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
5
PAYMENT
10,256.09
acc201167
8,842.18
0
acc5299856
0
0
0
0
5
PAYMENT
7,587.2
acc7161726
30,512
22,924.8
acc6115505
0
0
0
0
5
CASH_OUT
78,115.81
acc8997174
22,924.8
0
acc2744493
86,375.65
164,491.46
0
0
5
TRANSFER
97,661.94
acc7206365
29,749
0
acc761737
40,662
0
0
0
5
PAYMENT
4,835.01
acc2458191
0
0
acc5381234
0
0
0
0
5
DEBIT
1,857.79
acc9047779
11,581.21
9,723.42
acc526808
118,276.63
120,134.42
0
0
5
PAYMENT
5,451.3
acc8076670
9,723.42
4,272.12
acc2799203
0
0
0
0
5
PAYMENT
1,021.03
acc6985758
4,272.12
3,251.09
acc900715
0
0
0
0
5
PAYMENT
5,105.68
acc2751071
3,251.09
0
acc7680641
0
0
0
0
5
PAYMENT
2,750.32
acc8892384
0
0
acc2878131
0
0
0
0
5
PAYMENT
7,865.47
acc199421
0
0
acc8606545
0
0
0
0
5
PAYMENT
2,813.24
acc6805666
0
0
acc6722508
0
0
0
0
5
PAYMENT
13,826.77
acc1630657
0
0
acc4906319
0
0
0
0
5
PAYMENT
47,001.52
acc2664589
0
0
acc2075195
0
0
0
0
5
PAYMENT
11,470.25
acc3391566
0
0
acc4564955
0
0
0
0
5
PAYMENT
12,417.59
acc4400516
0
0
acc8016962
0
0
0
0
5
PAYMENT
9,204.89
acc1970810
0
0
acc976583
0
0
0
0
5
PAYMENT
2,014.68
acc2836367
0
0
acc6678386
0
0
0
0
5
PAYMENT
9,405.76
acc8524973
0
0
acc5008780
0
0
0
0
5
PAYMENT
8,020.86
acc5829978
0
0
acc8304478
0
0
0
0
5
PAYMENT
5,580.15
acc3247272
0
0
acc5767828
0
0
0
0
5
PAYMENT
15,150.82
acc6700414
0
0
acc7409418
0
0
0
0
5
PAYMENT
5,272.65
acc5676106
0
0
acc8218008
0
0
0
0
5
PAYMENT
3,265.5
acc1864534
0
0
acc2528514
0
0
0
0
5
PAYMENT
2,499.52
acc8252438
0
0
acc1829589
0
0
0
0
5
PAYMENT
26,672.44
acc5786712
0
0
acc7151384
0
0
0
0
5
PAYMENT
3,581.86
acc8330294
0
0
acc7412299
0
0
0
0
5
PAYMENT
1,324.06
acc102140
0
0
acc4583979
0
0
0
0
5
PAYMENT
3,202.12
acc4786150
0
0
acc2150166
0
0
0
0
5
PAYMENT
7,269.69
acc729216
1,049
0
acc5360104
0
0
0
0
5
PAYMENT
6,078.4
acc1017210
24,510
18,431.6
acc6975896
0
0
0
0
5
PAYMENT
4,871.03
acc6423994
29,753.41
24,882.38
acc6267828
0
0
0
0
5
PAYMENT
14,976.04
acc5203426
24,882.38
9,906.33
acc4662380
0
0
0
0
5
PAYMENT
2,315.6
acc2635028
1,955
0
acc3247982
0
0
0
0
5
PAYMENT
3,287.08
acc5894853
28,574
25,286.92
acc2919436
0
0
0
0
5
PAYMENT
4,235.23
acc8686357
23,405
19,169.77
acc7330386
0
0
0
0
5
CASH_OUT
101,921.8
acc1862681
19,169.77
0
acc3633700
244,180.06
874,685.77
0
0
5
CASH_OUT
135,550.07
acc1048728
0
0
acc1536208
6,434,071.39
8,598,427.92
0
0
5
PAYMENT
4,573.24
acc921124
1,936
0
acc5367080
0
0
0
0
5
PAYMENT
5,905.54
acc3292215
0
0
acc9030853
0
0
0
0
5
DEBIT
665.37
acc868481
60,311
59,645.63
acc6886234
13,707.11
14,372.48
0
0
5
DEBIT
1,674.09
acc5516845
19,634
17,959.91
acc5957060
198,248.07
305,398.63
0
0
5
PAYMENT
4,762.15
acc4391419
51,365
46,602.85
acc5790252
0
0
0
0
5
PAYMENT
307.63
acc5759975
99,266
98,958.37
acc1670069
0
0
0
0
5
PAYMENT
3,247.56
acc4505168
126,404
123,156.44
acc3674500
0
0
0
0
5
PAYMENT
2,949.77
acc6029380
164
0
acc8324619
0
0
0
0
5
PAYMENT
4,251.15
acc3795141
179,896
175,644.85
acc6847916
0
0
0
0
5
PAYMENT
5,200
acc5507524
53,072
47,872
acc1620293
0
0
0
0
5
PAYMENT
3,367.42
acc5747702
10,388
7,020.58
acc7936765
0
0
0
0
5
CASH_OUT
41,624.47
acc8016347
7,020.58
0
acc5203132
196,087.14
69,876.14
0
0
5
PAYMENT
3,032.27
acc379586
15,482
12,449.73
acc4608208
0
0
0
0
5
PAYMENT
17,410.74
acc298343
12,449.73
0
acc1713421
0
0
0
0
5
PAYMENT
8,908.26
acc5252574
0
0
acc2946038
0
0
0
0
5
PAYMENT
1,122.73
acc7818556
10,137
9,014.27
acc8951193
0
0
0
0
5
PAYMENT
17,356.69
acc2862243
9,014.27
0
acc1409961
0
0
0
0
5
PAYMENT
914.59
acc7626496
311,960
311,045.41
acc7063007
0
0
0
0
5
PAYMENT
617.25
acc4583375
127,367.99
126,750.74
acc1488707
0
0
0
0
5
CASH_OUT
48,516.52
acc653807
126,750.74
78,234.23
acc8782438
50,620.17
99,136.69
0
0
5
CASH_OUT
305,121.53
acc1037282
78,234.23
0
acc5114175
6,932,092.15
6,724,357.4
0
0
5
CASH_OUT
268,894.02
acc512448
0
0
acc1536208
6,569,621.46
8,598,427.92
0
0
5
CASH_OUT
233,312.83
acc8802243
0
0
acc3633700
346,101.86
874,685.77
0
0
5
CASH_OUT
198,384.26
acc8908135
0
0
acc5114175
7,237,213.68
6,724,357.4
0
0
5
CASH_OUT
311,282.8
acc6164066
0
0
acc5684798
1,423,811.37
1,848,371.68
0
0
5
PAYMENT
7,654.41
acc7851094
14,609
6,954.59
acc7283157
0
0
0
0
5
PAYMENT
2,376.34
acc6207131
62,734
60,357.66
acc4564183
0
0
0
0
5
PAYMENT
10,122.53
acc4234358
60,357.66
50,235.13
acc1160589
0
0
0
0
5
TRANSFER
10,119.47
acc3146563
10,119.47
0
acc2371836
0
0
1
0
5
CASH_OUT
10,119.47
acc4084126
10,119.47
0
acc6753136
0
10,119.47
1
0
5
PAYMENT
4,103.27
acc8933335
217
0
acc1815781
0
0
0
0
5
PAYMENT
5,835.81
acc7685058
10,800
4,964.19
acc4418155
0
0
0
0
5
PAYMENT
925.48
acc6906098
453,877
452,951.52
acc673697
0
0
0
0
5
PAYMENT
7,543.1
acc1184373
136,506
128,962.9
acc3584791
0
0
0
0
5
PAYMENT
3,159.86
acc2161484
93,516
90,356.14
acc660812
0
0
0
0
5
PAYMENT
240.78
acc4390578
6,125
5,884.22
acc3084393
0
0
0
0
5
CASH_OUT
366,300.87
acc4205938
5,884.22
0
acc2926629
4,670,978.14
6,525,826.68
0
0
5
CASH_OUT
33,985.61
acc8033734
0
0
acc2074279
124,042.91
6,192.55
0
0
5
CASH_OUT
439,930.78
acc6545712
0
0
acc6919254
6,273,057.64
6,760,548.76
0
0
5
CASH_OUT
218,549.38
acc1966564
0
0
acc3137633
455,191.58
576,353.3
0
0
5
CASH_OUT
498,990.17
acc5947612
0
0
acc7152369
906,564.46
1,477,358.35
0
0
5
CASH_OUT
134,175.79
acc6436800
0
0
acc5143533
876,481.82
1,515,372.59
0
0
5
CASH_OUT
70,830.43
acc7336100
0
0
acc7538211
156,003.57
6,100.96
0
0
5
CASH_OUT
293,520.06
acc7096997
0
0
acc379340
5,174,801.52
5,950,433.65
0
0
5
CASH_OUT
247,454.42
acc298615
0
0
acc4328992
1,640,678.66
2,554,285.76
0
0
5
CASH_OUT
182,374.61
acc8246252
0
0
acc8265284
5,766,644.71
5,954,556.4
0
0
5
CASH_OUT
183,088.01
acc8179627
0
0
acc3137633
673,740.96
576,353.3
0
0
5
CASH_OUT
278,809.45
acc7215408
0
0
acc8265284
5,949,019.31
5,954,556.4
0
0
5
CASH_OUT
83,160.08
acc3469359
0
0
acc5848742
7,129,559.36
6,778,202
0
0
5
CASH_OUT
122,729.64
acc2979109
0
0
acc8532918
6,393,139.71
6,739,716.03
0
0
5
CASH_OUT
127,127.67
acc8721247
0
0
acc5994429
298,682.8
160,101.66
0
0
5
TRANSFER
97,544.43
acc7007802
87,120
0
acc323404
0
97,544.43
0
0
5
PAYMENT
3,967.71
acc644388
16,825
12,857.29
acc4594706
0
0
0
0
5
CASH_OUT
269,130.7
acc5014794
12,857.29
0
acc1536208
6,838,515.48
8,598,427.92
0
0
5
CASH_OUT
31,963.29
acc3277123
0
0
acc7092905
158,370.61
115,108.49
0
0
5
CASH_OUT
137,497.97
acc169031
0
0
acc3986949
235,997.12
94,873.55
0
0
5
CASH_OUT
89,569.75
acc5983464
0
0
acc7787144
132,427.3
19,525.79
0
0
5
CASH_OUT
286,878.98
acc8488100
0
0
acc4601073
1,273,212.87
2,081,530.01
0
0
5
CASH_OUT
521,438.17
acc5638488
0
0
acc4601073
1,560,091.84
2,081,530.01
0
0
5
CASH_OUT
141,799.28
acc5678204
0
0
acc7610359
289,908.33
126,232.09
0
0
5
CASH_OUT
101,332.45
acc720389
0
0
acc8491475
231,016.85
345,283.88
0
0
5
CASH_OUT
297,734.01
acc408165
0
0
acc5448165
355,036
9,113,630.99
0
0