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
1,273,300
2020-06-13 03:02:39
3,554,818,239,968,984
fraud_Lemke-Gutmann
shopping_net
105.02
Cory
Thomas
M
6458 Roberson Alley
Williamsburg
MO
63,388
38.8874
-91.7689
710
Glass blower/designer
1970-09-27
05a6474e1e6b1778e07bbee67d5adf8c
1,371,092,559
38.52257
-91.970733
0
1,273,301
2020-06-13 03:02:45
6,524,376,634,971,418
fraud_Friesen-D'Amore
gas_transport
116.77
Jasmine
Foster
F
954 White Alley Apt. 251
Phil Campbell
AL
35,581
34.347
-87.7154
5,778
Engineer, aeronautical
1952-12-05
62c382f6f999e40b3b965cba7e60d8cb
1,371,092,565
33.639858
-87.589019
0
1,273,302
2020-06-13 03:03:42
3,525,668,150,756,629
fraud_Gerlach Inc
shopping_net
92.17
Christopher
Choi
M
04611 Sandra Spring Suite 059
Rumely
MI
49,826
46.3481
-87.0436
137
Film/video editor
1990-08-13
1114b2c2a330c6cb534dd937ce751194
1,371,092,622
46.885023
-86.839602
0
1,273,303
2020-06-13 03:04:44
4,509,922,033,272,157
fraud_Bernhard Inc
gas_transport
51.33
Monica
West
F
22084 Smith Roads Suite 776
Hurley
SD
57,036
43.2893
-97.1904
811
Neurosurgeon
1972-03-28
cb61ecb2a1db52bddd3eaf0b7d8593b2
1,371,092,684
43.315276
-98.088936
0
1,273,304
2020-06-13 03:06:54
180,017,442,990,269
fraud_Olson, Becker and Koch
gas_transport
60.25
Michelle
Anderson
F
28311 Dennis Trace
Albany
NY
12,222
42.6853
-73.8253
151,022
Designer, textile
1939-06-01
64fd25f33d7ce62104a95d9adb13645a
1,371,092,814
42.390987
-74.266094
0
1,273,305
2020-06-13 03:07:06
4,998,109,455,173,950
fraud_DuBuque LLC
grocery_pos
201.46
Mary
Pruitt
F
2819 Luke Greens Suite 563
Kansas City
MO
64,114
38.9621
-94.5959
545,147
Counsellor
1987-11-18
b394999896dc7d0c88544deb0d3c6b8f
1,371,092,826
39.672792
-95.188745
0
1,273,306
2020-06-13 03:07:44
180,064,817,343,047
fraud_Cole PLC
grocery_pos
120.49
Patricia
Gonzalez
F
8973 Mark Drive
Stephensport
KY
40,170
37.9048
-86.524
344
Chartered public finance accountant
1967-03-30
b7dbbeee4ed2172870136a166f9aa097
1,371,092,864
37.619183
-86.568689
0
1,273,307
2020-06-13 03:07:53
3,518,758,680,062,249
fraud_Vandervort-Funk
grocery_pos
58.7
Antonio
Koch
M
8738 Richard Brooks
Moab
UT
84,532
38.5677
-109.5271
9,772
Location manager
1989-11-24
98ff87012b0530a94f55bc2156b2b3fd
1,371,092,873
39.270074
-110.169477
0
1,273,308
2020-06-13 03:10:12
676,173,792,455
fraud_Kilback and Sons
entertainment
49.49
Brittany
Cox
F
07177 William Dale Apt. 547
Santa Monica
CA
90,403
34.0287
-118.4924
92,043
Civil engineer, contracting
1961-04-25
81a4e2f4ebcdfaf36aa7922a96eed086
1,371,093,012
33.802085
-118.076996
0
1,273,309
2020-06-13 03:11:47
502,038,091,380
fraud_Kohler, Lindgren and Koelpin
grocery_net
46.84
Kurt
Peters
M
7290 Ashlee Keys
Kissee Mills
MO
65,680
36.6704
-93.0377
1,201
Engineer, agricultural
1980-03-18
aa6b0276ff1a100db0a218f51df19b65
1,371,093,107
36.467136
-93.917406
0
1,273,310
2020-06-13 03:12:09
213,161,293,389,774
fraud_Parisian and Sons
gas_transport
82.93
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
c832582e208ea7e9c4862cf8a6107476
1,371,093,129
42.165958
-78.121734
0
1,273,311
2020-06-13 03:12:49
4,979,422,371,139,333
fraud_Eichmann-Russel
misc_pos
1.64
Kelly
Zimmerman
F
1893 Katie Tunnel
Westerville
NE
68,881
41.4193
-99.3844
73
Product designer
1935-02-10
fe553fc25f99493d14067728449fb14a
1,371,093,169
40.851305
-99.303744
0
1,273,312
2020-06-13 03:13:07
4,657,269,323,674,365
fraud_Cummerata-Hilpert
entertainment
52.95
Alicia
Mitchell
F
125 Kristen Dale
Grand Ridge
FL
32,442
30.7148
-85.021
3,699
Art gallery manager
1948-09-07
8044ff094f355cf85e6b0dbb4088bbc8
1,371,093,187
29.876126
-85.922677
0
1,273,313
2020-06-13 03:13:38
6,554,245,334,757,802
fraud_Ledner-Pfannerstill
gas_transport
62.2
Monique
Robinson
F
07712 Marcus Divide Apt. 831
Laguna Hills
CA
92,637
33.615
-117.7114
45,303
Sales executive
1969-12-22
9741b454fb2a8846947cc65f20d59219
1,371,093,218
32.859836
-118.44332
0
1,273,314
2020-06-13 03:13:48
4,425,161,475,596,168
fraud_Roob, Conn and Tremblay
shopping_pos
8.02
Brooke
Fisher
F
815 Heather Divide Apt. 965
San Angelo
TX
76,905
31.4647
-100.39
103,927
Drilling engineer
1962-06-27
4f507916bd286c1ad89f054e833ff7f9
1,371,093,228
32.303904
-99.436459
0
1,273,315
2020-06-13 03:13:52
6,592,861,994,408,652
fraud_Rutherford-Mertz
grocery_pos
102.42
Ashley
Whitehead
F
58188 Madison Meadow Apt. 949
Cowlesville
NY
14,037
42.8112
-78.4481
1,166
Colour technologist
1983-06-12
f22fd4057df28c284df3cfa2cd4b635b
1,371,093,232
43.058753
-78.560995
0
1,273,316
2020-06-13 03:15:01
4,155,021,259,183,870
fraud_Kilback LLC
grocery_pos
105.53
Renee
Parrish
F
174 Jennifer Meadow Apt. 467
Mountain Park
OK
73,559
34.7032
-98.9591
540
Research scientist (life sciences)
1983-10-12
c67f21998a056be50a7d56a69f800d3c
1,371,093,301
35.234552
-98.901328
0
1,273,317
2020-06-13 03:15:57
3,534,718,226,968,689
fraud_Jenkins, Hauck and Friesen
gas_transport
35.18
Lisa
Lopez
F
32343 Saunders Course
Dongola
IL
62,926
37.3712
-89.1349
2,263
Scientific laboratory technician
1984-09-13
3e3ba4f7a718f7903304e34d7330348b
1,371,093,357
37.479897
-88.385856
0
1,273,318
2020-06-13 03:17:26
4,859,525,594,182,537
fraud_Bogisich Inc
grocery_pos
75.2
Rebecca
Farley
F
383 Long Islands
Downsville
NY
13,755
42.0716
-75.0152
1,228
Psychotherapist, child
1990-02-25
347e53acccfd5062b8f9966cd9db1cef
1,371,093,446
42.509115
-74.225503
0
1,273,319
2020-06-13 03:18:58
6,534,628,260,579,800
fraud_Greenholt, Jacobi and Gleason
gas_transport
85.81
Christine
Harris
F
29606 Martinez Views Suite 653
Hinesburg
VT
5,461
44.3346
-73.098
4,542
Claims inspector/assessor
1998-03-19
726aeda5bbbe6348158a0a037d586f5c
1,371,093,538
44.786187
-73.243136
0
1,273,320
2020-06-13 03:20:27
4,890,424,426,862,857,000
fraud_Kling Inc
gas_transport
82.74
Jeremy
Whitney
M
0371 Aimee Neck Suite 856
Sacramento
CA
95,827
38.5662
-121.3286
757,530
Magazine features editor
1979-04-30
3806e88ec6f4c6ccd48ce9dd33669c48
1,371,093,627
38.340041
-120.505566
0
1,273,321
2020-06-13 03:21:18
340,953,839,692,349
fraud_Kutch Group
grocery_net
48.54
Tyler
Wright
M
615 Clarke Spring Apt. 172
Warren
MI
48,088
42.5164
-82.9832
134,056
Doctor, hospital
1980-05-18
a7d465d99248d149b4cfb0b81818958f
1,371,093,678
42.940704
-82.114644
0
1,273,322
2020-06-13 03:21:31
6,538,441,737,335,434
fraud_Rowe, Batz and Goodwin
grocery_pos
41.54
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
dbcba78c6996346ebf69941cc76a0731
1,371,093,691
41.942503
-81.018702
0
1,273,323
2020-06-13 03:21:32
4,956,828,990,005,111,000
fraud_Lockman Ltd
grocery_pos
46.84
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
1980-12-21
19d5247c02f7aee3187e5b66ef8d8802
1,371,093,692
40.008693
-73.84483
0
1,273,324
2020-06-13 03:21:54
6,595,970,453,799,027
fraud_Jast Ltd
shopping_net
23.1
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
723f9e8a7fd37ee1ba07860627f05baa
1,371,093,714
40.496368
-75.437833
0
1,273,325
2020-06-13 03:22:11
38,199,021,865,320
fraud_Heller, Gutmann and Zieme
grocery_pos
101.22
Jesse
Roberts
M
8415 Vaughn Squares Apt. 788
Acworth
NH
3,601
43.196
-72.3001
477
Naval architect
1988-04-15
4c4517bbf06c6699b25f8a1b2a69f963
1,371,093,731
43.901943
-72.912207
0
1,273,326
2020-06-13 03:22:33
2,291,163,933,867,244
fraud_Stroman, Hudson and Erdman
gas_transport
77.35
Jeff
Elliott
M
351 Darlene Green
Columbia
SC
29,209
33.9659
-80.9355
333,497
Mechanical engineer
1968-03-19
e1018f869b82a75adb9f37f4d74d83e6
1,371,093,753
33.017257
-81.373173
0
1,273,327
2020-06-13 03:22:37
2,305,336,922,781,618
fraud_Jast Ltd
shopping_net
87.4
Jeffrey
Rice
M
21447 Powell Circle
Moulton
IA
52,572
40.6866
-92.6833
1,132
Probation officer
1961-02-14
c374f91f6afb24551ba3471e4b1baa00
1,371,093,757
40.610279
-93.439883
0
1,273,328
2020-06-13 03:22:44
6,554,245,334,757,802
fraud_Howe PLC
entertainment
39.37
Monique
Robinson
F
07712 Marcus Divide Apt. 831
Laguna Hills
CA
92,637
33.615
-117.7114
45,303
Sales executive
1969-12-22
4e17c0ce1a894196eca9ec2505358aa5
1,371,093,764
34.470497
-117.079113
0
1,273,329
2020-06-13 03:22:59
4,689,147,265,057,949,000
fraud_Friesen-D'Amore
gas_transport
60.93
Steven
Brooks
M
2622 Reynolds Isle
Manley
NE
68,403
40.9207
-96.168
206
Human resources officer
1967-10-04
497a8bb262fa1086c3e3fca68fcf1aa7
1,371,093,779
40.581937
-95.275543
0
1,273,330
2020-06-13 03:23:36
3,565,423,334,076,143
fraud_Lind, Huel and McClure
gas_transport
65.39
Nathan
Thomas
M
4923 Campbell Pines Suite 717
Carlisle
IN
47,838
38.9763
-87.3667
4,081
Energy engineer
1938-03-15
213bc4decce48ec6f006dc428bccdef9
1,371,093,816
38.073139
-88.231592
0
1,273,331
2020-06-13 03:23:55
213,155,997,615,567
fraud_Kutch and Sons
grocery_pos
81.19
James
Yoder
M
83359 Lopez Point
Clune
PA
15,727
40.5503
-79.3237
168
Race relations officer
1978-10-04
3ec9bebafd4f586384785cd9b183e6ca
1,371,093,835
40.300481
-79.73567
0
1,273,332
2020-06-13 03:23:55
343,819,048,608,995
fraud_Kutch and Sons
grocery_pos
78.13
Shelby
Cannon
F
1535 Ryan Burgs Suite 919
Des Moines
IA
50,312
41.5855
-93.6719
222,785
Wellsite geologist
1956-01-24
aa63850e5d946b5183078b94e46c7fa6
1,371,093,835
40.883863
-94.574932
0
1,273,333
2020-06-13 03:24:06
4,755,696,071,492
fraud_Schultz, Simonis and Little
grocery_pos
49.62
Robert
Evans
M
01892 Patricia Vista Apt. 828
Sachse
TX
75,048
32.9643
-96.6012
20,328
Site engineer
1985-06-20
f9fb03e2d56ae0b2206c3d8847c17287
1,371,093,846
32.244079
-96.233811
0
1,273,334
2020-06-13 03:24:18
4,501,449,508,569,485
fraud_Emard Inc
gas_transport
68.5
Paul
Wade
M
2306 Clark Ranch Suite 515
Ferney
SD
57,439
45.329
-98.0837
52
Bookseller
1990-05-22
c7d43737d6fdc968f81a5b040b48e6a3
1,371,093,858
45.815624
-98.018055
0
1,273,335
2020-06-13 03:24:25
4,800,395,067,176,717
fraud_Lynch Ltd
shopping_pos
9.93
Daniel
Owens
M
88794 Mandy Lodge Apt. 874
Howells
NE
68,641
41.6964
-96.9858
1,063
Research scientist (maths)
1928-04-02
943a8d007bfa49515fec867c30631358
1,371,093,865
41.759609
-97.806888
0
1,273,336
2020-06-13 03:25:49
4,471,568,287,204
fraud_Jakubowski Group
food_dining
56.28
Dakota
Maldonado
M
369 Cochran Radial
Pelham
NC
27,311
36.4899
-79.4736
3,402
Insurance underwriter
1927-10-24
614003004d3c92545d12f08873436c4b
1,371,093,949
36.086202
-79.689296
0
1,273,337
2020-06-13 03:26:14
4,026,222,041,577
fraud_Casper, Hand and Zulauf
grocery_pos
170.05
Debbie
Payne
F
204 Ashley Neck Apt. 169
Preston
CT
6,365
41.5224
-71.9934
4,720
Broadcast presenter
1977-05-18
3c5e47dca51d34642eb69f34d552c647
1,371,093,974
40.669128
-72.72372
0
1,273,338
2020-06-13 03:27:02
4,169,388,510,116
fraud_Marks Inc
gas_transport
77.59
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
1962-09-27
cd41905ba8b9eb6787f15e78862b1641
1,371,094,022
42.65569
-77.812468
0
1,273,339
2020-06-13 03:28:38
30,131,826,429,364
fraud_Kiehn Inc
grocery_pos
182.98
Brianna
Foley
F
57256 Raymond Ports
Knoxville
TN
37,932
35.9335
-84.1481
391,389
Designer, industrial/product
1994-04-22
81dd029ab5dc86cd10f9950136579418
1,371,094,118
35.140718
-84.679459
0
1,273,340
2020-06-13 03:29:34
501,899,453,424
fraud_Streich, Hansen and Veum
gas_transport
53.08
Jessica
Dominguez
F
06393 Nancy Parkways Suite 855
Gadsden
AL
35,903
33.9845
-85.9077
67,082
Ceramics designer
1970-01-08
33b11010d36d4b9bb67ad1efdd5d3446
1,371,094,174
34.712976
-86.396156
0
1,273,341
2020-06-13 03:29:47
30,143,535,920,989
fraud_Huels-Hahn
gas_transport
44.3
Lisa
Collins
F
44197 Jeffrey Port Suite 050
Bridgeport
NJ
8,014
39.8016
-75.3478
504
Engineer, control and instrumentation
1980-08-17
e98a8c9a7d9923a0a2d589f853e1c56e
1,371,094,187
39.772597
-75.732368
0
1,273,342
2020-06-13 03:30:10
3,567,879,740,649,740
fraud_Reichert, Shanahan and Hayes
shopping_net
12.03
Tanya
Williams
F
566 Megan Well
Brownville
NY
13,615
44.0577
-76.0196
1,271
Producer, radio
1958-08-14
06abeeb9f3fd448b428726497f23abe3
1,371,094,210
44.369083
-75.16187
0
1,273,343
2020-06-13 03:31:23
30,263,540,414,123
fraud_Terry-Huel
shopping_net
1.83
Erik
Patterson
M
162 Jessica Row Apt. 072
Hatch
UT
84,735
37.7175
-112.4777
258
Geoscientist
1961-11-24
14f8a326cf62c55f49844564b23f8a17
1,371,094,283
38.285338
-112.893577
0
1,273,344
2020-06-13 03:32:14
4,099,707,841,315,751
fraud_Cummings LLC
gas_transport
73.13
James
Stephens
M
1166 Castillo Mountains
Ruckersville
VA
22,968
38.2586
-78.4074
9,815
Designer, ceramics/pottery
1975-07-07
b22ae1213a78c8ac593a58607c1d8118
1,371,094,334
38.714498
-79.110081
0
1,273,345
2020-06-13 03:32:56
4,311,368,326,621,416,000
fraud_Huel, Hammes and Witting
grocery_pos
126.49
Phillip
Delacruz
M
26678 Lisa Locks Apt. 904
Iliff
CO
80,736
40.7692
-103.0968
648
Community arts worker
1969-09-21
4a82484967252230207dae1eb731faa1
1,371,094,376
41.461506
-103.885371
0
1,273,346
2020-06-13 03:34:16
213,113,028,819,344
fraud_Morissette PLC
shopping_pos
77.67
Melanie
Jimenez
F
77944 Daniels Valley Suite 921
Camden
NY
13,316
43.3392
-75.7543
6,460
Building control surveyor
1959-09-27
c4f80d17035c5b36167a4083cdc6a689
1,371,094,456
42.476524
-76.630254
0
1,273,347
2020-06-13 03:34:18
375,237,305,371,366
fraud_Maggio-Fahey
misc_pos
13.7
David
Erickson
M
616 Jimenez Meadow Apt. 701
East Rochester
NY
14,445
43.1128
-77.4906
8,019
Retail buyer
1928-06-26
8684ee774be71080a50923932be6f96d
1,371,094,458
43.299259
-78.012193
0
1,273,348
2020-06-13 03:34:52
3,595,192,916,105,588
fraud_Prohaska-Murray
gas_transport
73.16
Dustin
Roberts
M
3283 James Station
Fayetteville
NC
28,314
35.0583
-79.008
238,602
Scientist, research (maths)
1993-05-14
67b15f9f3fb6f102f2d04416a26bee83
1,371,094,492
35.717884
-79.648351
0
1,273,349
2020-06-13 03:39:08
4,952,583,804,639,909
fraud_Okuneva, Schneider and Rau
shopping_pos
5.04
Patricia
Rodriguez
F
386 Randolph Throughway
Warren
OH
44,483
41.2639
-80.8164
75,903
Magazine features editor
1957-04-05
188aa2969bc49652b9be2b9953d1b640
1,371,094,748
41.414769
-81.099709
0
1,273,350
2020-06-13 03:39:49
4,512,828,414,983,802,000
fraud_Bauch-Raynor
grocery_pos
121.53
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
563194a81b270f1ef1636dadd8581bf9
1,371,094,789
39.849464
-78.959877
0
1,273,351
2020-06-13 03:40:17
3,547,574,373,318,979
fraud_Block Group
misc_pos
3.52
Jacob
Patel
M
54822 Hill Forks
Dieterich
IL
62,424
39.0319
-88.4074
2,092
Psychologist, clinical
1962-04-30
606437f100f68c4532fb937834ed525d
1,371,094,817
38.081057
-88.947823
0
1,273,352
2020-06-13 03:40:17
38,052,002,992,326
fraud_Schultz, Simonis and Little
grocery_pos
121.03
Anna
Logan
F
3522 Park Wells Suite 528
Cleveland
TX
77,327
30.33
-95.0202
34,153
Building surveyor
1995-09-11
a37d1fde52bfa33a3f6f17c3f5a338f3
1,371,094,817
30.687581
-95.909316
0
1,273,353
2020-06-13 03:40:56
30,270,432,095,985
fraud_Kris-Weimann
misc_net
1.92
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
cdb2c0e2e83a0fe4546659706f1231f9
1,371,094,856
41.074922
-90.564996
0
1,273,354
2020-06-13 03:42:01
4,319,584,480,204,989,000
fraud_Sporer Inc
gas_transport
89.76
Kathleen
Nash
F
010 Salazar Walk
Cromona
KY
41,810
37.1788
-82.695
502
Chief Financial Officer
1960-02-01
0c43de5968e5c1b1b6436be29a8a0fce
1,371,094,921
37.699408
-83.211335
0
1,273,355
2020-06-13 03:42:41
345,933,964,507,467
fraud_Hudson-Ratke
grocery_pos
119.73
Carol
Dillon
F
27479 Reeves Dale
Whaleyville
MD
21,872
38.4121
-75.2811
718
Regulatory affairs officer
1985-03-19
64b94535abc1e34d0a5d10ef424bf2b4
1,371,094,961
38.267131
-75.62922
0
1,273,356
2020-06-13 03:42:48
3,598,215,285,024,754
fraud_Schaefer, McGlynn and Bosco
gas_transport
70.34
Ashley
Lopez
F
9333 Valentine Point
Bellmore
NY
11,710
40.6729
-73.5365
34,496
Librarian, public
1970-10-21
978ce1232f76c845e5acd6fa37a6e39e
1,371,094,968
40.298292
-73.110391
0
1,273,357
2020-06-13 03:42:49
2,356,276,337,669,917
fraud_Hackett-Lueilwitz
grocery_pos
54.7
Benjamin
Harris
M
0881 Lori Pines
Chester
MD
21,619
38.9583
-76.2842
5,848
Paediatric nurse
1981-02-15
fee25bf222defeb2579431e26c0749fb
1,371,094,969
39.069889
-76.489781
0
1,273,358
2020-06-13 03:43:41
38,014,427,445,058
fraud_O'Keefe-Wisoky
food_dining
105.75
Sonya
Jensen
F
4470 Jillian Courts
Adams
WI
53,910
43.8967
-89.8219
3,508
Sport and exercise psychologist
1946-08-11
9a996599b9c517a6f3d1e975abaf4b84
1,371,095,021
44.377142
-90.390311
0
1,273,359
2020-06-13 03:44:15
180,014,262,259,255
fraud_Towne LLC
misc_pos
3.48
Brianna
Page
F
0043 Henry Plaza
Brantley
AL
36,009
31.571
-86.2743
2,566
Exercise physiologist
1958-06-26
ec9504a919e02f95e8befbe622577e2e
1,371,095,055
31.291031
-87.245421
0
1,273,360
2020-06-13 03:44:20
5,596,347,693,144,598
fraud_Heidenreich PLC
grocery_pos
101.35
Joseph
Moody
M
5901 Foster Pine
Kenner
LA
70,062
29.9912
-90.2479
68,211
Engineer, petroleum
1941-04-23
921024eb80a6c80047c11ddcad87dd76
1,371,095,060
29.796062
-90.810847
0
1,273,361
2020-06-13 03:44:38
4,906,628,655,840,914,000
fraud_Koepp-Parker
grocery_pos
73.07
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
fb3e7d976e32a4e7fff5ec3d0c93bc3c
1,371,095,078
24.509105
-81.012517
0
1,273,362
2020-06-13 03:46:14
3,593,118,134,380,341
fraud_Heller-Langosh
gas_transport
84.24
Laura
Casey
F
6114 Moran Way
Steuben
ME
4,680
44.4971
-67.9503
1,131
Make
1959-05-10
2a57a1f3780744d9438552cba6087ecf
1,371,095,174
45.074479
-67.236001
0
1,273,363
2020-06-13 03:46:52
4,220,345,354,880
fraud_Koss and Sons
gas_transport
83.4
Patrick
Torres
M
27386 Snyder Station
Oxford
MI
48,371
42.8223
-83.2829
24,840
Agricultural consultant
1960-01-20
5563a80a410980e6f4ef162cb0828a88
1,371,095,212
42.597405
-83.510985
0
1,273,364
2020-06-13 03:47:15
4,119,762,878,330,989
fraud_Huel, Hammes and Witting
grocery_pos
114.56
Melinda
Gutierrez
F
1497 West Gateway
Eureka
IL
61,530
40.7152
-89.2706
6,713
Archivist
1945-08-19
d46ce139ec6b6ab5cc2c5844bd0f6b15
1,371,095,235
41.061332
-89.412758
0
1,273,365
2020-06-13 03:47:45
6,593,250,708,747,804
fraud_Huel, Hammes and Witting
grocery_pos
237.36
Melissa
Meza
F
244 Abbott Parkway
Loxahatchee
FL
33,470
26.7383
-80.276
26,551
Paramedic
1977-01-04
afda33599f0b9405cdad3fdcab369524
1,371,095,265
26.168317
-80.816924
0
1,273,366
2020-06-13 03:49:42
6,011,388,901,471,808
fraud_Raynor, Reinger and Hagenes
gas_transport
51.9
Jacqueline
Marsh
F
950 Sheryl Spurs
Dunlevy
PA
15,432
40.1151
-79.8627
427
Mining engineer
1951-02-05
de9f1340aa135ccd721beeb3682b2922
1,371,095,382
40.538225
-79.558812
0
1,273,367
2020-06-13 03:50:17
639,023,984,367
fraud_Cummings LLC
gas_transport
41.33
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
9eb039ec1cb102844a5b0f295bf25259
1,371,095,417
43.769456
-74.369989
0
1,273,368
2020-06-13 03:53:20
30,131,826,429,364
fraud_Morar Inc
grocery_net
50.34
Brianna
Foley
F
57256 Raymond Ports
Knoxville
TN
37,932
35.9335
-84.1481
391,389
Designer, industrial/product
1994-04-22
3726bd58d52b3fbcd34c32fd2e2866f1
1,371,095,600
36.10505
-84.989652
0
1,273,369
2020-06-13 03:53:49
4,384,910,379,661,778
fraud_Heller, Gutmann and Zieme
grocery_pos
80.01
Michelle
Russell
F
55505 Christy Via
Hawley
MN
56,549
46.9777
-96.4092
4,508
Naval architect
1949-04-24
6e97ead203c643174ee4e1ed44474bb5
1,371,095,629
46.211009
-95.424991
0
1,273,370
2020-06-13 03:54:04
2,280,870,154,157,385
fraud_Hermann-Gaylord
misc_pos
559.43
Katherine
Cooper
F
3854 Lauren Springs Suite 648
Oakford
IL
62,673
40.0994
-89.9601
530
Transport planner
1967-09-23
dbc1c4e106c6b725295d7fb7f4b6b4ee
1,371,095,644
40.778523
-89.416265
0
1,273,371
2020-06-13 03:54:33
3,511,058,278,399,773
fraud_Deckow-O'Conner
grocery_pos
141.43
Briana
Santos
F
702 Tabitha Drive
New Goshen
IN
47,863
39.5803
-87.4616
205
Engineer, mining
1960-01-06
3044e12ce6a0852cf9ed4f5b0a015731
1,371,095,673
38.795001
-87.566411
0
1,273,372
2020-06-13 03:54:45
4,128,730,454,058,057,700
fraud_Fisher-Schowalter
shopping_net
91.24
Monique
Martin
F
68276 Matthew Springs
Ratcliff
TX
75,858
31.3833
-95.0619
43
Engineer, production
1949-10-04
d6163e13fcb1d28746979e07e43c0e31
1,371,095,685
32.149793
-95.65619
0
1,273,373
2020-06-13 03:55:53
4,066,595,222,529
fraud_Friesen-Stamm
gas_transport
33.94
Jamie
Olson
F
3423 Michael Canyon Suite 276
River
KY
41,254
37.8795
-82.7251
571
Quarry manager
1931-03-07
4b984c0a49c28065d054cba8096347d8
1,371,095,753
38.706933
-83.348877
0
1,273,374
2020-06-13 04:00:46
4,383,521,454,815
fraud_Flatley-Durgan
misc_net
4.52
John
Robertson
M
209 Austin Stream Apt. 231
Indianapolis
IN
46,290
39.9347
-86.1633
910,148
Academic librarian
1987-09-22
773e2751d4607c7406b92446bbcd4593
1,371,096,046
40.739678
-85.462192
0
1,273,375
2020-06-13 04:01:19
3,577,794,103,155,425
fraud_Bradtke PLC
grocery_pos
102.94
Mary
Humphrey
F
9853 Flynn Hollow Apt. 602
Reynolds
ND
58,275
47.7068
-97.2092
733
Visual merchandiser
1994-11-12
367dea5cd8a9be3ed0b28c4b78007fbc
1,371,096,079
48.576206
-96.632557
0
1,273,376
2020-06-13 04:01:36
4,423,489,490,781,412
fraud_Casper, Hand and Zulauf
grocery_pos
103.07
Christopher
Ortega
M
5045 Emily Wall
Princeton
IA
52,768
41.6858
-90.3706
1,426
Agricultural consultant
1957-03-06
7991751f01b8119615bd801b86a26d37
1,371,096,096
40.919935
-91.234842
0
1,273,377
2020-06-13 04:03:18
4,810,839,835,482,794,000
fraud_Lockman Ltd
grocery_pos
80.83
Carolyn
Perez
F
433 Blake Roads Suite 967
Wheaton
MO
64,874
36.7651
-94.0492
760
Production manager
1985-08-31
3ade62052822e383531c35879ce5b081
1,371,096,198
36.904986
-94.694207
0
1,273,378
2020-06-13 04:05:00
675,990,301,623
fraud_Vandervort-Funk
grocery_pos
84.29
Amanda
Spencer
F
6682 Green Forks
Ogdensburg
NJ
7,439
41.0767
-74.5982
2,456
Senior tax professional/tax inspector
1994-03-13
7306c41914c7cd9af9dbac9efd859c62
1,371,096,300
40.773815
-75.452039
0
1,273,379
2020-06-13 04:06:58
4,294,930,380,592
fraud_Harber Inc
gas_transport
30.13
Misty
Rivera
F
1980 Vasquez Manors Apt. 574
Catawba
VA
24,070
37.3696
-80.1284
1,363
Equality and diversity officer
1940-08-23
2cad4258a4c393c6bc5e46a96983e440
1,371,096,418
37.155613
-79.426422
0
1,273,380
2020-06-13 04:07:44
30,150,717,898,388
fraud_Koepp-Witting
grocery_pos
133.31
Raymond
Lloyd
M
5930 Rebecca Bridge Apt. 444
Paint Rock
AL
35,764
34.7031
-86.3068
653
Paediatric nurse
1966-06-19
6571f83c0de0a6532470381123b54f59
1,371,096,464
35.126513
-86.491817
0
1,273,381
2020-06-13 04:10:15
4,178,097,073,221,156
fraud_Schaefer, McGlynn and Bosco
gas_transport
74.76
Jill
Flores
F
639 Cruz Islands
Baroda
MI
49,101
41.9488
-86.4913
3,104
Horticulturist, commercial
1981-03-29
bc519810091803cac3b8b19e0bea1434
1,371,096,615
42.902104
-86.15914
0
1,273,382
2020-06-13 04:10:51
3,564,182,536,169,293
fraud_Hills-Witting
shopping_net
5.95
Brenda
Johnson
F
56160 Nicholas Isle
Norwich
OH
43,767
39.9934
-81.8024
1,443
Research scientist (medical)
1962-03-04
0ca3edcef6a99cf30f4dc05bc455db7e
1,371,096,651
39.342833
-81.075139
0
1,273,383
2020-06-13 04:11:35
4,497,451,418,073,897,000
fraud_Kiehn Inc
grocery_pos
191.02
Elizabeth
Glover
F
246 Stewart Green Suite 149
West Monroe
LA
71,291
32.5317
-92.176
54,185
Radiographer, diagnostic
1992-11-20
ffb169f84543de3a06872ace0d002e5b
1,371,096,695
32.599846
-91.907767
0
1,273,384
2020-06-13 04:12:13
4,452,366,298,769,043
fraud_Rutherford-Mertz
grocery_pos
141.44
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
6f9119541db753b09f03bfacc6066038
1,371,096,733
31.47477
-96.447399
0
1,273,385
2020-06-13 04:12:46
4,587,657,402,165,341,700
fraud_Raynor, Feest and Miller
gas_transport
92.58
Amber
Lewis
F
6296 John Keys Suite 858
Pembroke Township
IL
60,958
41.0646
-87.5917
2,135
Psychotherapist, child
2004-05-08
97603eaa6c809b3efe4d0ee4093eb324
1,371,096,766
40.233547
-87.553321
0
1,273,386
2020-06-13 04:13:15
4,355,790,796,238,265,000
fraud_Goyette Inc
shopping_net
196.7
Tanner
Davis
M
2632 Stevens Light Apt. 213
Payson
IL
62,360
39.8153
-91.2627
1,656
Exhibition designer
1969-08-04
931e33187391a3eb8fa82911ba4e0e94
1,371,096,795
39.965062
-90.404898
0
1,273,387
2020-06-13 04:14:05
213,114,122,496,591
fraud_Jaskolski-Dibbert
grocery_net
119.42
Jeremy
Perry
M
797 Jennifer Loop Suite 634
Minnesota Lake
MN
56,068
43.8295
-93.8282
1,087
Music tutor
1963-07-14
46d25f8c31af830600ae89473df6985f
1,371,096,845
43.393204
-93.261023
0
1,273,388
2020-06-13 04:14:09
3,560,246,577,314,524
fraud_Kerluke-Abshire
shopping_net
4.86
Sarah
Scott
F
03090 Fisher Forges Apt. 200
Wichita
KS
67,216
37.6223
-97.3136
409,656
Textile designer
1930-10-21
2bcc6ad10e29b63786f5abc7a33e605f
1,371,096,849
36.909201
-97.194559
0
1,273,389
2020-06-13 04:14:54
3,597,337,756,918,966
fraud_Klein Group
entertainment
39.1
Linda
Gonzalez
F
17667 Price Spur Apt. 366
Glen Rock
PA
17,327
39.7813
-76.7477
7,565
Insurance claims handler
1952-03-08
3d173da5601119484c1dcecf6bd0ee0c
1,371,096,894
40.362347
-76.839053
0
1,273,390
2020-06-13 04:14:54
3,526,826,139,003,047
fraud_Cummerata-Jones
gas_transport
47.81
Nathan
Massey
M
5783 Evan Roads Apt. 465
Falmouth
MI
49,632
44.2529
-85.017
1,126
Furniture designer
1955-07-06
5872fd86f865eec1d7b5cccfeaf8f460
1,371,096,894
43.303611
-85.70089
0
1,273,391
2020-06-13 04:15:05
30,248,898,834,493
fraud_Simonis-Prohaska
misc_pos
5.99
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
dcce325d51322d768d8a569205c07a42
1,371,096,905
31.627637
-100.012167
0
1,273,392
2020-06-13 04:16:02
6,011,681,934,117,244
fraud_Koepp-Witting
grocery_pos
127.39
Kaitlyn
Newman
F
098 Stewart Hill
Slayden
TN
37,165
36.2835
-87.4581
70
Prison officer
1956-06-22
b42922ddbc3f4c0e84eef3fa41bba4b2
1,371,096,962
35.978655
-86.579198
0
1,273,393
2020-06-13 04:16:10
5,152,054,598,359,927
fraud_Smitham-Schiller
grocery_net
75.88
Jim
Johnson
M
868 Brady Mill Apt. 837
Gretna
LA
70,056
29.8872
-90.0331
55,581
Biomedical scientist
1972-09-12
8da8c0be695cb42b2ef45cd149e47693
1,371,096,970
29.684872
-89.795393
0
1,273,394
2020-06-13 04:16:37
4,633,065,159,406,313
fraud_Harber Inc
gas_transport
63.1
Jasmine
Wade
F
90662 Lewis Avenue
Providence
RI
2,908
41.8383
-71.4377
203,571
Nurse, children's
1995-11-29
0133d5de609cb827f7ca77678b58ef31
1,371,096,997
41.736289
-70.440677
0
1,273,395
2020-06-13 04:16:51
213,175,487,106,448
fraud_Hudson-Ratke
grocery_pos
126.23
Diane
Jackson
F
682 Mills Way Apt. 814
Rule
TX
79,548
33.0771
-99.959
932
Physicist, medical
1954-12-10
171fa08261c998932b0c147a34e770b5
1,371,097,011
34.058163
-99.217537
0
1,273,396
2020-06-13 04:17:51
180,048,185,037,117
fraud_Rutherford-Mertz
grocery_pos
235.12
Mary
Wall
F
2481 Mills Lock
Plainfield
NJ
7,060
40.6152
-74.415
71,485
Leisure centre manager
1974-07-19
7e17d4dcd62018801ba3bd91cfd770ff
1,371,097,071
40.203017
-74.195858
0
1,273,397
2020-06-13 04:18:37
3,575,789,281,659,026
fraud_Parisian and Sons
gas_transport
46.62
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
1832ced0eaceaed363e0cafead4fa470
1,371,097,117
37.949311
-93.943957
0
1,273,398
2020-06-13 04:18:51
213,112,402,583,773
fraud_Schmitt Inc
gas_transport
44.83
Ana
Howell
F
4664 Sanchez Common Suite 930
Bradley
SC
29,819
34.0326
-82.2027
1,523
Research scientist (physical sciences)
1984-06-03
e9a24372ffacfcdc8ee9f3fd3e641432
1,371,097,131
33.97826
-82.622116
0
1,273,399
2020-06-13 04:18:58
378,904,938,837,132
fraud_Kuvalis Ltd
gas_transport
56.05
Tina
Zimmerman
F
3595 Susan Island Suite 063
Thomas
OK
73,669
35.7382
-98.7388
1,675
Barrister
1986-05-01
22ce55100abe31d61beabecb643fa4d8
1,371,097,138
35.298589
-98.641286
0