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
1,271,900
2020-06-12 14:16:37
4,169,388,510,116
fraud_Jacobi Inc
health_fitness
8.03
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
1962-09-27
8e3528b87cc67cd8ca6097692dbcf977
1,371,046,597
43.107962
-77.431104
0
1,271,901
2020-06-12 14:17:19
2,274,911,989,136,158
fraud_Roberts, Daniel and Macejkovic
kids_pets
5.23
Robert
Velazquez
M
3136 Silva Stream
Parker
CO
80,138
39.5102
-104.7216
84,861
Materials engineer
1932-03-10
8cbba483fd3844633827e2a7de19b3f1
1,371,046,639
40.380822
-104.910277
0
1,271,902
2020-06-12 14:17:52
30,428,204,673,351
fraud_Altenwerth-Kilback
home
79.32
Greg
Villarreal
M
2851 Foster Shoals
Schaefferstown
PA
17,088
40.3087
-76.2963
823
Gaffer
1982-07-02
d098ff6b3492b255693863941de3e6e3
1,371,046,672
39.781652
-75.946681
0
1,271,903
2020-06-12 14:18:00
213,175,487,106,448
fraud_Skiles LLC
home
18.54
Diane
Jackson
F
682 Mills Way Apt. 814
Rule
TX
79,548
33.0771
-99.959
932
Physicist, medical
1954-12-10
28055c60d83358576b2db50ca5fbbf23
1,371,046,680
33.207842
-99.880921
0
1,271,904
2020-06-12 14:18:12
2,242,542,703,101,233
fraud_Yost, Block and Koepp
misc_pos
167.28
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
ee91508541201da4458da2742a65d701
1,371,046,692
39.029761
-85.47716
0
1,271,905
2020-06-12 14:18:53
3,543,591,270,174,051
fraud_Bode-Rempel
kids_pets
1.04
Margaret
Lam
F
6911 Nicholas Keys Apt. 237
Armagh
PA
15,920
40.4603
-79.0097
922
Early years teacher
1972-10-04
52f819b82feef9ad383f54c68e954eee
1,371,046,733
40.126036
-78.969315
0
1,271,906
2020-06-12 14:19:06
3,525,668,150,756,629
fraud_Stark-Batz
entertainment
69.87
Christopher
Choi
M
04611 Sandra Spring Suite 059
Rumely
MI
49,826
46.3481
-87.0436
137
Film/video editor
1990-08-13
51232806e5138c1ca65bb91ac92cd671
1,371,046,746
46.361253
-87.14276
0
1,271,907
2020-06-12 14:20:05
377,993,105,397,617
fraud_Lakin, Ferry and Beatty
food_dining
14.49
Nathan
Martinez
M
586 Thomas Cliffs
Oconto Falls
WI
54,154
44.8755
-88.1555
5,548
Mining engineer
1975-09-11
a0b80843a27d52a01c643ebba636b020
1,371,046,805
45.135219
-88.617872
0
1,271,908
2020-06-12 14:20:06
4,841,313,716,651,064
fraud_Mueller, Gerhold and Mueller
health_fitness
73.42
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
44cc47a01270226f65ad63e4506447d4
1,371,046,806
44.183931
-71.641636
0
1,271,909
2020-06-12 14:21:01
3,560,318,482,131,952
fraud_Schiller, Blanda and Johnson
home
9.12
William
Skinner
M
524 Wu Spurs Suite 894
Mount Hope
AL
35,651
34.4793
-87.4769
1,312
Librarian, academic
1955-02-01
ca37caa50a9f668fa11d2d4b2e44c059
1,371,046,861
34.251891
-88.456248
0
1,271,910
2020-06-12 14:22:43
2,242,542,703,101,233
fraud_Kulas Group
health_fitness
25.59
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
406f605458d67b311013063566d684fd
1,371,046,963
37.606567
-85.15007
0
1,271,911
2020-06-12 14:23:01
180,094,419,304,907
fraud_Predovic Inc
shopping_net
77.89
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
1972-09-22
1809ecbba884720c2f1379dae88382ca
1,371,046,981
33.989602
-116.440369
0
1,271,912
2020-06-12 14:23:06
4,209,696,857,872,688,600
fraud_Schneider, Hayes and Nikolaus
food_dining
3.27
Sarah
Bell
F
6963 Russell Causeway Suite 231
Galatia
IL
62,935
37.8274
-88.6235
1,943
Restaurant manager, fast food
1971-10-19
dd1d541e5a9726fc5a716a7644d2bb83
1,371,046,986
37.97837
-87.838548
0
1,271,913
2020-06-12 14:24:05
2,248,735,346,244,816
fraud_Ledner, Hartmann and Feest
health_fitness
14.52
Jacob
Weber
M
29156 Mark Park Apt. 108
Utica
KS
67,584
38.6411
-100.138
269
Product/process development scientist
1962-11-11
80fc488744366d46f0c0222b92f9a259
1,371,047,045
39.499563
-99.576259
0
1,271,914
2020-06-12 14:24:12
374,497,717,543,058
fraud_Gleason and Sons
kids_pets
17.41
Linda
Hurst
F
31701 Tucker Square Suite 893
Wilton
ND
58,579
47.1709
-100.7944
1,190
Designer, ceramics/pottery
1948-06-30
6b042e69dd3ec36ed721dd987646babf
1,371,047,052
47.40646
-101.425584
0
1,271,915
2020-06-12 14:24:22
3,517,527,805,128,735
fraud_Berge, Kautzer and Harris
personal_care
13.22
Tracy
Conway
F
6778 Campos Field
Bonfield
IL
60,913
41.1573
-88.0619
1,617
Medical secretary
1990-04-25
7249330752c0a54970da7cd6b23d689f
1,371,047,062
40.691011
-89.015267
0
1,271,916
2020-06-12 14:24:25
3,526,826,139,003,047
fraud_Ullrich Ltd
kids_pets
10.29
Nathan
Massey
M
5783 Evan Roads Apt. 465
Falmouth
MI
49,632
44.2529
-85.017
1,126
Furniture designer
1955-07-06
a023a13492fee279d597eb1d0ba89f53
1,371,047,065
43.740424
-84.410559
0
1,271,917
2020-06-12 14:24:32
6,011,581,063,717,667
fraud_Jacobi Inc
health_fitness
1.87
Jerry
Perkins
M
3867 Susan Corners Apt. 883
Brashear
MO
63,533
40.1959
-92.4333
805
Private music teacher
1970-06-27
046f265a05be34f224ae7a4246259bec
1,371,047,072
39.787277
-93.212746
0
1,271,918
2020-06-12 14:24:33
630,484,879,808
fraud_Schulist Ltd
food_dining
58.64
Ian
Patton
M
8088 Sherman Radial Suite 689
Helm
CA
93,627
36.4992
-120.0936
123
Early years teacher
1973-02-07
8ddc1739eaffc36b53f600dc1809d066
1,371,047,073
37.270985
-119.32303
0
1,271,919
2020-06-12 14:25:18
4,462,038,234,743,679,500
fraud_Hyatt, Russel and Gleichner
health_fitness
42.88
Kimberly
Bush
F
6027 Scott Meadows Suite 494
Dell City
TX
79,837
31.924
-105.2099
579
Hydrogeologist
1945-11-26
9263739a40b5afc5fb0cabdbf3d966e9
1,371,047,118
32.40107
-106.007263
0
1,271,920
2020-06-12 14:25:28
2,706,977,570,537,524
fraud_Kub-Heaney
health_fitness
76.05
David
Serrano
M
4739 Martin Common
Zaleski
OH
45,698
39.283
-82.3977
341
Accounting technician
1978-12-18
3f87510153130705276ce3a0b3341f97
1,371,047,128
38.829164
-82.084762
0
1,271,921
2020-06-12 14:26:10
6,011,504,998,544,485
fraud_Graham, Hegmann and Hammes
food_dining
5.45
Ashley
Whitney
F
4038 Smith Avenue
Jones
AL
36,749
32.5104
-86.8138
1,089
Materials engineer
1971-11-02
16868774de55f22a666ae86fdb5e0f84
1,371,047,170
33.351815
-86.774752
0
1,271,922
2020-06-12 14:26:13
6,506,116,513,503,136
fraud_Kub-Heaney
health_fitness
24.88
Kimberly
Rice
F
63991 Destiny Rue Apt. 651
Tyler
TX
75,703
32.2768
-95.3031
144,160
Sports development officer
1984-05-04
d7967cd553d3c8bcae5db457d1281484
1,371,047,173
31.956548
-94.617535
0
1,271,923
2020-06-12 14:26:38
3,518,669,219,150,142
fraud_Kihn, Brakus and Goyette
personal_care
28.9
Dorothy
Thomas
F
537 Rice Square Suite 040
Milford
OH
45,150
39.1657
-84.233
31,394
Hospital doctor
1996-11-12
0c939e4d0a607b0d5ee2903d79c2c1dc
1,371,047,198
39.842013
-83.355664
0
1,271,924
2020-06-12 14:26:39
4,092,452,671,396,169,700
fraud_Hills-Boyer
personal_care
3.44
Jeffrey
Vargas
M
478 Alexandria Mount
Bolton
NC
28,423
34.3091
-78.3372
2,290
Engineer, biomedical
1945-12-07
fa3796d8ccb373e8d7206f7768b9c985
1,371,047,199
35.117824
-77.649469
0
1,271,925
2020-06-12 14:27:00
4,587,657,402,165,341,700
fraud_Jast Ltd
shopping_net
435.75
Amber
Lewis
F
6296 John Keys Suite 858
Pembroke Township
IL
60,958
41.0646
-87.5917
2,135
Psychotherapist, child
2004-05-08
dc6d5c3dd957d76a16afca797df05770
1,371,047,220
41.387716
-87.295418
0
1,271,926
2020-06-12 14:27:09
3,551,217,896,304,745
fraud_Yost, Schamberger and Windler
kids_pets
24.61
Sara
Harris
F
597 Jenny Ford Apt. 543
Tupper Lake
NY
12,986
44.232
-74.4905
6,120
Chartered loss adjuster
1976-10-09
db0b8fd170b47363bc263565426144c6
1,371,047,229
44.413407
-74.718055
0
1,271,927
2020-06-12 14:28:24
4,364,010,865,167,176
fraud_Kassulke Inc
entertainment
41.25
Gary
Martinez
M
03512 Jackson Ports
Reno
NV
89,512
39.5483
-119.7957
276,896
Immunologist
1997-03-12
1bc47cc30f02f5e9e388325625fddab1
1,371,047,304
38.614835
-120.193967
0
1,271,928
2020-06-12 14:28:53
4,708,992,452,821,239
fraud_Skiles LLC
home
25.22
Jared
Walters
M
3326 Hannah Fords
Cord
AR
72,524
35.8184
-91.3375
376
Designer, ceramics/pottery
1938-09-08
00d265420be5c52d07effe2c54bf1ebf
1,371,047,333
36.041081
-90.415472
0
1,271,929
2020-06-12 14:29:04
347,073,228,412,010
fraud_O'Hara-Wilderman
food_dining
57.59
Ryan
Johnson
M
40178 Lisa Mission
Alva
WY
82,711
44.6873
-104.4414
110
Administrator, local government
1973-05-16
7b4abfe67e9e4762609dc9df6345d820
1,371,047,344
44.71449
-103.646189
0
1,271,930
2020-06-12 14:29:49
3,589,289,942,931,264
fraud_Bahringer, Bergnaum and Quitzon
home
31.87
Paula
Estrada
F
350 Stacy Glens
Spencer
SD
57,374
43.7557
-97.5936
343
Development worker, international aid
1972-03-05
d6da91a10c91eec136efd0e3b2dee7af
1,371,047,389
44.28175
-97.525454
0
1,271,931
2020-06-12 14:29:51
501,802,953,619
fraud_Hyatt, Russel and Gleichner
health_fitness
27.51
Robert
Flores
M
3277 Fields Meadows Apt. 790
Greenview
CA
96,037
41.5403
-122.9366
308
Call centre manager
1958-09-20
a019a930cd72351f3d2d81d336c41811
1,371,047,391
42.309438
-123.577465
0
1,271,932
2020-06-12 14:29:59
4,810,789,809,665,943,000
fraud_Baumbach, Feeney and Morar
shopping_net
6.63
Julie
Sanchez
F
916 Charles Road
Bowersville
OH
45,307
39.5756
-83.7153
338
Quantity surveyor
1988-07-28
c2c3b2b4cd4091cfb43911f9eb9d80d9
1,371,047,399
38.608272
-83.426563
0
1,271,933
2020-06-12 14:31:03
6,511,349,151,405,438
fraud_Pollich LLC
home
33.09
Robert
Nguyen
M
74835 Garner Point
Ruth
NV
89,319
39.3426
-114.8859
450
Interpreter
1946-08-24
bb2e1042a988398c26402ba7d311d837
1,371,047,463
39.544741
-114.863774
0
1,271,934
2020-06-12 14:31:16
30,270,432,095,985
fraud_Kilback Group
food_dining
10.27
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
31884e390547011b10353a3457ff5898
1,371,047,476
40.854807
-91.212423
0
1,271,935
2020-06-12 14:32:02
30,235,438,713,303
fraud_Torphy-Goyette
shopping_pos
4.63
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
733a174f8a73e019f0931e357c8313d9
1,371,047,522
37.748848
-82.12022
0
1,271,936
2020-06-12 14:32:05
372,509,258,176,510
fraud_Towne, Greenholt and Koepp
shopping_net
41.27
Kristen
Hanson
F
26544 Andrea Glen
Goodrich
MI
48,438
42.9147
-83.4845
6,951
Learning disability nurse
1985-06-18
4e5cb285c2d5db405a88f7deddba86a3
1,371,047,525
42.650395
-82.736999
0
1,271,937
2020-06-12 14:32:58
4,716,561,796,955,522
fraud_Bernhard, Grant and Langworth
shopping_pos
9.55
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
22196e6ac1e9a346a24b2569d9b6f507
1,371,047,578
48.21111
-112.872792
0
1,271,938
2020-06-12 14:32:58
3,540,075,240,003,197
fraud_Connelly PLC
food_dining
58.86
Christian
Johns
M
892 Solis Neck
Lonsdale
MN
55,046
44.4477
-93.4252
5,211
Chief Strategy Officer
1987-01-27
c6f901e105285d52137693c7617faa11
1,371,047,578
45.236355
-94.015525
0
1,271,939
2020-06-12 14:33:15
213,154,573,301,411
fraud_Roberts, Ryan and Smith
personal_care
61.9
Christopher
Sheppard
M
39218 Baker Shoals
Bristow
IN
47,515
38.1981
-86.6821
965
Horticultural therapist
1982-02-10
9ede96009788c5736fab9d5ebbe3d611
1,371,047,595
38.627624
-85.877404
0
1,271,940
2020-06-12 14:34:49
4,761,403,817,546,679,000
fraud_Reilly LLC
home
7.58
Diana
Jacobs
F
69608 Perez Mountain Apt. 006
Viola
AR
72,583
36.3924
-91.9932
1,679
Psychiatric nurse
1986-05-02
88f6989776869b884db48ee2b7ea50ab
1,371,047,689
36.335037
-92.600011
0
1,271,941
2020-06-12 14:35:17
30,248,898,834,493
fraud_Schaefer Ltd
kids_pets
51.74
Michael
Rodriguez
M
172 Paula Inlet Apt. 650
Cross Plains
TX
76,443
32.1482
-99.1872
1,897
Chief Operating Officer
1953-04-19
f9faac2a95ebc006b75a894067f7ac9f
1,371,047,717
33.141953
-99.739037
0
1,271,942
2020-06-12 14:36:21
4,433,091,568,498,503
fraud_Ankunding-Carroll
travel
7.04
Linda
Davis
F
493 Todd Views
Gaithersburg
MD
20,882
39.2335
-77.1458
135,332
Clinical biochemist
1936-03-28
1b720c35c88ca2c4a354d7cb4ea3dab9
1,371,047,781
38.926419
-76.167975
0
1,271,943
2020-06-12 14:37:52
371,683,116,218,417
fraud_Torphy-Kertzmann
health_fitness
14.63
Debra
Becker
F
384 Jonathan Hills
Iselin
NJ
8,830
40.5716
-74.3167
18,459
Emergency planning/management officer
1929-03-19
c7c35900a36aac0537bf454b7b391f2b
1,371,047,872
39.700009
-73.737318
0
1,271,944
2020-06-12 14:39:30
30,150,717,898,388
fraud_Ullrich Ltd
kids_pets
16.93
Raymond
Lloyd
M
5930 Rebecca Bridge Apt. 444
Paint Rock
AL
35,764
34.7031
-86.3068
653
Paediatric nurse
1966-06-19
6a55b0b0940ca8309a5abd125f3ef5a6
1,371,047,970
34.236742
-85.714089
0
1,271,945
2020-06-12 14:40:20
676,369,110,710
fraud_Ankunding-Carroll
travel
133.46
David
Wolfe
M
81261 Garcia Underpass Suite 741
Southfield
MI
48,034
42.4969
-83.2911
75,830
Engineer, automotive
1974-12-28
89f765232a3fdb5f6762677c3c6d05b1
1,371,048,020
42.915455
-83.385531
0
1,271,946
2020-06-12 14:41:47
38,295,635,583,927
fraud_Buckridge PLC
misc_pos
2.16
Candice
Brown
F
9412 Harris Mews
O Brien
TX
79,539
33.3749
-99.8473
178
Warden/ranger
1983-06-14
e2eba3e483f4bf25489f13f18b41bac9
1,371,048,107
32.988367
-99.008545
0
1,271,947
2020-06-12 14:42:37
30,074,693,890,476
fraud_Baumbach, Hodkiewicz and Walsh
shopping_pos
3.94
Kelsey
Richards
F
889 Sarah Station Suite 624
Holcomb
KS
67,851
37.9931
-100.9893
2,691
Arboriculturist
1993-08-16
424f3f568af8076f5b7efda497cc32a6
1,371,048,157
38.799717
-100.027544
0
1,271,948
2020-06-12 14:42:37
4,440,581,794,652
fraud_Gutmann, McLaughlin and Wiza
home
74.76
Karen
Cooper
F
425 Caleb Point Apt. 050
San Diego
CA
92,128
33.0067
-117.069
1,241,364
Pharmacist, hospital
1960-03-01
cf20fb9b356da87b33ad42f2b6b61c9b
1,371,048,157
32.543059
-116.77272
0
1,271,949
2020-06-12 14:43:06
3,560,725,013,359,375
fraud_Jerde-Hermann
travel
2.31
Brooke
Smith
F
63542 Luna Brook Apt. 012
Notrees
TX
79,759
31.8599
-102.7413
23
Cytogeneticist
1969-09-15
83824eed1d8052dfcb07ecbb9e6275a9
1,371,048,186
30.952443
-103.686491
0
1,271,950
2020-06-12 14:43:16
4,239,436,242,473
fraud_Stark-Koss
home
121.59
James
Leon
M
826 Benjamin Stravenue
Alexandria
VA
22,311
38.832
-77.12
321,490
Scientist, biomedical
1991-10-04
c5293a5d027e91ee920b080ba3d6dd4f
1,371,048,196
39.441022
-76.1906
0
1,271,951
2020-06-12 14:44:22
6,011,399,591,920,186
fraud_Prosacco, Kreiger and Kovacek
home
87.44
Maria
Roy
F
58665 Nicholas Ford Suite 348
Sheffield
MA
1,257
42.1001
-73.3611
2,121
Radio producer
1973-10-14
e8fd4a67571a02bd515f0f15a573e580
1,371,048,262
42.268924
-72.731359
0
1,271,952
2020-06-12 14:44:46
30,270,432,095,985
fraud_Larkin Ltd
kids_pets
39.02
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
e092db1410e4406bf505e0ad768ce1c0
1,371,048,286
40.284664
-90.445056
0
1,271,953
2020-06-12 14:44:46
374,930,071,163,758
fraud_Turcotte-Halvorson
misc_pos
25.2
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
e92ad238badc2aeb80b0b02bba96226a
1,371,048,286
42.990441
-83.679205
0
1,271,954
2020-06-12 14:44:52
676,118,385,837
fraud_Fadel Inc
health_fitness
41.09
Katelyn
Wise
F
674 Maureen Summit Apt. 276
Scotts Mills
OR
97,375
44.9897
-122.6187
1,252
Engineer, petroleum
1937-02-06
29bccadac83f4c077f26cb7e6ce3c983
1,371,048,292
45.292546
-122.603965
0
1,271,955
2020-06-12 14:45:13
3,523,898,249,167,098
fraud_Swaniawski, Lowe and Robel
shopping_pos
9.54
Joshua
Carpenter
M
04975 Allison Shoal
Bronx
NY
10,463
40.8798
-73.9067
1,382,480
Therapist, drama
1990-11-09
1a7c1559278e03803f96d642f0a3db08
1,371,048,313
40.275811
-74.658069
0
1,271,956
2020-06-12 14:46:11
213,195,754,007,681
fraud_Cole, Hills and Jewess
home
10.79
Zachary
Allen
M
69252 Oconnor Alley Apt. 153
Ollie
IA
52,576
41.2001
-92.1354
568
Commercial horticulturist
1969-07-24
fd2c3a16369afee0c0c4abdcd1a43ead
1,371,048,371
41.216668
-91.703105
0
1,271,957
2020-06-12 14:47:05
3,500,969,075,198,072
fraud_McGlynn-Heathcote
misc_net
91.67
Kenneth
Sanchez
M
0110 Ashley Forest
Tekoa
WA
99,033
47.2271
-117.0819
895
Clothing/textile technologist
1999-05-31
4314198249606f099a5ce8a3788daa02
1,371,048,425
47.3574
-116.495314
0
1,271,958
2020-06-12 14:47:06
4,265,776,278,887,457
fraud_Romaguera Ltd
health_fitness
128.57
Christine
Best
F
68248 Deanna Land
Enola
AR
72,047
35.2087
-92.2123
969
Physicist, medical
1954-01-05
d040ae3ce0c9585180976aa099a53dc0
1,371,048,426
34.668404
-92.131317
0
1,271,959
2020-06-12 14:48:22
3,506,040,590,383,211
fraud_Kassulke Inc
entertainment
75.38
Michael
Orozco
M
13956 Hughes Causeway Suite 124
Alder
MT
59,710
45.1939
-112.0568
286
Chief of Staff
1989-03-09
1b4f17a33e3a7f5b8d66ada5f172904c
1,371,048,502
44.858942
-111.360341
0
1,271,960
2020-06-12 14:48:51
676,326,610,042
fraud_Nolan-Williamson
kids_pets
47.7
Jacqueline
Caldwell
F
54220 April Union Suite 403
Riverview
MI
48,193
42.1782
-83.2461
15,623
Writer
1993-11-02
f0f3c0b7751799aa1473dc8f8144c570
1,371,048,531
42.613598
-82.886756
0
1,271,961
2020-06-12 14:48:59
30,033,162,392,091
fraud_Quitzon, Green and Bashirian
shopping_pos
140.72
Kevin
Summers
M
7302 Samantha Mission
Carroll
NE
68,723
42.277
-97.1926
566
Metallurgist
1975-01-26
1a3dc01a7ff444412f9113b4e99c126e
1,371,048,539
41.840788
-97.074318
0
1,271,962
2020-06-12 14:49:27
4,509,922,033,272,157
fraud_Konopelski, Schneider and Hartmann
food_dining
1.44
Monica
West
F
22084 Smith Roads Suite 776
Hurley
SD
57,036
43.2893
-97.1904
811
Neurosurgeon
1972-03-28
34d6d37d8c29c0ddf7827aa98d8a3296
1,371,048,567
42.509581
-98.111168
0
1,271,963
2020-06-12 14:50:00
3,541,160,328,600,277
fraud_Nienow, Barrows and Romaguera
personal_care
20.56
Jason
Singh
M
4720 Anna Ways
Murrayville
IL
62,668
39.5723
-90.2379
1,512
Commercial/residential surveyor
2003-05-07
c86be3f86180eeb781156ff0b604c55c
1,371,048,600
38.664535
-90.349578
0
1,271,964
2020-06-12 14:51:34
4,170,689,372,027,579
fraud_Schuppe-Schuppe
food_dining
94.28
Samuel
Frey
M
830 Myers Plaza Apt. 384
Edmond
OK
73,034
35.6665
-97.4798
116,001
Media buyer
1993-05-10
5e11124f18178039286a407ea1cb50a6
1,371,048,694
35.82739
-98.023259
0
1,271,965
2020-06-12 14:51:35
4,158,945,090,781,624
fraud_Boehm, Predovic and Reinger
misc_pos
4.67
Justin
Bell
M
5323 Walker Island
Pittsburgh
PA
15,217
40.4308
-79.9205
687,276
Scientist, marine
1973-10-19
00ca6306552be8c89a93542c9de72028
1,371,048,695
39.557653
-80.440358
0
1,271,966
2020-06-12 14:52:34
4,906,628,655,840,914,000
fraud_Zboncak, Rowe and Murazik
shopping_net
1.41
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
2bbb8cd20d16ad8c0a37894a219897cb
1,371,048,754
23.980557
-81.180662
0
1,271,967
2020-06-12 14:53:07
6,011,603,272,871,604
fraud_Hammes-Beatty
kids_pets
23.44
Robert
Holland
M
431 Tracy Expressway
Milner
GA
30,257
33.141
-84.1759
4,138
Field seismologist
1969-05-16
28b8f32b21ab9ad94900727cb63a21a7
1,371,048,787
33.735281
-85.012609
0
1,271,968
2020-06-12 14:53:22
3,512,365,128,314,616
fraud_Goyette Inc
shopping_net
129.66
Francisco
Kemp
M
9554 Flores Drive
Arnold
MO
63,010
38.4305
-90.387
35,439
Land/geomatics surveyor
1985-03-31
dc32a69248f6be1749e5181e269c91df
1,371,048,802
39.045494
-90.575198
0
1,271,969
2020-06-12 14:53:32
345,933,964,507,467
fraud_Harris Group
food_dining
5.09
Carol
Dillon
F
27479 Reeves Dale
Whaleyville
MD
21,872
38.4121
-75.2811
718
Regulatory affairs officer
1985-03-19
499d36eaf47cc50bb1c7b207b83cebe3
1,371,048,812
39.237629
-74.815172
0
1,271,970
2020-06-12 14:54:06
345,933,964,507,467
fraud_McCullough LLC
misc_pos
3.63
Carol
Dillon
F
27479 Reeves Dale
Whaleyville
MD
21,872
38.4121
-75.2811
718
Regulatory affairs officer
1985-03-19
1825012362802e7a2f4b31a834af5eb5
1,371,048,846
39.23188
-75.312533
0
1,271,971
2020-06-12 14:55:02
30,235,268,718,158
fraud_Yost-Rogahn
personal_care
12.76
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
1977-08-16
a925b0b60663b342d84e68ce3b1291dd
1,371,048,902
42.026776
-74.383603
0
1,271,972
2020-06-12 14:55:13
342,360,239,917,375
fraud_Kutch, Steuber and Gerhold
food_dining
82.42
Gabriella
Jordan
F
1299 Joshua Plains
Howes Cave
NY
12,092
42.7045
-74.3648
1,304
Jewellery designer
1970-06-09
bbb0a47f1be9f968805ec255689e19e6
1,371,048,913
43.396697
-74.226442
0
1,271,973
2020-06-12 14:55:38
36,722,699,017,270
fraud_Daugherty, Pouros and Beahan
shopping_pos
991.93
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
1987-10-28
a533685d92c2c2a2ead454e79e62d540
1,371,048,938
33.547839
-110.218818
0
1,271,974
2020-06-12 14:56:49
639,030,014,711
fraud_Nitzsche, Kessler and Wolff
shopping_pos
141.2
Stephen
Lopez
M
696 Matthew Ford Suite 157
Olmsted
IL
62,970
37.1935
-89.0933
639
Mechanical engineer
1982-08-01
36ddecddc1c5d75dfe93af4518ce730f
1,371,049,009
37.010945
-90.027772
0
1,271,975
2020-06-12 14:57:41
6,011,148,190,095,209
fraud_Boehm, Predovic and Reinger
misc_pos
2.65
Terri
Bailey
F
508 Erin Mount
Daly City
CA
94,015
37.6787
-122.478
107,941
Buyer, industrial
1991-10-04
1bbdac981b24a133262b7619313859d7
1,371,049,061
37.760064
-121.873265
0
1,271,976
2020-06-12 14:57:46
342,952,484,382,519
fraud_Weimann, Kuhic and Beahan
shopping_pos
5.84
Kayla
Jones
F
6033 Young Track Suite 804
East Canaan
CT
6,024
42.0158
-73.2913
647
Comptroller
1987-09-26
c6a51f1346011d193032fd1ad729e94a
1,371,049,066
42.884111
-72.617627
0
1,271,977
2020-06-12 14:58:28
2,252,055,259,910,912
fraud_Fritsch and Sons
health_fitness
71.46
Jason
Hernandez
M
220 Frank Gardens
Hewitt
WI
54,441
44.6437
-90.1031
828
Arts development officer
1991-08-19
a5ef31bd9605cebed8649d8e15c900f3
1,371,049,108
44.805908
-90.110508
0
1,271,978
2020-06-12 14:59:31
2,713,913,904,780,408
fraud_Hintz, Bauch and Smith
health_fitness
49.53
Jacqueline
Howard
F
4511 Choi Lock
Delhi
LA
71,232
32.3929
-91.4714
6,581
Multimedia programmer
1964-02-13
d46e20a409a91ca7398b7862cf16159f
1,371,049,171
31.927312
-90.981853
0
1,271,979
2020-06-12 14:59:52
6,011,348,830,550,197
fraud_O'Connell-Ullrich
home
1.28
Samuel
Johnston
M
16285 Jessica Lights
Birmingham
AL
35,229
33.4629
-86.7904
493,806
Musician
1980-07-12
e58269f1dba601ad5e657221811ec13c
1,371,049,192
33.19141
-87.365709
0
1,271,980
2020-06-12 15:00:07
4,681,601,008,538,160
fraud_Becker, Harris and Harvey
personal_care
65.8
Tammy
Davis
F
77663 Colleen Freeway
Moundsville
WV
26,041
39.9148
-80.731
16,183
Physiotherapist
1977-08-12
41a50542a066977d4639b6038b20335e
1,371,049,207
39.730973
-79.777176
0
1,271,981
2020-06-12 15:00:59
3,573,030,041,201,292
fraud_Prosacco LLC
personal_care
45.09
Joanne
Williams
F
3638 Marsh Union
Altonah
UT
84,002
40.3207
-110.436
302
Sales professional, IT
1990-01-17
00289a01a28809dfdb7a7a99b25447ca
1,371,049,259
40.349535
-110.762536
0
1,271,982
2020-06-12 15:01:19
4,427,805,710,168
fraud_Pagac LLC
shopping_pos
2.71
Michelle
Rodriguez
F
1742 Brandon Squares Apt. 461
Ruidoso
NM
88,355
33.3305
-105.6933
8,874
Licensed conveyancer
2000-08-16
22cf1b7a1591ddc8511db54d75358204
1,371,049,279
33.095191
-105.71438
0
1,271,983
2020-06-12 15:02:29
38,199,021,865,320
fraud_Armstrong, Walter and Gottlieb
food_dining
51.12
Jesse
Roberts
M
8415 Vaughn Squares Apt. 788
Acworth
NH
3,601
43.196
-72.3001
477
Naval architect
1988-04-15
d51391d6ea8b7cc100d763c5d6610cac
1,371,049,349
43.097194
-71.56202
0
1,271,984
2020-06-12 15:02:43
3,533,177,016,567,295
fraud_Kihn, Brakus and Goyette
personal_care
60.71
Derek
Bentley
M
782 Lee Crossing Apt. 209
Weeping Water
NE
68,463
40.8731
-96.1528
1,517
Dealer
1951-11-08
a5890a244c827cbd53ddbd35f7150c44
1,371,049,363
41.721027
-96.406584
0
1,271,985
2020-06-12 15:02:58
376,445,266,762,684
fraud_Graham and Sons
health_fitness
78.62
Rachel
Lowe
F
372 Jeffrey Course
Sutherland
NE
69,165
41.1558
-101.136
1,789
Insurance broker
1982-02-11
da671e3a31fdf01ac0408edd380e3ed2
1,371,049,378
40.69835
-101.183441
0
1,271,986
2020-06-12 15:02:59
5,152,054,598,359,927
fraud_Yost-Rogahn
personal_care
4.03
Jim
Johnson
M
868 Brady Mill Apt. 837
Gretna
LA
70,056
29.8872
-90.0331
55,581
Biomedical scientist
1972-09-12
44c9bdb0cc63b2dd8c92b8bf539c7d42
1,371,049,379
30.590179
-89.815635
0
1,271,987
2020-06-12 15:04:31
4,879,265,611,163,287
fraud_Macejkovic-Lesch
shopping_pos
140.22
Collin
Brown
M
995 Benjamin Bypass
Du Pont
GA
31,630
31
-82.8555
419
Advertising account executive
1990-10-28
fc4628cd9f92bcce5751178b3e4d509a
1,371,049,471
31.835363
-82.739122
0
1,271,988
2020-06-12 15:05:21
4,683,520,018,489,354
fraud_Botsford PLC
home
40.49
Charles
Carrillo
M
17547 Stephen Turnpike Apt. 846
Hawthorne
CA
90,250
33.9143
-118.3493
93,193
Editor, magazine features
1995-04-19
50db1661e9198c10c00e866ce0b29f49
1,371,049,521
33.504827
-118.605496
0
1,271,989
2020-06-12 15:05:26
342,035,762,534,413
fraud_Turcotte-Halvorson
misc_pos
98.73
Jennifer
Carrillo
F
334 Adam Mountains Apt. 868
Manquin
VA
23,106
37.7184
-77.186
976
Engineer, automotive
1999-06-19
833145764337fc0b530df63c7f178d1e
1,371,049,526
38.394957
-78.001717
0
1,271,990
2020-06-12 15:05:28
3,552,581,383,553,463
fraud_Schoen, Nienow and Bauch
personal_care
166.89
Jonathan
Castro
M
200 Christie Mills Apt. 307
Andrews
NC
28,901
35.1959
-83.8228
5,354
Retail buyer
1965-04-13
2cc32d60adf65ca23d3afeffc0d83df5
1,371,049,528
34.449343
-83.669308
0
1,271,991
2020-06-12 15:05:36
3,581,130,339,108,561
fraud_Wuckert-Goldner
home
49.91
Gregory
Wood
M
622 Robert Summit
Akron
OH
44,307
41.0695
-81.5488
272,134
Call centre manager
1964-03-15
b1540697c887e0016acf95fb396d25a7
1,371,049,536
40.796455
-82.479497
0
1,271,992
2020-06-12 15:05:40
30,234,966,027,947
fraud_Quitzon-Goyette
home
6.74
Matthew
Lambert
M
7188 Melissa Crest Apt. 151
New Holstein
WI
53,061
43.9446
-88.0911
5,196
Child psychotherapist
1978-01-22
6c8df298fddee9cd4f3b90e9908795da
1,371,049,540
43.32657
-88.339595
0
1,271,993
2020-06-12 15:06:06
3,511,378,610,369,890
fraud_Crist, Jakubowski and Littel
home
21.59
James
Cooper
M
663 Ramirez Trace Apt. 951
Huntsville
AL
35,811
34.7789
-86.5438
190,178
Television production assistant
1973-04-01
69f73dd659c74bf90b293b966071b31d
1,371,049,566
34.473905
-86.186643
0
1,271,994
2020-06-12 15:06:22
3,540,075,240,003,197
fraud_Bernier and Sons
kids_pets
45.18
Christian
Johns
M
892 Solis Neck
Lonsdale
MN
55,046
44.4477
-93.4252
5,211
Chief Strategy Officer
1987-01-27
9f37603d3c2d4d3949652bd58ddba50c
1,371,049,582
43.533084
-94.050856
0
1,271,995
2020-06-12 15:06:43
4,745,996,322,265
fraud_Bahringer, Osinski and Block
food_dining
11.54
Carrie
Washington
F
6114 Adams Harbor Suite 096
Kingsford Heights
IN
46,346
41.4802
-86.6919
1,423
Psychologist, forensic
1998-10-07
3b79f4c2c271166a8000279bb65b4843
1,371,049,603
40.606652
-86.542636
0
1,271,996
2020-06-12 15:06:58
6,011,724,471,098,086
fraud_Lind-Buckridge
entertainment
89.12
Ann
Lawson
F
144 Evans Islands Apt. 683
Burbank
WA
99,323
46.1966
-118.9017
3,684
Musician
1981-11-29
c9d4eb3236178bcbef3d55aaf6f65841
1,371,049,618
47.13751
-119.750965
0
1,271,997
2020-06-12 15:07:07
30,273,037,698,427
fraud_Deckow-Dare
food_dining
9.29
Andrew
Patterson
M
06959 Stephen Branch Suite 246
Thida
AR
72,165
35.5762
-91.4539
111
Careers information officer
2000-06-13
2f87846b4251d5a0a6a8cedfdaaa2ed7
1,371,049,627
35.51961
-90.515178
0
1,271,998
2020-06-12 15:07:37
180,094,419,304,907
fraud_Bashirian Group
shopping_net
2.74
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
1972-09-22
8f4bff0c44c527e05e71e211db6fb6e3
1,371,049,657
33.247273
-117.914586
0
1,271,999
2020-06-12 15:08:25
3,559,679,414,981,506
fraud_Friesen Ltd
health_fitness
86.71
Olivia
Stephenson
F
292 Cassidy Oval
Lowville
NY
13,367
43.7893
-75.4156
8,830
Theme park manager
1991-03-29
43aafb6d237d5b086e7fd97758717009
1,371,049,705
43.261976
-76.360236
0