step
int64
1
743
type
stringclasses
5 values
amount
float64
0
92.4M
nameOrig
stringlengths
5
11
oldbalanceOrg
float64
0
59.6M
newbalanceOrig
float64
0
49.6M
nameDest
stringlengths
2
11
oldbalanceDest
float64
0
356M
newbalanceDest
float64
0
356M
isFraud
int64
0
1
isFlaggedFraud
int64
0
1
8
CASH_IN
551,945.96
C379789876
5,576,883.6
6,128,829.56
C1833467691
1,881,098.08
1,329,152.12
0
0
8
CASH_IN
86,243.3
C1688655731
6,128,829.56
6,215,072.86
C1890258988
637,994.49
551,751.19
0
0
8
CASH_IN
59,897.89
C1041687077
6,215,072.86
6,274,970.75
C599726537
588,098.23
528,200.34
0
0
8
CASH_IN
129,183.56
C1988249138
6,274,970.75
6,404,154.31
C1272615921
294,733.3
165,549.74
0
0
8
CASH_IN
75,720.67
C2042591316
6,404,154.31
6,479,874.97
C711850930
135,106.25
59,385.58
0
0
8
CASH_IN
169,802.51
C737162591
6,479,874.97
6,649,677.48
C1703397679
361,514.28
0
0
0
8
CASH_IN
184,157.95
C578743758
6,649,677.48
6,833,835.43
C483817115
10,198,506.1
10,014,348.15
0
0
8
CASH_IN
201,733.89
C1185516645
6,833,835.43
7,035,569.32
C207471579
812,034.36
610,300.47
0
0
8
CASH_IN
58,559.75
C1154883900
7,035,569.32
7,094,129.06
C1245522769
2,046,571.4
1,988,011.66
0
0
8
CASH_IN
7,517.25
C1856421428
7,094,129.06
7,101,646.31
C875761527
1,246,459.52
1,238,942.28
0
0
8
CASH_IN
69,086.84
C996359859
7,101,646.31
7,170,733.15
C1503386238
586,596.75
517,509.91
0
0
8
CASH_IN
103,873.65
C832784158
7,170,733.15
7,274,606.79
C320737482
239,773.97
0
0
0
8
CASH_IN
72,156.23
C1149849559
7,274,606.79
7,346,763.03
C1696218625
470,889.1
398,732.86
0
0
8
CASH_IN
215,909.38
C528813676
7,346,763.03
7,562,672.41
C1839337592
2,401,771.86
2,185,862.48
0
0
8
CASH_IN
78,031.22
C1035025801
7,562,672.41
7,640,703.62
C1935365522
612,008.25
533,977.04
0
0
8
CASH_IN
106,888.08
C377554582
7,640,703.62
7,747,591.7
C796028148
642,961.71
536,073.63
0
0
8
CASH_IN
65,818.56
C410518630
7,747,591.7
7,813,410.27
C1994035663
155,657.78
89,839.22
0
0
8
CASH_IN
138,231.45
C800694123
7,813,410.27
7,951,641.72
C1247658278
1,271,860.73
1,133,629.28
0
0
8
CASH_IN
9,729.59
C466661984
7,951,641.72
7,961,371.31
C824197891
1,503,309.35
1,577,892.84
0
0
8
CASH_IN
48,894.35
C91992634
7,961,371.31
8,010,265.66
C1346667529
61,899.11
13,004.76
0
0
8
CASH_IN
75,363.69
C1576590791
8,010,265.66
8,085,629.35
C186847111
167,282.63
91,918.95
0
0
8
CASH_IN
127,344.6
C1046037460
8,085,629.35
8,212,973.95
C1157297801
133,352.78
6,008.17
0
0
8
CASH_IN
208,071.45
C545568205
8,212,973.95
8,421,045.4
C1930040331
670,556.8
462,485.35
0
0
8
CASH_IN
4,761.01
C2025204101
8,421,045.4
8,425,806.41
C824781215
85,517.56
80,756.55
0
0
8
CASH_IN
71,609.42
C1673254321
8,425,806.41
8,497,415.83
C118648358
1,020,320.48
948,711.06
0
0
8
CASH_IN
157,073.56
C386432497
8,497,415.83
8,654,489.39
C1838584624
12,046,849.81
11,889,776.25
0
0
8
CASH_IN
341,099.26
C312973312
8,654,489.39
8,995,588.65
C2073764942
2,729,532.73
2,388,433.48
0
0
8
CASH_IN
73,555.98
C1536451024
8,995,588.65
9,069,144.63
C1672788422
187,750.49
114,194.51
0
0
8
CASH_IN
280,224.91
C1715417422
9,069,144.63
9,349,369.54
C2013854563
2,786,271.9
2,506,046.99
0
0
8
CASH_IN
199,238.01
C839659405
9,349,369.54
9,548,607.55
C2095032356
230,464.81
31,226.81
0
0
8
CASH_IN
274,216.62
C474334804
9,548,607.55
9,822,824.16
C1682576062
641,148.94
366,932.33
0
0
8
CASH_IN
212,265.06
C1688710893
9,822,824.16
10,035,089.22
C275925618
384,277.74
172,012.68
0
0
8
CASH_IN
373,415.45
C2072856182
10,035,089.22
10,408,504.67
C294900736
757,861.56
384,446.11
0
0
8
PAYMENT
8,507.13
C674135757
107,030
98,522.87
M451640058
0
0
0
0
8
PAYMENT
6,467.1
C1138913164
61,979.14
55,512.04
M1380794224
0
0
0
0
8
PAYMENT
2,319.76
C156167138
55,512.04
53,192.28
M1211333787
0
0
0
0
8
TRANSFER
737,578.8
C410903582
32,363
0
C904383922
1,328,040.22
2,065,619.02
0
0
8
PAYMENT
5,352.54
C594607838
35,423
30,070.46
M1562316969
0
0
0
0
8
PAYMENT
259.95
C236677173
51,016
50,756.05
M2033266940
0
0
0
0
8
PAYMENT
7,819.67
C1561569034
14,627
6,807.33
M2016177753
0
0
0
0
8
TRANSFER
349,596.1
C757328809
20,418
0
C1223591088
0
0
0
0
8
PAYMENT
21,730.55
C1575327777
0
0
M487481184
0
0
0
0
8
TRANSFER
1,381,078.66
C114009150
1,268
0
C1636050357
0
1,381,078.66
0
0
8
CASH_IN
229,534.98
C872901101
82,761.83
312,296.81
C899625985
106,696.42
0
0
0
8
PAYMENT
11,722.35
C1171446748
312,296.81
300,574.46
M709388633
0
0
0
0
8
TRANSFER
17,706.86
C1903805050
10,583
0
C1740509828
0
0
0
0
8
PAYMENT
8,677.81
C2118026681
84,819
76,141.19
M761380249
0
0
0
0
8
PAYMENT
12,737.82
C1149901773
55,763.74
43,025.93
M2069855028
0
0
0
0
8
CASH_OUT
267,295.49
C1908812459
43,025.93
0
C1722141669
851,253.87
1,118,549.36
0
0
8
CASH_OUT
207,000.71
C1366019199
0
0
C1046102247
1,487,019.79
1,694,020.5
0
0
8
PAYMENT
1,529.44
C1168896492
104,938
103,408.56
M1169007798
0
0
0
0
8
CASH_OUT
112,322.19
C100556250
532
0
C87923441
19,914.82
132,237.02
0
0
8
CASH_OUT
15,914.79
C175726894
0
0
C769298867
183,910.59
199,825.38
0
0
8
CASH_OUT
251,896.73
C273138972
0
0
C508000580
1,126,555.48
1,547,638.64
0
0
8
PAYMENT
6,020.26
C946293686
12,696
6,675.74
M1333842413
0
0
0
0
8
CASH_IN
109,639.09
C246524194
391,476
501,115.09
C2088652549
21,224
0
0
0
8
CASH_IN
270,796.78
C544273101
40,488
311,284.78
C281656657
145,686.84
0
0
0
8
PAYMENT
7,110.15
C575158158
28,557.25
21,447.1
M1804502419
0
0
0
0
8
PAYMENT
449.38
C1752553849
21,447.1
20,997.71
M1328855072
0
0
0
0
8
PAYMENT
14,246.45
C748880399
20,605.55
6,359.11
M866039829
0
0
0
0
8
PAYMENT
9,881.76
C1969619214
6,359.11
0
M528044602
0
0
0
0
8
PAYMENT
11,487
C738105504
4,667,290.29
4,655,803.29
M1843844058
0
0
0
0
8
CASH_OUT
192,460.97
C676184345
4,655,803.29
4,463,342.32
C1234059684
396,180.63
588,641.6
0
0
8
PAYMENT
17,537.63
C2104540840
31,026
13,488.37
M580129342
0
0
0
0
8
CASH_OUT
281,866.49
C2042068405
244,343
0
C180183079
0
281,866.49
0
0
8
PAYMENT
2,167.71
C1060384403
218,161.45
215,993.74
M1195987491
0
0
0
0
8
CASH_OUT
78,004.81
C1162784022
215,993.74
137,988.93
C1178471274
2,018,989.97
2,096,994.78
0
0
8
CASH_OUT
333,459.72
C123091679
137,988.93
0
C381390837
1,019,674.37
1,353,134.08
0
0
8
PAYMENT
10,067.4
C428399632
1,515
0
M350047560
0
0
0
0
8
PAYMENT
13,351.85
C608920792
11,935
0
M318579276
0
0
0
0
8
TRANSFER
1,475,918.11
C1305089119
4,442
0
C341552838
287,131.35
1,916,366.83
0
0
8
PAYMENT
24,030.26
C855877539
0
0
M1276209343
0
0
0
0
8
CASH_IN
70,090.81
C923126835
242,549
312,639.81
C451433836
0
0
0
0
8
PAYMENT
12,784.01
C712007264
271
0
M73452082
0
0
0
0
8
PAYMENT
21,580.92
C1140006545
17,192
0
M1510876808
0
0
0
0
8
CASH_OUT
175,058.98
C1923473655
308,613
133,554.02
C810576909
0
175,058.98
0
0
8
PAYMENT
7,000.05
C1880528331
539,007.34
532,007.3
M734661326
0
0
0
0
8
CASH_IN
180,859.05
C5981017
532,007.3
712,866.34
C1777285191
302,876.49
122,017.44
0
0
8
CASH_IN
81,707.69
C1562687997
712,866.34
794,574.03
C1286885448
157,551.02
0
0
0
8
CASH_IN
138,633.2
C425252703
794,574.03
933,207.23
C1161865950
2,215,316.84
2,076,683.64
0
0
8
PAYMENT
20,538.84
C1648308928
45,945
25,406.16
M950330453
0
0
0
0
8
PAYMENT
2,598.37
C1085757933
51,033
48,434.63
M529173643
0
0
0
0
8
CASH_OUT
242,818.69
C70784136
5,740
0
C284399568
1,247,364.27
1,490,182.95
0
0
8
PAYMENT
9,711.25
C463592982
0
0
M1638110398
0
0
0
0
8
CASH_OUT
138,674.42
C705077973
103,458
0
C1766597604
0
138,674.42
0
0
8
CASH_IN
330,985.59
C1851682633
21,393
352,378.59
C75457651
654,238.9
323,253.31
0
0
8
CASH_OUT
200,546.72
C2065321466
286
0
C505855829
67,329.09
267,875.81
0
0
8
TRANSFER
459,051.6
C107032643
21,327
0
C1298177219
1,159,580.37
1,618,631.97
0
0
8
PAYMENT
7,927.51
C426654288
103,961
96,033.49
M72821267
0
0
0
0
8
PAYMENT
2,746.92
C755749630
916
0
M577178676
0
0
0
0
8
CASH_OUT
279,200.63
C1244860050
0
0
C414409410
1,434,100.02
1,713,300.65
0
0
8
CASH_OUT
40,245.49
C1997120117
0
0
C130777353
90,323.79
130,569.28
0
0
8
CASH_OUT
287,325.19
C73794120
0
0
C551545010
405,109.6
692,434.8
0
0
8
CASH_OUT
150,750.52
C511354972
0
0
C1014923261
1,066,412.48
1,434,633.69
0
0
8
CASH_OUT
290,668.34
C1282372255
0
0
C2036368507
306,852.38
597,520.72
0
0
8
CASH_OUT
6,359.06
C1993304941
0
0
C194988831
238,560.35
244,919.41
0
0
8
CASH_OUT
258,010.49
C1116685246
0
0
C803116137
23,510,097.39
23,768,107.88
0
0
8
CASH_OUT
314,780.67
C159132667
0
0
C1852790850
1,318,653.75
1,633,434.42
0
0
8
CASH_OUT
296,291.26
C1051745217
0
0
C1238707698
8,737,558.88
9,033,850.14
0
0
8
CASH_OUT
177,666.58
C866765689
0
0
C1866827563
3,880,312.5
4,057,979.08
0
0