step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
177
PAYMENT
17,076.51
C1058293025
0
0
M741336750
0
0
0
0
37
CASH_OUT
90,723.94
C839531987
0
0
C1475593328
443,762.91
534,486.84
0
0
500
CASH_OUT
111,054.72
C1673909196
0
0
C1512228906
469,056.05
580,110.77
0
0
138
CASH_OUT
25,884
C389791845
0
0
C277058199
914,340.08
940,224.07
0
0
131
CASH_OUT
35,472.9
C1343366442
62,054
26,581.1
C663360097
20,758
0
0
0
330
PAYMENT
34,917.61
C435002653
0
0
M1177544744
0
0
0
0
393
PAYMENT
38,264.08
C1431131974
0
0
M633940431
0
0
0
0
395
CASH_OUT
378,992.97
C1949030828
20,817
0
C689421716
2,824,674.08
3,203,667.05
0
0
163
CASH_OUT
318,738.99
C525764198
20,646
0
C1917869329
108,693.67
427,432.66
0
0
140
CASH_OUT
122,363.61
C1980355330
10,332
0
C859222722
2,253,089.4
2,375,453.01
0
0
137
CASH_OUT
145,029.16
C1765538372
0
0
C1060552727
377,126.48
522,155.64
0
0
348
CASH_OUT
140,162.25
C463410784
0
0
C812068864
279,167.7
419,329.95
0
0
589
PAYMENT
23,715.07
C1935530674
18,776.87
0
M1967390182
0
0
0
0
303
CASH_OUT
75,987.34
C1331486159
0
0
C1340912150
292,097.62
368,084.95
0
0
231
CASH_IN
267,612.19
C1732789610
22,636
290,248.19
C1338973810
1,686,430.16
1,418,817.97
0
0
258
PAYMENT
8,360.75
C1538904718
0
0
M750457778
0
0
0
0
306
CASH_OUT
143,963.11
C1544323607
0
0
C1386681141
11,154,493.77
11,298,456.88
0
0
35
CASH_IN
143,114.75
C641130643
25,591,748.33
25,734,863.08
C1175208170
469,426.51
326,311.76
0
0
211
CASH_IN
207,918.1
C1581127881
1,050,179.99
1,258,098.09
C1265009796
351,463.09
143,545
0
0
596
CASH_OUT
57,695.35
C1089649936
51
0
C1152204188
153,877.17
211,572.52
0
0
375
PAYMENT
12,460.31
C1383263848
1,376
0
M628249863
0
0
0
0
157
CASH_IN
52,551.05
C991371830
2,000,991.33
2,053,542.38
C382073873
834,048.33
781,497.28
0
0
139
CASH_OUT
56,449.99
C1820719608
104,427.02
47,977.03
C613128565
192,809.72
249,259.71
0
0
352
PAYMENT
16,532
C1774537867
0
0
M1631103685
0
0
0
0
40
CASH_OUT
148,331.79
C402396374
475,903.82
327,572.03
C786631574
61,167.64
209,499.44
0
0
185
PAYMENT
5,021.82
C951531132
64,831
59,809.18
M853666510
0
0
0
0
522
CASH_OUT
195,002.03
C2022978153
0
0
C366268744
236,462.56
431,464.59
0
0
138
CASH_OUT
100,099.26
C345630943
10,005
0
C845738361
4,189,905.71
4,290,004.97
0
0
37
CASH_OUT
120,193.92
C1315518253
41,797
0
C696129952
0
120,193.92
0
0
160
PAYMENT
8,452.42
C1803002069
0
0
M643846034
0
0
0
0
684
TRANSFER
4,126,119.93
C625476444
344,527
0
C188307334
446,963.89
4,573,083.81
0
0
228
PAYMENT
40,925.8
C1255646682
34,424
0
M1929470346
0
0
0
0
354
PAYMENT
44,871.04
C857906147
41,272
0
M1998016541
0
0
0
0
496
CASH_IN
233,176.05
C456511156
1,147,528.71
1,380,704.76
C1632482295
550,144.16
316,968.11
0
0
308
PAYMENT
10,503.54
C1598086365
0
0
M1324449999
0
0
0
0
14
CASH_IN
11,500.21
C786231804
2,001,427.04
2,012,927.25
C1167066016
2,416,331.82
2,404,831.61
0
0
236
CASH_OUT
58,148.24
C446239502
533,764
475,615.76
C1915028592
11,043.65
69,191.89
0
0
202
CASH_OUT
29,475.22
C1082836606
16,010
0
C242522092
57,237.02
86,712.23
0
0
251
CASH_IN
303,337.36
C1909053668
10,445
313,782.36
C1795342784
334,579.67
31,242.31
0
0
377
CASH_OUT
63,328.89
C883888639
30,763
0
C1892867454
7,712,846.43
7,776,175.32
0
0
189
CASH_OUT
298,903.91
C456410025
0
0
C1346317033
9,066,528.27
9,172,364.74
0
0
205
CASH_OUT
148,433.99
C893629182
179,171.07
30,737.08
C1289700186
1,977,523.36
2,125,957.35
0
0
283
CASH_IN
136,777.48
C1861550756
3,107,370.08
3,244,147.56
C1683549373
407,041.19
270,263.71
0
0
346
CASH_OUT
177,095.18
C411554883
558,320
381,224.82
C2054033195
1,068,329.59
1,245,424.77
0
0
399
CASH_OUT
190,472.15
C1362472090
12,127
0
C1894379581
54,466.26
244,938.41
0
0
207
CASH_IN
29,707.73
C1239955812
11,512,446.86
11,542,154.59
C1636809566
47,771.23
18,063.5
0
0
237
CASH_OUT
178,844.4
C2138549198
0
0
C381329398
672,401.4
851,245.8
0
0
303
CASH_IN
124,911.67
C2068139505
101,111
226,022.67
C272283941
56,236.36
0
0
0
17
PAYMENT
13,589.33
C956148525
0
0
M34592661
0
0
0
0
354
TRANSFER
97,301.71
C1750384848
31,239
0
C939322176
36,857,953.61
36,955,255.33
0
0
213
CASH_IN
181,162.39
C1367135749
7,396,840.47
7,578,002.87
C662936276
400,008.3
218,845.9
0
0
380
CASH_IN
105,621.61
C324615636
25,024,811.37
25,130,432.98
C507662577
2,360,361.22
2,254,739.61
0
0
205
CASH_OUT
147,943.65
C507398461
7,062
0
C289827146
0
147,943.65
0
0
353
CASH_IN
380,803.25
C1841108322
61,171
441,974.25
C265311387
215,079.66
0
0
0
692
PAYMENT
361.53
C284456399
0
0
M1667812216
0
0
0
0
9
CASH_IN
364,810.85
C2030381661
2,318,126.43
2,682,937.28
C1219369531
9,940,322.17
9,204,546.58
0
0
324
CASH_IN
45,045.18
C1947833123
512,205
557,250.18
C1188470325
0
0
0
0
182
CASH_OUT
609,216.86
C1544023267
15,281
0
C2104590009
0
609,216.86
0
0
162
CASH_OUT
147,973.64
C730391328
0
0
C817067859
657,197.05
805,170.69
0
0
231
PAYMENT
8,363.79
C916767038
21,153
12,789.21
M1900051947
0
0
0
0
164
CASH_OUT
44,326.32
C2030604385
900
0
C478451650
0
44,326.32
0
0
140
CASH_IN
42,441.15
C148953922
23,919
66,360.15
C1308018080
30,865.74
0
0
0
42
TRANSFER
62,545.94
C988195365
0
0
C1027773814
605,699.22
668,245.16
0
0
287
PAYMENT
18,492.44
C215824393
726
0
M1145370021
0
0
0
0
188
PAYMENT
13,755.82
C587377409
243,465.86
229,710.04
M2143644128
0
0
0
0
158
PAYMENT
15,330.4
C1047250699
747
0
M1901970472
0
0
0
0
301
CASH_OUT
76,188.59
C210431435
10,926
0
C1740265449
286,138.53
362,327.13
0
0
134
CASH_OUT
324,049.09
C115263387
258,403
0
C1550551160
334,966.91
947,219.25
0
0
258
PAYMENT
15,785.4
C1665011228
25,046
9,260.6
M1247892773
0
0
0
0
94
CASH_OUT
180,064.21
C1443582114
14,857
0
C498972208
375,301.31
555,365.52
0
0
375
CASH_OUT
134,423.79
C1119448553
0
0
C1011419007
1,278,805.88
1,413,229.66
0
0
132
CASH_IN
7,927.43
C989033255
363
8,290.43
C37924170
200,156.9
192,229.47
0
0
232
CASH_OUT
154,692.67
C1894384509
0
0
C58470057
4,580,030.78
4,734,723.45
0
0
371
CASH_OUT
34,056.36
C1126614111
60,626
26,569.64
C219537637
1,715,876.24
1,749,932.59
0
0
590
CASH_OUT
403,549.93
C959831541
0
0
C1521781395
2,377,869.68
2,781,419.61
0
0
353
PAYMENT
9,432.14
C1014445701
19,905
10,472.86
M851408374
0
0
0
0
525
PAYMENT
23,766.59
C481112045
111,026
87,259.41
M1310549886
0
0
0
0
184
CASH_OUT
402,018.27
C830049833
11,328
0
C879329312
2,871,801.44
3,273,819.71
0
0
154
PAYMENT
59,531.1
C1842245528
14,089.84
0
M1397461092
0
0
0
0
280
PAYMENT
498.58
C1596240999
0
0
M2000728377
0
0
0
0
323
CASH_IN
100,390.56
C558123424
86,584
186,974.56
C503230706
0
0
0
0
253
PAYMENT
3,645.73
C499084371
0
0
M2038676348
0
0
0
0
20
TRANSFER
620,587.36
C527121410
0
0
C1351115755
1,152,392.76
1,589,954.17
0
0
140
CASH_IN
199,757.83
C2040030406
9,294,672.37
9,494,430.19
C503053253
447,852.96
248,095.14
0
0
349
CASH_OUT
223,811.3
C691065771
11,364
0
C1446632765
1,420,154.16
1,643,965.46
0
0
350
PAYMENT
1,294.83
C1592315590
0
0
M238502720
0
0
0
0
431
PAYMENT
1,090.53
C1223700231
34,815
33,724.47
M280407292
0
0
0
0
297
TRANSFER
628,302.04
C1548427609
10,822
0
C1039401817
0
628,302.04
0
0
233
CASH_OUT
147,185.6
C334779941
15,491
0
C857726609
0
147,185.6
0
0
378
CASH_IN
188,446.12
C1094243292
5,142,901.58
5,331,347.7
C1861227714
508,494.47
320,048.35
0
0
330
CASH_OUT
155,905.17
C1468489255
8,970.73
0
C685698602
2,006,093.92
2,161,999.09
0
0
157
PAYMENT
22,568.34
C121673706
176,429.56
153,861.22
M465797053
0
0
0
0
402
CASH_OUT
152,261.91
C1110105400
342
0
C1555061975
0
152,261.91
0
0
398
CASH_IN
346,868.99
C205926264
389
347,257.99
C973743007
399,648.82
52,779.83
0
0
374
CASH_OUT
259,959.84
C245485620
43,471
0
C1324177979
493,781.22
753,741.06
0
0
141
CASH_IN
6,067.01
C651351828
9,649,081.5
9,655,148.51
C463762904
155,559.4
149,492.39
0
0
145
PAYMENT
1,957.81
C1906253970
90
0
M489353970
0
0
0
0
212
CASH_OUT
32,998.72
C1627221278
20,292
0
C1573602738
3,020,059.55
3,053,058.27
0
0
276
PAYMENT
8,075.25
C1313758558
10,041.22
1,965.97
M962639355
0
0
0
0
162
PAYMENT
5,929.29
C42312626
276,329.72
270,400.42
M1912998981
0
0
0
0