step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
282
CASH_IN
300,004.15
C1456225126
2,992,418.63
3,292,422.78
C901238795
602,236.93
302,232.78
0
0
167
PAYMENT
10,745.06
C1393568916
9,621
0
M1914758297
0
0
0
0
347
PAYMENT
11,196.61
C1092878962
475.55
0
M481601854
0
0
0
0
325
CASH_OUT
412,313.64
C1362481278
13,625
0
C2099511665
0
412,313.64
0
0
355
PAYMENT
2,131.82
C1034101253
92,132
90,000.18
M1670428288
0
0
0
0
186
PAYMENT
10,422.73
C218413961
0
0
M247785852
0
0
0
0
301
CASH_IN
251,006.16
C29577080
49,839
300,845.16
C1618391932
0
0
0
0
211
PAYMENT
1,933.29
C879586325
3,347.25
1,413.96
M341384029
0
0
0
0
189
CASH_IN
221,710.98
C2146742787
1,342
223,052.98
C1384298334
929,381.27
679,372.51
0
0
350
TRANSFER
3,154,873.63
C218675806
22,365
0
C1396618090
147,702.73
3,302,576.36
0
0
278
TRANSFER
154,340.86
C867936554
0
0
C355561415
706,817.33
861,158.18
0
0
280
PAYMENT
4,701.27
C1652999528
230,189.97
225,488.7
M2033055964
0
0
0
0
18
CASH_OUT
137,892.88
C1010296871
14,503
0
C402160987
27,978.43
21,336.85
0
0
207
CASH_IN
337,039.32
C328990253
15,234
352,273.32
C1512598168
4,319,529.05
3,982,489.73
0
0
355
CASH_OUT
182,211.44
C837394808
13,686
0
C2120271841
6,586,446.24
6,768,657.69
0
0
335
PAYMENT
13,712.61
C1222688867
0
0
M1321442516
0
0
0
0
201
CASH_IN
180,516.07
C1125461970
4,443,638.12
4,624,154.19
C768211418
836,506.75
655,990.68
0
0
208
PAYMENT
3,984.51
C28015627
52,217
48,232.49
M836781145
0
0
0
0
228
PAYMENT
17,697.2
C1312950665
1,672
0
M1628818746
0
0
0
0
136
PAYMENT
1,350.11
C1761627919
0
0
M197535596
0
0
0
0
15
CASH_OUT
226,796.85
C1747558725
0
0
C1775818419
3,702,608.2
3,929,405.05
0
0
205
PAYMENT
5,397.43
C2109436239
27,897.45
22,500.02
M1681883148
0
0
0
0
278
PAYMENT
7,847.53
C1494975349
0
0
M80235178
0
0
0
0
34
CASH_OUT
263,822.61
C1198714764
30,663
0
C162360875
991,742.88
1,255,565.5
0
0
227
CASH_OUT
203,405.6
C1711817860
311,621
108,215.4
C1656297741
378,733.38
582,138.98
0
0
158
PAYMENT
6,073.56
C1284327460
69,682
63,608.44
M417360752
0
0
0
0
395
PAYMENT
13,325.34
C1072257650
0
0
M496725295
0
0
0
0
375
PAYMENT
12,038.46
C291818375
0
0
M212181374
0
0
0
0
331
CASH_IN
290,690.59
C1637906242
19,947
310,637.59
C235736577
0
0
0
0
12
CASH_OUT
117,027.48
C647079234
153,263
36,235.52
C507538622
1,509,709.4
1,001,668.39
0
0
332
PAYMENT
8,712.67
C634247474
0
0
M130546948
0
0
0
0
374
PAYMENT
2,016.77
C461660273
0
0
M770041965
0
0
0
0
44
CASH_OUT
33,667.43
C1343136161
187
0
C1372185818
0
33,667.43
0
0
158
CASH_IN
343,850.37
C242741020
300,987
644,837.37
C580191167
0
0
0
0
182
PAYMENT
15,563.89
C1660547414
236,314.38
220,750.49
M2143404157
0
0
0
0
201
PAYMENT
13,375.09
C7746462
0
0
M429470670
0
0
0
0
370
CASH_OUT
20,236.28
C294448450
0
0
C829025043
783,597.03
803,833.3
0
0
257
CASH_OUT
15,668.18
C254338488
0
0
C12578032
1,176,199.2
1,191,867.38
0
0
397
PAYMENT
14,436.69
C189781705
0
0
M1487394504
0
0
0
0
383
PAYMENT
49,240.95
C1644332343
0
0
M134457288
0
0
0
0
284
CASH_OUT
109,012.58
C515988089
18,167
0
C1248211325
0
109,012.58
0
0
191
CASH_OUT
210,598.53
C1472005322
0
0
C1114222842
462,320.76
672,919.29
0
0
162
CASH_IN
39,707.94
C1897702466
531,849.59
571,557.53
C824414993
151,527.49
111,819.55
0
0
404
CASH_IN
87,235.91
C474749247
6,477,450.4
6,564,686.32
C1300350349
396,707.71
309,471.79
0
0
179
CASH_OUT
92,296.05
C1750799215
0
0
C1241010037
1,328,361.98
1,420,658.03
0
0
284
CASH_OUT
287,544.47
C1116191936
0
0
C1858093406
2,202,091.42
2,489,635.89
0
0
13
CASH_IN
17,543.02
C868090086
3,417,068.62
3,434,611.63
C2003728555
981,204.21
963,661.19
0
0
236
PAYMENT
5,587.73
C441139444
10,898
5,310.27
M1831184012
0
0
0
0
378
PAYMENT
2,348.73
C1229307153
10,905
8,556.27
M1209325040
0
0
0
0
12
CASH_OUT
408,676.3
C169631988
0
0
C496326379
3,376,949.99
3,785,626.29
0
0
383
PAYMENT
6,180.72
C1004299119
30,370
24,189.28
M1441115099
0
0
0
0
160
TRANSFER
228,579.41
C1257339165
0
0
C996340267
271,131.66
499,711.07
0
0
159
PAYMENT
5,286.39
C576982420
123,551
118,264.61
M805655166
0
0
0
0
261
CASH_OUT
78,563.49
C828379236
0
0
C25681150
396,974.55
475,538.03
0
0
94
PAYMENT
5,872.61
C1409641580
565,345
559,472.39
M1032830231
0
0
0
0
255
PAYMENT
10,485.31
C508262738
309,191.05
298,705.74
M2120763388
0
0
0
0
370
CASH_OUT
14,861.98
C913546497
80,450
65,588.02
C477634722
0
14,861.98
0
0
306
CASH_IN
117,901.57
C405864112
1,516,505.49
1,634,407.06
C1138608227
1,509,920.01
1,392,018.44
0
0
371
CASH_OUT
36,705.38
C398452444
308,406
271,700.62
C497352047
136,234.65
47,673.44
0
0
278
TRANSFER
261,871.09
C1220866552
160,069.02
0
C62010981
1,099,202.34
1,361,073.44
0
0
185
PAYMENT
8,492.27
C1922399791
12,006
3,513.73
M1232657374
0
0
0
0
22
PAYMENT
22,503.08
C954652426
22,080
0
M1325416743
0
0
0
0
331
CASH_OUT
281,037.39
C201875874
0
0
C784661973
2,102,012.14
2,383,049.53
0
0
186
TRANSFER
133,480.85
C125568650
50,193
0
C1605768745
1,631,148.65
1,764,629.5
0
0
258
PAYMENT
6,789.33
C1354066225
3,544.05
0
M1181625601
0
0
0
0
374
CASH_OUT
99,331.09
C1015102101
0
0
C934120590
2,538,215.99
2,637,547.09
0
0
11
CASH_OUT
37,426.94
C430137603
0
0
C846553803
559,932.76
491,696.13
0
0
41
CASH_IN
42,959.63
C1031947754
119,816
162,775.63
C1059931821
1,131.31
0
0
0
187
PAYMENT
10,262.4
C2090057238
441,846
431,583.6
M1277742764
0
0
0
0
141
CASH_IN
170,900.45
C1294755037
9,172,179.88
9,343,080.33
C2127814012
1,214,751.17
1,043,850.72
0
0
169
CASH_OUT
149,376.8
C1597532939
264,064
114,687.2
C1932579060
130,027.5
279,404.3
0
0
36
PAYMENT
3,330.51
C1564984241
0
0
M2011923944
0
0
0
0
190
CASH_OUT
78,802.82
C2035363989
174
0
C1599942863
361,778.84
440,581.66
0
0
16
CASH_OUT
6,630.62
C1935055561
11,602
4,971.38
C1485568243
3,415,682.06
3,927,599.71
0
0
279
CASH_IN
85,998.86
C553373966
4,335,926.51
4,421,925.37
C415117283
331,994.75
245,995.89
0
0
208
CASH_IN
140,664.77
C2121947767
5,312,394.09
5,453,058.86
C1586547371
364,090.87
223,426.1
0
0
256
CASH_OUT
41,656.5
C162748438
0
0
C882105614
50,034
91,690.5
0
0
330
PAYMENT
1,939.68
C779167040
136,984.48
135,044.8
M74204755
0
0
0
0
255
TRANSFER
455,025.78
C2053613214
15,675.32
0
C1411606423
10,233,074.69
10,688,100.47
0
0
13
CASH_OUT
285,998.97
C1607327694
113,633
0
C441149725
138,020.41
579,183.18
0
0
137
CASH_OUT
123,144.29
C1908038118
0
0
C303636519
1,815,766.36
1,938,910.65
0
0
492
CASH_IN
32,835.66
C1298134960
5,590,652.14
5,623,487.79
C459606544
202,004.14
169,168.48
0
0
16
CASH_IN
604,655.29
C1635448033
15,549,053.01
16,153,708.3
C645819421
20,317,906.47
19,559,832.02
0
0
187
CASH_IN
60,787.36
C793694863
5,989,614.87
6,050,402.22
C961625073
768,048.75
707,261.39
0
0
281
CASH_IN
54,324.16
C1562960493
11,739
66,063.16
C504584129
1,054,659.22
1,000,335.06
0
0
379
CASH_OUT
240,075.4
C283249140
19,917
0
C554777875
415,895.97
655,971.37
0
0
18
CASH_OUT
164,835.46
C1979758912
0
0
C1609796487
202,708
348,204.37
0
0
282
CASH_IN
19,082.86
C525375390
21,121,465.16
21,140,548.02
C1355466312
182,649.08
163,566.23
0
0
229
TRANSFER
629,547.59
C1851424018
17,690
0
C1994184016
236,977.8
931,640.81
0
0
274
CASH_IN
22,099.95
C1272229284
8,773,759.46
8,795,859.41
C323195462
465,023.55
442,923.6
0
0
12
CASH_OUT
60,538.99
C409184546
0
0
C572569470
1,123,875.13
1,184,414.11
0
0
33
TRANSFER
352,082.08
C1562401584
0
0
C975774677
1,641,511.63
1,993,593.71
0
0
155
CASH_OUT
101,831.22
C223136055
9,479
0
C794273208
739,154.39
1,398,107.22
0
0
329
PAYMENT
51,868.87
C475330567
51,599
0
M1395829170
0
0
0
0
13
CASH_OUT
24,860.66
C626985994
11,387
0
C318955795
235,302.78
508,538.15
0
0
406
PAYMENT
2,209.32
C832308238
0
0
M1614304874
0
0
0
0
252
PAYMENT
10,657.51
C1470969697
0
0
M446304575
0
0
0
0
136
PAYMENT
44,313.6
C1206597431
13,941
459,218.19
M130728861
0
0
0
0
331
CASH_IN
529,295.45
C2048103982
4,113,273.4
4,642,568.85
C1605433456
12,430,909.08
11,901,613.62
0
0
351
CASH_OUT
262,708.37
C1437657899
57,813.61
0
C1159364184
2,669,981.1
2,932,689.47
0
0