5369
215,357.14
27,079.06
-875
74,337.22
-17,961
-343
203,758.77
0
0.1895
Très faible risque
2026-03-16T15:43:27.714985+00:00
3.64
0.5876
0.414
0.5465
167,322.41
27,344.58
-2,071
213,959.85
-12,579
-857
232,524.29
0
0.046
Très faible risque
2026-03-16T15:43:28.259250+00:00
4.71
0.4038
0.7817
0.3359
189,354.23
32,707.01
-1,170
166,992.71
-8,310
-574
119,701.11
0
0.1028
Très faible risque
2026-03-16T15:43:28.711178+00:00
5.57
0.4166
0.5346
0.5682
109,209.49
27,213.53
-838
130,585.09
-9,639
-579
397,613.53
0
0.0249
Très faible risque
2026-03-16T15:43:29.158719+00:00
3.81
0.6439
0.3358
0.5965
107,142.12
23,212.3
-929
151,295.69
-14,218
-754
58,812.22
0
0.0239
Très faible risque
2026-03-16T15:43:29.715724+00:00
4.21
0.483
0.5928
0.2509
192,819.94
26,385.45
-1,192
90,226.42
-13,539
-483
88,562.38
0
0.1895
Très faible risque
2026-03-16T15:43:30.247246+00:00
4.22
0.6037
0.7666
0.7108
178,039.23
13,978.65
-2,250
153,176.59
-12,459
-345
488,218.52
0
0.0205
Très faible risque
2026-03-16T15:43:30.665528+00:00
16.42
0.6356
0.7408
0.6303
206,778.28
22,477.85
-893
95,222.87
-14,710
-646
186,549.93
0
0.0339
Très faible risque
2026-03-16T15:43:31.130951+00:00
4.12
0.8972
0.6873
0.1775
56,636.74
21,224.55
-629
132,892.6
-17,233
-715
234,367.82
0
0.0093
Très faible risque
2026-03-16T15:43:31.574015+00:00
4.13
0.4404
0.5591
0.3697
160,822.93
42,151.55
-993
38,868.58
-13,441
-699
248,194.67
0
0.1341
Très faible risque
2026-03-16T15:43:32.045728+00:00
3.26
0.4311
0.651
0.6732
144,263.18
15,397.63
-1,768
108,627.46
-15,960
30
212,398.54
0
0.0235
Très faible risque
2026-03-16T15:43:32.534813+00:00
4.78
0.3609
0.9744
0.7065
195,893.1
12,845.04
-1,887
187,011
-16,123
-367
241,970.72
0
0.0149
Très faible risque
2026-03-16T15:43:32.996772+00:00
4.03
0.411
0
0.2951
147,023.73
22,979.45
-2,498
203,458.51
-18,290
-632
190,459.25
0
0.3617
Risque modéré
2026-03-16T15:43:33.459519+00:00
4.03
0.7662
0.7826
0.502
78,206.89
17,147.93
-1,130
138,957.69
-15,801
-479
149,174.91
0
0.0145
Très faible risque
2026-03-16T15:43:33.922334+00:00
4.23
0.567
0.8672
0.2524
183,106.53
42,064.27
-3,062
123,169.67
-12,235
-416
130,184.04
0
0.0998
Très faible risque
2026-03-16T15:43:35.993099+00:00
7.45
0.5188
0.4321
0.6699
125,349.95
27,856.12
-2,054
170,481.99
-13,078
-256
230,370.31
0
0.0348
Très faible risque
2026-03-16T15:43:36.430536+00:00
5.45
0.4257
0.6995
0.6221
121,990.95
24,832.79
-1,406
187,494.92
-15,775
-336
163,824.59
0
0.0226
Très faible risque
2026-03-16T15:43:36.855840+00:00
3.16
0.5173
0.7151
0.6627
204,938.84
35,443.83
-1,483
160,687.88
-14,931
-403
169,588.56
0
0.0378
Très faible risque
2026-03-16T15:43:37.351420+00:00
3.01
0.5645
0.3864
0.9185
179,757.85
16,951.86
-2,471
182,114.99
-11,625
-313
230,267.64
0
0.0506
Très faible risque
2026-03-16T15:43:37.813707+00:00
3.21
0.5482
0.5652
0.3646
105,137.28
32,800.96
-1,618
92,852.63
-14,964
-376
134,902.04
0
0.0667
Très faible risque
2026-03-16T15:43:38.265423+00:00
2.93
0.4267
0.599
0.3986
162,184.36
21,231.69
-1,314
64,836.2
-18,222
-716
162,924.23
0
0.1307
Très faible risque
2026-03-16T15:43:38.810491+00:00
3.04
0.5966
0.7215
0.468
223,767.81
24,847.87
-2,302
129,166.91
-14,866
-403
113,821.52
0
0.047
Très faible risque
2026-03-16T15:43:39.257712+00:00
3.03
0.6279
0.5282
0.5803
226,636.95
30,521.15
-1,821
140,084.16
-13,962
-471
118,159.22
0
0.0809
Très faible risque
2026-03-16T15:43:39.703883+00:00
2.74
0.5537
0.8402
0.6919
174,899.91
42,225.46
-2,114
169,254.43
-13,450
157
115,336.14
0
0.0289
Très faible risque
2026-03-16T15:43:40.165693+00:00
2.89
0.424
0.1252
0.3948
120,030.37
18,926.94
-1,380
145,379.02
-8,371
-215
133,847.71
0
0.0934
Très faible risque
2026-03-16T15:43:40.596053+00:00
3.21
0.4152
0.286
0.8663
174,595.96
34,435.52
-1,875
52,908.95
-9,938
-534
279,025.3
0
0.1108
Très faible risque
2026-03-16T15:43:41.011598+00:00
3.38
0.3108
0.551
0.5094
120,031.25
21,399.48
-1,002
81,957.08
-14,427
-464
221,155.11
0
0.0668
Très faible risque
2026-03-16T15:43:41.441845+00:00
3.37
0.6567
0.2432
0.7555
93,767.9
27,658.51
-2,099
199,801.84
-13,653
-146
185,401.48
0
0.0225
Très faible risque
2026-03-16T15:43:41.855065+00:00
3.6
0.8591
0.5002
0.6943
237,767.04
30,163.01
-405
86,578.44
-11,942
-182
39,300.84
0
0.1331
Très faible risque
2026-03-16T15:43:42.278545+00:00
4.34
0.3725
0.4961
0.6435
48,038.39
37,018.86
-1,441
203,287.7
-18,140
-1,011
175,556.18
0
0.0466
Très faible risque
2026-03-16T15:43:42.766441+00:00
3.51
0.6076
0.1365
0.4822
148,365.26
14,564.24
-964
146,496.92
-16,820
-654
95,262.92
0
0.0629
Très faible risque
2026-03-16T15:43:43.181327+00:00
3.16
0.5406
0.3529
0.6008
197,757.12
20,757.94
-2,134
125,183.63
-17,106
-666
84,169.77
0
0.0865
Très faible risque
2026-03-16T15:43:43.628528+00:00
3.67
0.8447
0.4101
0.5428
151,763.18
24,101.38
-1,677
157,637.5
-11,727
-659
133,934.54
0
0.015
Très faible risque
2026-03-16T15:43:44.026136+00:00
3.05
0.5087
0.247
0.7734
34,903.94
38,159.74
-1,699
155,945.06
-13,066
424
269,565.99
0
0.1001
Très faible risque
2026-03-16T15:43:44.469140+00:00
4.02
0.5308
0.2287
0.5407
102,222.98
18,949.19
-2,638
100,904.22
-17,245
6
250,531.18
0
0.0705
Très faible risque
2026-03-16T15:43:44.916449+00:00
3.2
0.5488
0.5655
0.3277
223,997.21
37,184.99
-1,069
83,323.92
-14,571
-763
69,376.02
0
0.1698
Très faible risque
2026-03-16T15:43:45.330712+00:00
2.99
0.6889
0.2703
0.6126
245,470.83
19,794.86
-1,890
103,342.27
-16,592
-485
113,523.99
0
0.0764
Très faible risque
2026-03-16T15:43:45.769263+00:00
3.34
0.5906
0.5022
0.3185
147,488.09
20,385.83
-896
152,541.27
-16,933
-470
240,110.97
0
0.0763
Très faible risque
2026-03-16T15:43:46.184646+00:00
3.41
0.2996
0.4175
0.6141
177,168.01
18,893.93
-2,944
56,760.59
-13,856
-422
107,654.67
0
0.1399
Très faible risque
2026-03-16T15:43:46.656926+00:00
3.31
0.6458
0.5368
0.2578
66,924
19,785.31
-1,462
91,281.4
-15,154
-198
133,848.65
0
0.0504
Très faible risque
2026-03-16T15:43:47.096009+00:00
3.94
0.6754
0.656
0.7883
93,514.66
5,226.84
-2,138
155,968.25
-14,609
-389
131,681.19
0
0.0075
Très faible risque
2026-03-16T15:43:47.638286+00:00
5.4
0.563
0.7836
0.5509
142,216.14
27,700.82
-1,830
108,057.72
-15,298
-382
146,321.24
0
0.02
Très faible risque
2026-03-16T15:43:48.104839+00:00
4.41
0.5935
0.7242
0.4348
253,770.04
34,609.71
-1,826
38,284.4
-17,024
-1,061
151,878.92
0
0.0372
Très faible risque
2026-03-16T15:43:48.633716+00:00
3.99
0.5528
0.6154
0.4562
233,821.87
31,635.24
-3,269
140,602.66
-11,687
-944
271,500.32
0
0.0756
Très faible risque
2026-03-16T15:43:49.083718+00:00
4.45
0.6008
0.6766
0.9541
129,235.6
26,454.93
-1,301
109,328.76
-16,550
-251
111,513.29
0
0.0237
Très faible risque
2026-03-16T15:43:50.511523+00:00
3.33
0.5607
0.6458
0.5667
126,117.13
33,300.32
-1,908
117,855.63
-16,936
-633
210,184.04
0
0.0624
Très faible risque
2026-03-16T15:43:50.981101+00:00
3.31
0.4635
0.7239
0.7711
164,670.08
28,307.48
1
95,179.49
-17,734
-1,034
299,683.54
0
0.0343
Très faible risque
2026-03-16T15:43:51.409727+00:00
3.04
0.4482
0.606
0.2749
216,664.92
44,566.02
-1,397
134,922.77
-11,823
-356
197,910.72
0
0.1254
Très faible risque
2026-03-16T15:43:51.883600+00:00
3.19
0.2314
0.9264
0.7691
248,288.1
37,745.49
-1,909
85,467.78
-14,377
-483
267,535.32
0
0.0213
Très faible risque
2026-03-16T15:43:52.365812+00:00
3.12
0.0961
0.5184
0.4146
311,773.02
16,903.16
-2,824
167,042.68
-13,780
-887
76,393.7
0
0.2534
Risque modéré
2026-03-16T15:43:52.812111+00:00
3.38
0.2996
0.4981
0.1994
320,141.29
23,034.06
-1,718
8,640.1
-14,163
-569
235,696.51
0
0.2883
Risque modéré
2026-03-16T15:43:53.315366+00:00
2.94
0.6273
0.4962
0.2787
287,593.9
45,586.88
-1,453
130,626.82
-14,072
-441
168,451.17
0
0.1276
Très faible risque
2026-03-16T15:43:53.765232+00:00
5.58
0.264
0.5434
0.3913
187,188.46
19,297.23
-1,415
118,526.03
-9,488
-1,295
267,320.55
0
0.0432
Très faible risque
2026-03-16T15:43:54.249296+00:00
3.7
0.5369
0.4815
0.4257
95,596.59
13,739.91
-2,122
80,024.09
-8,743
-219
281,724.41
0
0.0271
Très faible risque
2026-03-16T15:43:54.708217+00:00
3.81
0.4583
0.4451
0.5979
152,256.89
15,222.98
-930
119,185.36
-15,124
-287
215,541.06
0
0.0384
Très faible risque
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