step
int64 | type
string | amount
float64 | nameOrig
string | oldbalanceOrg
float64 | newbalanceOrig
float64 | nameDest
string | oldbalanceDest
float64 | newbalanceDest
float64 | isFraud
int64 | isFlaggedFraud
int64 |
---|---|---|---|---|---|---|---|---|---|---|
635 |
PAYMENT
| 167,836.91 |
sdv-pii-lxxig
| 2,998,362.21 | 294,885.8 |
sdv-pii-0kl4p
| 239,492.98 | 463,040.1 | 0 | 0 |
35 |
CASH_IN
| 73,720.76 |
sdv-pii-xu4tc
| 554,238.21 | 914,702.94 |
sdv-pii-sowm9
| 410,991.24 | 151,214.42 | 0 | 0 |
162 |
CASH_OUT
| 475,517.03 |
sdv-pii-sqwt4
| 57,157.88 | 265,141.81 |
sdv-pii-nbz33
| 3,455,738.78 | 2,658,578.89 | 0 | 0 |
38 |
PAYMENT
| 107.29 |
sdv-pii-4soq0
| 280,704.97 | 796,911.6 |
sdv-pii-16gf7
| 1,171,298.96 | 1,784,664.73 | 0 | 0 |
16 |
CASH_OUT
| 200,903.16 |
sdv-pii-nxu3y
| 3,304,751.52 | 2,294,680.27 |
sdv-pii-seeay
| 4,718,527.94 | 6,803,047.73 | 0 | 0 |
142 |
CASH_OUT
| 61,613.42 |
sdv-pii-za2f1
| 109,398.7 | 75,131.55 |
sdv-pii-slz0a
| 1,729,971.83 | 1,102,188.24 | 0 | 0 |
9 |
PAYMENT
| 28,104.22 |
sdv-pii-k6t0o
| 89.42 | 19.13 |
sdv-pii-e8k1k
| 295,099.05 | 53,900.74 | 0 | 0 |
152 |
PAYMENT
| 64,280.07 |
sdv-pii-cj73j
| 159,546.3 | 2,747,655.49 |
sdv-pii-04tjh
| 1,002,060.75 | 385,322.57 | 0 | 0 |
105 |
PAYMENT
| 63,405.65 |
sdv-pii-ual75
| 954,655.78 | 2,440,215.89 |
sdv-pii-8m0p1
| 148,836.25 | 2,721.42 | 0 | 0 |
455 |
CASH_OUT
| 82,846.49 |
sdv-pii-jcay0
| 1,343.61 | 286,960.02 |
sdv-pii-dvx30
| 4,372,993.61 | 2,160,464.77 | 0 | 0 |
300 |
PAYMENT
| 2,617.55 |
sdv-pii-vn3xl
| 3,868.09 | 11,934.97 |
sdv-pii-q367d
| 979,591.34 | 33,736.81 | 0 | 0 |
743 |
PAYMENT
| 17,291.06 |
sdv-pii-6rsnd
| 0.02 | 44,774.12 |
sdv-pii-c9sjd
| 217,454.09 | 4,422.48 | 0 | 0 |
21 |
CASH_OUT
| 19,912.59 |
sdv-pii-b618n
| 6,574,842.67 | 3,423,303.13 |
sdv-pii-ljnh8
| 327,564.28 | 6,403.25 | 0 | 0 |
77 |
CASH_IN
| 64,829.45 |
sdv-pii-6x2gr
| 48,264.85 | 115,294.79 |
sdv-pii-f6mk4
| 2,227,384.79 | 1,861,557.7 | 0 | 0 |
453 |
PAYMENT
| 102,681.65 |
sdv-pii-u2vnp
| 979,596.38 | 7,947,479.91 |
sdv-pii-on84j
| 1,429,476.07 | 42,092.91 | 0 | 0 |
204 |
PAYMENT
| 3,102.25 |
sdv-pii-ut1hn
| 8,530,533.89 | 13,305,301.43 |
sdv-pii-mem7z
| 29,742.15 | 14.64 | 0 | 0 |
159 |
CASH_IN
| 59,761.31 |
sdv-pii-zf41l
| 2,632,141.62 | 617,564.12 |
sdv-pii-xphpq
| 868,664.99 | 91,788.74 | 0 | 0 |
232 |
CASH_OUT
| 116,677.19 |
sdv-pii-o5ua8
| 3,017,197.43 | 1,285,453.88 |
sdv-pii-5hbc2
| 83,873.64 | 82,146.58 | 0 | 0 |
504 |
CASH_OUT
| 3,519.24 |
sdv-pii-0s07g
| 1,140,279.49 | 175,110.9 |
sdv-pii-i5dxl
| 55,190.23 | 3,001.35 | 0 | 0 |
446 |
PAYMENT
| 40,421.22 |
sdv-pii-6zb4w
| 135.34 | 1,242.12 |
sdv-pii-1jkac
| 10,755.66 | 14,167.04 | 0 | 0 |
231 |
CASH_OUT
| 23,156.53 |
sdv-pii-ky17y
| 6,267,940.7 | 9,940,879.9 |
sdv-pii-3afu3
| 884,331.77 | 31,005.46 | 0 | 0 |
289 |
CASH_OUT
| 527,214.72 |
sdv-pii-tcbgv
| 3.46 | 0.94 |
sdv-pii-aknvq
| 2,024,742.52 | 20,875,489.29 | 0 | 0 |
147 |
CASH_IN
| 252,844.54 |
sdv-pii-oz16u
| 1,287,211.94 | 2,569,955.48 |
sdv-pii-8iek2
| 2,890,916.33 | 20,910,077.79 | 0 | 0 |
278 |
PAYMENT
| 140,959.72 |
sdv-pii-1u0ad
| 1,948,017.69 | 1,317,897.36 |
sdv-pii-5pqai
| 17,066.05 | 412.28 | 0 | 0 |
284 |
PAYMENT
| 23,858.26 |
sdv-pii-xjvil
| 1,613.73 | 884,436.09 |
sdv-pii-rgseo
| 734,745.85 | 26,684.41 | 0 | 0 |
257 |
TRANSFER
| 179,682.12 |
sdv-pii-1z8d7
| 1,846,421.68 | 2,016,895.19 |
sdv-pii-mcn25
| 929,311.5 | 328,512.13 | 0 | 0 |
167 |
CASH_IN
| 348,567.52 |
sdv-pii-d4msd
| 142,761.85 | 145,060.82 |
sdv-pii-14n0i
| 23,799,566.18 | 156,883,126.9 | 0 | 0 |
335 |
TRANSFER
| 15,339.54 |
sdv-pii-c12hc
| 1,239,751.27 | 246,610.25 |
sdv-pii-3rakm
| 865,614.17 | 482,752.03 | 0 | 0 |
99 |
CASH_OUT
| 25,685.24 |
sdv-pii-bdo9y
| 20,320.71 | 23,022.39 |
sdv-pii-z1pb2
| 254,654.47 | 21,899.56 | 0 | 0 |
319 |
CASH_IN
| 171,441.98 |
sdv-pii-ym5d8
| 62,117.73 | 8,625,191.47 |
sdv-pii-gtfvj
| 10,609,854.87 | 8,792,278.65 | 0 | 0 |
89 |
CASH_IN
| 197,077.84 |
sdv-pii-jucu4
| 216.59 | 1,200,425.5 |
sdv-pii-wgzl0
| 4,335,617.31 | 5,901,919.07 | 0 | 0 |
714 |
CASH_IN
| 249,783.95 |
sdv-pii-35g5n
| 2,277,254.58 | 5,431,217.8 |
sdv-pii-ll8y8
| 4,946,443.41 | 13,230,109.08 | 0 | 0 |
114 |
PAYMENT
| 56,462.18 |
sdv-pii-ry7wm
| 453,174.46 | 9,546.12 |
sdv-pii-hhb9z
| 247,910.07 | 192,843.93 | 0 | 0 |
520 |
CASH_OUT
| 319,942.48 |
sdv-pii-7wq9z
| 824,761.99 | 766,147.65 |
sdv-pii-gmne0
| 717,847.14 | 1,693,094.45 | 0 | 0 |
593 |
CASH_OUT
| 122,263.05 |
sdv-pii-x4uwe
| 226,831.85 | 54,761.54 |
sdv-pii-4n716
| 490,686.63 | 621,965.42 | 0 | 0 |
128 |
PAYMENT
| 42,632.79 |
sdv-pii-kjxjk
| 118,426.92 | 73,718.02 |
sdv-pii-2kp69
| 649,497.15 | 130,361.36 | 0 | 0 |
114 |
PAYMENT
| 10,775 |
sdv-pii-nkv9u
| 0.02 | 109,804.3 |
sdv-pii-bgzlw
| 814,757.45 | 256,987.73 | 0 | 0 |
126 |
PAYMENT
| 234,034.74 |
sdv-pii-set8t
| 35.57 | 40.76 |
sdv-pii-i8ksq
| 2,069,709.19 | 11,380,096.67 | 0 | 0 |
92 |
PAYMENT
| 68,990.06 |
sdv-pii-te1il
| 20,190.45 | 43.44 |
sdv-pii-qli05
| 55,996.03 | 76,283.13 | 0 | 0 |
381 |
CASH_OUT
| 148,495.03 |
sdv-pii-46bau
| 308,709.99 | 346,894.94 |
sdv-pii-hsmjv
| 287,848.41 | 40,597.43 | 0 | 0 |
269 |
PAYMENT
| 186,634.45 |
sdv-pii-g17d7
| 566,827.04 | 569,987.11 |
sdv-pii-hn5ud
| 295,967.22 | 1,595,381.43 | 0 | 0 |
336 |
PAYMENT
| 2,269.35 |
sdv-pii-oueoo
| 3,873,723.6 | 1,369,362.11 |
sdv-pii-m1658
| 47,704.4 | 22.09 | 0 | 0 |
106 |
PAYMENT
| 509,324.23 |
sdv-pii-h1hqh
| 6,496,204.56 | 804,211.39 |
sdv-pii-sh55u
| 240,234.46 | 110,785.17 | 0 | 0 |
247 |
PAYMENT
| 411 |
sdv-pii-uq9bw
| 45,123.66 | 1,471,688.9 |
sdv-pii-bclp6
| 3,805.75 | 0.01 | 0 | 0 |
157 |
CASH_OUT
| 103,223.64 |
sdv-pii-egkby
| 906.01 | 47,088.79 |
sdv-pii-k4bkj
| 2,296,580.09 | 1,626,877.95 | 0 | 0 |
363 |
CASH_OUT
| 19,382.31 |
sdv-pii-uvqmb
| 561,509.44 | 1,985,043.76 |
sdv-pii-kf1ni
| 594,276.29 | 8,547.28 | 0 | 0 |
348 |
CASH_IN
| 77,130.98 |
sdv-pii-awgrf
| 4,579,612.01 | 13,546,793.9 |
sdv-pii-99osa
| 9,188,415.38 | 9,645,764.23 | 0 | 0 |
145 |
PAYMENT
| 79,062.95 |
sdv-pii-wypjb
| 58.37 | 163,216.57 |
sdv-pii-88sf1
| 1,717,332.49 | 392,328.45 | 0 | 0 |
124 |
CASH_IN
| 140,190.61 |
sdv-pii-bjsg3
| 1,536,505.9 | 7,664,964.31 |
sdv-pii-povh7
| 436,466.74 | 20,525.37 | 0 | 0 |
252 |
CASH_OUT
| 30,889.82 |
sdv-pii-fvazf
| 105,235.7 | 149,569.76 |
sdv-pii-s4wd5
| 818,385.15 | 698,929.52 | 0 | 0 |
197 |
PAYMENT
| 531,758.1 |
sdv-pii-on0yy
| 26,483.16 | 16,345.51 |
sdv-pii-0a2b4
| 3,997,054.31 | 7,795,374.57 | 0 | 0 |
142 |
PAYMENT
| 1,389.5 |
sdv-pii-hf49x
| 248.03 | 353,258.58 |
sdv-pii-6pde6
| 346.59 | 0 | 0 | 0 |
535 |
PAYMENT
| 3,416.43 |
sdv-pii-tqngc
| 271,135.35 | 2,225,893.76 |
sdv-pii-tewlr
| 337,819.34 | 1,746.39 | 0 | 0 |
68 |
CASH_OUT
| 13,421.37 |
sdv-pii-lr3xd
| 67,100.95 | 943,933.89 |
sdv-pii-8ulfz
| 2,737,045.18 | 1,292,048.22 | 0 | 0 |
283 |
CASH_IN
| 296,019.63 |
sdv-pii-iz1i1
| 2,819,374.53 | 5,436,739.46 |
sdv-pii-ye08i
| 13,210,061.79 | 38,767,877.56 | 0 | 0 |
384 |
CASH_OUT
| 24,395.56 |
sdv-pii-zg1f0
| 128,515.63 | 452,484.97 |
sdv-pii-m3c0a
| 525,211.96 | 681,945.93 | 0 | 0 |
186 |
CASH_IN
| 369,226.45 |
sdv-pii-znj3e
| 0.38 | 1,398,630.16 |
sdv-pii-0unzg
| 11,374,063.78 | 13,947,272.06 | 0 | 0 |
149 |
CASH_IN
| 135,379.98 |
sdv-pii-raob9
| 452,650.98 | 477,351.52 |
sdv-pii-e27vy
| 3,951,778.86 | 8,926,959.94 | 0 | 0 |
415 |
CASH_OUT
| 151,087.19 |
sdv-pii-9u9x8
| 268,733.94 | 28,708.01 |
sdv-pii-hcw2b
| 4,020,917.76 | 29,382,772.31 | 0 | 0 |
548 |
CASH_IN
| 16,340.78 |
sdv-pii-30vvl
| 6,067,241.73 | 5,061,365.95 |
sdv-pii-i1k1s
| 2,843,536.33 | 10,375,768.63 | 0 | 0 |
257 |
PAYMENT
| 297,376.68 |
sdv-pii-4de2b
| 34.03 | 6,414.75 |
sdv-pii-pkwki
| 1,657,469.55 | 1,840,708.8 | 0 | 0 |
361 |
CASH_OUT
| 66,167.68 |
sdv-pii-bgg0m
| 2,977.63 | 42,572.57 |
sdv-pii-xgxzi
| 2,069,126.19 | 2,525,542.79 | 0 | 0 |
53 |
TRANSFER
| 129,528.23 |
sdv-pii-4r1es
| 764,185.7 | 1,016,975.45 |
sdv-pii-b9ca7
| 1,290,132.43 | 4,334,831.59 | 0 | 0 |
120 |
PAYMENT
| 157,615.3 |
sdv-pii-d2lgu
| 450,347.33 | 272,810.46 |
sdv-pii-qp3nm
| 22,373.62 | 7,007.91 | 0 | 0 |
118 |
TRANSFER
| 8,988.38 |
sdv-pii-kdn8q
| 68,793.58 | 377,932.39 |
sdv-pii-41t59
| 50,852.98 | 124.26 | 0 | 0 |
205 |
PAYMENT
| 11,465.27 |
sdv-pii-r5by4
| 82,963.42 | 1,761,575.53 |
sdv-pii-cdji2
| 2,264,118.98 | 407,554.29 | 0 | 0 |
743 |
TRANSFER
| 55,553.6 |
sdv-pii-g0yrk
| 924,150.85 | 4,001,979.21 |
sdv-pii-npfwa
| 98,155.66 | 290.39 | 0 | 0 |
78 |
CASH_OUT
| 323,323.15 |
sdv-pii-g4ffl
| 3,701,895.32 | 2,232,161.21 |
sdv-pii-kgn9p
| 1,945,295.66 | 9,609,896.65 | 0 | 0 |
367 |
TRANSFER
| 2,001.98 |
sdv-pii-zojjw
| 28,089.56 | 3,903,766.07 |
sdv-pii-eczn1
| 63,818.13 | 29.95 | 0 | 0 |
277 |
PAYMENT
| 53,418.89 |
sdv-pii-3lhzi
| 502,042.09 | 301,664.8 |
sdv-pii-orj1m
| 11,317.78 | 1.46 | 0 | 0 |
94 |
CASH_IN
| 309,311.65 |
sdv-pii-twhim
| 97,697.15 | 1,572,792.03 |
sdv-pii-nug8m
| 4,759,843.85 | 18,614,118.99 | 0 | 0 |
418 |
PAYMENT
| 288,607.73 |
sdv-pii-21u9o
| 297,321.79 | 80,214.15 |
sdv-pii-d0p8s
| 496,111.2 | 1,924,344.21 | 0 | 0 |
95 |
CASH_IN
| 221,900.51 |
sdv-pii-i9pq5
| 10,601.37 | 256,967.07 |
sdv-pii-k5nwg
| 972,300.16 | 2,692,388.12 | 0 | 0 |
140 |
CASH_IN
| 351,461.12 |
sdv-pii-6467i
| 5,266,022.21 | 10,151,749.37 |
sdv-pii-57pcj
| 3,804,242.7 | 795,563.5 | 0 | 0 |
89 |
CASH_IN
| 702.23 |
sdv-pii-jwk7f
| 6,454,219.21 | 16,400,487.25 |
sdv-pii-l7jxt
| 9,201.31 | 25.14 | 0 | 0 |
234 |
TRANSFER
| 30,551.63 |
sdv-pii-xm658
| 4,484,618.94 | 2,145,081.88 |
sdv-pii-kssfa
| 74,737.93 | 14,529.83 | 0 | 0 |
32 |
TRANSFER
| 338,207.71 |
sdv-pii-g0ze3
| 306.86 | 3.48 |
sdv-pii-hntai
| 76,233 | 9,010.89 | 0 | 0 |
324 |
CASH_IN
| 219,284.61 |
sdv-pii-ftuny
| 116,498.64 | 1,983,977.23 |
sdv-pii-hf5v7
| 4,917,440.76 | 3,174,948.31 | 0 | 0 |
85 |
CASH_OUT
| 133,224.68 |
sdv-pii-mn4vj
| 5,693,669.43 | 5,508,091.54 |
sdv-pii-k2ttn
| 763,758.45 | 117,857.56 | 0 | 0 |
621 |
PAYMENT
| 38,955.64 |
sdv-pii-5ra9q
| 2,187.51 | 21,450.01 |
sdv-pii-56yq5
| 724,033.68 | 14,502.09 | 0 | 0 |
292 |
PAYMENT
| 15,159.6 |
sdv-pii-vara9
| 11.43 | 3,094.99 |
sdv-pii-1ufmy
| 333,484.98 | 21,895.26 | 0 | 0 |
131 |
PAYMENT
| 35,757.67 |
sdv-pii-0yahx
| 626.65 | 31,382.81 |
sdv-pii-5xirc
| 23,083.18 | 84.78 | 0 | 0 |
268 |
CASH_IN
| 228,037.76 |
sdv-pii-k8hj1
| 3,641,447.86 | 11,594,992.4 |
sdv-pii-qrm5j
| 5,831,913.76 | 9,057,158.8 | 0 | 0 |
94 |
TRANSFER
| 57,425.51 |
sdv-pii-ht3rq
| 214,923.15 | 711,747.98 |
sdv-pii-0yrs0
| 117,635.28 | 50,125.86 | 0 | 0 |
162 |
TRANSFER
| 9,191.73 |
sdv-pii-3meo8
| 59,189.62 | 2,251,605.27 |
sdv-pii-450yx
| 911,164.15 | 5,541.63 | 0 | 0 |
238 |
PAYMENT
| 67,280.39 |
sdv-pii-7qtn3
| 0.27 | 3,010.32 |
sdv-pii-plf5v
| 1,928,143.31 | 3,251,703.98 | 0 | 0 |
206 |
CASH_OUT
| 411,380.99 |
sdv-pii-nyegv
| 597,449.07 | 93,128.19 |
sdv-pii-1vew5
| 919,657.16 | 549,161.15 | 0 | 0 |
130 |
CASH_IN
| 55,928.88 |
sdv-pii-6uwx0
| 6,722,277.68 | 17,473,616.75 |
sdv-pii-5kfqk
| 2,931,407.02 | 3,509,581.75 | 0 | 0 |
153 |
CASH_OUT
| 217,388.73 |
sdv-pii-wmegt
| 1,933,493.69 | 6,468,683.57 |
sdv-pii-59zmo
| 2,371,025.55 | 323,147.28 | 0 | 0 |
63 |
PAYMENT
| 395,203.69 |
sdv-pii-d3zf8
| 949,741.35 | 721,049.11 |
sdv-pii-fqrln
| 461,612.3 | 203,568.72 | 0 | 0 |
187 |
PAYMENT
| 17,151.45 |
sdv-pii-wmv1o
| 25,877.43 | 553,247.03 |
sdv-pii-eq1zw
| 535,518.09 | 1,966,069.18 | 0 | 0 |
163 |
PAYMENT
| 28,226.03 |
sdv-pii-cjdfg
| 4,282,177.01 | 1,434,178 |
sdv-pii-1rivm
| 117,782.74 | 13,497.34 | 0 | 0 |
84 |
CASH_OUT
| 104,394.61 |
sdv-pii-nf20n
| 15,326.96 | 8.58 |
sdv-pii-9s60l
| 1,151,484.77 | 772,190.48 | 0 | 0 |
230 |
CASH_OUT
| 18,538.62 |
sdv-pii-lx5v8
| 3,968,630.1 | 4,628,448.12 |
sdv-pii-ki8qg
| 283,159.35 | 885.51 | 0 | 0 |
374 |
PAYMENT
| 37,410.2 |
sdv-pii-dt4y4
| 143,689.44 | 305,864.05 |
sdv-pii-r9b9f
| 339,198.79 | 3,385.73 | 0 | 0 |
16 |
CASH_IN
| 711,041.23 |
sdv-pii-wfjdk
| 1,696,741.14 | 11,113,537.35 |
sdv-pii-jbxsu
| 5,331,327.29 | 5,277,625.65 | 0 | 0 |
241 |
CASH_OUT
| 72,596.6 |
sdv-pii-debt9
| 30,518.52 | 1,705,983.87 |
sdv-pii-ixekf
| 77,990.36 | 47.1 | 0 | 0 |
166 |
TRANSFER
| 52,600.92 |
sdv-pii-cciiy
| 420.93 | 1,142.95 |
sdv-pii-yjqej
| 318,216.63 | 8,045.62 | 0 | 0 |
119 |
CASH_IN
| 87,479.19 |
sdv-pii-i5g8v
| 213,017.44 | 1,018,949.72 |
sdv-pii-q15e2
| 232,869.63 | 716,431.64 | 0 | 0 |
159 |
PAYMENT
| 2,160.68 |
sdv-pii-ik5vn
| 1,907,471.12 | 1,038,462.98 |
sdv-pii-a2qzh
| 10,473.9 | 323.51 | 0 | 0 |