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
4
CASH_IN
146,467.87
acc2116202
6,823,145.58
6,969,613.45
acc379340
5,119,843.62
4,790,173.09
0
0
4
CASH_IN
120,836.05
acc4590932
6,969,613.45
7,090,449.49
acc6919254
6,648,460.76
6,778,025.76
0
0
4
CASH_IN
311,330.4
acc698401
7,090,449.49
7,401,779.9
acc7830434
588,251.66
259,015.25
0
0
4
CASH_IN
272,453.68
acc2805162
7,401,779.9
7,674,233.58
acc6919254
6,527,624.72
6,778,025.76
0
0
4
CASH_IN
209,292.82
acc6276519
7,674,233.58
7,883,526.4
acc7086856
4,430,219.9
4,775,319.66
0
0
4
CASH_IN
58,095.79
acc8957641
7,883,526.4
7,941,622.19
acc117219
10,000,000
9,941,904.21
0
0
4
CASH_IN
260,176.72
acc8804412
7,941,622.19
8,201,798.91
acc7051300
12,458,650.93
12,947,436.37
0
0
4
CASH_IN
55,837.04
acc5440254
8,201,798.91
8,257,635.94
acc7506077
73,858.15
18,021.11
0
0
4
CASH_IN
27,850.03
acc5191996
8,257,635.94
8,285,485.98
acc5666834
65,167.91
37,317.87
0
0
4
CASH_IN
309,379.18
acc1428644
8,285,485.98
8,594,865.16
acc7414246
397,923.33
88,544.15
0
0
4
CASH_IN
3,563.97
acc6840446
8,594,865.16
8,598,429.14
acc1251347
34,361.39
30,797.41
0
0
4
CASH_IN
85,955.62
acc5549651
8,598,429.14
8,684,384.76
acc7831855
280,487.56
194,531.93
0
0
4
CASH_IN
18,835.46
acc6729687
8,684,384.76
8,703,220.22
acc7051300
12,198,474.21
12,947,436.37
0
0
4
CASH_IN
193,626.89
acc3302579
8,703,220.22
8,896,847.11
acc4235037
1,989,764.96
1,796,138.08
0
0
4
CASH_IN
633,287.14
acc9055784
8,896,847.11
9,530,134.25
acc8265284
6,818,933.6
6,249,500.06
0
0
4
CASH_IN
324,089.47
acc7207735
9,530,134.25
9,854,223.72
acc7086856
4,220,927.07
4,775,319.66
0
0
4
CASH_IN
3,523.06
acc4021697
9,854,223.72
9,857,746.79
acc3575003
107,441.76
103,918.69
0
0
4
CASH_IN
102,751.5
acc4297952
9,857,746.79
9,960,498.29
acc6000467
7,928,126.25
7,727,522.76
0
0
4
CASH_IN
494,810.97
acc5334891
9,960,498.29
10,455,309.26
acc7860097
7,473,141.22
7,434,797.81
0
0
4
CASH_IN
17,058.54
acc6305446
10,455,309.26
10,472,367.8
acc1421560
15,121,154.88
17,258,590.84
0
0
4
CASH_IN
235,409.03
acc6701396
10,472,367.8
10,707,776.83
acc6646647
328,849.95
139,849.81
0
0
4
CASH_IN
489,529.12
acc1294212
10,707,776.83
11,197,305.95
acc8532918
7,760,414.85
6,736,054.44
0
0
4
CASH_IN
58,520.38
acc4829458
11,197,305.95
11,255,826.33
acc8669398
74,201.31
15,680.93
0
0
4
CASH_IN
340,535.73
acc2716693
11,255,826.33
11,596,362.05
acc4925905
463,341.64
122,805.91
0
0
4
CASH_IN
34,407.36
acc5863875
11,596,362.05
11,630,769.42
acc5063636
35,751
1,343.64
0
0
4
CASH_IN
566,838.74
acc4558028
11,630,769.42
12,197,608.16
acc2926629
6,259,576.2
5,692,737.46
0
0
4
CASH_IN
161,339.92
acc4461256
12,197,608.16
12,358,948.08
acc4328992
1,512,985.69
1,640,678.66
0
0
4
PAYMENT
826.25
acc3250468
168,299
167,472.75
acc454601
0
0
0
0
4
PAYMENT
774.72
acc8807146
1,136
361.28
acc2712420
0
0
0
0
4
PAYMENT
6,735.16
acc2481687
361.28
0
acc8083945
0
0
0
0
4
PAYMENT
2,625.76
acc3385342
29,786
27,160.24
acc8310667
0
0
0
0
4
CASH_OUT
123,974.95
acc3146028
27,160.24
0
acc5091427
285,229.7
336,737.08
0
0
4
PAYMENT
354.75
acc2246027
310,005.5
309,650.74
acc8465921
0
0
0
0
4
CASH_IN
310,148.54
acc1320248
309,650.74
619,799.28
acc4749645
5,792,135.89
5,384,343.15
0
0
4
CASH_IN
353,004.04
acc4317375
619,799.28
972,803.32
acc1987148
11,299,415.33
10,946,411.29
0
0
4
CASH_IN
380,211.17
acc8536193
972,803.32
1,353,014.49
acc1421560
15,104,096.34
17,258,590.84
0
0
4
CASH_IN
285,359.54
acc5965346
1,353,014.49
1,638,374.03
acc2837268
458,875.87
173,516.34
0
0
4
CASH_IN
232,228.39
acc1642713
1,638,374.03
1,870,602.42
acc8532918
7,270,885.73
6,736,054.44
0
0
4
CASH_IN
205,416.01
acc1950172
1,870,602.42
2,076,018.43
acc5091427
409,204.65
336,737.08
0
0
4
CASH_IN
265,268.96
acc1205751
2,076,018.43
2,341,287.39
acc102523
766,315.1
189,527.57
0
0
4
CASH_IN
165,552.26
acc3212397
2,341,287.39
2,506,839.65
acc7152369
1,599,070.87
1,356,589.82
0
0
4
CASH_IN
115,020.65
acc2441956
2,506,839.65
2,621,860.3
acc4328992
1,351,645.76
1,640,678.66
0
0
4
CASH_IN
221,477.06
acc2233211
2,621,860.3
2,843,337.36
acc5684798
1,531,097.55
1,309,620.48
0
0
4
CASH_IN
4,699.24
acc1172478
2,843,337.36
2,848,036.61
acc5281776
25,800.25
21,101.01
0
0
4
CASH_IN
46,166.32
acc7908699
2,848,036.61
2,894,202.93
acc3986205
100,362
0
0
0
4
CASH_IN
51,208.37
acc7693544
2,894,202.93
2,945,411.3
acc3486813
62,243.64
11,035.27
0
0
4
CASH_IN
297,908.73
acc1991122
2,945,411.3
3,243,320.02
acc1411613
7,959,330.68
7,810,214.06
0
0
4
CASH_IN
302,602.9
acc1893123
3,243,320.02
3,545,922.93
acc8532918
7,038,657.34
6,736,054.44
0
0
4
CASH_IN
70,664.62
acc7568079
3,545,922.93
3,616,587.55
acc1536208
6,871,381.13
6,800,716.51
0
0
4
CASH_IN
14,401.68
acc4582338
3,616,587.55
3,630,989.22
acc3875171
66,548.43
52,146.76
0
0
4
CASH_IN
162,464
acc758505
3,630,989.22
3,793,453.22
acc4552681
487,226.12
742,165.13
0
0
4
CASH_IN
183,202.66
acc2275375
3,793,453.22
3,976,655.88
acc379340
4,973,375.75
4,790,173.09
0
0
4
CASH_IN
107,877.98
acc8601572
3,976,655.88
4,084,533.87
acc698901
170,889.82
63,011.84
0
0
4
CASH_IN
382,513.35
acc5486954
4,084,533.87
4,467,047.21
acc102523
501,046.14
189,527.57
0
0
4
CASH_IN
237,485.8
acc2174871
4,467,047.21
4,704,533.02
acc2020649
11,718,222.77
12,946,583.44
0
0
4
CASH_IN
29,637.04
acc6524600
4,704,533.02
4,734,170.05
acc5280099
45,982.28
16,345.24
0
0
4
CASH_IN
17,906.01
acc3375704
4,734,170.05
4,752,076.06
acc7830434
276,921.26
259,015.25
0
0
4
CASH_IN
97,644.2
acc2418589
4,752,076.06
4,849,720.26
acc4749645
5,481,987.35
5,384,343.15
0
0
4
CASH_IN
117,474.04
acc1748342
4,849,720.26
4,967,194.3
acc8834176
178,200.6
60,726.57
0
0
4
CASH_IN
97,851.98
acc5576566
4,967,194.3
5,065,046.28
acc6000467
7,825,374.74
7,727,522.76
0
0
4
CASH_IN
76,928.78
acc6860945
5,065,046.28
5,141,975.06
acc7152369
1,433,518.61
1,356,589.82
0
0
4
CASH_IN
159,958.57
acc8319973
5,141,975.06
5,301,933.63
acc5908088
5,370,198.47
6,671,931.33
0
0
4
CASH_IN
214,015.94
acc4297243
5,301,933.63
5,515,949.57
acc5630136
3,110,432.95
3,028,382.15
0
0
4
PAYMENT
3,907.39
acc6371541
121,130
117,222.61
acc4303452
0
0
0
0
4
PAYMENT
2,983.11
acc6775570
28,130
25,146.89
acc6238486
0
0
0
0
4
PAYMENT
5,907.27
acc7452707
25,146.89
19,239.62
acc4022289
0
0
0
0
4
PAYMENT
1,183.1
acc6444589
59,331
58,147.9
acc3041814
0
0
0
0
4
PAYMENT
736.76
acc7320227
1,120
383.24
acc3586872
0
0
0
0
4
PAYMENT
1,105.34
acc1337827
7,089
5,983.66
acc6001267
0
0
0
0
4
TRANSFER
25,424.16
acc2238617
52,407
26,982.84
acc6728134
49,947
75,371.16
0
0
4
DEBIT
1,235.49
acc7529317
20,704
19,468.51
acc8520105
257,638.64
259,438.66
0
0
4
PAYMENT
2,633.87
acc7234869
19,468.51
16,834.64
acc5271302
0
0
0
0
4
PAYMENT
27,484.12
acc8778575
16,834.64
0
acc3491208
0
0
0
0
4
PAYMENT
3,455.87
acc2569357
168
0
acc654071
0
0
0
0
4
PAYMENT
3,377.9
acc7976805
40,169
36,791.1
acc4483724
0
0
0
0
4
CASH_OUT
3,806.52
acc7643025
420
0
acc3341199
95,728.87
99,535.4
0
0
4
PAYMENT
1,823.73
acc8451440
11,310
9,486.27
acc8121987
0
0
0
0
4
TRANSFER
82,208.35
acc5105365
186
0
acc824539
0
82,208.35
0
0
4
CASH_OUT
29,113.15
acc2361644
0
0
acc4626546
49,309.27
78,422.43
0
0
4
CASH_OUT
170,634.8
acc6369851
0
0
acc7860097
6,978,330.25
7,434,797.81
0
0
4
CASH_OUT
404,053.55
acc3326723
0
0
acc4328992
1,236,625.11
1,640,678.66
0
0
4
CASH_OUT
334,318.86
acc3130837
0
0
acc1684986
1,775,490.07
2,109,808.94
0
0
4
CASH_OUT
46,408.89
acc54201
0
0
acc6646647
93,440.92
139,849.81
0
0
4
CASH_OUT
181,062
acc2522629
0
0
acc8188463
2,591,250.14
2,772,312.14
0
0
4
CASH_OUT
489,240.03
acc2623852
0
0
acc4601073
992,785.12
1,482,025.15
0
0
4
CASH_OUT
12,270.42
acc5227177
0
0
acc4920072
28,630.51
40,900.93
0
0
4
PAYMENT
1,616.06
acc3587573
629,709
628,092.94
acc585281
0
0
0
0
4
PAYMENT
3,464.93
acc4308947
31,407
27,942.07
acc1145531
0
0
0
0
4
PAYMENT
1,080.16
acc488458
29,836
28,755.84
acc8261115
0
0
0
0
4
PAYMENT
2,606.97
acc6473350
28,755.84
26,148.87
acc2711322
0
0
0
0
4
PAYMENT
27,032.59
acc6929290
26,148.87
0
acc3461466
0
0
0
0
4
DEBIT
601.85
acc1148546
50,118
49,516.15
acc2467927
74,144.04
74,745.89
0
0
4
PAYMENT
59.59
acc2868646
5,620
5,560.41
acc6602260
0
0
0
0
4
PAYMENT
3,828.24
acc8749431
1,526
0
acc4916646
0
0
0
0
4
PAYMENT
2,801.24
acc8614265
192
0
acc6012963
0
0
0
0
4
CASH_OUT
2,785.81
acc8418383
0
0
acc7492347
14,116
0
0
0
4
CASH_OUT
228,399.52
acc1504771
0
0
acc7086856
3,896,837.6
4,775,319.66
0
0
4
CASH_OUT
71,951.43
acc6540083
0
0
acc1542969
97,990.29
0
0
0
4
CASH_OUT
285,832.76
acc1776466
0
0
acc7860097
7,148,965.05
7,434,797.81
0
0
4
CASH_OUT
473,991.14
acc1497958
0
0
acc535694
1,146,410.94
2,648,013.13
0
0