step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
239
CASH_OUT
336,495.34
C1948712791
648,972.61
866,211.53
C968004845
2,110,563.86
256,078.9
0
0
267
PAYMENT
18,832.62
C981664587
1,298.74
267,173.45
M1728625278
268,397.88
0
0
0
75
CASH_OUT
214,075.75
C638879949
353,330.95
848,270.43
C1579862569
3,236,323.1
345,224.33
0
0
250
PAYMENT
7,082.35
C8397157
70,184.54
143,867.31
M781454295
139,808.1
0
0
0
379
CASH_OUT
1,078.22
C407404178
4,596.05
734.33
M645479798
499,199.06
132.53
0
0
308
TRANSFER
55,155.97
C1793429328
2,310,426.61
1,615,133.88
C49002913
372,930.62
7.96
0
0
48
TRANSFER
7,513.91
C1411284906
5,169,826.83
5,509,613.25
M1360199224
781,489.48
295.55
0
0
82
CASH_OUT
90,382.63
C83774357
111,222.57
1,023,807.69
M1061126335
463,666.15
9,079.63
0
0
169
PAYMENT
16,680.74
C422097278
64,304.37
78,922.04
M1517210392
126,585.37
0
0
0
174
CASH_OUT
21,303.3
C623003514
8,584,802.7
15,101,091.03
C1484560516
1,303,072.61
9,386.94
0
0
348
CASH_IN
1,053.15
C381996303
3,554,807.7
5,828,869.24
C1087125
1,309,071.44
6,716.05
0
0
146
CASH_OUT
238.64
C1922785986
125,669.96
1,026,072.78
C1473093642
637,636.46
0
0
0
344
PAYMENT
66,638.38
C1447807868
321,407.83
72,456.81
M1758884097
14,894.92
0
0
0
329
CASH_OUT
25,144.86
C929201025
669,728.45
877,965.66
M534876641
562,224.51
0.14
0
0
476
CASH_OUT
159,104.16
C1105388599
43,194.47
4,365,584.26
M1028066100
5,016,584.17
2,064,957.72
0
0
278
CASH_OUT
430,103.93
C167378701
0.5
12,584.92
C369139662
5,068,165.11
2,416,299.07
0
0
341
TRANSFER
4,959.57
C1447777062
67,970.8
831,113.08
C1958506212
80,503.77
0
0
0
170
CASH_OUT
11,800.16
C1063949055
2,101,799.38
3,874,740.91
M1267220859
1,090,653.64
37,812.55
0
0
128
TRANSFER
180,537.2
C493472864
11,923.58
35,747.55
C272925239
1,677,817.82
113,693.62
0
0
149
PAYMENT
9,487.93
C1570186744
178,654.98
94,206.44
M1106504717
529,191.06
1,026.59
0
0
421
PAYMENT
6,028.48
C1101709238
2,169,067.3
130,893.7
M1963080636
4,359.61
0
0
0
160
CASH_OUT
111,105.07
C1662082367
492,016.93
746,173.1
C213578591
6,052,707.19
4,830,737.63
0
0
20
CASH_OUT
175,006.39
C1990342884
737,130.22
1,193,023.66
M1109415482
2,164,931.43
0.01
0
0
518
CASH_OUT
631,279.13
C133340420
1,067,252.12
4,729.3
C66271537
3,054,436.64
2,164,158.69
0
0
249
CASH_IN
513,930.1
C573208708
10,474.39
47,990.79
C1618537729
8,528,983.09
28,750,240.17
0
0
202
PAYMENT
261,145.72
C262494276
67,299.62
1,851.28
C2111458234
405,495.95
13.47
0
0
174
PAYMENT
256,649.03
C561370774
280,855.45
136,804.97
C464674491
1,216,923.41
10,568.03
0
0
405
TRANSFER
45,036.03
C1480332607
727,868.42
5,641.64
M1802719851
1,069,369.06
269,221.86
0
0
349
PAYMENT
1,907.44
C2120235804
652,154.84
2,668,113.71
M1048230061
6,344,253.31
812,772.21
0
0
61
PAYMENT
26.19
C1754218684
10,193.25
86,924.42
M958043490
98,459.99
0
0
0
6
CASH_IN
36,699.81
C57172873
8,234,900.76
7,932,472.56
C1786466588
4,984.51
0
0
0
88
CASH_IN
722,405.72
C875250790
39,644.06
501,787.18
C2099364472
3,518,929.86
478,152.71
0
0
234
CASH_OUT
29,337.19
C138579307
1,287,955.99
2,357,502.29
C1965011962
491,560.65
0.12
0
0
445
CASH_OUT
392,781.34
C598566070
18,994.3
22,683.47
C790918770
899,687.67
504.44
0
0
56
TRANSFER
151,181.07
C946873039
178,940.69
336,117.21
M1432968975
784,421.58
22,172.33
0
0
98
CASH_OUT
279,038.12
C657742114
223,089.3
319,958.9
C104170118
3,051,270.87
3,419,984.05
0
0
464
PAYMENT
3,904.62
C556199340
1,252.05
8.25
M672226170
240,528.08
278.36
0
0
633
CASH_OUT
99,019.29
C962984623
7,203.05
824.71
C1640672294
2,139,350.67
17,701.93
0
0
115
PAYMENT
460.2
C1353803363
692,932.21
4,521,797.34
M1905933257
91,784.66
0
0
0
255
CASH_OUT
477,731.46
C52996777
35,143.81
195,147.8
C714437965
2,160,262.89
412,384.01
0
0
95
PAYMENT
133,348.82
C489517980
1,702.74
2,249,996.74
C429115940
331,372.82
0
0
0
337
CASH_OUT
1,287.9
C678066785
1,106,056.35
11,212,264.6
M1083076014
24,623.27
0
0
0
389
PAYMENT
225,070.28
C227412481
559,077.08
193,169.1
M1358645560
362,208.94
160.67
0
0
19
PAYMENT
50,363.5
C1079934948
2,854,522.24
3,625,863.49
C1910697389
613.9
0
0
0
43
CASH_OUT
242,017.3
C1214028783
356,045.98
203,239.82
C1690006071
7,680,320.74
5,504,622.89
0
0
217
CASH_OUT
308,109.63
C1145803282
85,679.67
146,259.85
C411341760
3,739,123.57
289,016.06
0
0
63
PAYMENT
26,368.98
C1477461698
105,761.81
470,697.79
M490397631
1,119,224.6
7.91
0
0
484
CASH_OUT
110,873.12
C1013846522
80.39
190,693.29
C1335604493
711,040.3
306.71
0
0
404
TRANSFER
151.07
C1045657943
409,936.31
4,763,046.87
M417273926
79,554.37
0.42
0
0
211
CASH_IN
261,874.54
C286952004
54,467.73
204,841.18
C551708484
9,135,440.95
18,424,753.57
0
0
182
PAYMENT
319,828.89
C324266877
1,269,022.46
152,947.23
C2070674872
212,372.61
2
0
0
43
PAYMENT
34.07
C1467289943
385,788.16
303,627.23
C1991409601
759,179.68
0.14
0
0
197
CASH_OUT
255,374.3
C700852511
293,221.01
1,826,352.12
C1016860885
1,566,656.62
23,911.46
0
0
126
CASH_OUT
186,703.02
C2025722471
51,409.24
27,921.05
M170406330
2,446,154.39
279,272.91
0
0
187
PAYMENT
67,170.72
C1898780146
23,062.96
16,807.15
C2126312192
1,244,911.41
0.84
0
0
174
CASH_OUT
20,072.4
C1399205104
645,228.61
6,077,549.63
C1382520845
2,766,724.99
215,797.36
0
0
113
CASH_IN
643,419.91
C1001396041
2,305,128.26
33,459.23
M939485340
5,012,139.89
5,265,138.41
0
0
386
CASH_OUT
66,115.81
C507322968
1,212,770.9
291,482.43
C850766604
499,632.92
3.76
0
0
247
CASH_IN
174,492.97
C984957919
2,936,827.19
5,180,958.79
C1455866349
961,521.17
2,362.6
0
0
109
CASH_OUT
322,429.34
C868793682
61.53
39.27
C580253253
1,813,350.63
1,159,277.7
0
0
231
PAYMENT
6,276.16
C265805429
3,225.96
80.33
M570199472
858.75
0
0
0
320
PAYMENT
264,996.29
C1274450673
1.93
184.42
C592613022
586,926.34
9.26
0
0
140
CASH_IN
85,824.86
C1848272002
408,140.52
660,685
C212396419
9,152,029.66
21,258,694.77
0
0
324
PAYMENT
141,977.59
C1060410716
82,036.21
897,579.3
M626159425
761,286.29
4.11
0
0
129
CASH_OUT
634,178.37
C167716744
161.71
7,742.63
C1453112071
2,888,250.56
36,259.89
0
0
409
CASH_OUT
43,315.69
C1208345823
2,634,050.78
2,141,430.4
M1431032749
1,231,568.55
37.69
0
0
304
PAYMENT
17,173.59
C121091639
588,741.18
3,294,358.22
M747050116
230,035.03
3.73
0
0
208
PAYMENT
209.23
C553975032
54.91
31,742.73
M2040702365
13,614.28
0
0
0
295
CASH_IN
363,329.28
C1576534782
3,157,306.03
1,180,706.84
M1436605831
2,485,178.44
58,821.91
0
0
307
CASH_OUT
402,782.87
C1651419080
16,937.29
93,521.63
M566706290
4,108,266
180,938.73
0
0
57
PAYMENT
1,738.56
C962087403
941,885.42
6,613,313.03
C2055447671
341,893.12
20.92
0
0
52
CASH_OUT
6,360.87
C42442213
1,532,128.28
2,703,094.79
C488624810
1,137,873.59
8,937.36
0
0
120
TRANSFER
6,179.3
C161985763
176,558.63
1,514,400.17
M1242298723
512,347.08
0
0
0
159
CASH_OUT
19,091.37
C1225188213
344,218.41
7,469,910.25
C447587866
336,997.17
0.14
0
0
132
TRANSFER
42,548.07
C2139728164
1,586,353.99
1,500,796.34
C1984590045
325,855.77
0
0
0
400
PAYMENT
48,864.32
C712677503
700,311.32
348,046.58
C229021471
107,564.22
0
0
0
120
CASH_OUT
564,340.99
C24899544
3,159,140.6
2,158,697.83
C128686421
4,143,193.87
1,771,802.58
0
0
131
PAYMENT
83,429.3
C1174987317
4,115,324.94
3,178,685.95
C1372285843
151,004.79
0
0
0
467
PAYMENT
49.4
C2117427368
12,013.24
2,934,521.69
M743058111
144,271.1
0
0
0
266
PAYMENT
773.62
C1549878766
19.29
62,050.74
C361022312
1,882,427.29
47,500.3
0
0
67
PAYMENT
71,814.29
C315099179
1,208.38
20.34
C527262251
18,031.84
0.05
0
0
168
PAYMENT
4.77
C266747202
25,622.5
1,391,210.05
C30185134
35,988.26
0
0
0
86
CASH_OUT
334,932.61
C290223190
341,591.01
5,985,811.46
C1747724551
3,194,410.17
478,117.57
0
0
23
CASH_OUT
3,402.97
C162729833
4,713,900.87
10,229,653.75
C1613003979
177,561.28
2.61
0
0
65
PAYMENT
1,474.62
C1961148252
1,212,007.47
5,159,260.95
C1452086283
19,518.31
0
0
0
422
CASH_OUT
90,112.73
C1627555224
495,655.92
944,054.22
C808204921
541,742.37
2,587.61
0
0
55
PAYMENT
341,165.39
C2047041515
76.82
46.18
C1750496829
145,184.07
1.49
0
0
34
PAYMENT
7,622.25
C292093854
2,088,241.12
6,809,423.45
M474293157
38,110.6
0
0
0
58
PAYMENT
8,166.14
C74132986
91,175.24
17,376.67
C879842
565,383.15
351.55
0
0
78
CASH_IN
1,287.12
C740372089
117.73
1,392,128.15
C288701747
3,059,424.94
24,889.75
0
0
126
CASH_IN
242,298.27
C859958572
5,173,374.4
5,270,884.47
M1028312384
2,707,896.28
255,661.52
0
0
525
CASH_OUT
201,478.03
C108152638
90.71
19,725.06
M509866972
2,696,150.49
26,402.79
0
0
194
CASH_IN
35,776.82
C355167145
2,436,418.28
2,169,381.91
M1355296013
755,157.07
39.32
0
0
66
PAYMENT
72,241.06
C249967193
77.39
0.91
C1500405798
679,362.25
331.01
0
0
94
PAYMENT
1,980.36
C466562155
68,895
233,070.25
M127530570
35,045.99
0
0
0
130
CASH_IN
543,833.06
C662216974
2,286.7
55,688.36
C1309162730
2,042,485.62
604,338.99
0
0
151
CASH_OUT
276,803.97
C2135379305
1,420,182.91
1,452,171.59
C586975002
1,003,858.37
8,061.02
0
0
74
CASH_IN
314,840.51
C491499800
24,665.23
163,037.3
C307841806
6,970,668.36
3,927,444.92
0
0
205
PAYMENT
0.85
C891983962
63.81
1,181,435.9
M687072107
67.55
0
0
0
56
CASH_OUT
538,836.18
C490314635
243.22
85.13
C1090956767
5,136,122.85
8,458,712.34
0
0