step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
296
CASH_IN
1,420.85
C1806102716
5,454,670.79
16,440,596.68
C339951701
216,940.28
0
0
0
26
CASH_IN
727,007.69
C1870481456
2,720.75
66,386.5
C290715209
6,874,246.75
7,466,919.09
0
0
237
CASH_IN
26,661.41
C784447196
83,159.49
1,237,021.19
C1176758350
1,780,210.44
9,378.8
0
0
206
CASH_IN
83,207.72
C1230463919
995,575.52
1,868,013.8
M762210117
6,432,770.39
7,286,951.38
0
0
450
CASH_IN
280,100.53
C720938479
12,307,189.62
10,305,905.23
C1943008167
9,434,551.33
7,342,612.57
0
0
113
CASH_OUT
14,144.57
C1253717167
10,525.04
367,863.4
M779515298
1,722,593.08
1,155.89
0
0
84
TRANSFER
43,369.39
C367965550
42,613.56
1,502,578.93
C1167844446
345,202.01
0.02
0
0
20
PAYMENT
150,312.06
C490474162
4,128.98
29,865.94
C51144678
706,410.45
354.42
0
0
443
CASH_OUT
396,180.18
C1199669998
151,567.44
6,160.64
C803884667
659,298.6
338.88
0
0
418
CASH_IN
498,433.87
C905343842
10,199
559,729.98
M1150895552
8,619,469.19
14,985,968
0
0
59
PAYMENT
5,612.1
C608600482
18,552.71
48,145.91
C1031223422
1,542,433.79
7,001.95
0
0
323
PAYMENT
48,412.3
C838820384
956,834.77
1,055,845.88
C2135753881
735,174.04
11.19
0
0
332
PAYMENT
660,806.45
C681179472
251,965.71
82,092.85
C1505742207
318,900.03
270.77
0
0
209
CASH_OUT
198,395.37
C301633582
3,675,214.35
7,135,651.29
C848603448
6,892,370.81
1,026,511.91
0
0
171
CASH_IN
381,915.73
C40537756
4,297,531.6
1,143,869.79
C1257388836
944,822.89
40,557.87
0
0
335
CASH_IN
42,057.91
C1722930660
507,096.84
4,453,897.74
C772471567
1,811,968.77
132,110.58
0
0
60
CASH_OUT
633,152.34
C1653482011
20,994.16
5.06
C1826908264
4,568,389.54
5,165,413.94
0
0
452
CASH_OUT
22,486.5
C173424548
411,348.88
6,186,129.06
C1080384031
654,163.94
3.1
0
0
335
CASH_OUT
9,425.87
C998557907
28.37
23,170.57
M1014273379
1,737,948.89
1,099.91
0
0
206
PAYMENT
23.28
C147947264
440,942.02
828,175.42
C1875145744
4,565
0
0
0
129
CASH_IN
566,859.09
C1148629181
942,242.14
607,397.82
C1066606813
3,496,232.73
2,107,251.03
0
0
95
PAYMENT
92,574.95
C144971667
81,349.65
117,695.72
C231271744
187,572.31
0.03
0
0
220
PAYMENT
5,756.9
C1358153086
3,996,218.34
7,558,527.8
C1542283291
134,194.77
0
0
0
71
PAYMENT
123,752.6
C1934021203
2,421.44
580,675.97
C2063400198
750,869.58
0.14
0
0
192
CASH_IN
15,005.94
C1919178063
1,374,322.65
2,257,083.98
C967488824
1,393,152.99
236,521.11
0
0
302
CASH_IN
453,249.9
C68317751
11,025,386.2
9,184,222.18
M406997758
2,798,826.55
4,814.13
0
0
416
CASH_OUT
102,498.85
C1733670631
4,101,118.91
207,221.8
C1359346915
891,610.02
41,464.74
0
0
185
CASH_IN
214,775.67
C2126152933
4,840,312.76
7,744,774.09
C1264363422
447,777.24
1,541.53
0
0
405
PAYMENT
76,685.75
C720234448
7.09
9,311.24
M6010937
360,328.19
0.02
0
0
327
PAYMENT
1,934.89
C1543127615
343.12
18,845.94
M537906986
949,302.68
0
0
0
43
CASH_IN
404,222.06
C541850199
32,895.9
3,082,021.18
C1434154745
3,014,982.72
17,877.61
0
0
93
CASH_IN
162,632.74
C1930275624
1,057,578.91
9,635,439.75
C768585171
1,852,594.69
186.58
0
0
106
CASH_OUT
433,458.47
C180489866
332,614.7
949,997.78
C688666509
7,994,891.88
6,912,188.86
0
0
146
CASH_IN
103,326
C1162150610
488,094.44
1,126,469.68
C336874025
5,913,431.99
23,960.17
0
0
66
CASH_IN
1,010,675.14
C1291063169
647,030.28
134,471.65
C90250170
5,462,317.2
8,107,495.74
0
0
411
PAYMENT
272.32
C1878921740
16.31
1,927.07
C1048229069
16,727.08
0
0
0
39
PAYMENT
163,646.51
C1714157985
411,525.72
1,533,107.45
C1324512177
751,025.32
2,233.43
0
0
334
CASH_IN
53,995.18
C509825917
53,164.95
458,991.21
C1079625090
1,196,380.11
6,218.62
0
0
43
CASH_OUT
21,368.95
C1718859630
2,230,178.31
4,123,106.53
C528597834
6,268,812.58
3,151,715.65
0
0
229
CASH_OUT
14,899.06
C551924037
27,830.25
1,006,627.04
M1162898934
5,130.96
0
0
0
141
CASH_OUT
12,736.52
C1683683564
2,632,106.55
7,340,778.83
M685563049
433,742.73
0
0
0
88
PAYMENT
23,762.18
C1756645683
1,599,648.45
2,696,406.98
M1875537735
137,714.37
150.66
0
0
222
CASH_OUT
417,196.95
C615680064
267,003.64
1,527,067.46
C1632420864
7,520,320.02
7,751,769.98
0
0
225
CASH_OUT
59,359.83
C806938389
3,693,001.14
12,309,395.97
C1544101492
1,536,512.26
62,281.01
0
0
91
CASH_IN
244,686.68
C1189130406
24,207.75
200,580.29
C1621977114
5,998,155.36
557,558.12
0
0
319
CASH_IN
78,273.33
C456826600
651,341.16
4,187,925.41
M1596627876
5,305,557.77
2,043,104.75
0
0
248
PAYMENT
18,186.9
C399890270
3.27
1,535.86
M1586865702
1,244,695.48
140.3
0
0
444
CASH_OUT
524,918.32
C1904766039
4,582,927.79
957,730.43
C1590494541
204,785.07
32,098.91
0
0
619
PAYMENT
67,185.39
C1725929841
375,599.45
486,032.2
C338429955
321,782.44
425.46
0
0
51
CASH_OUT
75,457.44
C2053833872
373,153.22
382,103.77
C222020906
5,336,706.71
5,292,232.22
0
0
59
CASH_IN
41,847.3
C470235824
589,130.57
4,601,138.6
M51416375
199,271.83
10.09
0
0
225
PAYMENT
96,681.09
C292514105
739,881.1
5,946,638.91
M1675615112
514,762.23
2.98
0
0
268
PAYMENT
84,108.39
C918004059
0.54
0.94
C2135744286
968,058.95
58,144.33
0
0
148
CASH_OUT
195,223.42
C1936702831
205.1
187,229.64
C561092459
5,942,880.65
1,834,847.95
0
0
102
TRANSFER
258,535.92
C258569222
1.46
44.8
C923653889
1,331,636.3
582,967
0
0
61
TRANSFER
43,278.22
C1522098009
71,041.73
3,292,574.89
M1785183865
10,170.69
0
0
0
319
PAYMENT
35,399.65
C437547433
71,328.47
4,145.11
C1934831406
2,108,155.22
2,073.52
0
0
69
PAYMENT
21,838.39
C543546148
447,347.31
722,851.04
M673375191
241,156.53
0
0
0
110
CASH_OUT
54,676.02
C754861016
686,241.24
85,216.85
C1978861829
3,216,747
431,409.02
0
0
324
CASH_OUT
182,938.49
C1386039401
864,332.9
27,023.66
C525587992
1,946,413.76
357,376.3
0
0
145
CASH_IN
181,478.69
C1133582125
4,332,801.42
1,597,079.29
C1169768462
3,847,219.65
1,111,427.55
0
0
743
CASH_OUT
89,334.08
C1576475548
16,068.51
886,492.78
M922001294
2,079,939.33
34,720.18
0
0
339
CASH_IN
78,771.24
C699331874
76,550.69
173,562.17
C114139932
2,836,582.63
194,206.39
0
0
135
TRANSFER
41,226.29
C1365267785
1,029.65
1.75
C1279738636
1,927,586.5
63,014.47
0
0
370
PAYMENT
1,148.68
C114421278
79.42
203,052.76
M1206590189
8,374.04
0
0
0
132
PAYMENT
55,343.28
C2059649981
91,960.02
2,465,424.12
M1638460821
724,199.67
40.76
0
0
172
CASH_OUT
39,368.34
C588831874
44,948.57
2,789,472.8
M1345000728
1,839,385.56
1,502.89
0
0
62
PAYMENT
161,310.1
C910179120
266,215.04
2,567,736.71
C667543607
577,308.81
6,217.42
0
0
284
CASH_OUT
99,111.09
C1999953957
45,656.33
802,333.34
M1456351384
1,384,027.11
966.14
0
0
270
CASH_IN
253,617.46
C1925283113
111,068.6
423,343.81
C1082981198
2,779,778.07
6,327,846.65
0
0
403
CASH_OUT
11,619.42
C925904989
4,792,876.73
9,448,508.39
C1225886385
3,068,236.93
32.69
0
0
475
PAYMENT
3,501.04
C1974894443
258,223.64
246,505.07
M743316574
210,349.06
0.14
0
0
254
PAYMENT
50,861.2
C1689067806
18.97
1.73
C152664056
677,807.06
52.67
0
0
670
TRANSFER
185,304.16
C128499383
266,863.89
162,817.68
M1599947005
4,014,879.51
2,209,860.88
0
0
306
PAYMENT
186,877.93
C2094723302
580.39
29,568.24
C1982512704
123,049.86
0
0
0
502
CASH_OUT
8,031.78
C1060465431
862,956.96
5,327,629.3
M674815358
14,933.12
0
0
0
326
CASH_IN
269,859.9
C476023524
2,084,956.22
10,735,281.16
M444694146
6,173,593.76
3,401,074.68
0
0
154
CASH_IN
212,690.56
C1847029396
3,029,012.02
2,264,338.65
C2101671385
1,471,143.54
161,675.29
0
0
101
CASH_IN
374,711.03
C44676622
1,128.19
186,008.36
C293869264
8,470,154.18
6,506,411.32
0
0
223
PAYMENT
169,391.34
C2073084968
4,793,777.81
650,942.64
C299758570
229,564.37
0.01
0
0
356
PAYMENT
4,607.73
C194879359
25,834.47
3,829.34
M748794362
77,073.74
0.02
0
0
414
PAYMENT
14,920.87
C1235542602
71,606.59
82,073.96
M780189003
734,852.86
2,567.65
0
0
263
CASH_OUT
616,110.63
C831242757
382,879.24
675,463.84
M1199221570
3,936,045.16
3,060,588.39
0
0
437
CASH_IN
550,295.21
C1841045447
617,994.94
528,460.98
C1497927052
3,689,185.45
3,770,032.89
0
0
348
PAYMENT
530.1
C1734106692
832,414.36
1,344,159.65
M256868321
573,859.45
0
0
0
100
CASH_OUT
19,877.92
C1624539412
762,025.92
1,392,013.68
C475794730
967,904.42
118,688.14
0
0
119
CASH_OUT
81,206.34
C2039504758
455,197.18
1,133,892.78
M694456032
2,688,092.65
6,876.24
0
0
219
CASH_IN
336,118.72
C1120599067
12,338,202.79
23,827,330.26
C1234779219
3,019,265.95
960.05
0
0
92
PAYMENT
4,960.26
C529262644
9,485,561.54
7,641,346.18
M44574994
150.9
0
0
0
503
PAYMENT
2,686.58
C364604939
419,956.78
1,144,305.36
C2145092531
146,735.05
0
0
0
563
TRANSFER
45,089.3
C794288313
3,146.2
124,604.7
M822380429
727,121.29
474.33
0
0
138
CASH_OUT
90,799.99
C20816472
19,595.88
92,078.89
M1348704644
3,776,445.75
2,385,739.16
0
0
53
CASH_IN
129,916.28
C2080197297
27,841,498.3
26,381,539.88
C871252226
4,628,941.95
1,595,365.56
0
0
414
PAYMENT
4,181.51
C230700263
1,611,540.83
4,338,310.01
M82604615
65,393.71
0
0
0
109
CASH_IN
894,347.45
C1495547628
16.79
208,178.27
C1981214336
6,503,409.61
13,068,996.9
0
0
155
PAYMENT
596.91
C371548007
332.03
11,080.81
C187186302
992,416.34
0.02
0
0
359
TRANSFER
201,926.24
C1230540771
217,563.98
50,038.65
C1597775212
1,325,767.6
9.1
0
0
261
TRANSFER
63,706.51
C2146867327
0.01
25,719.35
C496551609
1,218,374.61
684.28
0
0
243
PAYMENT
6,254.77
C1584209650
2,435.95
1,739,015.56
C576209911
4,763,684.91
230.82
0
0
294
PAYMENT
32,070.43
C1141291949
3,163,011.08
4,892,702.61
C1168281532
46,172.07
0
0
0