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
692
TRANSFER
778,655.76
C697092711
0
0
C750214026
3,554,773.36
4,333,429.13
0
0
692
TRANSFER
156,220.86
C114990547
0
0
C1219458117
1,084,363.5
1,240,584.36
0
0
692
TRANSFER
773,201.82
C388894197
0
0
C1750794389
986,686.46
1,759,888.28
0
0
692
TRANSFER
86,431.53
C1900751499
0
0
C544951780
1,212,625.72
1,299,057.25
0
0
692
TRANSFER
197,395.35
C1046153527
0
0
C1441507177
960,410.96
1,157,806.32
0
0
692
TRANSFER
317,991.75
C1824337706
0
0
C1443185194
523,266.15
841,257.9
0
0
692
TRANSFER
375,085.62
C194758381
0
0
C1717125618
1,277,861.71
1,652,947.34
0
0
692
TRANSFER
440,135.59
C598518375
0
0
C1616201785
2,853,818.7
3,293,954.28
0
0
692
TRANSFER
691,395.72
C1171787156
0
0
C424999728
34,324,610.68
35,016,006.41
0
0
692
TRANSFER
361,028.26
C1083817594
0
0
C717190458
577,425.18
938,453.44
0
0
692
TRANSFER
293,091.9
C367043626
0
0
C1102997175
967,769.06
1,260,860.95
0
0
692
TRANSFER
5,172.52
C1398393699
0
0
C1326487936
1,267,216.7
1,272,389.23
0
0
692
TRANSFER
595,473.57
C1449711665
0
0
C1129915513
850,084.42
1,445,557.99
0
0
692
TRANSFER
314,156.12
C1527760616
0
0
C703555649
1,457,145.37
1,771,301.49
0
0
692
TRANSFER
837,169.75
C1272899671
0
0
C9845686
8,748,078.54
9,585,248.29
0
0
692
TRANSFER
7,314.4
C1447108764
0
0
C1389487270
3,751,518.59
3,758,832.99
0
0
692
TRANSFER
88,658.81
C1182323509
0
0
C1901260603
261,162.44
349,821.24
0
0
692
TRANSFER
399,554.85
C1675982228
0
0
C1013161690
659,161.12
1,058,715.97
0
0
692
TRANSFER
319,739.23
C1598404079
0
0
C592891516
527,395.18
847,134.4
0
0
692
TRANSFER
292,997.29
C6241115
0
0
C370188458
461,821.77
754,819.06
0
0
692
TRANSFER
401,469.33
C12493086
141,483
0
C47787200
4,311,402.92
4,712,872.26
0
0
692
CASH_OUT
31,591.29
C1220492616
6,020
0
C2011153270
265,294.33
296,885.62
0
0
692
CASH_IN
145,710.3
C975639421
153
145,863.3
C1577670480
0
0
0
0
692
CASH_IN
12,050.39
C1130066561
124,117
136,167.39
C967857908
95,174.64
83,124.25
0
0
692
CASH_IN
220,635.36
C907578789
136,167.39
356,802.74
C1681196388
745,453.82
524,818.47
0
0
692
CASH_IN
56,158.7
C133997395
356,802.74
412,961.44
C61621193
188,803.16
132,644.46
0
0
692
CASH_IN
290,732.72
C88273962
412,961.44
703,694.16
C106366603
718,478.61
427,745.9
0
0
692
CASH_IN
91,788.59
C496324985
703,694.16
795,482.75
C1080521120
1,304,716.14
1,212,927.55
0
0
692
CASH_IN
308,623.76
C1863488203
795,482.75
1,104,106.51
C1774318025
3,213,651.33
2,905,027.57
0
0
692
CASH_IN
54,160.26
C227951169
1,104,106.51
1,158,266.77
C984214101
145,863.34
91,703.08
0
0
692
CASH_IN
160,291.84
C535233661
1,158,266.77
1,318,558.61
C477020728
1,056,515.48
896,223.65
0
0
692
CASH_IN
46,609.13
C684626017
1,318,558.61
1,365,167.74
C1392871886
684,271.51
637,662.38
0
0
692
CASH_IN
360,743.67
C1404160889
1,365,167.74
1,725,911.41
C726204276
1,132,446.2
771,702.53
0
0
692
CASH_IN
115,576.06
C1820987140
1,725,911.41
1,841,487.47
C712284119
5,241,312.74
5,125,736.68
0
0
692
CASH_IN
204,569.43
C1273575940
1,841,487.47
2,046,056.91
C1520178672
496,080.84
291,511.41
0
0
692
CASH_IN
46,919.49
C393799296
2,046,056.91
2,092,976.4
C1492991955
51,382.47
4,462.98
0
0
692
CASH_IN
64,172.38
C1246698773
2,092,976.4
2,157,148.78
C1118400176
6,983,171.97
6,918,999.59
0
0
692
CASH_IN
105,511.78
C1979828599
2,157,148.78
2,262,660.56
C1868618389
5,620,473.09
5,514,961.3
0
0
692
CASH_IN
208,488.35
C1950020777
2,262,660.56
2,471,148.91
C352711661
1,054,141.88
845,653.53
0
0
692
CASH_IN
55,611.87
C606486600
2,471,148.91
2,526,760.78
C1954046882
1,386,728.36
1,331,116.48
0
0
692
CASH_IN
146,820.79
C380847724
2,526,760.78
2,673,581.57
C290208896
2,960,213.63
2,813,392.84
0
0
692
CASH_IN
49,129.35
C1845587900
2,673,581.57
2,722,710.93
C340212888
158,605.96
109,476.6
0
0
692
CASH_IN
158,498.76
C1304248681
2,722,710.93
2,881,209.69
C1727301689
9,027,086.46
8,868,587.69
0
0
692
CASH_IN
357,861.27
C1527737494
2,881,209.69
3,239,070.96
C1918843556
3,363,305.64
3,005,444.37
0
0
692
CASH_IN
136,791.65
C1468256701
3,239,070.96
3,375,862.61
C182058332
278,327.34
141,535.7
0
0
692
CASH_IN
42,987.23
C848967806
3,375,862.61
3,418,849.84
C635685466
61,150.3
18,163.07
0
0
692
CASH_IN
174,973.42
C361468237
3,418,849.84
3,593,823.27
C4285422
711,211.51
536,238.09
0
0
692
CASH_IN
64,747.41
C893396150
3,593,823.27
3,658,570.67
C237950334
109,602.18
44,854.78
0
0
692
CASH_IN
109,051.92
C2089223578
3,658,570.67
3,767,622.59
C424337388
1,145,327.7
1,036,275.78
0
0
692
CASH_IN
240,775.89
C532519868
3,767,622.59
4,008,398.48
C1692469377
303,438.02
62,662.13
0
0
692
CASH_IN
16,030.94
C1458921727
4,008,398.48
4,024,429.42
C1825740081
5,763,415.97
5,747,385.03
0
0
692
CASH_IN
35,869.47
C1646566147
4,024,429.42
4,060,298.89
C1464290562
554,534.44
518,664.97
0
0
692
CASH_IN
121,482.9
C650901768
4,060,298.89
4,181,781.79
C1442648003
9,689,490.42
9,568,007.51
0
0
692
CASH_IN
1,845.6
C1431893526
4,181,781.79
4,183,627.4
C1912550987
246,468.44
244,622.84
0
0
692
CASH_IN
14,613.74
C676828890
4,183,627.4
4,198,241.14
C64497412
63,072.5
48,458.75
0
0
692
CASH_IN
281,632.6
C1852701776
4,198,241.14
4,479,873.75
C1306426451
1,069,517.13
787,884.52
0
0
692
CASH_IN
240,209.45
C395791148
4,479,873.75
4,720,083.2
C829454490
468,922
228,712.55
0
0
692
CASH_IN
42,357.85
C99481486
4,720,083.2
4,762,441.04
C987807300
1,567,762.45
1,525,404.6
0
0
692
CASH_IN
45,917.3
C286806191
4,762,441.04
4,808,358.35
C371949747
314,423.47
268,506.17
0
0
692
CASH_IN
23,079.44
C278307232
4,808,358.35
4,831,437.78
C1039601366
4,044,660.27
4,021,580.83
0
0
692
CASH_IN
17,077.72
C1031095989
4,831,437.78
4,848,515.5
C1043103700
35,217.05
18,139.33
0
0
692
CASH_IN
35,481.97
C1464768274
4,848,515.5
4,883,997.47
C1251845594
1,012,959.99
977,478.02
0
0
692
CASH_IN
70,040.68
C67119228
4,883,997.47
4,954,038.16
C951626798
5,597,259.66
5,527,218.98
0
0
692
CASH_IN
126,345.92
C557712125
4,954,038.16
5,080,384.07
C1821415938
2,099,297.84
1,972,951.92
0
0
692
CASH_IN
67,513.12
C921282689
5,080,384.07
5,147,897.2
C830387938
74,635.82
7,122.7
0
0
692
CASH_IN
74,273.83
C356273993
5,147,897.2
5,222,171.03
C1384477584
4,269,379.48
4,195,105.65
0
0
692
CASH_IN
454,463.66
C284874330
5,222,171.03
5,676,634.68
C1144057811
7,465,962.57
7,011,498.92
0
0
692
CASH_IN
8,787.64
C1090656082
5,676,634.68
5,685,422.32
C207057128
483,768.47
474,980.83
0
0
692
CASH_IN
46,031.7
C978584147
5,685,422.32
5,731,454.02
C1509093852
417,355.03
371,323.33
0
0
692
CASH_IN
239,349.3
C1298482263
5,731,454.02
5,970,803.33
C735544943
431,831.04
192,481.74
0
0
692
CASH_IN
16,810.57
C199951271
5,970,803.33
5,987,613.9
C1079129081
5,304,485.12
5,287,674.55
0
0
692
CASH_IN
24,381.1
C1518480655
5,987,613.9
6,011,995
C295988224
1,146,266.46
1,121,885.36
0
0
692
CASH_IN
337,640.3
C1079966358
6,011,995
6,349,635.3
C284581025
1,211,436.96
873,796.66
0
0
692
CASH_IN
60,060.02
C662591798
6,349,635.3
6,409,695.32
C146815207
4,897,376.58
4,837,316.56
0
0
692
CASH_IN
3,334.35
C1952153669
6,409,695.32
6,413,029.67
C1644359200
298,640.57
295,306.22
0
0
692
CASH_IN
84,190.98
C1073361300
6,413,029.67
6,497,220.65
C693669582
4,161,673.37
4,077,482.4
0
0
692
CASH_IN
112,310.08
C138933943
6,497,220.65
6,609,530.73
C1777081615
256,244.1
143,934.02
0
0
692
CASH_IN
1,181.14
C1571137888
6,609,530.73
6,610,711.87
C978548245
442,078.54
440,897.4
0
0
692
CASH_IN
275,357.81
C1968460601
6,610,711.87
6,886,069.68
C1559412554
3,015,268.02
2,739,910.21
0
0
692
CASH_IN
93,925.26
C466397846
6,886,069.68
6,979,994.94
C1960856237
184,750.42
90,825.15
0
0
692
CASH_IN
346,671.25
C738792726
6,979,994.94
7,326,666.19
C1852656998
1,710,041.79
1,363,370.54
0
0
692
CASH_IN
114,542.31
C1553422174
7,326,666.19
7,441,208.51
C1485168322
1,076,122.22
961,579.9
0
0
692
CASH_IN
231,671.29
C185404014
7,441,208.51
7,672,879.79
C70107336
3,347,289.71
3,115,618.42
0
0
692
CASH_IN
27,573.3
C1978370435
7,672,879.79
7,700,453.09
C134229239
4,090,891.07
4,063,317.77
0
0
692
CASH_OUT
252,128.29
C288261005
42,043
0
C728602054
257,625.16
509,753.45
0
0
692
PAYMENT
16,932.74
C2011499345
36,399
19,466.26
M349712825
0
0
0
0
692
PAYMENT
24,999.65
C1029051696
8,290
0
M1476516860
0
0
0
0
692
CASH_OUT
11,372.75
C123862062
1,018
0
C1138252126
0
11,372.75
0
0
692
CASH_OUT
244,994.32
C1382109314
0
0
C555516333
385,047.41
630,041.73
0
0
692
CASH_IN
170,737.89
C1603481707
9,981
180,718.89
C1529110417
0
0
0
0
692
CASH_IN
174,532.96
C161209950
180,718.89
355,251.85
C1631944400
1,302,857.78
1,128,324.81
0
0
692
CASH_IN
211,130.86
C18072527
355,251.85
566,382.72
C1857128616
8,006,429.04
7,795,298.17
0
0
692
CASH_IN
144,370.52
C1504605743
566,382.72
710,753.24
C664346679
2,153,287.93
2,008,917.41
0
0
692
CASH_IN
44,664.71
C527963417
710,753.24
755,417.95
C1794111268
1,360,902.24
1,316,237.53
0
0
692
CASH_IN
1,003.62
C1212567942
755,417.95
756,421.57
C1693259698
567,364.06
566,360.44
0
0
692
CASH_IN
38,545.75
C1465183994
756,421.57
794,967.32
C2025818195
1,397,955.86
1,359,410.11
0
0
692
CASH_IN
3,307.64
C2111960369
794,967.32
798,274.96
C1090269608
10,073,205.93
10,069,898.29
0
0
692
CASH_IN
178,688.23
C586082121
798,274.96
976,963.19
C590995675
321,286.8
142,598.57
0
0
692
CASH_IN
328,687.04
C1482574067
976,963.19
1,305,650.23
C19353618
1,210,070.54
881,383.5
0
0
692
CASH_IN
140,505.49
C680353340
1,305,650.23
1,446,155.72
C1780592831
5,542,328.18
5,401,822.68
0
0