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
CASH_IN
418,688.27
acc2331582
1,888,091.55
2,306,779.82
acc5573433
956,455.03
1,178,808.14
0
0
1
CASH_IN
311,023.52
acc2207354
2,306,779.82
2,617,803.34
acc1569849
1,477,776.96
0
0
0
1
CASH_IN
151,862.38
acc7366694
2,617,803.34
2,769,665.72
acc7969572
158,858.48
0
0
0
1
CASH_IN
228,710.05
acc8250245
2,769,665.72
2,998,375.78
acc4251149
743,792.14
16,997.22
0
0
1
CASH_IN
220,431.09
acc7046048
2,998,375.78
3,218,806.87
acc2106348
2,897,169.84
3,940,085.21
0
0
1
CASH_IN
182,861.45
acc6668016
3,218,806.87
3,401,668.32
acc6361680
192,776.92
0
0
0
1
CASH_IN
231,881.5
acc3955289
3,401,668.32
3,633,549.82
acc526959
894,141.72
2,415.16
0
0
1
CASH_IN
38,071.17
acc2224277
3,633,549.82
3,671,620.98
acc7506077
122,487
54,985.05
0
0
1
CASH_IN
87,117.29
acc8272531
3,671,620.98
3,758,738.27
acc4430223
501,093.89
31,469.78
0
0
1
CASH_IN
114,271.72
acc2114319
3,758,738.27
3,873,009.99
acc4235037
3,170,705.3
971,418.91
0
0
1
CASH_IN
73,199.1
acc3780781
3,873,009.99
3,946,209.08
acc3703516
401,926.25
277,515.05
0
0
1
CASH_IN
764,772.98
acc4946380
3,946,209.08
4,710,982.07
acc4235037
3,056,433.58
971,418.91
0
0
1
CASH_IN
106,847.36
acc1923509
4,710,982.07
4,817,829.42
acc6652168
335,711.51
52,415.15
0
0
1
CASH_IN
6,287.28
acc106712
4,817,829.42
4,824,116.71
acc7054676
11,274
0
0
0
1
CASH_IN
24,936.34
acc1309342
4,824,116.71
4,849,053.05
acc8799832
104,408
42,450.71
0
0
1
CASH_IN
55,837.16
acc2142831
4,849,053.05
4,904,890.21
acc3257184
66,800.82
10,963.66
0
0
1
CASH_IN
63,255.29
acc8127703
4,904,890.21
4,968,145.5
acc1511007
237,735.3
0
0
0
1
CASH_IN
104,605.78
acc3959222
4,968,145.5
5,072,751.28
acc8675213
207,302.14
92,307.65
0
0
1
CASH_IN
154,160.82
acc5822262
5,072,751.28
5,226,912.1
acc1371937
157,376
0
0
0
1
CASH_IN
257,348.03
acc4281914
5,226,912.1
5,484,260.13
acc4235037
2,291,660.6
971,418.91
0
0
1
CASH_IN
201,073.81
acc1160299
5,484,260.13
5,685,333.94
acc5573433
537,766.76
1,178,808.14
0
0
1
CASH_IN
53,560.68
acc4171335
5,685,333.94
5,738,894.62
acc1250069
172,857.68
22,233.65
0
0
1
CASH_IN
334,234.39
acc4590621
5,738,894.62
6,073,129.01
acc1536208
358,867.35
46,462.23
0
0
1
CASH_IN
227,335.16
acc6107247
6,073,129.01
6,300,464.17
acc8658101
1,817,946.5
1,254,956.07
0
0
1
CASH_IN
134,426.08
acc1342965
6,300,464.17
6,434,890.26
acc6652168
228,864.16
52,415.15
0
0
1
CASH_IN
2,643.45
acc1315737
6,434,890.26
6,437,533.71
acc3206994
49,974
1,891.79
0
0
1
CASH_IN
134,977.11
acc2840911
6,437,533.71
6,572,510.82
acc6199892
471,814.89
424,250.45
0
0
1
CASH_IN
25,090.03
acc8978140
6,572,510.82
6,597,600.85
acc6020701
80,148.6
0
0
0
1
CASH_IN
147,388.67
acc5689160
6,597,600.85
6,744,989.53
acc3540823
184,486.01
64,106.18
0
0
1
CASH_IN
217,615.09
acc299445
6,744,989.53
6,962,604.61
acc8191498
971,439.24
3,420,103.09
0
0
1
CASH_IN
355,294.5
acc1931127
6,962,604.61
7,317,899.11
acc483537
1,469,965.2
1,567,434.81
0
0
1
CASH_IN
12,336.48
acc3593797
7,317,899.11
7,330,235.59
acc2139001
21,024
83,845.22
0
0
1
CASH_IN
349,505.89
acc642832
7,330,235.59
7,679,741.48
acc5471629
17,000,998.23
19,169,204.93
0
0
1
CASH_IN
285,185.34
acc231404
7,679,741.48
7,964,926.82
acc6526214
451,065.09
353,532.56
0
0
1
CASH_IN
132,953.45
acc27952
7,964,926.82
8,097,880.27
acc1524512
1,617,722.17
16,518.36
0
0
1
CASH_IN
214,851.41
acc6895770
8,097,880.27
8,312,731.68
acc7610359
939,718.63
1,517,262.16
0
0
1
CASH_IN
54,988.56
acc6950427
8,312,731.68
8,367,720.25
acc1987148
60,870
10,588,885.27
0
0
1
CASH_IN
62,871.06
acc2662226
8,367,720.25
8,430,591.3
acc2489296
177,707.91
4,894.45
0
0
1
CASH_IN
61,150.85
acc7190684
8,430,591.3
8,491,742.16
acc7763346
1,166,393.13
2,107,965.39
0
0
1
CASH_IN
131,409.27
acc6219434
8,491,742.16
8,623,151.43
acc5280099
290,276.03
265,092.36
0
0
1
CASH_IN
10,844.33
acc1800328
8,623,151.43
8,633,995.76
acc1322933
42,274
290,772.6
0
0
1
PAYMENT
2,054.84
acc1749613
22,195
20,140.16
acc8832804
0
0
0
0
1
CASH_IN
313,373.56
acc3992724
20,140.16
333,513.72
acc4235037
2,034,312.57
971,418.91
0
0
1
CASH_IN
13,289.87
acc8822303
333,513.72
346,803.59
acc8597652
78,256.1
0
0
0
1
CASH_IN
27,070.11
acc3566468
346,803.59
373,873.7
acc3574754
70,595
122,750.49
0
0
1
CASH_IN
127,954.7
acc2243829
373,873.7
501,828.4
acc8658101
1,590,611.34
1,254,956.07
0
0
1
CASH_IN
197,031.04
acc7008187
501,828.4
698,859.44
acc4251149
515,082.09
16,997.22
0
0
1
CASH_IN
144,366.64
acc7698365
698,859.44
843,226.08
acc4235037
1,720,939.01
971,418.91
0
0
1
CASH_IN
7,965.49
acc6038484
843,226.08
851,191.57
acc7739610
35,100.09
40,348.79
0
0
1
CASH_IN
123,103.74
acc7799924
851,191.57
974,295.31
acc7513771
541,942.24
46,820.71
0
0
1
CASH_IN
106,634.77
acc6785304
974,295.31
1,080,930.07
acc5411311
4,963,151.39
22,190.99
0
0
1
CASH_IN
74,933.22
acc3077564
1,080,930.07
1,155,863.3
acc1217523
1,312,918.22
1,412,484.09
0
0
1
CASH_IN
120,234.99
acc1370657
1,155,863.3
1,276,098.29
acc3999785
194,026.33
965,870.05
0
0
1
CASH_IN
5,763.99
acc8137814
1,276,098.29
1,281,862.28
acc1536208
24,632.95
46,462.23
0
0
1
CASH_IN
156,922.36
acc4642145
1,281,862.28
1,438,784.65
acc8265284
2,887,756.64
5,515,763.34
0
0
1
CASH_IN
162,665.98
acc6417342
1,438,784.65
1,601,450.63
acc5343646
362,164.9
0
0
0
1
CASH_IN
110,226.34
acc2703937
1,601,450.63
1,601,450.63
acc3416753
1,601,450.63
10,681,238.79
0
0
1
CASH_IN
142,577.44
acc1154249
1,601,450.63
1,744,028.07
acc1511007
174,480.01
0
0
0
1
CASH_IN
6,915.38
acc3382550
1,744,028.07
1,750,943.45
acc1323912
49,685
0
0
0
1
CASH_IN
157,108.01
acc1803318
1,750,943.45
1,908,051.46
acc4235037
1,576,572.37
971,418.91
0
0
1
CASH_IN
223,555.14
acc4979859
1,908,051.46
2,131,606.6
acc8658101
1,462,656.64
1,254,956.07
0
0
1
CASH_IN
146,331.12
acc6927595
2,131,606.6
2,277,937.72
acc610042
1,053,791.45
55,974.56
0
0
1
CASH_IN
141,131.23
acc4163086
2,277,937.72
2,419,068.96
acc4235037
1,419,464.36
971,418.91
0
0
1
CASH_IN
222,711.47
acc4092517
2,419,068.96
2,641,780.43
acc5471629
16,651,492.34
19,169,204.93
0
0
1
CASH_IN
84,980.31
acc4100552
2,641,780.43
2,726,760.74
acc6526214
165,879.75
353,532.56
0
0
1
CASH_IN
628,719.07
acc798173
2,726,760.74
3,355,479.81
acc1524512
1,484,768.73
16,518.36
0
0
1
CASH_IN
79,285.8
acc3751515
3,355,479.81
3,434,765.61
acc5411311
4,856,516.62
22,190.99
0
0
1
CASH_IN
57,809.81
acc9000565
3,434,765.61
3,492,575.42
acc388937
59,666
0
0
0
1
CASH_IN
75,043.17
acc1608916
3,492,575.42
3,567,618.59
acc6183665
156,547
0
0
0
1
CASH_IN
248,196.92
acc2315501
3,567,618.59
3,815,815.51
acc4251149
318,051.05
16,997.22
0
0
1
CASH_IN
18,851.44
acc7368448
3,815,815.51
3,834,666.95
acc3206994
47,330.55
1,891.79
0
0
1
CASH_IN
403,418.39
acc9068138
3,834,666.95
4,238,085.34
acc535694
1,801,028.99
2,107,778.11
0
0
1
CASH_IN
235,564.81
acc2322783
4,238,085.34
4,473,650.15
acc2106348
2,676,738.75
3,940,085.21
0
0
1
CASH_IN
32,325.24
acc3038443
4,473,650.15
4,505,975.39
acc5280099
158,866.76
265,092.36
0
0
1
CASH_IN
345,347.7
acc4119051
4,505,975.39
4,851,323.08
acc7762230
355,417.92
0
0
0
1
CASH_IN
355,500.25
acc7372175
4,851,323.08
5,206,823.33
acc1569849
1,166,753.44
0
0
0
1
CASH_IN
103,005.78
acc8826118
5,206,823.33
5,309,829.12
acc2489296
114,836.85
4,894.45
0
0
1
CASH_IN
108,803.98
acc2364998
5,309,829.12
5,418,633.09
acc1569849
811,253.19
0
0
0
1
CASH_IN
259,753.27
acc106980
5,418,633.09
5,678,386.36
acc1438910
260,112.48
0
0
0
1
CASH_IN
234,094.24
acc6356566
5,678,386.36
5,912,480.6
acc4235037
1,278,333.12
971,418.91
0
0
1
CASH_IN
273,305.73
acc6272138
5,912,480.6
6,185,786.33
acc1217523
1,237,985
1,412,484.09
0
0
1
CASH_IN
186,838.95
acc5568836
6,185,786.33
6,372,625.28
acc7513771
418,838.5
46,820.71
0
0
1
CASH_IN
193,161.04
acc7560512
6,372,625.28
6,565,786.32
acc2106348
2,441,173.94
3,940,085.21
0
0
1
CASH_IN
152,823.85
acc762726
6,565,786.32
6,718,610.17
acc8188463
1,202,635.39
4,619,798.56
0
0
1
CASH_IN
91,457.82
acc6039746
6,718,610.17
6,810,067.99
acc526959
662,260.23
2,415.16
0
0
1
CASH_IN
277,807.48
acc6606271
6,810,067.99
7,087,875.47
acc610042
907,460.33
55,974.56
0
0
1
CASH_IN
8,679.13
acc5963602
7,087,875.47
7,096,554.61
acc6652168
94,438.08
52,415.15
0
0
1
CASH_IN
2,099.59
acc2878309
7,096,554.61
7,098,654.2
acc2041815
40,471.79
0
0
0
1
CASH_IN
221,693.08
acc2948809
7,098,654.2
7,320,347.28
acc610042
629,652.85
55,974.56
0
0
1
CASH_IN
206,097.65
acc6061151
7,320,347.28
7,526,444.93
acc8658101
1,239,101.5
1,254,956.07
0
0
1
CASH_IN
22,384.21
acc3237723
7,526,444.93
7,548,829.13
acc6568171
42,211
387,263.02
0
0
1
CASH_IN
73,210.99
acc4889910
7,548,829.13
7,622,040.12
acc9000971
79,582.64
96.88
0
0
1
CASH_IN
236,747.6
acc25327
7,622,040.12
7,858,787.73
acc5977094
390,963.21
0
0
0
1
CASH_IN
6,284.18
acc8000936
7,858,787.73
7,865,071.9
acc3703516
328,727.16
277,515.05
0
0
1
CASH_IN
100,198.77
acc854273
7,865,071.9
7,965,270.68
acc6199892
336,837.78
424,250.45
0
0
1
CASH_IN
160,347.32
acc7699456
7,965,270.68
8,125,617.99
acc7610359
724,867.22
1,517,262.16
0
0
1
CASH_IN
289,272.75
acc6053495
8,125,617.99
8,414,890.75
acc4430223
413,976.6
31,469.78
0
0
1
CASH_IN
63,189.26
acc3265540
8,414,890.75
8,478,080
acc6052180
101,925
0
0
0
1
CASH_IN
196,725.32
acc8053522
8,478,080
8,674,805.32
acc2106348
2,248,012.9
3,940,085.21
0
0
1
PAYMENT
5,882.32
acc1547709
10,252
4,369.68
acc5534780
0
0
0
0