step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
453
TRANSFER
604,202.01
C1076297001
1,268,286.7
2,434,026.18
M1174486044
593,154.92
35.22
0
0
560
TRANSFER
268,075.55
C324854599
2,123,093.52
976,877.57
C966927194
675,560.19
10,429.54
0
0
278
PAYMENT
52,797.13
C793956886
0.02
35.06
C616397157
1,739,806.92
11,210.1
0
0
480
CASH_OUT
141,836.77
C1495456468
4,042,225.06
9,322,465.53
M306875527
5,100,138.91
2,674,681.44
0
0
262
TRANSFER
12,704.38
C349701496
80,804.68
17,766.17
C2074781931
845,958.48
1,830.82
0
0
343
PAYMENT
1,215.78
C1122656358
226,282.55
2,180,588.54
M1401384081
124,168.5
6.26
0
0
87
CASH_OUT
395,271.79
C811092524
18,118.77
4.06
C1424714732
1,855,595.18
2,555,180.9
0
0
17
TRANSFER
97,760.47
C478179775
954,907.29
8,612,528.07
C1989811701
1,205,895.43
3.19
0
0
161
TRANSFER
78,658
C1013800174
119,933.01
30,558.78
M1556287209
452,981.37
9,618.06
0
0
219
CASH_IN
571,658.18
C63203449
41,944.74
1,505,981.64
M1968766599
5,386,816.04
402,544.76
0
0
122
CASH_OUT
104,042.73
C1747102056
203.89
6,305.21
C246034407
7,484,361.1
12,869,286.68
0
0
66
PAYMENT
101,045.89
C1131187668
356,211.17
127,765.2
C331817600
1,462,204
29,116.79
0
0
272
CASH_OUT
135,500.67
C1278586266
1,888,075.76
4,079,072.7
M401637817
400,546.68
0
0
0
172
CASH_IN
254,175.89
C1500249785
38,405.94
165,716.13
C1003871463
1,987,750.24
188.45
0
0
573
CASH_IN
98,126.78
C1438532817
139,252.46
779,943.62
C610132193
5,480,850.29
6,228,852.46
0
0
75
CASH_IN
133,605.77
C1014505807
2,179,904.02
297,237.84
C1696423181
3,299,670.02
721,330.8
0
0
502
CASH_OUT
114,425.34
C1158271066
5,103.96
910,130.4
C293481633
1,428,725.29
317.94
0
0
171
CASH_IN
160,171.53
C1215842512
456,709.21
2,001,180.72
M180195525
1,809,526.92
19.2
0
0
72
PAYMENT
21,515.43
C1055959231
3,048,236.97
264,859.55
M862033278
632,020.69
6,112.38
0
0
124
CASH_IN
70,092.67
C278310429
3,297,067.04
11,877,896.33
C1047937174
401,698.5
116.61
0
0
167
CASH_OUT
353,081.1
C1840457061
1,227,917.67
793,311.04
C187749573
1,240,227.06
346,984.68
0
0
178
PAYMENT
55,379.31
C1881700201
128,001.4
719,966.94
M560245408
686,107.84
0
0
0
318
PAYMENT
105,026.78
C56344935
543,662.92
176,915.06
C919863910
2,277,249.24
10,082.23
0
0
133
CASH_OUT
1,133,610.95
C2110756417
8,264,060.04
5,909,436.98
C2144980559
2,523,590.32
77,939.63
0
0
350
CASH_IN
14,442.32
C1811681477
357,766.46
72,624.8
M1452696303
5,395,498.53
468,397.73
0
0
174
CASH_OUT
28,551.17
C158705540
1,502,015.44
3,627,458.92
C1568382288
2,237,994.69
630,401.97
0
0
200
CASH_OUT
5,378.55
C895743295
4.88
10.02
C2098880793
1,340,198.83
678,433.46
0
0
12
PAYMENT
122,099.13
C79420516
905.66
1,666.56
C1996231083
514,553.1
509.9
0
0
188
PAYMENT
139,677.23
C1261579281
15,285.32
69,599.45
C1709402773
1,008,969.23
1,115.28
0
0
416
PAYMENT
23,766.53
C182887487
1,114,482.29
4,560,002.54
M995838480
130,095.33
0
0
0
299
CASH_OUT
36,562.1
C1235344657
2,986,930.53
8,960,417.43
M1233639374
933,477.77
5.8
0
0
164
DEBIT
550,342.19
C2130746516
1,465.52
11,366.78
C11153774
3,109,657.39
721,266.99
0
0
276
CASH_OUT
43,798.1
C758411021
996,049.59
3,600,538.56
C27246623
2,996,446.19
303,024.5
0
0
83
CASH_IN
1,086,343.09
C1627863599
30,338.76
1,633,019.81
C2020152163
8,748,054.22
12,728,586.81
0
0
94
CASH_IN
669,404.92
C1858403615
6,583,882.29
7,919,697.83
C1930520384
3,200,148.77
2,007,114.22
0
0
294
CASH_IN
96,249.18
C2021469564
833,836.53
330,255.93
M1196018997
3,575,688.39
242,590.11
0
0
109
PAYMENT
354,917.87
C910588549
0.19
3.08
M933372519
2,120,607.51
799,671.99
0
0
743
PAYMENT
27.75
C1041820980
336,838.02
2,225,716.49
M1239668672
43,882.77
0
0
0
124
TRANSFER
178,362.47
C1840968342
0.77
1,911.67
M1193607162
1,980,619.4
957,775.06
0
0
150
CASH_IN
7,168.33
C316858571
3,937,165.7
6,821,933.39
C1105804428
316,412.83
0.01
0
0
194
PAYMENT
173,127.36
C1803467164
35.57
13,080.95
C316659945
2,842,986.66
41,875.88
0
0
298
CASH_IN
299,389.08
C1728507084
37,520.98
15,300.17
M1503671359
2,063,690.28
241,522.43
0
0
72
CASH_OUT
131,817.03
C355889835
734,196.04
135,779.48
C1406230189
1,382,182.32
1,971,799.97
0
0
353
PAYMENT
783.42
C1647923718
4,382.8
184,341.04
C361279484
55,005.06
0
0
0
67
PAYMENT
103,662.33
C180777163
1.99
214.93
C399071326
14,049.46
0
0
0
510
CASH_OUT
55,581.92
C270457884
2,909,197.61
1,055,766.59
M1648606785
2,185,134.31
8,457.02
0
0
97
PAYMENT
20,017.85
C457381810
82,254.93
454,877.43
M61407543
37,363.63
0
0
0
122
CASH_OUT
118,759.87
C1980397886
1.43
11,264.73
C2047689036
497,395.06
0
0
0
248
CASH_OUT
426,225.95
C951559838
363,781.55
1,700,877.15
C999827956
4,168,446.74
90,976.89
0
0
369
TRANSFER
351.49
C1760834570
1,166,646.9
1,322,998.41
C1203041280
496,768.99
212.57
0
0
181
PAYMENT
357,589.13
C1758161521
1,017,698.99
1,089,803.47
C1855774937
276,164.47
0
0
0
372
CASH_OUT
92,983.46
C787516033
191,919.76
869,634.35
M141468044
1,605,514.34
5,649.46
0
0
76
CASH_OUT
76,492.26
C809329154
8,023.76
2,961,131.38
C391425917
4,822,301.93
17,457.92
0
0
437
CASH_IN
1,058,548.57
C207261264
119,210.09
896,425.91
M1243005605
3,619,546.96
2,304,608.99
0
0
31
CASH_OUT
473,119.43
C1800733393
131,606.29
126,537.37
C1543348378
2,031,216.38
325,213.74
0
0
206
CASH_OUT
207,972.92
C436539196
5.9
120,391.35
C783138693
2,503,471.16
133,856.46
0
0
223
CASH_IN
145,216.39
C74252513
289,274.63
744,418.59
C1972301
977,896.82
2,640.67
0
0
183
CASH_OUT
161,178.83
C18798529
755,289.65
104,961.61
C1004313842
760,899.12
60.21
0
0
261
TRANSFER
193,307.01
C1936566221
385,210.96
475,279.13
C854155300
637,300.38
52,944.37
0
0
287
PAYMENT
715.99
C1898123103
137,671.98
509,141.5
M2133693062
757.02
0
0
0
65
TRANSFER
4,066.98
C75171119
3.32
199,769.1
M938877918
3,882,172.5
10,416.45
0
0
381
CASH_OUT
95,015.71
C1400938182
89.11
23,929.65
M1857822250
1,768,328.43
6,540.2
0
0
22
CASH_IN
125,176.18
C1599693156
44,327.71
433,797.23
C1447738509
5,253,285.55
21,459.45
0
0
122
PAYMENT
734.26
C399640221
458,610.89
788,718.14
M1031177256
54,624.8
0
0
0
252
PAYMENT
72,918.68
C572116512
0.02
0
M1279350090
808,597.17
1,207
0
0
264
PAYMENT
1,989.72
C1931331962
764,141.39
3,833,979.45
M376866359
604,866.85
0.32
0
0
184
PAYMENT
13,854.41
C407390511
115.12
316.83
M1845847953
1,108,103.36
2,105.34
0
0
294
PAYMENT
3,877.37
C1330118204
0.03
408.02
M679271723
310,351.98
0
0
0
243
PAYMENT
13.21
C721909509
259.67
1,277.31
C2145888950
2,545.22
0
0
0
192
PAYMENT
451,174.4
C2094956886
1,895.82
7,048.4
M1577205613
121,571.58
0
0
0
237
CASH_OUT
232,302.06
C669470583
4,905.12
606,073.75
C803211309
4,893,664.64
206,918.27
0
0
260
CASH_IN
708,426.33
C1708641839
8,316,559.17
11,666,964.07
C1233092832
6,666,092.35
6,931,831.68
0
0
89
PAYMENT
477.96
C1626818430
98,059.32
185,181.55
M1179953689
304,783.12
0
0
0
315
PAYMENT
30,193.47
C1831788520
863,057.62
1,364,906.35
M511823203
1,024,321.23
993.91
0
0
121
CASH_OUT
2,694.79
C56245179
1,720,529.8
1,594,484.25
C1663075438
322,101.03
0.01
0
0
45
PAYMENT
1,592.83
C1978598561
316.48
318,492.33
C31813215
4,507.99
0
0
0
79
CASH_OUT
152,351.27
C727457560
365,750.74
837,147.84
C1627318608
3,210,979.86
96,294.72
0
0
306
CASH_IN
220,545.77
C2081601058
3,831,359.72
3,145,903.41
C396348399
2,352,682.47
645,103.01
0
0
185
DEBIT
18,108.5
C1744686279
6,261,888.51
2,092,788.97
C803208532
1,070,232.57
1,272,985.41
0
0
573
CASH_IN
348,584.08
C1795709800
1,986,488.2
1,119,894.83
C101333525
1,662,572.59
19,691.33
0
0
612
CASH_OUT
42,325.07
C1170804442
1,285,163.1
907,306.04
M888411664
1,099,198.03
12.1
0
0
42
PAYMENT
72,346.47
C403725383
3,275,833.02
13,637,045.02
C589464091
533,862.9
105.41
0
0
70
PAYMENT
437,016.05
C924728912
7,132.57
275.4
C2116097153
95,473.84
10.58
0
0
689
CASH_OUT
746,121.32
C50674180
227,495.88
26,514.53
C1639830242
9,672,741.14
5,636,485.88
0
0
558
CASH_OUT
232,299.22
C1145876351
619,241.91
1,003,073.19
C2001292440
2,051,919.13
11,442.69
0
0
202
PAYMENT
15,407.06
C200390428
49.74
2.96
M1921743604
243,982.74
3,625.8
0
0
317
CASH_OUT
243,821.39
C1602377379
2,194,881.65
5,283,411.41
C810140652
1,092,593.28
233.71
0
0
107
CASH_OUT
287,098.2
C1570068629
58.34
1,227.24
C1393697035
3,373,476.47
5,390.66
0
0
141
CASH_IN
145,919.66
C756117688
5,484,287.52
8,620,203.4
C1462500732
3,256,420.57
34,880.43
0
0
411
CASH_OUT
510,436.67
C1704783824
577.5
32.62
C1535007005
11,952,674.53
36,122,916.8
0
0
54
PAYMENT
17,274.45
C136745539
46,388.98
39,429.32
C417964157
935,301.05
1.46
0
0
398
CASH_OUT
13,170.81
C1073082013
133,706.74
8,867,909.71
M2119580075
1,780,760.67
0.28
0
0
40
PAYMENT
136,850.14
C402461760
6,347.91
290,022.02
C1320586312
1,018,194.16
6.02
0
0
71
CASH_IN
176,943.59
C1282707796
6,366,678.51
9,068,573.99
C41899748
1,428,261.21
22.86
0
0
208
PAYMENT
10,483.38
C1258329206
12,525.14
821,688.84
C836637804
426,888.89
0.02
0
0
131
CASH_OUT
6,221.61
C97675620
46,194.12
1,875,941.01
C1458617965
436,618.96
145.4
0
0
225
CASH_OUT
169,768.08
C1590838343
1,997,663.92
1,147,369.34
M517468180
3,271,609.49
2,577,056.28
0
0
362
CASH_OUT
220,889.16
C1651323526
119,516.33
2,434,099.69
C976181804
537,180.13
33.14
0
0
376
PAYMENT
13,015.98
C653601705
649,696.97
57,033.92
C1381946570
110,647.5
0
0
0
233
CASH_OUT
35,958.27
C529870598
243,339.82
9,785,952.93
M712988815
884,725.53
207.04
0
0