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
6,579.48
acc2847100
25,214
18,634.52
acc1883886
0
0
0
0
5
TRANSFER
84,466.1
acc5612020
25,724
0
acc8191887
0
73,595.15
0
0
5
PAYMENT
2,927.68
acc1876839
10,908
7,980.32
acc7727126
0
0
0
0
5
PAYMENT
6,484.32
acc6725346
94,294
87,809.68
acc4300775
0
0
0
0
5
CASH_OUT
128,823.03
acc6493681
29,292
0
acc8952086
0
133,220.41
0
0
5
PAYMENT
836.64
acc3847789
162,104
161,267.36
acc6556735
0
0
0
0
5
CASH_IN
348,231.98
acc6697086
5,102
353,333.98
acc4925905
122,805.91
0
0
0
5
PAYMENT
1,158.71
acc7998874
107,891.12
106,732.41
acc8226660
0
0
0
0
5
CASH_IN
746,177.2
acc4217240
106,732.41
852,909.6
acc5908088
6,671,931.33
5,154,700.22
0
0
5
CASH_IN
225,812.6
acc2135804
852,909.6
1,078,722.2
acc7538211
381,816.17
156,003.57
0
0
5
CASH_IN
171,335.97
acc5165440
1,078,722.2
1,250,058.17
acc2926629
5,692,737.46
4,670,978.14
0
0
5
CASH_IN
260,004.65
acc4992835
1,250,058.17
1,510,062.82
acc5848742
7,801,173.17
7,129,559.36
0
0
5
CASH_IN
122,539.12
acc8688866
1,510,062.82
1,632,601.94
acc150813
180,809
46,515.29
0
0
5
CASH_IN
217,846.27
acc3588527
1,632,601.94
1,850,448.2
acc1522576
501,641.71
262,374.4
0
0
5
CASH_IN
596,406.73
acc6286639
1,850,448.2
2,446,854.94
acc3999785
1,615,874.57
962,737.6
0
0
5
CASH_IN
673,111.47
acc2656361
2,446,854.94
3,119,966.4
acc5143533
1,628,181.42
876,481.82
0
0
5
CASH_IN
298,431.03
acc4210943
3,119,966.4
3,418,397.43
acc2926629
5,521,401.49
4,670,978.14
0
0
5
CASH_IN
39,058.08
acc7881538
3,418,397.43
3,457,455.51
acc6356575
105,279.81
66,221.72
0
0
5
CASH_IN
106,334.08
acc4165120
3,457,455.51
3,563,789.59
acc3575003
145,599.15
39,265.07
0
0
5
CASH_IN
354,741.15
acc2776880
3,563,789.59
3,918,530.75
acc8782438
405,361.32
50,620.17
0
0
5
CASH_IN
223,115.02
acc5234105
3,918,530.75
4,141,645.77
acc4552681
742,165.13
217,562.01
0
0
5
CASH_IN
63,737.25
acc7846118
4,141,645.77
4,205,383.02
acc2837268
173,516.34
109,779.08
0
0
5
CASH_IN
84,014.41
acc2275460
4,205,383.02
4,289,397.43
acc5471629
18,263,426.57
16,420,556.26
0
0
5
CASH_IN
178,040.87
acc1983767
4,289,397.43
4,467,438.3
acc7334138
10,670,907.24
9,827,546.97
0
0
5
CASH_IN
334,503.92
acc1790429
4,467,438.3
4,801,942.23
acc7334138
10,492,866.37
9,827,546.97
0
0
5
CASH_IN
75,978.27
acc6745894
4,801,942.23
4,877,920.49
acc7271750
98,446.83
22,468.56
0
0
5
CASH_IN
396,286.33
acc2009127
4,877,920.49
5,274,206.82
acc7860097
7,490,080
6,661,385.87
0
0
5
CASH_IN
82,914.35
acc4206041
5,274,206.82
5,357,121.18
acc117219
10,390,065.3
12,362,816.81
0
0
5
CASH_IN
83,707.76
acc4630548
5,357,121.18
5,440,828.93
acc525434
166,613.07
82,905.31
0
0
5
CASH_IN
17,431.43
acc7472184
5,440,828.93
5,458,260.36
acc8532918
6,736,054.44
6,393,139.71
0
0
5
CASH_IN
76,579.67
acc5377324
5,458,260.36
5,534,840.03
acc6761316
531,883
181,733.94
0
0
5
CASH_IN
197,165.91
acc7634534
5,534,840.03
5,732,005.94
acc5848742
7,541,168.52
7,129,559.36
0
0
5
CASH_IN
5,159.29
acc5585911
5,732,005.94
5,737,165.23
acc6710292
21,885
0
0
0
5
CASH_IN
40,210.51
acc774469
5,737,165.23
5,777,375.74
acc515491
51,337.45
11,126.94
0
0
5
CASH_IN
158,367.85
acc6398746
5,777,375.74
5,935,743.59
acc7610359
448,276.17
289,908.33
0
0
5
CASH_IN
81,886.69
acc6659579
5,935,743.59
6,017,630.28
acc3536766
109,421.19
27,534.5
0
0
5
CASH_IN
176,095.63
acc2054119
6,017,630.28
6,193,725.92
acc8225525
1,623,962.37
944,225.12
0
0
5
CASH_IN
258,127.75
acc1518787
6,193,725.92
6,451,853.66
acc199984
5,515,949.57
4,313,939.72
0
0
5
CASH_IN
378,866.85
acc7454750
6,451,853.66
6,830,720.52
acc199984
5,257,821.82
4,313,939.72
0
0
5
CASH_IN
281,300.4
acc639564
6,830,720.52
7,112,020.91
acc5471629
18,179,412.16
16,420,556.26
0
0
5
CASH_IN
16,427.61
acc6404254
7,112,020.91
7,128,448.52
acc4626546
78,422.43
61,994.82
0
0
5
CASH_IN
157,301.05
acc8764772
7,128,448.52
7,285,749.57
acc138661
168,502.4
11,201.36
0
0
5
CASH_IN
644,028.87
acc5223728
7,285,749.57
7,929,778.44
acc2926629
5,222,970.47
4,670,978.14
0
0
5
CASH_IN
375,306.09
acc7234786
7,929,778.44
8,305,084.52
acc6821049
6,894,729.18
6,161,537.75
0
0
5
CASH_IN
44,538.32
acc7753678
8,305,084.52
8,349,622.85
acc1611513
93,380.65
48,842.33
0
0
5
CASH_IN
119,336.24
acc7115585
8,349,622.85
8,468,959.09
acc1656208
148,278.19
28,941.95
0
0
5
CASH_IN
255,710.36
acc6561551
8,468,959.09
8,724,669.46
acc5471629
17,898,111.76
16,420,556.26
0
0
5
CASH_IN
94,588.1
acc1708405
8,724,669.46
8,819,257.56
acc1355886
152,984
0
0
0
5
CASH_IN
231,917.45
acc6403724
8,819,257.56
9,051,175
acc3416753
9,115,414.77
8,743,280.64
0
0
5
CASH_IN
84,189.52
acc4935226
9,051,175
9,135,364.53
acc1725392
88,475.76
4,286.23
0
0
5
CASH_IN
49,251.21
acc7303653
9,135,364.53
9,184,615.73
acc6568171
105,680.92
56,429.71
0
0
5
CASH_IN
257,208.23
acc7344971
9,184,615.73
9,441,823.96
acc7830434
423,950.88
166,742.65
0
0
5
CASH_IN
20,337.14
acc8843867
9,441,823.96
9,462,161.1
acc1250069
193,361.51
173,024.37
0
0
5
CASH_IN
74,948.39
acc6661695
9,462,161.1
9,537,109.49
acc697882
13,381,242.46
13,025,097.92
0
0
5
CASH_IN
243,756.18
acc8578754
9,537,109.49
9,780,865.67
acc199984
4,878,954.97
4,313,939.72
0
0
5
CASH_IN
21,391.13
acc2447726
9,780,865.67
9,802,256.8
acc4235037
1,796,138.08
1,589,065.96
0
0
5
CASH_IN
31,416.69
acc7323489
9,802,256.8
9,833,673.49
acc5114175
6,963,508.84
6,932,092.15
0
0
5
CASH_IN
123,951.78
acc8616506
9,833,673.49
9,957,625.27
acc5517887
141,505
3,416.33
0
0
5
CASH_IN
67,056.65
acc3229210
9,957,625.27
10,024,681.91
acc1567573
271,710.52
204,653.87
0
0
5
CASH_IN
20,410.45
acc7820163
10,024,681.91
10,045,092.37
acc2486324
20,608
0
0
0
5
CASH_IN
29,351.64
acc2773511
10,045,092.37
10,074,444.01
acc3341199
99,535.4
19,647.88
0
0
5
CASH_IN
58,431.85
acc4021543
10,074,444.01
10,132,875.85
acc2106348
3,842,816
3,678,302.15
0
0
5
CASH_IN
182,501.56
acc3083116
10,132,875.85
10,315,377.42
acc6615832
245,514.21
63,012.65
0
0
5
CASH_IN
17,101.74
acc8581590
10,315,377.42
10,332,479.16
acc6211579
84,261.95
60,314.73
0
0
5
CASH_IN
24,248.86
acc6632516
10,332,479.16
10,356,728.02
acc4188747
2,748,383.99
2,808,555.73
0
0
5
CASH_IN
585,796.59
acc5797071
10,356,728.02
10,942,524.61
acc5908088
5,925,754.14
5,154,700.22
0
0
5
CASH_IN
12,163.38
acc3324203
10,942,524.61
10,954,687.99
acc7334138
10,158,362.45
9,827,546.97
0
0
5
CASH_IN
208,834.32
acc8854924
10,954,687.99
11,163,522.31
acc7086856
4,775,319.66
4,429,394.13
0
0
5
CASH_IN
360,262.92
acc8733965
11,163,522.31
11,523,785.23
acc5471629
17,642,401.4
16,420,556.26
0
0
5
CASH_IN
129,630.74
acc2504960
11,523,785.23
11,653,415.97
acc5091427
336,737.08
84,362.06
0
0
5
CASH_IN
130,078.54
acc4585925
11,653,415.97
11,783,494.52
acc7334138
10,146,199.06
9,827,546.97
0
0
5
CASH_IN
125,558.59
acc2122714
11,783,494.52
11,909,053.1
acc4340635
1,063,443.49
652,290.45
0
0
5
CASH_IN
357,885.34
acc4531977
11,909,053.1
12,266,938.44
acc6821049
6,519,423.1
6,161,537.75
0
0
5
CASH_IN
281,196.15
acc1233264
12,266,938.44
12,548,134.6
acc697882
13,306,294.08
13,025,097.92
0
0
5
CASH_IN
59,784.87
acc1425069
12,548,134.6
12,607,919.47
acc5006209
107,613
23,122.31
0
0
5
CASH_IN
181,240.21
acc2221969
12,607,919.47
12,789,159.68
acc4749645
5,384,343.15
5,203,102.94
0
0
5
CASH_IN
140,216.68
acc6279997
12,789,159.68
12,929,376.35
acc3416753
8,883,497.32
8,743,280.64
0
0
5
CASH_IN
81,126.42
acc1258889
12,929,376.35
13,010,502.78
acc8008183
108,733.31
27,606.88
0
0
5
PAYMENT
718.51
acc7401019
1,283
564.49
acc5509281
0
0
0
0
5
CASH_IN
861,582.21
acc47575
564.49
862,146.7
acc5471629
17,282,138.47
16,420,556.26
0
0
5
CASH_IN
185,257.33
acc2876906
862,146.7
1,047,404.03
acc5908088
5,339,957.55
5,154,700.22
0
0
5
CASH_IN
250,891.95
acc5230018
1,047,404.03
1,298,295.98
acc3137633
955,637.72
455,191.58
0
0
5
CASH_IN
119,072.9
acc8846907
1,298,295.98
1,417,368.88
acc5684798
1,487,676.44
1,423,811.37
0
0
5
CASH_IN
101,055.18
acc7599332
1,417,368.88
1,518,424.06
acc8191498
4,397,452.99
4,296,397.8
0
0
5
CASH_IN
128,336.28
acc1904712
1,518,424.06
1,646,760.35
acc5261153
147,338
19,001.72
0
0
5
CASH_IN
71,887
acc7841095
1,646,760.35
1,718,647.34
acc8799832
103,167.33
160,577.57
0
0
5
CASH_IN
366,645.12
acc6384574
1,718,647.34
2,085,292.46
acc1536208
6,800,716.51
6,434,071.39
0
0
5
CASH_IN
281,593.55
acc5634817
2,085,292.46
2,366,886.01
acc8188463
2,772,312.14
2,490,718.59
0
0
5
CASH_IN
145,475.51
acc915640
2,366,886.01
2,512,361.52
acc4499492
263,109.52
117,634.01
0
0
5
CASH_IN
380,950.81
acc619320
2,512,361.52
2,893,312.33
acc199984
4,635,198.78
4,313,939.72
0
0
5
CASH_IN
566,903.96
acc776466
2,893,312.33
3,460,216.29
acc7152369
1,473,468.42
906,564.46
0
0
5
CASH_IN
201,464.96
acc8279349
3,460,216.29
3,661,681.26
acc5994429
500,147.76
298,682.8
0
0
5
CASH_IN
16,593.82
acc720493
3,661,681.26
3,678,275.07
acc533561
32,092.07
15,498.25
0
0
5
CASH_IN
78,588.13
acc4717843
3,678,275.07
3,756,863.21
acc5143533
955,069.95
876,481.82
0
0
5
CASH_IN
185,680.98
acc442601
3,756,863.21
3,942,544.19
acc4235037
1,774,746.94
1,589,065.96
0
0
5
CASH_IN
67,017.13
acc3280537
3,942,544.19
4,009,561.32
acc7723080
118,844.67
51,827.53
0
0
5
CASH_IN
122,744.28
acc2435216
4,009,561.32
4,132,305.6
acc5091427
207,106.34
84,362.06
0
0
5
CASH_IN
414,729.24
acc7969741
4,132,305.6
4,547,034.84
acc1684986
2,109,808.94
1,695,079.69
0
0
5
CASH_IN
328,776.1
acc5888388
4,547,034.84
4,875,810.94
acc3999785
1,019,467.84
962,737.6
0
0
5
CASH_IN
50,535.87
acc4462188
4,875,810.94
4,926,346.82
acc3341199
70,183.75
19,647.88
0
0