Unnamed: 0
int64
trans_date_trans_time
string
cc_num
int64
merchant
string
category
string
amt
float64
first
string
last
string
gender
string
street
string
city
string
state
string
zip
int64
lat
float64
long
float64
city_pop
int64
job
string
dob
string
trans_num
string
unix_time
int64
merch_lat
float64
merch_long
float64
is_fraud
int64
12,700
2020-06-25 11:54:04
2,235,335,206,132,667
fraud_Doyle Ltd
grocery_pos
102.3
Maria
Rosales
F
6611 Parrish Garden Apt. 428
Waynesfield
OH
45,896
40.6072
-83.9585
2,089
Building control surveyor
1963-06-22
51795971076cb06bf6355e64e6500903
1,372,161,244
40.52977
-83.851399
0
12,701
2020-06-25 11:54:24
4,610,050,989,831,291
fraud_Schumm, Bauch and Ondricka
grocery_pos
119.59
James
Lynch
M
5155 Mary Common Apt. 927
Utica
PA
16,362
41.4798
-79.9403
1,102
Garment/textile technologist
1989-07-08
caad4cfb8b60b8468ffc0b668066c3f7
1,372,161,264
40.740596
-79.234845
0
12,702
2020-06-25 11:55:00
3,567,879,740,649,740
fraud_Greenfelder, Bartoletti and Davis
misc_net
9.15
Tanya
Williams
F
566 Megan Well
Brownville
NY
13,615
44.0577
-76.0196
1,271
Producer, radio
1958-08-14
c435c9cd61befd3ef7b9042b7a2adb0b
1,372,161,300
44.100686
-76.131885
0
12,703
2020-06-25 11:56:49
3,514,865,930,894,695
fraud_Tillman, Fritsch and Schmitt
misc_net
3.25
Christopher
Castaneda
M
1632 Cohen Drive Suite 639
High Rolls Mountain Park
NM
88,325
32.9396
-105.8189
899
Naval architect
1967-08-30
e696ab1dfcb98e9acc26d7096ab44358
1,372,161,409
32.404696
-105.577078
0
12,704
2020-06-25 11:57:44
376,028,110,684,021
fraud_Berge LLC
gas_transport
70.89
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
31067987de13364d4149df3e383917dc
1,372,161,464
39.305667
-94.098196
0
12,705
2020-06-25 11:58:51
3,586,008,444,788,268
fraud_Hackett-Lueilwitz
grocery_pos
225.02
Crystal
Fuller
F
000 Jennifer Mills
Issaquah
WA
98,027
47.4974
-122.0107
50,489
Osteopath
1984-02-29
984f871f76f767a82d1e7f9ee536de75
1,372,161,531
46.852062
-121.83744
0
12,706
2020-06-25 11:59:41
180,067,784,565,096
fraud_Zboncak, Rowe and Murazik
shopping_net
7.97
Mary
Juarez
F
35440 Ryan Islands
North Prairie
WI
53,153
42.9385
-88.395
2,328
Applications developer
1942-01-06
a4da8d5c6d466cecf6dda9cc8326b1b6
1,372,161,581
43.926337
-87.595981
0
12,707
2020-06-25 12:01:20
630,424,987,505
fraud_Greenholt, O'Hara and Balistreri
shopping_net
4.02
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
1981-08-29
9b6b6c6cd039fa1fba924b5167fb83a6
1,372,161,680
39.1503
-79.082042
0
12,708
2020-06-25 12:01:34
3,527,536,963,490,470
fraud_Pollich LLC
home
5.55
Teresa
Stein
F
2838 White Fields Apt. 473
Brunson
SC
29,911
32.9413
-81.1807
1,725
Social researcher
1974-12-05
9a16c92c954b2190d62a039c3dfaa08c
1,372,161,694
33.201189
-81.900435
0
12,709
2020-06-25 12:02:08
4,584,931,703,207,308,300
fraud_Quitzon-Goyette
home
31.9
Amanda
Gomez
F
8152 Brittany Centers
Dallas
TX
75,218
32.8463
-96.6972
1,263,321
Designer, ceramics/pottery
1975-04-16
90d814e758590f4bfb4e31d9e3989f92
1,372,161,728
33.252365
-96.298575
0
12,710
2020-06-25 12:03:29
4,560,395,181,594,436,000
fraud_Goyette-Herzog
travel
8.57
Angela
Taylor
F
6343 Ramirez Skyway Apt. 518
Lakeport
CA
95,453
39.047
-122.9328
11,256
Podiatrist
1972-10-18
0fcf9c009b7037d7c97145f75b26e612
1,372,161,809
39.287998
-123.393303
0
12,711
2020-06-25 12:03:53
676,248,282,243
fraud_Swift PLC
kids_pets
15.92
Amanda
Wheeler
F
329 Emily Cape
Cape Coral
FL
33,909
26.6939
-81.9452
156,391
Higher education careers adviser
1968-02-09
75875c72b76d37e647052ccaf4b386bb
1,372,161,833
26.95588
-81.092153
0
12,712
2020-06-25 12:04:42
3,525,590,521,269,779
fraud_Bins-Tillman
entertainment
19.79
Scott
Fuller
M
861 Karen Common
Haw River
NC
27,258
36.0424
-79.3242
6,006
Paramedic
1984-07-20
a05b5ada747f670e4d7d3291b9c7ff37
1,372,161,882
36.930477
-78.58062
0
12,713
2020-06-25 12:05:31
4,450,831,335,606,294
fraud_Gulgowski LLC
home
82.68
Donna
Davis
F
6760 Donovan Lakes
Clayton
OK
74,536
34.5906
-95.38
1,760
Occupational psychologist
1972-01-20
d02a69fbc00db7e76d8c1336935f4524
1,372,161,931
34.111654
-95.000432
0
12,714
2020-06-25 12:05:58
30,408,301,059,761
fraud_Thompson-Gleason
health_fitness
63.79
Brandon
Pittman
M
2881 Frey Village
Cross
SC
29,436
33.3364
-80.1859
4,471
Occupational hygienist
1973-10-09
7a9447c2cd3186eb9b1e6bb9ebc2390a
1,372,161,958
33.889325
-79.650107
0
12,715
2020-06-25 12:06:14
180,048,185,037,117
fraud_Wilkinson LLC
personal_care
29.15
Mary
Wall
F
2481 Mills Lock
Plainfield
NJ
7,060
40.6152
-74.415
71,485
Leisure centre manager
1974-07-19
4f8b6697212c63a77d87ab18b54ac4ed
1,372,161,974
40.672673
-73.73242
0
12,716
2020-06-25 12:06:18
213,178,765,398,315
fraud_Ernser-Feest
home
92.45
Alan
Colon
M
748 Bryan Fields Suite 935
Riverton
WY
82,501
43.0351
-108.2024
19,408
Lecturer, higher education
1993-09-11
3e49b288e5f830667fd619570e73be57
1,372,161,978
42.902677
-109.193111
0
12,717
2020-06-25 12:06:26
6,011,367,958,204,270
fraud_Schimmel-Olson
kids_pets
46.21
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
0bbc4283a612fa4481067d8ded82cfd3
1,372,161,986
41.860063
-82.081958
0
12,718
2020-06-25 12:06:33
3,549,202,406,645,667
fraud_Schimmel-Olson
kids_pets
36.62
Larry
Williams
M
6274 David Oval Suite 725
Scarborough
ME
4,074
43.5835
-70.3457
18,760
Make
1933-04-02
6f8d2f2ea70bb1d5f83868ac532d777e
1,372,161,993
44.162539
-70.637091
0
12,719
2020-06-25 12:06:52
4,005,676,619,255,478
fraud_Lebsack and Sons
misc_net
3.48
William
Perry
M
458 Phillips Island Apt. 768
Denham Springs
LA
70,726
30.459
-90.9027
71,335
Herbalist
1994-05-31
07dcb356319409182550da2fcf96dfa1
1,372,162,012
29.557685
-90.610254
0
12,720
2020-06-25 12:07:50
3,565,943,051,129,759
fraud_Armstrong, Walter and Gottlieb
food_dining
50.65
David
Thomas
M
838 Dan Haven Suite 003
Webster City
IA
50,595
42.4657
-93.8262
9,165
Medical secretary
1963-05-23
f63b7e421027f4f9536bec13c4c75410
1,372,162,070
43.329621
-94.472966
0
12,721
2020-06-25 12:09:04
6,592,074,504,369,261
fraud_Schimmel-Olson
kids_pets
104.86
Amanda
Molina
F
8425 Daniel Knolls Suite 288
Philadelphia
PA
19,154
40.0897
-74.9781
1,526,206
Commercial horticulturist
1972-05-23
b43762a5006d26a02f03ae24f89cc6b4
1,372,162,144
39.200675
-75.523134
0
12,722
2020-06-25 12:10:33
4,933,461,930,348,832
fraud_Hahn, Douglas and Schowalter
travel
6.75
Richard
Carter
M
5097 Martin Ridges
Minneapolis
MN
55,403
44.9673
-93.2828
1,022,298
Chemical engineer
1976-09-29
2d82b434579b9c4afecd4c46d827c4c6
1,372,162,233
44.026443
-94.083679
0
12,723
2020-06-25 12:12:00
4,383,521,454,815
fraud_Armstrong, Walter and Gottlieb
food_dining
159.53
John
Robertson
M
209 Austin Stream Apt. 231
Indianapolis
IN
46,290
39.9347
-86.1633
910,148
Academic librarian
1987-09-22
1ccb09125ea8a631871aae9b486d4641
1,372,162,320
39.7407
-86.666885
0
12,724
2020-06-25 12:12:53
4,294,040,533,480,516
fraud_Kerluke Inc
misc_net
3.08
Gail
Weaver
F
979 Stewart Lake
New Ellenton
SC
29,809
33.413
-81.69
2,206
Biomedical scientist
1986-12-31
35d455563dee38e5a34b2f839ed1736f
1,372,162,373
33.340523
-81.279582
0
12,725
2020-06-25 12:13:17
344,709,867,813,900
fraud_Daugherty LLC
kids_pets
11.24
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
c05ee632a7bc9ce965ae323f6612694a
1,372,162,397
27.403203
-80.890002
0
12,726
2020-06-25 12:13:24
3,573,030,041,201,292
fraud_Lebsack and Sons
misc_net
3
Joanne
Williams
F
3638 Marsh Union
Altonah
UT
84,002
40.3207
-110.436
302
Sales professional, IT
1990-01-17
55de717836e32d0ce14c7f73db068dca
1,372,162,404
40.945088
-111.345653
0
12,727
2020-06-25 12:13:51
4,063,094,974,360,571,400
fraud_Lubowitz-Walter
kids_pets
56.03
Patricia
Mendoza
F
1683 Davidson Freeway
Mendon
UT
84,325
41.71
-111.9817
2,078
Scientist, audiological
1963-06-13
b86b8f91732f1fa8385c0a31957e2d55
1,372,162,431
41.25368
-111.539572
0
12,728
2020-06-25 12:14:01
3,534,330,126,107,879
fraud_Bechtelar-Rippin
food_dining
65.37
Jeffrey
Smith
M
713 Scott Pike Apt. 712
Bridger
MT
59,014
45.2857
-108.9082
1,446
Chartered loss adjuster
1978-01-15
b40fce367d427dd41955f8d3a646540a
1,372,162,441
44.877546
-108.283227
0
12,729
2020-06-25 12:14:26
3,585,052,663,373,890
fraud_Beer-Jast
kids_pets
35.09
Jeffery
Brown
M
296 Maria Street
West Eaton
NY
13,484
42.8546
-75.6605
176
Science writer
1963-12-28
c8dc326688cb73b75834d51c2bb65a8f
1,372,162,466
43.814157
-76.2771
0
12,730
2020-06-25 12:15:15
372,520,049,757,633
fraud_Schoen, Nienow and Bauch
personal_care
10.9
Lori
Ramirez
F
4293 Ramirez Squares
Ranier
MN
56,668
48.6031
-93.2977
136
Ceramics designer
2000-02-20
3a38e5faf56cb22d77258ba62e04a2de
1,372,162,515
49.491826
-93.900714
0
12,731
2020-06-25 12:15:23
675,945,690,716
fraud_Shanahan-Lehner
personal_care
115.51
Ellen
Smith
F
285 George Lake
Beaver Falls
PA
15,010
40.7687
-80.3592
28,425
Podiatrist
2000-06-09
6faa19d2529504feea265e7791143121
1,372,162,523
39.99701
-79.60037
0
12,732
2020-06-25 12:15:29
6,011,104,316,292,105
fraud_Leffler-Goldner
personal_care
27.07
Valerie
Davis
F
3861 Anderson Ramp Apt. 536
Drakes Branch
VA
23,937
36.9688
-78.5615
1,970
Energy engineer
1985-09-02
553cc53d55b3c77801024fa0fcec5c1a
1,372,162,529
37.949855
-78.489465
0
12,733
2020-06-25 12:16:11
371,284,100,299,909
fraud_Dare-Marvin
entertainment
68.06
Hannah
Thomas
F
1004 Willis Pass
Hedley
TX
79,237
34.8698
-100.6806
513
Early years teacher
1976-05-24
e52cc18b8a8c769bc7775e26f60df0fa
1,372,162,571
33.957601
-100.407727
0
12,734
2020-06-25 12:16:32
60,422,928,733
fraud_Emmerich-Rau
personal_care
148.84
Jeffrey
Powers
M
38352 Parrish Road Apt. 652
North Augusta
SC
29,860
33.6028
-81.9748
46,944
Secondary school teacher
1942-04-02
759994eb90c7c2fe3bd97447ba07447d
1,372,162,592
33.649417
-81.087717
0
12,735
2020-06-25 12:17:03
4,797,297,220,948,469,000
fraud_Altenwerth-Kilback
home
6.58
Erica
Briggs
F
3310 Davidson Spurs Apt. 107
Oolitic
IN
47,451
38.8938
-86.5246
1,228
Counsellor
1991-03-13
8d4e57e0df3ef3380daeafdf9c8ac2bf
1,372,162,623
39.134834
-85.938219
0
12,736
2020-06-25 12:17:09
4,755,696,071,492
fraud_Okuneva, Schneider and Rau
shopping_pos
2.62
Robert
Evans
M
01892 Patricia Vista Apt. 828
Sachse
TX
75,048
32.9643
-96.6012
20,328
Site engineer
1985-06-20
8d20fc99f445da38dd223bd3bb4adf13
1,372,162,629
32.632385
-96.99614
0
12,737
2020-06-25 12:17:22
3,591,919,803,438,423
fraud_Hudson-Grady
shopping_pos
5.48
Brian
Williams
M
32941 Krystal Mill Apt. 552
Titusville
FL
32,780
28.5697
-80.8191
54,767
Set designer
1987-07-25
d1bef7db3673cd36498f50b8fbaa4da4
1,372,162,642
28.274861
-81.59791
0
12,738
2020-06-25 12:17:42
581,686,439,828
fraud_Kub-Heaney
health_fitness
11.16
Larry
House
M
911 Sabrina Trafficway
Cochranton
PA
16,314
41.5205
-80.0573
5,507
Retail merchandiser
1973-07-28
f531b9dcbd02fe6d8b79c4d862d6c46b
1,372,162,662
40.9024
-79.071861
0
12,739
2020-06-25 12:17:48
213,180,742,685,905
fraud_Pollich LLC
home
30.17
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
d22701ec48c2404fb77c1e88d9977a9d
1,372,162,668
41.447534
-123.003579
0
12,740
2020-06-25 12:17:52
213,175,487,106,448
fraud_Moore, Williamson and Emmerich
home
36.71
Diane
Jackson
F
682 Mills Way Apt. 814
Rule
TX
79,548
33.0771
-99.959
932
Physicist, medical
1954-12-10
85b0cb4ed98324b8db0b14bc7c33c31a
1,372,162,672
33.524376
-100.815356
0
12,741
2020-06-25 12:18:13
2,222,001,896,600,109
fraud_Swaniawski, Nitzsche and Welch
health_fitness
10.82
Susan
Hernandez
F
2193 Osborne Run Apt. 789
Moro
IL
62,067
38.9318
-89.9618
2,401
Buyer, industrial
1972-01-03
322c07b361046fe0e5bfc0c39b73da09
1,372,162,693
39.545881
-89.853388
0
12,742
2020-06-25 12:19:51
213,161,293,389,774
fraud_Fahey Inc
kids_pets
236.65
Catherine
Weber
F
74890 Rodriguez Springs Apt. 540
West Henrietta
NY
14,586
43.0397
-77.6871
10,256
Teacher, primary school
1968-06-24
7ea261f0ad7ff3332513c923c1d212af
1,372,162,791
43.348622
-77.303518
0
12,743
2020-06-25 12:19:56
4,890,424,426,862,857,000
fraud_Gutmann, McLaughlin and Wiza
home
3.66
Jeremy
Whitney
M
0371 Aimee Neck Suite 856
Sacramento
CA
95,827
38.5662
-121.3286
757,530
Magazine features editor
1979-04-30
b2a62e8417c03ec2087c1d3996261b35
1,372,162,796
38.625132
-120.337404
0
12,744
2020-06-25 12:20:16
6,011,231,546,538,393
fraud_Baumbach Ltd
personal_care
5.47
Johnny
Bennett
M
321 Camacho Causeway
Boonton
NJ
7,005
40.9115
-74.414
15,269
Psychologist, sport and exercise
1993-07-05
5d5501c3d92d4e9c9e98899811056970
1,372,162,816
40.166398
-73.524585
0
12,745
2020-06-25 12:20:40
4,400,011,257,587,662,000
fraud_Botsford and Sons
home
57.91
Marissa
Powell
F
474 Allen Haven
North Loup
NE
68,859
41.4972
-98.7858
509
Nurse, children's
1980-09-15
6492b859bb75f011dc384d9deddd0ec6
1,372,162,840
41.532129
-98.109482
0
12,746
2020-06-25 12:20:48
4,956,828,990,005,111,000
fraud_Bernier and Sons
kids_pets
26.39
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
1980-12-21
73b4e44f72b428e69b559f8886537bb4
1,372,162,848
40.28162
-73.505243
0
12,747
2020-06-25 12:21:02
4,979,422,371,139,333
fraud_Lubowitz, Terry and Stracke
personal_care
139.51
Kelly
Zimmerman
F
1893 Katie Tunnel
Westerville
NE
68,881
41.4193
-99.3844
73
Product designer
1935-02-10
24dd74608b54e8a78f0c7235bedbe8da
1,372,162,862
40.68604
-98.841345
0
12,748
2020-06-25 12:21:16
3,567,697,931,646,329
fraud_Botsford Ltd
shopping_pos
5.85
John
Stevens
M
428 Morgan River
Hudson
NY
12,534
42.247
-73.7552
17,867
Travel agency manager
1998-07-29
56167f1c051e1099b086887e13c5c000
1,372,162,876
41.728931
-74.115319
0
12,749
2020-06-25 12:21:33
675,990,301,623
fraud_Little Ltd
kids_pets
133.29
Amanda
Spencer
F
6682 Green Forks
Ogdensburg
NJ
7,439
41.0767
-74.5982
2,456
Senior tax professional/tax inspector
1994-03-13
1e9ede2e2a5a8cb6fd804c718d1c5057
1,372,162,893
40.840664
-75.419386
0
12,750
2020-06-25 12:21:42
4,698,163,635,895,795
fraud_Conroy Ltd
shopping_pos
8.09
Sharon
Powell
F
101 Carla Loop
Wendel
CA
96,136
40.3406
-120.2824
104
Teacher, adult education
1989-08-16
f712909d0de77af07b541f8caf4e286a
1,372,162,902
39.978608
-119.914842
0
12,751
2020-06-25 12:22:39
4,587,657,402,165,341,700
fraud_Kuphal-Bartoletti
misc_net
174.42
Amber
Lewis
F
6296 John Keys Suite 858
Pembroke Township
IL
60,958
41.0646
-87.5917
2,135
Psychotherapist, child
2004-05-08
c8b851dfe8a1ed40b4aa879564b27456
1,372,162,959
41.569946
-88.57513
0
12,752
2020-06-25 12:23:01
4,671,727,014,157,745
fraud_Nolan-Williamson
kids_pets
316.76
Kenneth
Edwards
M
3653 Ryan Crossroad
Andrews
IN
46,702
40.8618
-85.6067
2,304
Retail banker
1955-07-25
207a4c9bdad5295eeaddff10509d7a65
1,372,162,981
40.612198
-86.585813
0
12,753
2020-06-25 12:24:23
4,836,998,673,805,450
fraud_O'Connell, Botsford and Hand
home
107.62
Susan
Hardy
F
516 Brown Parks
Manistique
MI
49,854
46.0062
-86.2555
6,469
Trade mark attorney
1979-04-12
bf4d7991dc3def455ac1b532c8428450
1,372,163,063
45.634489
-85.64926
0
12,754
2020-06-25 12:24:24
4,561,368,699,336,875
fraud_Wisozk and Sons
misc_pos
86.69
Pamela
Lewis
F
653 Jessica Extension Apt. 668
Clifton
SC
29,324
34.9906
-81.8327
167
Museum/gallery conservator
1988-11-01
7948c8e12c0e1d96cdd0df35477bde8f
1,372,163,064
34.989374
-82.795246
0
12,755
2020-06-25 12:24:37
4,018,105,808,392,773,600
fraud_Lubowitz, Terry and Stracke
personal_care
7.4
Katherine
Love
F
5884 Sandoval Square Apt. 371
Allenhurst
NJ
7,711
40.2367
-74.0067
1,533
Administrator, charities/voluntary organisations
1935-04-15
9a50a7bd18315d8fe995330e5de0968e
1,372,163,077
39.768944
-74.657795
0
12,756
2020-06-25 12:25:34
6,011,679,934,075,347
fraud_Kuhic LLC
shopping_net
7.82
Jennifer
Gonzalez
F
5517 Stacy Land
Jelm
WY
82,063
41.0539
-106.0763
100
Public librarian
1974-04-16
222a387d778ff15bc80a08c1f6357530
1,372,163,134
40.820462
-105.641744
0
12,757
2020-06-25 12:25:35
377,026,671,291,680
fraud_Cruickshank-Mills
entertainment
5.54
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
7ee228003f217679b2a5b8706e39453a
1,372,163,135
37.928107
-90.95991
0
12,758
2020-06-25 12:25:50
3,589,289,942,931,264
fraud_Abernathy and Sons
food_dining
61.9
Paula
Estrada
F
350 Stacy Glens
Spencer
SD
57,374
43.7557
-97.5936
343
Development worker, international aid
1972-03-05
e58f375029a6713d92edb30813bf5b9f
1,372,163,150
44.753412
-96.729171
0
12,759
2020-06-25 12:26:22
4,792,627,764,422,478,000
fraud_Douglas, DuBuque and McKenzie
travel
2.41
Margaret
Mendez
F
7952 Karen Pike
De Soto
KS
66,018
38.9462
-94.9714
5,760
Chief Executive Officer
1978-10-01
5e2eb4e0f5836108dea4b408f9ce1f5e
1,372,163,182
39.511288
-95.246465
0
12,760
2020-06-25 12:27:07
342,360,239,917,375
fraud_Kihn, Brakus and Goyette
personal_care
4.66
Gabriella
Jordan
F
1299 Joshua Plains
Howes Cave
NY
12,092
42.7045
-74.3648
1,304
Jewellery designer
1970-06-09
3c15fcbfeaf9baa7d197b3d9393094ab
1,372,163,227
43.427362
-73.524021
0
12,761
2020-06-25 12:27:08
581,686,439,828
fraud_Bernier, Volkman and Hoeger
misc_net
8.94
Larry
House
M
911 Sabrina Trafficway
Cochranton
PA
16,314
41.5205
-80.0573
5,507
Retail merchandiser
1973-07-28
63792d038340b8e6f367884050d1af8a
1,372,163,228
41.226564
-81.054877
0
12,762
2020-06-25 12:27:09
30,270,432,095,985
fraud_Graham and Sons
health_fitness
11.88
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
dfb7a2b1d882f84c00c655ba0287c50c
1,372,163,229
40.053157
-91.028649
0
12,763
2020-06-25 12:27:56
213,124,978,348,176
fraud_O'Connell-Ullrich
home
3.63
Steven
Arnold
M
079 Chelsea Rest
Belfast
NY
14,711
42.32
-78.0943
1,766
Mechanical engineer
1962-06-04
bd33944ff1d2a13be0bcc1585225229e
1,372,163,276
41.562263
-78.523388
0
12,764
2020-06-25 12:29:37
3,557,442,674,264,531
fraud_Schiller Ltd
personal_care
44.26
Angela
Edwards
F
486 Wilkins Pines
Lithopolis
OH
43,136
39.8013
-82.8125
460
Lecturer, higher education
2004-06-19
ec243666577926553ec9df0f32d3e0d9
1,372,163,377
39.433593
-82.77963
0
12,765
2020-06-25 12:29:54
3,502,088,871,723,054
fraud_Smith-Stokes
misc_pos
142.19
Scott
Martin
M
31472 Cody Place Suite 740
Kensington
MD
20,895
39.0298
-77.0793
19,054
Operations geologist
1976-09-08
9d036822eca7304c2b4508a83ca1da38
1,372,163,394
39.504669
-77.366281
0
12,766
2020-06-25 12:30:27
345,832,460,465,610
fraud_Romaguera, Wehner and Tromp
kids_pets
146.45
Jason
Mcmahon
M
6385 Donald Square Suite 429
Springfield
VA
22,151
38.8029
-77.2116
104,396
Production engineer
1950-11-20
7428efce24875adaf10fbf8cce6d4ab2
1,372,163,427
38.489414
-76.454597
0
12,767
2020-06-25 12:31:11
2,252,055,259,910,912
fraud_Skiles LLC
home
80.75
Jason
Hernandez
M
220 Frank Gardens
Hewitt
WI
54,441
44.6437
-90.1031
828
Arts development officer
1991-08-19
719c13eb99ad6f1c4bb4d66b56d77280
1,372,163,471
45.2383
-90.212202
0
12,768
2020-06-25 12:31:58
38,588,538,868,506
fraud_Kilback Group
food_dining
29.06
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
d441d884dbe32a70eea6548479157141
1,372,163,518
29.711027
-103.478487
0
12,769
2020-06-25 12:32:09
370,612,217,861,404
fraud_Schoen, Nienow and Bauch
personal_care
18.99
Amanda
Fitzgerald
F
298 Kayla Lights
Bristol
PA
19,007
40.1159
-74.8536
21,125
Administrator, charities/voluntary organisations
1985-05-25
e6613225c7a9ac30d176a0f8167cc8f1
1,372,163,529
39.530375
-74.334334
0
12,770
2020-06-25 12:32:13
4,383,521,454,815
fraud_Bins, Balistreri and Beatty
shopping_pos
7.95
John
Robertson
M
209 Austin Stream Apt. 231
Indianapolis
IN
46,290
39.9347
-86.1633
910,148
Academic librarian
1987-09-22
9081781fef46220ac303245802855c13
1,372,163,533
39.670473
-85.329091
0
12,771
2020-06-25 12:32:21
2,283,743,876,903,625
fraud_Turner LLC
travel
3.9
Shannon
Williams
F
9345 Spencer Junctions Suite 183
Alpharetta
GA
30,009
34.077
-84.3033
165,556
Prison officer
1997-12-27
3f50334b829f83ec29a27587d466b18e
1,372,163,541
34.281035
-84.104533
0
12,772
2020-06-25 12:34:20
30,042,378,430,132
fraud_Moore, Williamson and Emmerich
home
100.43
Connor
Grant
M
0654 Kevin Turnpike Apt. 084
Northport
NY
11,768
40.9051
-73.3309
21,902
Tour manager
1976-05-16
bab81a94f4de754e2f8c61c1db619c22
1,372,163,660
40.016396
-73.94434
0
12,773
2020-06-25 12:34:45
4,277,232,699,798,846
fraud_Reilly and Sons
health_fitness
73.63
Jennifer
Vance
F
13299 Patrick Terrace
Rhame
ND
58,651
46.1664
-103.7079
475
Illustrator
1955-11-10
28ac344b819bd3c640b557aeecaca866
1,372,163,685
45.280876
-103.328813
0
12,774
2020-06-25 12:35:18
2,713,913,904,780,408
fraud_Rolfson-Kunde
personal_care
24.33
Jacqueline
Howard
F
4511 Choi Lock
Delhi
LA
71,232
32.3929
-91.4714
6,581
Multimedia programmer
1964-02-13
e2b003a63b9f78da75afc3692ca018e2
1,372,163,718
31.72447
-90.679114
0
12,775
2020-06-25 12:35:28
502,012,776,709
fraud_Weimann-Lockman
kids_pets
192.49
Sherry
Martinez
F
144 Yu Locks Apt. 754
Garrattsville
NY
13,342
42.6315
-75.1866
165
Naval architect
1945-09-20
d898e222cbba3decdd771174fbc94e20
1,372,163,728
42.816435
-75.418457
0
12,776
2020-06-25 12:36:01
4,003,989,662,068,504
fraud_Larkin, Stracke and Greenfelder
entertainment
6.37
Chris
White
M
98897 Bennett Lodge
Bessemer
AL
35,022
33.3224
-86.9657
71,463
Radio broadcast assistant
1989-02-08
f303ef98992713a526cbf82ec75b8565
1,372,163,761
34.076115
-86.402543
0
12,777
2020-06-25 12:36:52
348,379,466,427,142
fraud_Skiles LLC
home
20.76
Michael
Rowe
M
7428 Martinez Flats
Melbourne
FL
32,935
28.1384
-80.6524
139,650
Database administrator
1957-01-23
e63955da9ceb50ce5ba6bb8e170b8ba8
1,372,163,812
28.611308
-79.80328
0
12,778
2020-06-25 12:37:03
4,514,242,065,619,750
fraud_Conroy, Balistreri and Gorczany
health_fitness
74.04
Janet
Carpenter
F
9870 Collins Flat
Laramie
WY
82,072
41.4247
-105.4781
35,371
Pilot, airline
1988-09-02
7c91f18e1599d3873bf46eb6836a3b82
1,372,163,823
41.297513
-105.41365
0
12,779
2020-06-25 12:37:08
6,524,376,634,971,418
fraud_Schimmel-Olson
kids_pets
67.11
Jasmine
Foster
F
954 White Alley Apt. 251
Phil Campbell
AL
35,581
34.347
-87.7154
5,778
Engineer, aeronautical
1952-12-05
9f1893a5e973bc97ea8d6307cc04afc1
1,372,163,828
35.012596
-87.482593
0
12,780
2020-06-25 12:37:30
4,561,546,772,499
fraud_Larson-Moen
entertainment
81.13
Daniel
Briggs
M
7118 Jessica Unions Apt. 789
Moriarty
NM
87,035
34.9889
-106.0609
7,268
Therapist, art
1988-08-04
0d9300fdded769204f1a8dd7378bffc7
1,372,163,850
34.088103
-106.567817
0
12,781
2020-06-25 12:38:15
2,269,768,987,945,882
fraud_Adams-Barrows
health_fitness
63.92
Shannon
Patterson
F
9808 Ellis Bypass
Mount Morris
NY
14,510
42.6835
-77.8664
4,895
Acupuncturist
1958-10-29
4c7e497f234282d58ff172e14409d15a
1,372,163,895
43.426998
-78.665769
0
12,782
2020-06-25 12:38:44
3,501,509,250,702,469
fraud_Runolfsdottir, Mueller and Hand
entertainment
24.03
Frank
Anderson
M
0611 Stafford Valley Suite 504
Naples
FL
34,112
26.1184
-81.7361
276,002
Programme researcher, broadcasting/film/video
1979-01-02
28b51e4ca5e5df4e82cdc54ca18194eb
1,372,163,924
25.821183
-82.376475
0
12,783
2020-06-25 12:38:45
6,538,441,737,335,434
fraud_Kulas Group
health_fitness
53.63
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
dacf5a14475d547ea684187e9e976a7a
1,372,163,925
41.145722
-79.194959
0
12,784
2020-06-25 12:39:13
372,246,459,334,925
fraud_Kuhn Group
food_dining
50.51
Rick
Martinez
M
062 Poole Hollow Apt. 815
Deadwood
SD
57,732
44.3566
-103.6999
1,979
Multimedia programmer
1970-03-13
183ba254891fd69f15aea810faa4b317
1,372,163,953
43.589602
-103.800739
0
12,785
2020-06-25 12:39:26
3,521,417,320,836,166
fraud_Durgan, Gislason and Spencer
home
9.52
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
fd43c9a966acac0058721f1fe671565d
1,372,163,966
39.940364
-86.777955
0
12,786
2020-06-25 12:39:57
4,067,137,330,196,900
fraud_Haley Group
misc_pos
45.46
Christina
Eaton
F
3256 Brooks Field
Eldridge
AL
35,554
33.9315
-87.6194
1,186
Politician's assistant
1986-11-12
57e1421111d04d90b89f28f0959dab64
1,372,163,997
33.615913
-86.898567
0
12,787
2020-06-25 12:40:12
38,052,002,992,326
fraud_Watsica, Haag and Considine
shopping_pos
4.04
Anna
Logan
F
3522 Park Wells Suite 528
Cleveland
TX
77,327
30.33
-95.0202
34,153
Building surveyor
1995-09-11
44a44cd515a647f27ae95f2ecb723f21
1,372,164,012
29.81796
-95.813769
0
12,788
2020-06-25 12:41:31
6,011,438,889,172,900
fraud_Abbott-Steuber
personal_care
37.55
Allison
Allen
F
40624 Rebecca Spurs
De Witt
AR
72,042
34.2853
-91.3336
5,161
Electrical engineer
1993-04-08
6cd6c000ab963e9469573b821e851f46
1,372,164,091
35.228648
-92.329586
0
12,789
2020-06-25 12:41:33
372,382,441,451,095
fraud_Bode-Rempel
kids_pets
3.31
Brent
Terrell
M
502 Rice Plaza Apt. 979
Port Ewen
NY
12,466
41.8948
-73.9767
2,471
Heritage manager
1966-01-21
5aebdd269d765f9910ec436090470034
1,372,164,093
41.373551
-73.578999
0
12,790
2020-06-25 12:42:23
36,485,887,555,770
fraud_Schiller, Blanda and Johnson
home
31.87
Michael
Gross
M
230 Ryan Tunnel Apt. 025
Fulton
OH
43,321
40.4971
-82.8342
267
Facilities manager
2005-01-29
cd94a326f99a972cb64ce10ba081b533
1,372,164,143
41.173091
-83.270408
0
12,791
2020-06-25 12:42:29
344,709,867,813,900
fraud_Romaguera, Wehner and Tromp
kids_pets
9.83
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
49db62b5e8e145102936c26faecf83e6
1,372,164,149
26.755603
-81.033829
0
12,792
2020-06-25 12:42:36
6,011,652,924,285,713
fraud_Cormier LLC
shopping_net
1.08
Kathryn
Smith
F
19838 Tonya Prairie Apt. 947
Rocky Mount
MO
65,072
38.2911
-92.7059
1,847
Tax inspector
1988-10-26
99bc957dc88fd3b095a06596e1eb2107
1,372,164,156
38.184033
-93.084941
0
12,793
2020-06-25 12:42:40
4,377,338,765,909,719
fraud_Denesik, Powlowski and Pouros
home
29.13
Nicholas
Mcmahon
M
2123 Jonathan Falls Suite 753
Heiskell
TN
37,754
36.115
-84.0438
4,729
Geologist, wellsite
1982-04-19
5b6d31c3c7d60b005d653efb56a97921
1,372,164,160
35.336384
-84.774967
0
12,794
2020-06-25 12:43:42
4,191,109,180,926,792
fraud_Williamson LLC
misc_pos
6.87
Jennifer
Spencer
F
477 Wheeler Burg
Amanda
OH
43,102
39.6251
-82.7552
4,512
Farm manager
1992-10-03
e0a02af7a7b726ed2c13d9c69ef680f3
1,372,164,222
38.643285
-83.275003
0
12,795
2020-06-25 12:43:55
4,862,293,128,558
fraud_Hyatt, Russel and Gleichner
health_fitness
48.12
Elizabeth
Payne
F
897 Daugherty Mission
Grassflat
PA
16,839
41.0036
-78.1104
489
Pension scheme manager
1956-09-15
c0ff563d6071ba1d1928f7b813401e81
1,372,164,235
41.343956
-79.102982
0
12,796
2020-06-25 12:44:09
6,595,970,453,799,027
fraud_Fadel-Hilpert
health_fitness
12.36
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
cb2a022d199c01263a92b8bea6d178b5
1,372,164,249
39.976607
-74.769426
0
12,797
2020-06-25 12:44:32
4,378,993,458,389,626
fraud_Hayes, Marquardt and Dibbert
misc_net
3.11
Travis
Hayes
M
1561 Chase Grove
Conway
NH
3,818
43.9742
-71.1503
3,807
Surgeon
1999-10-25
74bc2063a49e81b035f8d74482296623
1,372,164,272
43.27557
-70.564825
0
12,798
2020-06-25 12:44:33
345,389,171,551,808
fraud_Ritchie, Bradtke and Stiedemann
travel
4.79
Justin
Fowler
M
5569 Phillips Neck Apt. 003
Coffeeville
MS
38,922
33.9215
-89.6782
3,451
Financial trader
1984-05-19
aff0698e838de96f748bfa739a4fefae
1,372,164,273
33.357176
-90.188772
0
12,799
2020-06-25 12:44:34
30,131,826,429,364
fraud_Hyatt-Blick
travel
3.56
Brianna
Foley
F
57256 Raymond Ports
Knoxville
TN
37,932
35.9335
-84.1481
391,389
Designer, industrial/product
1994-04-22
171816f5e38cb737b362cd5de9836fad
1,372,164,274
36.274487
-84.257835
0