step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
162
CASH_OUT
28,023.17
C825035262
5,303.79
0
C741633585
128,841.06
156,864.23
0
0
203
PAYMENT
14,865.64
C1551892766
94,174
79,308.36
M653544905
0
0
0
0
206
PAYMENT
858.78
C1642498242
10,744
9,885.22
M1487092634
0
0
0
0
49
PAYMENT
3,923.39
C570882469
0
0
M800122591
0
0
0
0
393
CASH_OUT
76,242.34
C1345949078
0
0
C225443522
141,351.09
217,593.44
0
0
10
CASH_IN
241,350.4
C91041415
3,657,362.32
3,898,712.71
C187569650
983,297.77
282,071.98
0
0
16
CASH_IN
160,923.95
C1711932727
3,293,038.69
3,453,962.63
C1927218192
979,391.46
309,772.89
0
0
538
PAYMENT
5,911.68
C856163058
198,370.12
192,458.45
M2032319507
0
0
0
0
177
PAYMENT
9,370.8
C662283096
202,967
193,596.2
M1460734920
0
0
0
0
329
PAYMENT
8,457.03
C1924526334
1,378
0
M704418639
0
0
0
0
132
CASH_IN
286,442.89
C1517515155
34,547
320,989.89
C1287760827
0
0
0
0
13
CASH_OUT
99,903.75
C1952565643
49,844
0
C95431915
410,434.04
510,337.79
0
0
383
CASH_IN
67,002.98
C659782744
78,768.2
145,771.17
C397574171
93,749.94
26,746.96
0
0
20
CASH_IN
92,859.28
C543391414
2,910
95,769.28
C1593197373
42,311.54
0
0
0
44
CASH_IN
238,038.91
C1395917657
13,941
254,863.91
C1130601606
0
0
0
0
684
CASH_OUT
292,851.46
C1055986661
0
0
C558671820
665,847.77
958,699.23
0
0
205
CASH_IN
3,671.79
C1260013846
3,470,727.37
3,474,399.16
C1489595398
3,050,567.64
3,046,895.84
0
0
275
PAYMENT
2,227.3
C143247799
60,580
58,352.7
M1085858411
0
0
0
0
592
PAYMENT
9,854.99
C1471154666
0
0
M661594828
0
0
0
0
378
CASH_IN
28,022.08
C1940676790
15,302
43,324.08
C595876396
88,622.86
60,600.78
0
0
299
TRANSFER
4,555,341.14
C1743632471
0
0
C373738650
5,027,378.82
9,582,719.96
0
0
16
CASH_OUT
175,366.13
C1736808486
21,842
0
C1282235415
6,061,312.15
6,312,152.75
0
0
351
CASH_OUT
397,276.04
C1741965541
58,566
0
C434176778
0
397,276.04
0
0
261
PAYMENT
13,994.68
C1093894692
11,283
0
M2103246113
0
0
0
0
204
PAYMENT
12,237.32
C1123712684
16,183
3,945.68
M77499845
0
0
0
0
164
CASH_OUT
339,667.37
C247428796
0
0
C1246929314
780,290.88
1,119,958.25
0
0
688
PAYMENT
43,076.5
C1942658580
16,409
0
M1046654686
0
0
0
0
182
CASH_IN
166,004.96
C1135692420
4,770,733
4,936,737.96
C51633840
229,979.15
63,974.19
0
0
179
CASH_IN
169,571.65
C27208256
23,077
192,648.65
C751305117
1,830,673.31
1,998,393.05
0
0
162
CASH_OUT
218,512.79
C1422122834
31,275
0
C184493469
54,806.15
273,318.95
0
0
178
CASH_IN
320,572.33
C149011665
585
321,157.33
C710538042
146,714.96
0
0
0
236
CASH_OUT
238,237.4
C1937047269
45,876
0
C1638192452
405,348.52
643,585.92
0
0
209
CASH_IN
147,782.17
C69496114
1,394
149,176.17
C645699061
4,453,655.95
4,305,873.78
0
0
202
CASH_OUT
27,034.21
C384061735
6,088
0
C97726207
559,653.06
586,687.27
0
0
135
CASH_IN
167,352.6
C1982543847
8,737,942.86
8,905,295.46
C1341157585
270,493.69
103,141.09
0
0
403
PAYMENT
7,329.39
C1561121227
0
0
M1034200677
0
0
0
0
17
CASH_OUT
21,410.8
C1318307245
0
0
C1951579501
96,216.8
117,627.6
0
0
234
CASH_IN
46,822.09
C800510056
49,996
96,818.09
C1546999768
0
0
0
0
376
PAYMENT
58,766.27
C9947438
59,567.26
800.99
M603252151
0
0
0
0
300
DEBIT
10,317.82
C265863664
7,225
0
C1993366788
72,226.11
82,543.93
0
0
162
PAYMENT
29,560.31
C146861297
104,920
75,359.69
M1317843781
0
0
0
0
571
TRANSFER
133,404.87
C1628507378
0
0
C6101251
1,111,916.48
1,245,321.35
0
0
187
CASH_OUT
120,173.99
C281265071
154,370
34,196.01
C2137330485
5,153,473.71
5,273,647.7
0
0
235
CASH_OUT
28,505.41
C752383795
43,015.26
14,509.85
C2091631147
13,738,103.31
13,766,608.72
0
0
155
PAYMENT
27,155.84
C1099122846
0
0
M1144285726
0
0
0
0
205
CASH_OUT
172,096.88
C722505527
22,569
0
C196960749
0
172,096.88
0
0
204
PAYMENT
10,171.41
C2082588999
0
0
M355844550
0
0
0
0
17
CASH_OUT
83,999.46
C777795340
34,477.85
0
C1320515149
5,979,599.58
6,063,599.03
0
0
550
PAYMENT
3,549.64
C72671486
7,902.22
4,352.58
M44425346
0
0
0
0
214
PAYMENT
13,509.61
C344528586
50,007
36,497.39
M1525581752
0
0
0
0
277
CASH_OUT
191,469.79
C1016983507
0
0
C317763851
192,481.46
383,951.25
0
0
348
CASH_OUT
420,600.34
C251678428
79,849
0
C865874986
214,321.08
634,921.42
0
0
230
PAYMENT
6,219.85
C1385730244
26,953
20,733.15
M1682078751
0
0
0
0
204
CASH_OUT
222,206.01
C1094101828
11,213
0
C2081502276
226,472.61
448,678.61
0
0
133
CASH_IN
128,531.97
C1485180778
35,302
163,833.97
C1061796878
218,559.78
90,027.81
0
0
297
TRANSFER
102,752.38
C1199030909
133,660
30,907.62
C23917341
2,352,153.52
2,454,905.9
0
0
383
PAYMENT
6,338.95
C38871867
300,765
294,426.05
M1937190911
0
0
0
0
304
PAYMENT
3,864.67
C258768205
107,733
103,868.33
M417222756
0
0
0
0
354
CASH_OUT
161,642.87
C1122328906
18,456
0
C805449430
4,392,153.45
4,553,796.32
0
0
133
CASH_OUT
175,502.51
C824389455
0
0
C715567315
398,060.07
573,562.58
0
0
253
CASH_OUT
135,238.31
C564690768
29,926
0
C2042493868
25,067.61
160,305.91
0
0
258
PAYMENT
16,038.37
C1783615868
0
0
M1533569409
0
0
0
0
19
CASH_OUT
161,825.13
C82820362
0
0
C2068615081
7,447,111.8
7,608,936.93
0
0
278
PAYMENT
9,431.05
C899633995
237,164
227,732.95
M336000241
0
0
0
0
11
CASH_IN
448,434.71
C938010712
56,004
504,438.71
C1649898712
0
21,296.46
0
0
596
PAYMENT
3,761.24
C871899949
0
0
M1313655768
0
0
0
0
403
CASH_OUT
250,731.33
C1952432482
161,730.1
0
C536791377
372,469.61
623,200.94
0
0
300
TRANSFER
9,327,439.47
C638027021
0
0
C1536901047
17,874,857.16
27,202,296.63
0
0
252
PAYMENT
953.99
C156277405
0
0
M771720746
0
0
0
0
13
CASH_OUT
145,173.16
C1038186443
0
0
C1292185759
2,177,731.89
2,322,905.05
0
0
39
CASH_OUT
114,026.05
C1254802132
263
0
C472511801
6,781,672.24
6,895,698.29
0
0
9
CASH_IN
175,701.44
C238098007
3,597,057.04
3,772,758.48
C842729010
9,293,080.1
10,201,058.68
0
0
162
CASH_IN
129,671.19
C956104732
2,409,690.9
2,539,362.09
C244130690
1,579,170.57
1,449,499.38
0
0
401
CASH_IN
225,461.19
C994409569
11,255,765.52
11,481,226.71
C203468845
2,214,772.49
1,989,311.31
0
0
158
CASH_OUT
23,936.97
C1623688390
1,117
0
C1689509579
2,081,676.79
2,105,613.76
0
0
321
PAYMENT
5,194.47
C106775610
32,428
27,233.53
M916258602
0
0
0
0
159
PAYMENT
15,359.51
C1086625590
0
0
M2001693061
0
0
0
0
525
PAYMENT
24,491.84
C259844114
0
0
M147536993
0
0
0
0
254
CASH_IN
366,542.7
C1736835399
16,333,894.92
16,700,437.62
C2128868086
554,015.39
187,472.69
0
0
202
CASH_OUT
43,256.43
C2120092449
0
0
C530664692
313,361.96
356,618.39
0
0
228
PAYMENT
35,477.15
C1971113338
0
0
M910824631
0
0
0
0
278
CASH_IN
78,097.07
C1900146125
1,951,387.1
2,029,484.18
C1607180724
408,814.62
330,717.54
0
0
13
PAYMENT
6,696.53
C1530858889
316,770.18
310,073.66
M1664939654
0
0
0
0
232
TRANSFER
839,022.62
C2067082235
0
0
C584834114
1,970,214.07
2,809,236.69
0
0
41
PAYMENT
18,220.81
C741406513
86,219
67,998.19
M4779363
0
0
0
0
40
PAYMENT
13,581.53
C1064103428
172,824
159,242.47
M7359942
0
0
0
0
189
PAYMENT
3,992.04
C2075729518
20,563.98
16,571.95
M1057679427
0
0
0
0
177
PAYMENT
21,997.6
C1290288248
0
0
M680023211
0
0
0
0
252
TRANSFER
4,005.78
C2001927158
0
0
C1085429765
115,625.42
119,631.2
0
0
97
PAYMENT
6,835.93
C1378226014
5,960.4
0
M1106939706
0
0
0
0
280
CASH_OUT
114,998.14
C1059111555
0
0
C962996708
395,989.77
510,987.91
0
0
275
CASH_IN
13,953.16
C1257033699
439
14,392.16
C1901248673
0
0
0
0
155
CASH_OUT
216,394.64
C1504438530
0
0
C1148384019
1,601,539.64
1,817,934.27
0
0
20
TRANSFER
603,304.63
C1385572325
0
0
C1654688663
1,327,960.79
1,931,265.42
0
0
18
CASH_OUT
129,482.13
C189684361
155,312
25,829.87
C1718536311
59,966.11
116,289.17
0
0
138
TRANSFER
163,979.11
C1826142300
11,271
0
C2090122621
0
163,979.11
0
0
177
CASH_OUT
117,562.61
C1000834747
0
0
C1151706143
5,271,666.36
5,389,228.97
0
0
263
CASH_OUT
66,459.76
C291812989
0
0
C1172359188
229,329.28
295,789.05
0
0
250
CASH_OUT
68,467.45
C1119569818
306
0
C1800685461
0
68,467.45
0
0
41
CASH_OUT
36,344.53
C1944581107
0
0
C1944140224
13,256,774.16
13,293,118.68
0
0