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
6,600
2020-06-23 04:04:53
60,427,851,591
fraud_Huel, Hammes and Witting
grocery_pos
77.02
Bradley
Martinez
M
3426 David Divide Suite 717
Burns Flat
OK
73,624
35.3492
-99.188
2,142
Politician's assistant
1976-06-30
2b81ef608b3d5a1d2ecfd611a9a063aa
1,371,960,293
34.572284
-98.237577
0
6,601
2020-06-23 04:05:16
2,706,977,570,537,524
fraud_Watsica, Haag and Considine
shopping_pos
153.46
David
Serrano
M
4739 Martin Common
Zaleski
OH
45,698
39.283
-82.3977
341
Accounting technician
1978-12-18
7a95f654add35ef0df6c806ae007766f
1,371,960,316
40.027592
-82.969743
0
6,602
2020-06-23 04:06:33
639,046,421,587
fraud_Osinski, Ledner and Leuschke
grocery_pos
114.87
Dylan
Bonilla
M
2497 John Motorway Suite 922
Leetsdale
PA
15,056
40.5662
-80.2099
1,140
Administrator, education
1986-06-20
b887055379951ac1fed0f70b9e00808f
1,371,960,393
40.164087
-79.218573
0
6,603
2020-06-23 04:06:34
6,011,999,606,625,827
fraud_Goodwin-Nitzsche
grocery_pos
77.81
Ronald
Carson
M
870 Rocha Drive
Harrington Park
NJ
7,640
40.9918
-73.98
4,664
Radiographer, diagnostic
1965-06-30
db7eb43118f9cbdbdaa71763157d99b3
1,371,960,394
40.746286
-74.889862
0
6,604
2020-06-23 04:07:19
4,365,382,885,912,355
fraud_Kuhic Inc
grocery_pos
96.86
Robert
Goodman
M
956 Paul Fields Suite 108
Orr
MN
55,771
48.1439
-92.8561
1,680
Horticultural therapist
1976-12-10
5153ce31632dfe23f2077c29cfa880c1
1,371,960,439
48.148052
-91.857828
0
6,605
2020-06-23 04:07:26
213,125,815,021,702
fraud_Mayert Group
shopping_pos
5.05
Adam
Kirk
M
40847 Stark Junctions
Big Indian
NY
12,410
42.074
-74.453
397
Psychiatrist
1931-09-12
a4fdbe2bc80040e9c4e362a38f0d7c38
1,371,960,446
42.984988
-73.585238
0
6,606
2020-06-23 04:08:03
213,126,662,687,660
fraud_Spinka Inc
grocery_net
16.64
Christopher
Luna
M
242 Brian Mountain
Laredo
TX
78,040
27.5155
-99.4986
248,858
Video editor
1971-01-28
349baeb89023ea01109eb04abfab6da4
1,371,960,483
27.145174
-99.181817
0
6,607
2020-06-23 04:08:15
3,524,574,586,339,330
fraud_Stracke-Lemke
grocery_pos
198.66
Ashley
Cabrera
F
94225 Smith Springs Apt. 617
Vero Beach
FL
32,960
27.633
-80.4031
105,638
Librarian, public
1986-05-07
d89fcbdd6c3ed64bde101588436886eb
1,371,960,495
27.35618
-80.095054
0
6,608
2020-06-23 04:08:32
30,360,260,465,747
fraud_Cummings LLC
gas_transport
58.32
Jennifer
Garcia
F
28777 Stewart Plains Apt. 495
Putnam
IL
61,560
41.1949
-89.4409
754
Presenter, broadcasting
1962-05-13
24693cc2a77b6060cb23eb5939ad64e1
1,371,960,512
40.553973
-88.723063
0
6,609
2020-06-23 04:08:50
3,525,668,150,756,629
fraud_Jast-McDermott
shopping_pos
121.86
Christopher
Choi
M
04611 Sandra Spring Suite 059
Rumely
MI
49,826
46.3481
-87.0436
137
Film/video editor
1990-08-13
0c4a9959b2b70adc2861c3eace80ac99
1,371,960,530
46.025026
-86.565983
0
6,610
2020-06-23 04:09:37
639,023,984,367
fraud_Prohaska-Murray
gas_transport
63.71
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
b936c2e7d9fdd17523d8c18056a93241
1,371,960,577
44.739528
-75.267722
0
6,611
2020-06-23 04:10:32
3,577,794,103,155,425
fraud_Bernhard Inc
gas_transport
52.46
Mary
Humphrey
F
9853 Flynn Hollow Apt. 602
Reynolds
ND
58,275
47.7068
-97.2092
733
Visual merchandiser
1994-11-12
b7bbceacbbc4ea7542aa5a8e7046893c
1,371,960,632
48.144029
-98.191141
0
6,612
2020-06-23 04:10:52
6,011,860,238,257,910
fraud_Schultz, Simonis and Little
grocery_pos
134.29
Lisa
Mendez
F
44259 Beth Station Suite 215
Lahoma
OK
73,754
36.385
-98.0727
1,078
Programme researcher, broadcasting/film/video
1952-07-06
41d73bf243bdd24e20d8ca028970ce40
1,371,960,652
36.787232
-98.129109
0
6,613
2020-06-23 04:11:03
4,642,894,980,163
fraud_Koepp-Witting
grocery_pos
48.55
Eddie
Mendez
M
1831 Faith View Suite 653
Clarinda
IA
51,632
40.7491
-95.038
7,297
IT trainer
1990-07-13
752c38a52c6e130bc21916bcef8932b9
1,371,960,663
40.874903
-94.200951
0
6,614
2020-06-23 04:11:34
4,990,494,243,023
fraud_Bednar Group
misc_net
55.01
Martin
Ford
M
56812 Francis Courts
Corriganville
MD
21,524
39.6967
-78.8031
626
Energy engineer
1960-12-13
a4644bc800ab21aadf76445840ce6a94
1,371,960,694
40.442692
-78.559163
0
6,615
2020-06-23 04:11:47
4,550,599,031,376,731
fraud_Marks Inc
gas_transport
100.19
Angela
West
F
9471 Wong Islands
Mansfield
OH
44,902
40.7559
-82.5123
92,985
Press photographer
1968-05-29
6877f6e5ac3530e9c2c9d9c573bff1e3
1,371,960,707
41.406746
-81.840692
0
6,616
2020-06-23 04:11:56
639,077,309,909
fraud_Kuhn LLC
misc_net
217.07
Justin
Carter
M
853 Miller Bypass Suite 802
Broomfield
CO
80,021
39.8854
-105.1139
92,337
Engineer, electronics
1967-10-18
0bd3a159c0883b7dc4e31b058c516a1d
1,371,960,716
39.830894
-104.672228
0
6,617
2020-06-23 04:12:21
4,810,789,809,665,943,000
fraud_Mosciski, Gislason and Mertz
grocery_pos
78.36
Julie
Sanchez
F
916 Charles Road
Bowersville
OH
45,307
39.5756
-83.7153
338
Quantity surveyor
1988-07-28
81efab91e8ca55fe0e12c89736c77b54
1,371,960,741
39.721673
-83.654826
0
6,618
2020-06-23 04:12:24
3,540,210,836,308,425
fraud_Rutherford-Mertz
grocery_pos
107.07
Steven
Yoder
M
94975 David Mews Apt. 316
Summerfield
TX
79,085
34.7437
-102.5064
53
Fisheries officer
1992-06-19
76dd8b4d00e3981b1fd91d181ee4112c
1,371,960,744
34.118009
-101.639839
0
6,619
2020-06-23 04:13:00
4,070,511,711,385,545
fraud_Cartwright-Harris
grocery_pos
147.96
Stephanie
Hopkins
F
44089 Carrie Crossing Suite 954
Falls City
TX
78,113
28.9814
-98.0156
2,435
Engineer, mining
1967-04-09
c410e8c0b18261c24f4e72f7946b5427
1,371,960,780
28.296573
-97.934773
0
6,620
2020-06-23 04:13:34
501,899,453,424
fraud_Runte-Mohr
food_dining
72.33
Jessica
Dominguez
F
06393 Nancy Parkways Suite 855
Gadsden
AL
35,903
33.9845
-85.9077
67,082
Ceramics designer
1970-01-08
2a8cd7f617b309944c82165182eece05
1,371,960,814
33.578332
-85.224876
0
6,621
2020-06-23 04:13:45
4,810,839,835,482,794,000
fraud_Heller-Abshire
grocery_net
37.41
Carolyn
Perez
F
433 Blake Roads Suite 967
Wheaton
MO
64,874
36.7651
-94.0492
760
Production manager
1985-08-31
85409f96f66326ff5392a47ca7d0ce20
1,371,960,825
36.418063
-94.637464
0
6,622
2020-06-23 04:14:06
3,501,509,250,702,469
fraud_Hudson-Ratke
grocery_pos
57.5
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
e9024c57227037d6007a0d9e073945f3
1,371,960,846
25.83937
-81.073754
0
6,623
2020-06-23 04:14:26
180,084,695,172,649
fraud_Koepp-Witting
grocery_pos
209.02
Holly
Mann
F
7644 Joseph Fields
Nokomis
IL
62,075
39.3036
-89.2853
3,458
Building surveyor
1985-12-08
62675ce0974e8fa8375cf153d8ad3528
1,371,960,866
39.195918
-88.362435
0
6,624
2020-06-23 04:14:42
342,952,484,382,519
fraud_Harris Inc
gas_transport
68.67
Kayla
Jones
F
6033 Young Track Suite 804
East Canaan
CT
6,024
42.0158
-73.2913
647
Comptroller
1987-09-26
eb4be9fc86bc0a668f2bed014628bfc8
1,371,960,882
42.860726
-72.559231
0
6,625
2020-06-23 04:15:13
3,501,509,250,702,469
fraud_Osinski, Ledner and Leuschke
grocery_pos
76.65
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
f614aba8527b750804c5fb3fb37b9d04
1,371,960,913
26.111868
-80.798773
0
6,626
2020-06-23 04:15:23
3,598,304,579,370,089
fraud_Koepp-Witting
grocery_pos
36.7
Vincent
Flowers
M
0189 Emily Prairie
Wichita
KS
67,232
37.6395
-97.1714
409,656
Heritage manager
1985-12-27
197f21d404e7edaa70eb7e3e57ec05f0
1,371,960,923
37.233589
-97.962716
0
6,627
2020-06-23 04:15:47
4,311,368,326,621,416,000
fraud_Stamm-Witting
shopping_net
8.58
Phillip
Delacruz
M
26678 Lisa Locks Apt. 904
Iliff
CO
80,736
40.7692
-103.0968
648
Community arts worker
1969-09-21
68b859fd3aab55af55cf419dbf3f7b54
1,371,960,947
40.92262
-102.426831
0
6,628
2020-06-23 04:16:36
4,788,103,653,396
fraud_McDermott-Weimann
grocery_pos
87.16
Kristin
Williams
F
36366 Smith Road
Miamisburg
OH
45,342
39.6321
-84.2675
36,784
Investment banker, corporate
1941-07-31
1732b162c13c57c7a721c00c268a99ab
1,371,960,996
39.773495
-84.447802
0
6,629
2020-06-23 04:16:49
6,523,180,720,198,790
fraud_Kozey-Boehm
shopping_net
98.39
Alan
Taylor
M
560 Molina Path
Oakdale
NY
11,769
40.7382
-73.1297
9,506
Biochemist, clinical
1953-04-13
a2edc5523d2dba3681aa5513441da264
1,371,961,009
40.362535
-73.374876
0
6,630
2020-06-23 04:17:23
4,334,230,547,694,630
fraud_Tillman, Dickinson and Labadie
gas_transport
54.43
Scott
Martin
M
7483 Navarro Flats
Freedom
WY
83,120
43.0172
-111.0292
471
Education officer, museum
1967-08-02
6e7f46d3889ae78de14926d0acc8b8c0
1,371,961,043
43.861304
-110.53547
0
6,631
2020-06-23 04:17:33
3,591,919,803,438,423
fraud_Johnston, Nikolaus and Maggio
grocery_net
63.59
Brian
Williams
M
32941 Krystal Mill Apt. 552
Titusville
FL
32,780
28.5697
-80.8191
54,767
Set designer
1987-07-25
9df7e65d189687330ccbe0da2d9a369a
1,371,961,053
29.308941
-80.886699
0
6,632
2020-06-23 04:17:34
4,433,091,568,498,503
fraud_Koepp-Parker
grocery_pos
74.79
Linda
Davis
F
493 Todd Views
Gaithersburg
MD
20,882
39.2335
-77.1458
135,332
Clinical biochemist
1936-03-28
f04a604d77fc644ed3e538b24ab9723e
1,371,961,054
39.776511
-77.452565
0
6,633
2020-06-23 04:18:36
639,046,421,587
fraud_Heathcote LLC
shopping_net
88.03
Dylan
Bonilla
M
2497 John Motorway Suite 922
Leetsdale
PA
15,056
40.5662
-80.2099
1,140
Administrator, education
1986-06-20
c7e14d680a6c1aec5acd8d9d1019f3f9
1,371,961,116
39.80264
-81.14327
0
6,634
2020-06-23 04:19:14
2,714,019,737,356,678
fraud_Rau and Sons
grocery_pos
65.32
Christina
Moore
F
542 Finley Ports Apt. 396
West Finley
PA
15,377
39.9914
-80.4408
724
Theme park manager
1995-08-30
fd5603098333b5778329cacbb39d12f6
1,371,961,154
39.229132
-79.832442
0
6,635
2020-06-23 04:19:25
213,161,293,389,774
fraud_Koepp-Witting
grocery_pos
89.55
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
0e8fca81dcf1982ebcd382727329c813
1,371,961,165
43.008456
-77.597403
0
6,636
2020-06-23 04:20:10
180,011,453,250,192
fraud_Volkman-Predovic
shopping_net
88.54
Craig
Dunn
M
721 Jacqueline Brooks
New Boston
IL
61,272
41.2153
-90.9879
1,504
Manufacturing engineer
1993-10-05
6c4600f14bb88f776ee1d74f85da26a3
1,371,961,210
41.985651
-90.208614
0
6,637
2020-06-23 04:22:02
30,546,453,310,167
fraud_Huel-Langworth
misc_net
390.83
Nicholas
Tran
M
672 Randall Burg Suite 551
Belmont
NH
3,220
43.4512
-71.489
7,430
Scientist, research (medical)
1955-01-13
5b95f933bd6c61dc2722de95e124dab4
1,371,961,322
42.725223
-70.671974
0
6,638
2020-06-23 04:23:27
4,855,488,158,131,690,000
fraud_Bahringer, Schoen and Corkery
shopping_pos
138.18
Jeremy
Roberson
M
25887 Martin Inlet
Graniteville
VT
5,654
44.1554
-72.4847
970
Agricultural consultant
1993-09-29
21608c787894324ff2f94065e27e6b15
1,371,961,407
44.200874
-72.80214
0
6,639
2020-06-23 04:23:40
6,011,948,324,228,984
fraud_Stanton, Jakubowski and Baumbach
shopping_net
269.25
Mckenzie
Brooks
F
3872 Matthew Skyway
Paris
MS
38,949
34.1992
-89.382
297
Administrator, local government
1961-12-14
63b9112fc3cd0e785cf74ae9d429bc8f
1,371,961,420
35.088122
-88.697688
0
6,640
2020-06-23 04:23:56
675,990,301,623
fraud_Jenkins, Hauck and Friesen
gas_transport
58.6
Amanda
Spencer
F
6682 Green Forks
Ogdensburg
NJ
7,439
41.0767
-74.5982
2,456
Senior tax professional/tax inspector
1994-03-13
9b8c47e4f9b4df1960cc3a9eb2cd3b1d
1,371,961,436
40.886809
-75.582967
0
6,641
2020-06-23 04:24:11
6,011,724,471,098,086
fraud_VonRueden Group
grocery_net
56.1
Ann
Lawson
F
144 Evans Islands Apt. 683
Burbank
WA
99,323
46.1966
-118.9017
3,684
Musician
1981-11-29
db9e37be12748eb65c9d930a5986ba57
1,371,961,451
45.241783
-117.999443
0
6,642
2020-06-23 04:24:20
342,360,239,917,375
fraud_Raynor, Feest and Miller
gas_transport
67.31
Gabriella
Jordan
F
1299 Joshua Plains
Howes Cave
NY
12,092
42.7045
-74.3648
1,304
Jewellery designer
1970-06-09
601124a4fc42518c0f3baebf260050a8
1,371,961,460
42.160051
-73.619236
0
6,643
2020-06-23 04:24:39
3,595,111,028,444,131
fraud_Kutch LLC
gas_transport
46.1
Jeffery
Sanders
M
5278 Sarah Station Apt. 009
Cardwell
MO
63,829
36.0434
-90.2907
1,120
Television floor manager
1957-04-17
ed0fe58e3719b72368358700367b2985
1,371,961,479
36.328062
-90.395742
0
6,644
2020-06-23 04:24:59
4,070,511,711,385,545
fraud_Reichert, Rowe and Mraz
shopping_net
742.94
Stephanie
Hopkins
F
44089 Carrie Crossing Suite 954
Falls City
TX
78,113
28.9814
-98.0156
2,435
Engineer, mining
1967-04-09
73494940c6e3c5036ad9ff32652f4f3f
1,371,961,499
28.844926
-97.061703
0
6,645
2020-06-23 04:25:02
4,452,366,298,769,043
fraud_Mraz-Herzog
gas_transport
51.12
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
b318a05d9b466d4405cc28408a22c294
1,371,961,502
31.69677
-97.588574
0
6,646
2020-06-23 04:25:03
2,242,542,703,101,233
fraud_Luettgen PLC
gas_transport
66.05
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
b618a439c8fa880b3333459df8bd9e4c
1,371,961,503
37.72495
-85.267514
0
6,647
2020-06-23 04:25:12
30,029,052,116,970
fraud_Swaniawski, Bahringer and Ledner
grocery_net
86.53
Curtis
Young
M
4319 Watson Shoals Suite 658
Falconer
NY
14,733
42.1239
-79.1895
3,833
Metallurgist
1970-10-09
62f539f20baae60c03e2c326f1202519
1,371,961,512
42.223494
-79.128299
0
6,648
2020-06-23 04:25:46
213,124,978,348,176
fraud_Schultz, Simonis and Little
grocery_pos
131.89
Steven
Arnold
M
079 Chelsea Rest
Belfast
NY
14,711
42.32
-78.0943
1,766
Mechanical engineer
1962-06-04
ad2e820d81b8261c23145c3a67ed002b
1,371,961,546
42.290683
-77.126217
0
6,649
2020-06-23 04:25:50
30,551,643,947,183
fraud_Kerluke PLC
misc_net
499.9
Morgan
Smith
F
1441 Bradley Place
Grover
NC
28,073
35.1836
-81.4552
5,621
Toxicologist
1973-11-14
685666b6a647feb817653e467476aa50
1,371,961,550
35.030706
-80.657249
0
6,650
2020-06-23 04:26:43
4,171,397,999,167,005
fraud_Gibson-Deckow
entertainment
9.66
Ashley
Mcdonald
F
3160 Tina Estates Suite 234
Marietta
SC
29,661
35.0296
-82.5136
5,648
Museum/gallery exhibitions officer
1934-10-06
f2405e132a750613e4e274d7fccf5233
1,371,961,603
34.17209
-81.927426
0
6,651
2020-06-23 04:26:53
583,699,482,621
fraud_Abshire PLC
entertainment
110.15
Jennifer
Jones
F
5572 Kelly Plains Apt. 952
Waupaca
WI
54,981
44.3481
-89.1101
15,426
Engineer, civil (contracting)
1936-07-22
59cef45b27089b8a341de2aceeddbe5f
1,371,961,613
43.462629
-89.671638
0
6,652
2020-06-23 04:29:14
6,011,626,928,491,360
fraud_Pagac LLC
shopping_pos
9.36
Heather
Roberts
F
62934 Maria Cliffs Suite 350
Bethel Springs
TN
38,315
35.2289
-88.644
3,876
Senior tax professional/tax inspector
1960-11-19
2ccbf8194ad0579734c706437a160baf
1,371,961,754
36.028184
-88.07075
0
6,653
2020-06-23 04:30:07
3,553,629,419,254,918
fraud_Smitham-Boehm
grocery_net
45.89
Sharon
Johnson
F
7202 Jeffrey Mills
Conway
WA
98,238
48.34
-122.3456
85
Research officer, political party
1984-09-01
b7cfe3d3051081e8a572967fa9b78aee
1,371,961,807
48.846099
-121.970409
0
6,654
2020-06-23 04:30:17
180,084,576,295,055
fraud_Reichert, Shanahan and Hayes
shopping_net
4.45
David
Kirby
M
133 Alyssa Plains
Lolita
TX
77,971
28.7724
-96.4793
911
Archaeologist
1970-01-18
a6b43a9309e210615d76fd78dc008905
1,371,961,817
29.315243
-97.417421
0
6,655
2020-06-23 04:31:27
180,031,190,491,743
fraud_Casper, Hand and Zulauf
grocery_pos
201.77
Becky
Mckinney
F
250 Benjamin Hill Apt. 026
Mobile
AL
36,617
30.7145
-88.0918
270,712
Surveyor, land/geomatics
1972-01-05
add1d584f712adb585f65e0d7897cb80
1,371,961,887
30.479291
-88.474904
0
6,656
2020-06-23 04:31:34
581,293,083,266
fraud_Gislason Group
misc_pos
33.66
William
Thomas
M
39227 Mcpherson Shoals
Lahoma
OK
73,754
36.385
-98.0727
1,078
Podiatrist
1989-10-06
6bfbc4d2b8e9a98c37445bd7bf697fff
1,371,961,894
35.829278
-98.006482
0
6,657
2020-06-23 04:31:48
6,592,243,974,328,236
fraud_Tillman, Fritsch and Schmitt
misc_net
36.43
Philip
Hart
M
97405 Vazquez Plains
Montgomery
AL
36,111
32.3374
-86.2715
214,703
Chemist, analytical
1994-10-07
0dcdbf8586e0d268ed06e741333ead7f
1,371,961,908
32.608349
-85.88469
0
6,658
2020-06-23 04:31:56
375,237,305,371,366
fraud_Kling Inc
gas_transport
102.22
David
Erickson
M
616 Jimenez Meadow Apt. 701
East Rochester
NY
14,445
43.1128
-77.4906
8,019
Retail buyer
1928-06-26
1996970ffc6bbfcd0b52d423bd62fdb4
1,371,961,916
42.380599
-76.688038
0
6,659
2020-06-23 04:32:32
3,567,697,931,646,329
fraud_Ferry, Reichel and DuBuque
grocery_net
14.1
John
Stevens
M
428 Morgan River
Hudson
NY
12,534
42.247
-73.7552
17,867
Travel agency manager
1998-07-29
9027ca6ff1e145f72f96b513b8eef488
1,371,961,952
42.016891
-74.284903
0
6,660
2020-06-23 04:32:39
3,512,365,128,314,616
fraud_Bernhard Inc
gas_transport
68.96
Francisco
Kemp
M
9554 Flores Drive
Arnold
MO
63,010
38.4305
-90.387
35,439
Land/geomatics surveyor
1985-03-31
7fc604f65064eab891220203d4df892e
1,371,961,959
39.358715
-89.945732
0
6,661
2020-06-23 04:33:00
4,178,097,073,221,156
fraud_Mosciski, Gislason and Mertz
grocery_pos
153.16
Jill
Flores
F
639 Cruz Islands
Baroda
MI
49,101
41.9488
-86.4913
3,104
Horticulturist, commercial
1981-03-29
cc17f76174217b05f319dcb861ef1ae3
1,371,961,980
42.758451
-85.927908
0
6,662
2020-06-23 04:33:22
30,030,380,240,193
fraud_Funk Group
grocery_net
52.57
William
Jenkins
M
50614 Kevin Point
Harper
TX
78,631
30.2816
-99.241
2,395
Pharmacist, community
1993-11-17
8407baf6bb7e0e0dcb20ab81cec4eabc
1,371,962,002
29.947278
-98.943559
0
6,663
2020-06-23 04:33:24
4,939,976,756,738,216
fraud_Skiles-Ankunding
grocery_net
35.55
Michelle
Johnston
F
3531 Hamilton Highway
Roma
TX
78,584
26.4215
-99.0025
18,128
IT trainer
1990-11-07
57eeb7e693864e1538e1db0134d4bc6f
1,371,962,004
25.77583
-98.831639
0
6,664
2020-06-23 04:34:21
2,720,012,583,106,919
fraud_Stanton, Jakubowski and Baumbach
shopping_net
86.14
Joseph
Murray
M
42933 Ryan Underpass
Manderson
SD
57,756
43.3526
-102.5411
1,126
Volunteer coordinator
1980-08-18
0c5a04ccb3a04514bd80e61b18ed069f
1,371,962,061
42.819144
-101.812112
0
6,665
2020-06-23 04:36:37
213,180,742,685,905
fraud_Hills-Witting
shopping_net
2.66
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
03a75e508c96cb1f3c7fa80911f8c4b3
1,371,962,197
40.534559
-123.860031
0
6,666
2020-06-23 04:37:25
3,501,509,250,702,469
fraud_Rohan, White and Aufderhar
misc_net
170.42
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
29ff9c412a535f72ad83a436ca41b7e5
1,371,962,245
25.622424
-80.904857
0
6,667
2020-06-23 04:37:56
345,832,460,465,610
fraud_Larson-Moen
entertainment
149.42
Jason
Mcmahon
M
6385 Donald Square Suite 429
Springfield
VA
22,151
38.8029
-77.2116
104,396
Production engineer
1950-11-20
6430a346ed2692c567f8cfcd16811379
1,371,962,276
39.099472
-76.539409
0
6,668
2020-06-23 04:38:05
4,294,040,533,480,516
fraud_Rodriguez Group
gas_transport
75.34
Gail
Weaver
F
979 Stewart Lake
New Ellenton
SC
29,809
33.413
-81.69
2,206
Biomedical scientist
1986-12-31
a0d43bbaf960d7853e2b285e25cf4fa2
1,371,962,285
33.234427
-81.47675
0
6,669
2020-06-23 04:38:26
38,014,427,445,058
fraud_Monahan, Bogisich and Ledner
misc_pos
9.34
Sonya
Jensen
F
4470 Jillian Courts
Adams
WI
53,910
43.8967
-89.8219
3,508
Sport and exercise psychologist
1946-08-11
91f856f59112cef33312708e8156a00b
1,371,962,306
44.864003
-88.858633
0
6,670
2020-06-23 04:38:32
3,567,697,931,646,329
fraud_Bernhard Inc
gas_transport
45.78
John
Stevens
M
428 Morgan River
Hudson
NY
12,534
42.247
-73.7552
17,867
Travel agency manager
1998-07-29
46866be196f63f5a32b378adaa0c4747
1,371,962,312
41.873848
-74.386871
0
6,671
2020-06-23 04:38:52
377,993,105,397,617
fraud_Schumm, Bauch and Ondricka
grocery_pos
55.56
Nathan
Martinez
M
586 Thomas Cliffs
Oconto Falls
WI
54,154
44.8755
-88.1555
5,548
Mining engineer
1975-09-11
a65d6e56a25abc5ac8b18f958a810d43
1,371,962,332
44.820538
-87.545923
0
6,672
2020-06-23 04:38:53
180,068,353,086,472
fraud_Moore, Dibbert and Koepp
misc_net
14.51
Melissa
Flores
F
7529 Carter Well Suite 262
Huntington Beach
CA
92,648
33.6773
-118.0051
190,249
Therapist, horticultural
1976-09-17
849a48d14aac9be266e17ecd7cc8ed20
1,371,962,333
34.434245
-117.243298
0
6,673
2020-06-23 04:39:46
630,425,673,344
fraud_Wisozk and Sons
misc_pos
5.58
Bryan
Miller
M
411 Laurie Fords
Cass
WV
24,927
38.388
-79.9906
365
Special effects artist
1970-03-14
74e2c8bf224d5725967b9cbf614927df
1,371,962,386
37.536874
-79.732085
0
6,674
2020-06-23 04:40:20
6,592,243,974,328,236
fraud_Stroman, Hudson and Erdman
gas_transport
51.92
Philip
Hart
M
97405 Vazquez Plains
Montgomery
AL
36,111
32.3374
-86.2715
214,703
Chemist, analytical
1994-10-07
06b5a8847c88a45455ba64e77b570781
1,371,962,420
31.650198
-87.178873
0
6,675
2020-06-23 04:40:23
4,586,260,469,584
fraud_Reichert, Rowe and Mraz
shopping_net
6.07
Melody
Thompson
F
0362 Anderson Wall
Mound City
MO
64,470
40.1362
-95.2138
1,631
Architect
1953-01-20
dac0f4f9f0be7861bab9657a7b057e5b
1,371,962,423
40.000305
-95.918773
0
6,676
2020-06-23 04:40:32
376,028,110,684,021
fraud_Christiansen-Gusikowski
misc_pos
30.9
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
d48ccce22de4c76a26838d3765484bb4
1,371,962,432
40.651468
-92.407095
0
6,677
2020-06-23 04:40:33
3,568,255,211,412,877
fraud_Schultz, Simonis and Little
grocery_pos
24.35
Timothy
Gomez
M
707 Anthony Causeway
Leo
IN
46,765
41.2249
-85.0301
5,341
Biomedical engineer
1994-11-24
2af71dc05d23b502524d0c674fe96ecb
1,371,962,433
41.006338
-85.476272
0
6,678
2020-06-23 04:40:34
6,554,245,334,757,802
fraud_Cormier LLC
shopping_net
49.44
Monique
Robinson
F
07712 Marcus Divide Apt. 831
Laguna Hills
CA
92,637
33.615
-117.7114
45,303
Sales executive
1969-12-22
17a52a7e2c06be0fb4be46c1c9476d81
1,371,962,434
33.641266
-116.808951
0
6,679
2020-06-23 04:40:34
2,260,801,330,657,968
fraud_Metz-Boehm
shopping_pos
5.05
Monique
Fox
F
755 Gardner Heights Apt. 420
Paxton
MA
1,612
42.3066
-71.9202
4,845
Accounting technician
1926-09-14
6628f224ded7caa98c56ac1c8582ec7a
1,371,962,434
42.113874
-71.501231
0
6,680
2020-06-23 04:40:52
4,229,733,778,084,049
fraud_Collier Inc
grocery_net
44.33
Tyler
Mills
M
7838 Jason Squares
Elizabethtown
KY
42,701
37.6848
-85.8784
48,194
Surgeon
1990-05-03
9c6f40911ad4cb8f1c79225491e3f3a0
1,371,962,452
36.861027
-85.645784
0
6,681
2020-06-23 04:40:58
213,186,334,552,049
fraud_Bailey-Morar
grocery_pos
101.07
Andrea
Perkins
F
37426 Olson Villages
Irvine
PA
16,329
41.8117
-79.2643
528
Chief Marketing Officer
1972-09-13
14a788bdfe0d286d69044011cafd8f1b
1,371,962,458
42.706027
-80.245689
0
6,682
2020-06-23 04:42:07
36,153,880,429,415
fraud_McCullough, Hudson and Schuster
food_dining
180.11
Erik
Stevens
M
84033 Pitts Overpass
Lakeland
FL
33,809
28.1762
-81.9591
237,282
Plant breeder/geneticist
1949-10-13
2c4189eaaf91ef8920eb025802894b7e
1,371,962,527
28.90592
-81.39564
0
6,683
2020-06-23 04:43:14
4,079,773,899,158
fraud_Kihn, Abernathy and Douglas
shopping_net
303.7
Eric
Preston
M
7020 Doyle Stream Apt. 951
Mesa
ID
83,643
44.6255
-116.4493
129
Cartographer
1965-12-15
631b0a3824ade68c9b3b03c6ae0c7109
1,371,962,594
43.829699
-115.465849
0
6,684
2020-06-23 04:43:33
4,400,011,257,587,662,000
fraud_Eichmann, Bogan and Rodriguez
gas_transport
60.41
Marissa
Powell
F
474 Allen Haven
North Loup
NE
68,859
41.4972
-98.7858
509
Nurse, children's
1980-09-15
277c29d65f37c056c06615f494ed266d
1,371,962,613
41.203866
-98.778672
0
6,685
2020-06-23 04:44:02
376,445,266,762,684
fraud_Schamberger-O'Keefe
grocery_pos
88.14
Rachel
Lowe
F
372 Jeffrey Course
Sutherland
NE
69,165
41.1558
-101.136
1,789
Insurance broker
1982-02-11
a3dd48611ac9f01fed4a94c5463ac14f
1,371,962,642
41.119243
-101.238734
0
6,686
2020-06-23 04:45:03
346,273,234,529,002
fraud_Mante Group
misc_net
6.72
Donna
Moreno
F
32301 Albert River Suite 364
Ronceverte
WV
24,970
37.7418
-80.4626
4,575
Statistician
1991-10-22
1c972d4582a8419f568e5410c7544e06
1,371,962,703
38.722277
-80.997192
0
6,687
2020-06-23 04:45:31
4,173,950,183,554,608
fraud_Doyle Ltd
grocery_pos
34.11
Stephen
Marshall
M
47144 Roberts Keys
Monmouth Beach
NJ
7,750
40.333
-73.9809
3,279
Health promotion specialist
1978-10-05
204b92a459a1fc091e981469f895e58b
1,371,962,731
41.049173
-74.243009
0
6,688
2020-06-23 04:45:44
4,099,707,841,315,751
fraud_Wolf Inc
grocery_pos
42.48
James
Stephens
M
1166 Castillo Mountains
Ruckersville
VA
22,968
38.2586
-78.4074
9,815
Designer, ceramics/pottery
1975-07-07
47148cfcd374ef3c77157cb1c5c1a716
1,371,962,744
37.364429
-78.693676
0
6,689
2020-06-23 04:46:07
4,681,699,462,969
fraud_Cartwright-Harris
grocery_pos
54.06
Joseph
Gonzalez
M
319 Wendy Fort Suite 179
Murfreesboro
TN
37,132
35.8596
-86.421
158,701
Journalist, newspaper
1978-03-06
d9aaee771735763e95743895c67ed2b0
1,371,962,767
36.737755
-85.533683
0
6,690
2020-06-23 04:46:29
3,560,246,577,314,524
fraud_Kerluke PLC
misc_net
1.62
Sarah
Scott
F
03090 Fisher Forges Apt. 200
Wichita
KS
67,216
37.6223
-97.3136
409,656
Textile designer
1930-10-21
0e269e78433e3ed6cfc564c629a17b40
1,371,962,789
38.615434
-97.203607
0
6,691
2020-06-23 04:47:01
36,913,587,729,122
fraud_Wuckert-Walter
grocery_net
57.19
Ana
Mccormick
F
4503 Patricia Route
Meridian
ID
83,646
43.6498
-116.4306
84,106
Intelligence analyst
1971-02-11
9323f30993e5a5c0fc6e907199a99f37
1,371,962,821
43.381054
-115.849515
0
6,692
2020-06-23 04:47:08
4,467,456,915,153,312,300
fraud_Herman Inc
misc_pos
7.02
Rita
Myers
F
75703 Hernandez Corner Suite 348
Tampa
FL
33,620
28.06
-82.4079
717,255
Waste management officer
1966-09-16
c76f1020b208de2f5ee2480b677d1009
1,371,962,828
27.589901
-82.631297
0
6,693
2020-06-23 04:47:29
4,587,577,161,160,601
fraud_Kutch and Sons
grocery_pos
85.18
Tina
Lawrence
F
12444 Jacob Pines
Nobleboro
ME
4,555
44.0943
-69.4828
1,643
Financial trader
1976-04-12
4032adb8668347aeeeb17136b54149e2
1,371,962,849
43.279696
-69.522413
0
6,694
2020-06-23 04:48:03
4,981,132,848,794
fraud_Beier-Hyatt
shopping_pos
9.74
Joseph
Spencer
M
7854 Stephanie Island Suite 788
Holloway
OH
43,985
40.0113
-80.9701
128
Child psychotherapist
1946-04-03
51ee55bf6e2313118ec563ae5c1d7474
1,371,962,883
40.992331
-81.812627
0
6,695
2020-06-23 04:48:14
4,640,395,708,703
fraud_Botsford Ltd
shopping_pos
9.25
Melissa
Krause
F
67632 Martin Gateway
Fordoche
LA
70,732
30.6576
-91.6264
1,178
Community education officer
1951-06-13
2f1f165fdb4f765f78da8868100cd7e8
1,371,962,894
31.613552
-92.201259
0
6,696
2020-06-23 04:48:26
3,566,094,707,272,327
fraud_Stroman, Hudson and Erdman
gas_transport
84.52
Kristina
Stewart
F
47029 Jimmy Tunnel Apt. 106
Newhall
CA
91,321
34.3795
-118.523
34,882
Health physicist
1971-04-25
d7253c3133c24ed9b8802126dfade80d
1,371,962,906
33.506954
-117.866851
0
6,697
2020-06-23 04:48:33
30,263,540,414,123
fraud_Labadie, Treutel and Bode
shopping_net
9.26
Erik
Patterson
M
162 Jessica Row Apt. 072
Hatch
UT
84,735
37.7175
-112.4777
258
Geoscientist
1961-11-24
7265cd41844d368e4e8e3ae92d97e48b
1,371,962,913
37.738026
-111.589792
0
6,698
2020-06-23 04:49:53
2,291,163,933,867,244
fraud_Beier-Hyatt
shopping_pos
4.04
Jeff
Elliott
M
351 Darlene Green
Columbia
SC
29,209
33.9659
-80.9355
333,497
Mechanical engineer
1968-03-19
d448d687f28c3fd2880e53ff436d2d6c
1,371,962,993
34.279936
-81.667588
0
6,699
2020-06-23 04:50:53
3,514,897,282,719,543
fraud_Macejkovic-Lesch
shopping_pos
7.56
Steven
Faulkner
M
841 Cheryl Centers Suite 115
Farmington
NY
14,425
42.958
-77.3083
10,717
Cytogeneticist
1952-10-13
b40f48bd4f986a862400a827815ab8ae
1,371,963,053
43.91908
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