time_ind
int64
transac_type
string
amount
float64
src_acc
string
src_bal
float64
src_new_bal
float64
dst_acc
string
dst_bal
float64
dst_new_bal
float64
is_fraud
int64
is_flagged_fraud
int64
1
TRANSFER
194,351.55
acc5254232
59
0
acc1121170
10,389.58
51,574.35
0
0
1
PAYMENT
1,039.62
acc6501989
441,531.91
440,492.28
acc6518392
0
0
0
0
1
CASH_OUT
230,943.69
acc1334449
440,492.28
209,548.6
acc379340
3,288,156.14
3,726,770.23
0
0
1
PAYMENT
6,904.63
acc2771385
1,819,729.64
1,812,825.01
acc8306559
0
0
0
0
1
PAYMENT
3,065.84
acc2703675
1,812,825.01
1,809,759.18
acc1768800
0
0
0
0
1
PAYMENT
5,641.56
acc1334502
1,809,759.18
1,804,117.61
acc6929865
0
0
0
0
1
PAYMENT
3,422.04
acc4310525
1,804,117.61
1,800,695.57
acc3134061
0
0
0
0
1
PAYMENT
1,380.16
acc5969096
1,800,695.57
1,799,315.42
acc4608552
0
0
0
0
1
PAYMENT
681.05
acc2548563
1,799,315.42
1,798,634.37
acc8541505
0
0
0
0
1
PAYMENT
2,064.02
acc1873295
1,798,634.37
1,796,570.34
acc2316080
0
0
0
0
1
PAYMENT
12,605.06
acc7823482
1,796,570.34
1,783,965.28
acc4251731
0
0
0
0
1
PAYMENT
8,923.42
acc8308275
1,783,965.28
1,775,041.86
acc1005867
0
0
0
0
1
PAYMENT
7,761.72
acc830770
1,775,041.86
1,767,280.15
acc8808785
0
0
0
0
1
PAYMENT
2,274.37
acc2042673
134,958
132,683.63
acc4526343
0
0
0
0
1
PAYMENT
10,273.19
acc6337226
159,642
149,368.81
acc6724806
0
0
0
0
1
PAYMENT
2,673.52
acc2332651
51,875
49,201.48
acc7218288
0
0
0
0
1
PAYMENT
6,022.64
acc4179680
50,952
44,929.36
acc6088554
0
0
0
0
1
DEBIT
891.93
acc66272
51,467
50,575.07
acc6000467
55,432
8,813,776.61
0
0
1
PAYMENT
5,055.22
acc1798000
1,054
0
acc6394500
0
0
0
0
1
PAYMENT
5,726.49
acc1956539
49,461
43,734.51
acc3828628
0
0
0
0
1
PAYMENT
3,738.25
acc102825
25,078
21,339.75
acc1900219
0
0
0
0
1
PAYMENT
3,608.34
acc3547813
84,932
81,323.66
acc5191466
0
0
0
0
1
PAYMENT
4,050.19
acc5738984
28,451
24,400.81
acc5225998
0
0
0
0
1
PAYMENT
8,146.24
acc6366603
52,330
44,183.76
acc661608
0
0
0
0
1
PAYMENT
830.96
acc3884125
10,974
10,143.04
acc6159848
0
0
0
0
1
PAYMENT
6,292.23
acc5419667
6,109
0
acc4851982
0
0
0
0
1
PAYMENT
969.76
acc8300287
0
0
acc2378202
0
0
0
0
1
PAYMENT
9,492.53
acc803442
285
0
acc6555151
0
0
0
0
1
PAYMENT
2,565.39
acc5518519
30,710
28,144.61
acc6424350
0
0
0
0
1
DEBIT
2,050.83
acc2091284
23,247
21,196.17
acc6615832
485,446.05
267,912.2
0
0
1
PAYMENT
7,199.26
acc2482958
123,307
116,107.74
acc4970402
0
0
0
0
1
PAYMENT
5,843.74
acc486631
0
0
acc8945104
0
0
0
0
1
CASH_OUT
127,143.23
acc487258
0
0
acc5630136
587,422.29
877,201.48
0
0
1
CASH_OUT
276,138.13
acc177956
177,971
0
acc2713937
10,599
0
0
0
1
PAYMENT
265.8
acc9036740
3,767
3,501.2
acc5625481
0
0
0
0
1
PAYMENT
2,211.53
acc366047
20,478
18,266.47
acc1514609
0
0
0
0
1
PAYMENT
5,298.21
acc2297150
487,063
481,764.79
acc5923541
0
0
0
0
1
PAYMENT
3,904.44
acc4487195
1,595
0
acc2918579
0
0
0
0
1
PAYMENT
3,679.37
acc791183
64,106.18
60,426.81
acc4670269
0
0
0
0
1
CASH_OUT
432,168.02
acc6130870
60,426.81
0
acc535694
2,107,778.11
1,923,836.34
0
0
1
PAYMENT
8,001.69
acc2608881
51,106
43,104.31
acc2940482
0
0
0
0
1
PAYMENT
1,361.26
acc7923353
22,691
21,329.74
acc7217316
0
0
0
0
1
PAYMENT
3,638.87
acc1622474
46,462.23
42,823.36
acc2484593
0
0
0
0
1
CASH_IN
54,152.03
acc6912287
42,823.36
96,975.39
acc7334138
11,438,021.32
10,695,480.59
0
0
1
CASH_IN
22,765.47
acc3983846
96,975.39
119,740.86
acc588382
117,682
81,993.37
0
0
1
CASH_IN
133,621.41
acc7730507
119,740.86
253,362.28
acc6117806
158,433.78
24,812.36
0
0
1
CASH_IN
215,511.92
acc1891926
253,362.28
468,874.2
acc2203171
1,271,509.17
1,187,114.17
0
0
1
CASH_IN
205,612.49
acc7171244
468,874.2
674,486.68
acc2467927
557,537.26
74,144.04
0
0
1
CASH_IN
113,486.72
acc6892207
674,486.68
787,973.4
acc1656208
185,389.8
71,903.08
0
0
1
CASH_IN
38,883.63
acc7386869
787,973.4
826,857.03
acc3574754
122,750.49
83,866.86
0
0
1
CASH_IN
242,679.64
acc5220350
826,857.03
1,069,536.68
acc8191498
5,452,378.71
5,056,707.37
0
0
1
CASH_IN
17,791.71
acc3707111
1,069,536.68
1,087,328.38
acc3350829
20,904
3,112.29
0
0
1
CASH_IN
248,307.1
acc6972433
1,087,328.38
1,335,635.48
acc7334138
11,383,869.29
10,695,480.59
0
0
1
CASH_IN
911.76
acc7907028
1,335,635.48
1,336,547.24
acc7018063
48,321.6
47,409.85
0
0
1
CASH_IN
203,301.58
acc7895782
1,336,547.24
1,539,848.82
acc8225525
2,025,098.66
1,791,710.89
0
0
1
CASH_IN
457,363.51
acc7746617
1,539,848.82
1,997,212.32
acc8532918
6,554,171.44
6,534,746.07
0
0
1
CASH_IN
126,950.91
acc2139428
1,997,212.32
2,124,163.23
acc1429843
1,091,231.39
483,173.63
0
0
1
CASH_IN
34,638.53
acc6311089
2,124,163.23
2,158,801.76
acc7739610
287,548.75
82,846.67
0
0
1
CASH_IN
152,873.19
acc1208987
2,158,801.76
2,311,674.95
acc4110076
342,485
75,329.4
0
0
1
CASH_IN
27,363.26
acc1798160
2,311,674.95
2,339,038.21
acc5471629
19,169,204.93
18,122,628.7
0
0
1
CASH_IN
184,263.87
acc4116762
2,339,038.21
2,523,302.08
acc3416753
10,681,238.79
10,135,911.23
0
0
1
CASH_IN
178,912.5
acc1418369
2,523,302.08
2,702,214.59
acc7399869
302,417
17,504.47
0
0
1
CASH_IN
37,590.03
acc7124411
2,702,214.59
2,739,804.62
acc5666834
375,432.34
84,916.82
0
0
1
CASH_IN
172,844.87
acc8215080
2,739,804.62
2,912,649.49
acc4749645
5,856,433.12
5,579,568.65
0
0
1
CASH_IN
131,027.05
acc3161077
2,912,649.49
3,043,676.54
acc451374
178,120.16
10,317.66
0
0
1
CASH_IN
44,873.56
acc8331285
3,043,676.54
3,088,550.1
acc2586742
1,363,368.51
0
0
0
1
CASH_IN
405,429.47
acc2249021
3,088,550.1
3,493,979.56
acc5684798
2,444,985.19
2,107,162.1
0
0
1
CASH_IN
44,809.72
acc4214695
3,493,979.56
3,538,789.28
acc4749645
5,683,588.25
5,579,568.65
0
0
1
CASH_IN
1,076.27
acc1362998
3,538,789.28
3,539,865.55
acc4731635
22,774.25
23,539.55
0
0
1
CASH_IN
61,546.97
acc1253769
3,539,865.55
3,601,412.53
acc2288737
217,862.21
8,722.97
0
0
1
CASH_IN
135,665.1
acc6974364
3,601,412.53
3,737,077.62
acc7830434
248,817.48
379,539.92
0
0
1
CASH_IN
36,040.39
acc1436014
3,737,077.62
3,773,118.02
acc8456274
51,291
0
0
0
1
CASH_IN
33,692.43
acc2217972
3,773,118.02
3,806,810.45
acc5143533
1,114,787.21
1,259,045.81
0
0
1
CASH_IN
312,061.25
acc5826141
3,806,810.45
4,118,871.69
acc5573433
1,178,808.14
0
0
0
1
CASH_IN
160,565
acc2959243
4,118,871.69
4,279,436.69
acc4925905
841,929.03
1,097,218.45
0
0
1
CASH_IN
226,580.84
acc7001467
4,279,436.69
4,506,017.53
acc2713937
286,737.13
0
0
0
1
CASH_IN
71,176.26
acc4338488
4,506,017.53
4,577,193.8
acc535694
2,539,946.14
1,923,836.34
0
0
1
CASH_IN
223,565.38
acc696788
4,577,193.8
4,800,759.18
acc8117224
343,264.42
176,131.8
0
0
1
CASH_IN
208,664.25
acc6946943
4,800,759.18
4,800,759.18
acc1536208
4,800,759.18
7,416,184.79
0
0
1
CASH_IN
425,986.84
acc6952334
4,800,759.18
5,226,746.02
acc5471629
19,141,841.67
18,122,628.7
0
0
1
CASH_IN
100,127.4
acc939709
5,226,746.02
5,326,873.42
acc3536766
209,548.6
109,421.19
0
0
1
CASH_IN
95,564.34
acc3042567
5,326,873.42
5,422,437.76
acc1987097
97,263.78
1,699.44
0
0
1
CASH_IN
484.57
acc8912731
5,422,437.76
5,422,922.33
acc4749645
5,638,778.53
5,579,568.65
0
0
1
CASH_IN
113,287.66
acc7782659
5,422,922.33
5,536,209.99
acc4074167
113,563.29
0
0
0
1
CASH_IN
92,398.49
acc2310354
5,536,209.99
5,628,608.48
acc2586742
1,318,494.95
0
0
0
1
CASH_IN
198,303.64
acc6624530
5,628,608.48
5,826,912.11
acc2020649
10,059,882.15
9,367,714.52
0
0
1
CASH_IN
126,873.28
acc4771539
5,826,912.11
5,953,785.39
acc2020649
9,861,578.52
9,367,714.52
0
0
1
CASH_IN
12,229.75
acc1967687
5,953,785.39
5,966,015.15
acc847235
15,375.37
3,145.61
0
0
1
CASH_IN
20,490.81
acc5421403
5,966,015.15
5,986,505.96
acc2024535
21,695
1,204.19
0
0
1
CASH_IN
86,419.78
acc5798019
5,986,505.96
6,072,925.74
acc5630136
714,565.52
877,201.48
0
0
1
CASH_IN
122,464.68
acc605962
6,072,925.74
6,195,390.42
acc7831855
293,802.68
352,750.76
0
0
1
CASH_IN
18,598.96
acc7572300
6,195,390.42
6,213,989.38
acc4601073
361,384.16
637,928.74
0
0
1
CASH_IN
287,126.8
acc3708426
6,213,989.38
6,501,116.17
acc7610359
790,976.57
138,395.49
0
0
1
CASH_IN
8,261.33
acc3733839
6,501,116.17
6,509,377.51
acc8491475
90,948.3
138,627.65
0
0
1
CASH_IN
301,755.98
acc3405406
6,509,377.51
6,509,377.51
acc1536208
6,509,377.51
7,416,184.79
0
0
1
CASH_IN
121,723
acc9030662
6,509,377.51
6,631,100.51
acc7723080
519,973.96
135,715.81
0
0
1
CASH_IN
110,654.09
acc3660602
6,631,100.51
6,741,754.6
acc483537
201,104.63
90,450.54
0
0
1
CASH_IN
23,795.08
acc5604957
6,741,754.6
6,765,549.68
acc8365884
39,894
0
0
0
1
CASH_IN
130,638.93
acc5564130
6,765,549.68
6,896,188.61
acc2467927
351,924.78
74,144.04
0
0
1
CASH_IN
314,025.37
acc3144461
6,896,188.61
7,210,213.98
acc8658101
1,767,280.15
1,070,702.75
0
0