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
3
DEBIT
2,481.93
acc1713197
230,466
227,984.07
acc8532918
7,757,932.92
7,760,414.85
0
0
3
PAYMENT
23,840.24
acc489281
31,073
7,232.76
acc4225975
0
0
0
0
3
PAYMENT
1,005.59
acc3693435
7,232.76
6,227.17
acc272765
0
0
0
0
3
PAYMENT
1,399.83
acc2522060
6,227.17
4,827.34
acc7400389
0
0
0
0
3
PAYMENT
15,304.68
acc1422442
4,827.34
0
acc6730970
0
0
0
0
3
PAYMENT
12,638.35
acc4050961
0
0
acc3718159
0
0
0
0
3
PAYMENT
4,970.55
acc213522
0
0
acc584456
0
0
0
0
3
PAYMENT
4,798.39
acc2450961
0
0
acc5994282
0
0
0
0
3
PAYMENT
8,724.11
acc7213603
0
0
acc8918332
0
0
0
0
3
PAYMENT
12,208.56
acc4061376
0
0
acc4221484
0
0
0
0
3
PAYMENT
9,051.52
acc3220558
0
0
acc3381905
0
0
0
0
3
PAYMENT
9,718.62
acc812322
0
0
acc7768882
0
0
0
0
3
PAYMENT
2,556.46
acc2192564
0
0
acc2273340
0
0
0
0
3
PAYMENT
3,198.62
acc4008488
0
0
acc2818985
0
0
0
0
3
PAYMENT
10,172.81
acc9073241
0
0
acc8054219
0
0
0
0
3
PAYMENT
5,694.58
acc5621207
0
0
acc7379170
0
0
0
0
3
PAYMENT
3,926.01
acc8210354
0
0
acc7169667
0
0
0
0
3
PAYMENT
12,587.22
acc4147118
0
0
acc4142450
0
0
0
0
3
PAYMENT
16,878.5
acc481294
38,211.98
21,333.48
acc5827078
0
0
0
0
3
CASH_IN
69,219.36
acc2317983
21,333.48
90,552.84
acc8542992
262,540.06
7,616.73
0
0
3
CASH_IN
254,710.92
acc1383142
90,552.84
345,263.76
acc1421560
16,523,691.01
15,945,594.47
0
0
3
CASH_IN
107,838.55
acc817027
345,263.76
453,102.31
acc5994429
275,001.94
167,163.39
0
0
3
CASH_IN
590,182.14
acc2252945
453,102.31
1,043,284.45
acc8265284
7,665,898.66
6,818,933.6
0
0
3
CASH_IN
224,808.55
acc7518218
1,043,284.45
1,268,093
acc2203171
748,145.12
331,525.89
0
0
3
CASH_IN
133,683.73
acc6330544
1,268,093
1,401,776.73
acc3799227
822,355.83
549,946.93
0
0
3
CASH_IN
105,980.46
acc8592718
1,401,776.73
1,507,757.19
acc2926629
6,646,326.74
6,540,346.28
0
0
3
CASH_IN
138,725.17
acc2730286
1,507,757.19
1,646,482.36
acc3799227
688,672.1
549,946.93
0
0
3
CASH_IN
176,482.1
acc5625986
1,646,482.36
1,822,964.46
acc6211579
260,744.05
84,261.95
0
0
3
CASH_IN
249,046.59
acc1502463
1,822,964.46
2,072,011.06
acc5630136
3,458,012.98
3,208,966.39
0
0
3
CASH_IN
38,307.58
acc8755153
2,072,011.06
2,110,318.64
acc6993564
183,763.58
144,203.7
0
0
3
CASH_IN
313,673.99
acc1459951
2,110,318.64
2,423,992.63
acc138661
382,554.78
68,880.79
0
0
3
CASH_IN
392,470.41
acc3628438
2,423,992.63
2,816,463.03
acc6646647
1,427,406.41
270,110.78
0
0
3
CASH_IN
166,630.82
acc3032205
2,816,463.03
2,983,093.85
acc6000467
8,740,534.53
7,928,126.25
0
0
3
CASH_IN
108,616
acc2087066
2,983,093.85
3,091,709.85
acc3999785
2,124,864.17
1,748,436.14
0
0
3
CASH_IN
118,387.74
acc4816560
3,091,709.85
3,210,097.59
acc1987148
11,375,381.12
11,157,336.25
0
0
3
CASH_IN
57,234.15
acc3302093
3,210,097.59
3,267,331.74
acc4368933
76,120.27
18,886.12
0
0
3
CASH_IN
57,955.32
acc8701688
3,267,331.74
3,325,287.05
acc1411613
75,105
6,349,066.6
0
0
3
CASH_IN
4,362.02
acc4123715
3,325,287.05
3,329,649.08
acc7212921
18,783.58
14,421.56
0
0
3
CASH_IN
256,782.92
acc5065421
3,329,649.08
3,586,432
acc8265284
7,075,716.53
6,818,933.6
0
0
3
CASH_IN
422,671.35
acc6892149
3,586,432
4,009,103.34
acc7334138
10,411,804.98
9,989,133.64
0
0
3
CASH_IN
349,779.04
acc7778523
4,009,103.34
4,358,882.39
acc6646647
1,034,936
270,110.78
0
0
3
CASH_IN
58,930.33
acc4258235
4,358,882.39
4,417,812.72
acc8650709
60,738.03
1,807.7
0
0
3
CASH_IN
53,594.23
acc1078026
4,417,812.72
4,471,406.95
acc3486813
139,555.44
85,961.2
0
0
3
CASH_IN
79,311.12
acc4575578
4,471,406.95
4,550,718.07
acc6919254
6,492,164.85
6,235,766.54
0
0
3
CASH_IN
204,766.89
acc4975276
4,550,718.07
4,755,484.96
acc9060271
224,060.15
19,293.26
0
0
3
CASH_IN
28,105.73
acc8135873
4,755,484.96
4,783,590.69
acc5202369
41,812.84
13,707.11
0
0
3
CASH_IN
98,566.11
acc132973
4,783,590.69
4,882,156.79
acc3986949
375,616.62
66,548.75
0
0
3
CASH_IN
32,906.54
acc8728051
4,882,156.79
4,915,063.33
acc140861
41,535.55
8,629.02
0
0
3
CASH_IN
194,926.14
acc2465387
4,915,063.33
5,109,989.47
acc7241195
291,562.7
96,636.56
0
0
3
CASH_IN
326,468.84
acc6572034
5,109,989.47
5,436,458.31
acc8188463
3,822,931.57
2,943,614.6
0
0
3
CASH_IN
92,558.28
acc7647061
5,436,458.31
5,529,016.59
acc2203171
523,336.57
331,525.89
0
0
3
CASH_IN
327,117.43
acc4964925
5,529,016.59
5,856,134.02
acc4328992
1,303,905.43
930,271.58
0
0
3
CASH_IN
28,444.78
acc4076270
5,856,134.02
5,884,578.8
acc8409134
84,595.53
0
0
0
3
CASH_IN
267,812.03
acc2165380
5,884,578.8
6,152,390.83
acc3999785
2,016,248.17
1,748,436.14
0
0
3
CASH_IN
381,371.28
acc5123788
6,152,390.83
6,533,762.11
acc8658101
1,303,188.93
921,817.65
0
0
3
CASH_IN
440,757.72
acc1329736
6,533,762.11
6,533,762.11
acc6821049
6,533,762.11
7,074,754.63
0
0
3
CASH_IN
140,164.86
acc7896727
6,533,762.11
6,673,926.97
acc4601073
687,379.98
547,215.12
0
0
3
CASH_IN
168,479.08
acc2004409
6,673,926.97
6,842,406.06
acc6652168
308,642.49
140,163.41
0
0
3
CASH_IN
185,832.16
acc3619368
6,842,406.06
7,028,238.22
acc8225525
2,025,909.1
1,840,076.94
0
0
3
CASH_IN
46,516.42
acc2796823
7,028,238.22
7,074,754.63
acc4328992
976,787.99
930,271.58
0
0
3
PAYMENT
13,030.42
acc633824
13,485
454.58
acc3805223
0
0
0
0
3
PAYMENT
6,064.7
acc1148362
31,164
25,099.3
acc136496
0
0
0
0
3
CASH_OUT
14,979.83
acc3314850
25,099.3
10,119.47
acc1684986
1,051,654.28
1,066,634.1
0
0
3
PAYMENT
7,536.31
acc3641640
125,867
118,330.69
acc4263923
0
0
0
0
3
PAYMENT
5,115.77
acc1808831
1,789
0
acc1194654
0
0
0
0
3
PAYMENT
79.55
acc5982440
0
0
acc1308761
0
0
0
0
3
PAYMENT
9,169.8
acc5775612
20,746
11,576.2
acc4676244
0
0
0
0
3
PAYMENT
7,118.78
acc6136102
14,281
7,162.22
acc1077301
0
0
0
0
3
PAYMENT
6,745.4
acc6003300
25,920
19,174.6
acc2080751
0
0
0
0
3
PAYMENT
20,473.47
acc6741779
106,430
85,956.53
acc4746862
0
0
0
0
3
PAYMENT
3,966.99
acc8427822
18,552
14,585.01
acc8465680
0
0
0
0
3
PAYMENT
2,413.25
acc7449578
14,585.01
12,171.76
acc8729621
0
0
0
0
3
PAYMENT
6,546.7
acc1775106
12,171.76
5,625.06
acc3909178
0
0
0
0
3
DEBIT
9,635.1
acc8379891
173,069
163,433.9
acc1732054
33,111.63
42,746.73
0
0
3
PAYMENT
3,107.85
acc219515
100,767
97,659.15
acc2706866
0
0
0
0
3
CASH_OUT
77,196.59
acc1120224
97,659.15
20,462.56
acc8191498
4,608,733.28
4,450,740.26
0
0
3
PAYMENT
29,954.16
acc6560729
224
0
acc7508176
0
0
0
0
3
PAYMENT
6,887.71
acc7672670
114,040
107,152.29
acc6574838
0
0
0
0
3
DEBIT
1,991.02
acc2899751
19,934
17,942.98
acc7520549
15,040.41
17,031.43
0
0
3
PAYMENT
6,028.79
acc2845029
22,303
16,274.21
acc1609050
0
0
0
0
3
PAYMENT
14,017.83
acc2802069
629
0
acc3104311
0
0
0
0
3
PAYMENT
3,645.21
acc993462
0
0
acc1715644
0
0
0
0
3
PAYMENT
7,052.32
acc578335
0
0
acc6527390
0
0
0
0
3
PAYMENT
5,810.4
acc3270911
33,854
28,043.6
acc4037522
0
0
0
0
3
PAYMENT
6,754.06
acc8059344
34,500
27,745.94
acc1125231
0
0
0
0
3
PAYMENT
534.45
acc831490
27,745.94
27,211.48
acc6946350
0
0
0
0
3
PAYMENT
1,226.94
acc7853238
100,390
99,163.06
acc6704286
0
0
0
0
3
PAYMENT
14,771.16
acc6739861
138,054
123,282.84
acc18474
0
0
0
0
3
PAYMENT
1,962.04
acc8610655
120,779
118,816.96
acc7839004
0
0
0
0
3
PAYMENT
10,355.12
acc2959461
29,899
19,543.88
acc2415293
0
0
0
0
3
PAYMENT
15,398.06
acc1100079
56,150.75
40,752.69
acc8378300
0
0
0
0
3
CASH_OUT
69,119.41
acc2455697
40,752.69
0
acc718350
86,047.54
155,166.96
0
0
3
PAYMENT
9,399.1
acc661438
28,964
19,564.9
acc6967925
0
0
0
0
3
PAYMENT
4,086.36
acc5335854
20,859
16,772.64
acc967395
0
0
0
0
3
PAYMENT
13,620.05
acc8168227
50,465
36,844.95
acc4287515
0
0
0
0
3
PAYMENT
401.1
acc5863227
36,844.95
36,443.85
acc7935738
0
0
0
0
3
PAYMENT
14,694.94
acc1265383
234,028
219,333.06
acc5344960
0
0
0
0
3
PAYMENT
11,405.44
acc5589088
193,320.7
181,915.26
acc5879879
0
0
0
0
3
PAYMENT
931.78
acc555932
181,915.26
180,983.48
acc1153009
0
0
0
0
3
DEBIT
5,922.61
acc3685587
17,149.68
11,227.07
acc2154977
18,493.88
24,416.5
0
0