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
1,268,600
2020-06-10 23:58:55
584,673,555,952
fraud_Champlin-Casper
home
8.24
Jessica
Jordan
F
071 Wise Trace
Coleharbor
ND
58,531
47.5196
-101.2332
307
Make
1930-08-13
7b58fb7b79812e916b50487898a4ff7b
1,370,908,735
47.032097
-101.764102
0
1,268,601
2020-06-11 00:00:13
4,561,546,772,499
fraud_Stracke-Lemke
grocery_pos
50.74
Daniel
Briggs
M
7118 Jessica Unions Apt. 789
Moriarty
NM
87,035
34.9889
-106.0609
7,268
Therapist, art
1988-08-04
63b329995ea91f4b1b5a6f6df09ca167
1,370,908,813
35.754651
-105.903945
0
1,268,602
2020-06-11 00:01:15
3,564,182,536,169,293
fraud_Olson, Becker and Koch
gas_transport
45.51
Brenda
Johnson
F
56160 Nicholas Isle
Norwich
OH
43,767
39.9934
-81.8024
1,443
Research scientist (medical)
1962-03-04
04757cd745e1cb9ad2912044db6f9f85
1,370,908,875
40.948987
-82.12198
0
1,268,603
2020-06-11 00:03:22
4,169,759,661,243,568
fraud_Lehner, Mosciski and King
misc_net
2.41
Jamie
Carr
F
55363 Aaron Circle Suite 450
Lawn
PA
17,041
40.2236
-76.538
213
Special educational needs teacher
1972-02-15
4a45460d2b5452dd4e4946c0b79b5c1d
1,370,909,002
40.897147
-76.018255
0
1,268,604
2020-06-11 00:04:29
5,359,543,825,610,251
fraud_Hayes, Marquardt and Dibbert
misc_net
5.47
Michael
Francis
M
1833 Jeanette Stravenue
Belgrade
MT
59,714
45.7801
-111.1439
18,182
Engineer, drilling
1975-06-29
c33ec0012a138eac5559b010357eb8a9
1,370,909,069
45.419315
-111.882298
0
1,268,605
2020-06-11 00:05:14
377,654,590,313,960
fraud_Johns-Hoeger
entertainment
1.99
Lawrence
Davis
M
7421 Serrano Lane Apt. 580
Powell
TN
37,849
36.0435
-84.04
25,459
Teacher, special educational needs
1969-02-22
beb0254fc734901f3557c0370934a1d6
1,370,909,114
35.305449
-84.38566
0
1,268,606
2020-06-11 00:05:38
60,416,207,185
fraud_Schumm, Bauch and Ondricka
grocery_pos
89.63
Mary
Diaz
F
9886 Anita Drive
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Information systems manager
1986-02-17
18000edb8f28229e520b094229238a87
1,370,909,138
43.69924
-108.133051
0
1,268,607
2020-06-11 00:05:51
4,128,730,454,058,057,700
fraud_Towne LLC
misc_pos
4.44
Monique
Martin
F
68276 Matthew Springs
Ratcliff
TX
75,858
31.3833
-95.0619
43
Engineer, production
1949-10-04
5a4100cd5cc5da7c444e104a0b8a2430
1,370,909,151
30.849201
-94.37654
0
1,268,608
2020-06-11 00:05:59
4,005,676,619,255,478
fraud_Huel-Langworth
misc_net
46.67
William
Perry
M
458 Phillips Island Apt. 768
Denham Springs
LA
70,726
30.459
-90.9027
71,335
Herbalist
1994-05-31
7d0c5f21a9b2ad2ee17d5ef90237ea90
1,370,909,159
29.738324
-90.95875
0
1,268,609
2020-06-11 00:06:12
377,895,991,033,232
fraud_Wilkinson Ltd
entertainment
8.45
Kimberly
Myers
F
6881 King Isle Suite 228
Higganum
CT
6,441
41.4682
-72.5751
5,438
Librarian, academic
1964-11-17
4eb99c0e7ec744afb969dae9df20df69
1,370,909,172
40.672192
-71.979875
0
1,268,610
2020-06-11 00:07:16
30,560,609,640,617
fraud_Rodriguez Group
gas_transport
48.32
Michael
Olson
M
558 Michael Estates
Luray
MO
63,453
40.4931
-91.8912
519
Town planner
1966-02-13
5e5e4033abd44fe21429906cbfb7b20f
1,370,909,236
41.299414
-91.893095
0
1,268,611
2020-06-11 00:07:32
2,706,977,570,537,524
fraud_Casper, Hand and Zulauf
grocery_pos
84.35
David
Serrano
M
4739 Martin Common
Zaleski
OH
45,698
39.283
-82.3977
341
Accounting technician
1978-12-18
6842e52077c16ef58300c64fcdaee244
1,370,909,252
39.611353
-82.183843
0
1,268,612
2020-06-11 00:07:35
4,922,710,831,011,201
fraud_Reichert, Rowe and Mraz
shopping_net
32.52
Heather
Chase
F
6888 Hicks Stream Suite 954
Manor
PA
15,665
40.3359
-79.6607
1,472
Public affairs consultant
1941-03-07
33c9df391719252b755a579ac98b8820
1,370,909,255
40.930648
-79.243862
0
1,268,613
2020-06-11 00:09:57
581,293,083,266
fraud_Volkman-Predovic
shopping_net
107.32
William
Thomas
M
39227 Mcpherson Shoals
Lahoma
OK
73,754
36.385
-98.0727
1,078
Podiatrist
1989-10-06
cca81885c26fdc9a2a0fc9a799773bda
1,370,909,397
35.742844
-97.803672
0
1,268,614
2020-06-11 00:11:26
213,141,712,584,544
fraud_Maggio-Fahey
misc_pos
2.28
Margaret
Curtis
F
742 Oneill Shore
Florence
MS
39,073
32.153
-90.1217
19,685
Fine artist
1984-12-24
f28cf6f8a367dc6635034dd475868647
1,370,909,486
32.881684
-91.056025
0
1,268,615
2020-06-11 00:12:30
4,715,741,951,931,169,000
fraud_Pouros-Conroy
shopping_pos
416.68
Robert
Drake
M
463 Willie Estates
Burbank
OK
74,633
36.6966
-96.7869
471
Sub
1941-03-30
41c794a2def7b52fdffd4e52eedf115a
1,370,909,550
35.782718
-96.097814
0
1,268,616
2020-06-11 00:13:04
5,540,636,818,935,089
fraud_Rutherford-Mertz
grocery_pos
48.04
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
1985-04-04
fe581ecc38315b68a17336a38350c924
1,370,909,584
41.897064
-71.93194
0
1,268,617
2020-06-11 00:14:29
2,720,894,374,956,739
fraud_Schmitt Inc
gas_transport
78.7
Audrey
Hickman
F
3325 Gregory Square
Mount Clemens
MI
48,043
42.5978
-82.8823
16,305
Psychologist, sport and exercise
1927-05-25
17981318ff4872c16a627192fa4ee580
1,370,909,669
43.310453
-82.133491
0
1,268,618
2020-06-11 00:14:46
4,446,368,897,795,790
fraud_Macejkovic-Lesch
shopping_pos
127.35
Ryan
Joseph
M
8850 Jessica Center
Atlantic
VA
23,303
37.9073
-75.5089
741
Geologist, engineering
1986-08-17
8e717274b1e8e81fe2605ae856b84526
1,370,909,686
37.427274
-74.920777
0
1,268,619
2020-06-11 00:14:59
213,156,747,557,083
fraud_Collier Inc
grocery_net
40.73
Adam
Santos
M
725 Jo Trace Apt. 102
Glendale
CA
91,206
34.1556
-118.2322
172,817
Advertising account planner
1982-07-30
e3493c8b906de6a6f96bb74191ca1cce
1,370,909,699
34.864751
-118.252953
0
1,268,620
2020-06-11 00:15:39
2,242,542,703,101,233
fraud_Swaniawski, Bahringer and Ledner
grocery_net
32.46
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
7e22f9b2db3eabcfd31481802d4d1a86
1,370,909,739
38.468649
-86.426378
0
1,268,621
2020-06-11 00:15:54
4,228,411,452,607,671
fraud_Kerluke Inc
misc_net
1.43
Aaron
Stewart
M
400 Zuniga Pine
Winthrop
ME
4,364
44.3229
-69.9576
6,025
Advertising account planner
1995-04-22
24c764913c3460134977af0806788df7
1,370,909,754
43.354243
-70.738986
0
1,268,622
2020-06-11 00:17:04
676,148,621,961
fraud_Kerluke Inc
misc_net
5.96
Jennifer
Vega
F
91644 Crystal Drives
Eagarville
IL
62,023
39.1118
-89.7855
91
Materials engineer
1962-11-18
c686a187f37506d63d17cbf5964e521a
1,370,909,824
39.148795
-89.536217
0
1,268,623
2020-06-11 00:23:05
180,014,262,259,255
fraud_Kuvalis Ltd
gas_transport
72.17
Brianna
Page
F
0043 Henry Plaza
Brantley
AL
36,009
31.571
-86.2743
2,566
Exercise physiologist
1958-06-26
32f1c04c18a9fbcbb81ecf5f084dcf37
1,370,910,185
31.178184
-86.600877
0
1,268,624
2020-06-11 00:23:33
371,985,236,239,474
fraud_Pouros-Conroy
shopping_pos
960.36
Benjamin
Martin
M
0495 Baker Manors
Oriskany Falls
NY
13,425
42.9576
-75.4838
1,970
Programmer, multimedia
1949-06-09
c8a9cac08735dc6383aa0d48568e0c6e
1,370,910,213
42.284877
-74.804656
0
1,268,625
2020-06-11 00:24:06
378,904,938,837,132
fraud_Kohler, Lindgren and Koelpin
grocery_net
27.63
Tina
Zimmerman
F
3595 Susan Island Suite 063
Thomas
OK
73,669
35.7382
-98.7388
1,675
Barrister
1986-05-01
cc53378d2de83b57ec76489d191b181f
1,370,910,246
34.774375
-98.668039
0
1,268,626
2020-06-11 00:24:07
4,810,789,809,665,943,000
fraud_Rowe, Batz and Goodwin
grocery_pos
110.75
Julie
Sanchez
F
916 Charles Road
Bowersville
OH
45,307
39.5756
-83.7153
338
Quantity surveyor
1988-07-28
d1ca2db2b1420489c1f1cc54ac02bda9
1,370,910,247
40.442768
-84.031067
0
1,268,627
2020-06-11 00:24:12
4,254,074,738,931,278
fraud_Parisian and Sons
gas_transport
76.17
Gary
Hall
M
69085 Short Shores
Allentown
NY
14,707
42.0737
-78.0594
239
Radio producer
1956-05-02
0009f20892d9658a7500e6e81be287b6
1,370,910,252
41.108437
-77.614045
0
1,268,628
2020-06-11 00:26:10
630,484,879,808
fraud_McGlynn-Jaskolski
misc_pos
33.34
Ian
Patton
M
8088 Sherman Radial Suite 689
Helm
CA
93,627
36.4992
-120.0936
123
Early years teacher
1973-02-07
709c487a4670a3bd09dcf20b05faa7b7
1,370,910,370
37.196554
-119.550042
0
1,268,629
2020-06-11 00:26:15
376,445,266,762,684
fraud_Murray-Smitham
grocery_pos
108.11
Rachel
Lowe
F
372 Jeffrey Course
Sutherland
NE
69,165
41.1558
-101.136
1,789
Insurance broker
1982-02-11
e22d1fd1292b057cf933d97e7941c642
1,370,910,375
40.94657
-101.662884
0
1,268,630
2020-06-11 00:26:15
4,379,260,813,815,979,500
fraud_McCullough Group
grocery_net
25.98
Thomas
Jenkins
M
93914 Gregory Via
Oakland
CA
94,619
37.7878
-122.1884
381,459
Barista
1974-01-03
3423a684bcc69d8b2e750b5b976a3516
1,370,910,375
38.453003
-121.801565
0
1,268,631
2020-06-11 00:26:19
4,384,910,379,661,778
fraud_Kling Inc
gas_transport
75.23
Michelle
Russell
F
55505 Christy Via
Hawley
MN
56,549
46.9777
-96.4092
4,508
Naval architect
1949-04-24
a418faacb7d9c8515e6a013eed45b630
1,370,910,379
46.74014
-96.82058
0
1,268,632
2020-06-11 00:26:48
373,043,435,942,726
fraud_Bauch-Raynor
grocery_pos
103.69
Vincent
Richards
M
2064 Tyler Fork
Beasley
TX
77,417
29.479
-95.9681
2,457
Trading standards officer
1981-03-04
539b742ae11f07623358a6b248b03f38
1,370,910,408
29.390309
-96.872332
0
1,268,633
2020-06-11 00:28:11
581,686,439,828
fraud_VonRueden Group
grocery_net
68.56
Larry
House
M
911 Sabrina Trafficway
Cochranton
PA
16,314
41.5205
-80.0573
5,507
Retail merchandiser
1973-07-28
29815b01b296eb2cc266f6ab8824dbeb
1,370,910,491
41.830261
-79.234224
0
1,268,634
2020-06-11 00:29:00
6,554,245,334,757,802
fraud_Brekke and Sons
gas_transport
70.66
Monique
Robinson
F
07712 Marcus Divide Apt. 831
Laguna Hills
CA
92,637
33.615
-117.7114
45,303
Sales executive
1969-12-22
5975bd1cbcf510d6546e37032d3f220b
1,370,910,540
34.239925
-117.218588
0
1,268,635
2020-06-11 00:29:09
6,534,628,260,579,800
fraud_Koss and Sons
gas_transport
58.53
Christine
Harris
F
29606 Martinez Views Suite 653
Hinesburg
VT
5,461
44.3346
-73.098
4,542
Claims inspector/assessor
1998-03-19
142b4d3282c3d0c7df180a535e6abd99
1,370,910,549
44.781418
-73.149875
0
1,268,636
2020-06-11 00:29:15
341,542,810,616,333
fraud_Reilly, Heaney and Cole
gas_transport
44.48
Billy
Mcdonald
M
304 Ryan Port Suite 335
Camden
MO
64,017
39.2048
-94.0259
464
Colour technologist
1959-05-28
b60f7b8b0b772e2f014670fd9b14531a
1,370,910,555
39.308079
-93.729739
0
1,268,637
2020-06-11 00:30:38
573,283,817,795
fraud_Schuppe LLC
entertainment
9.47
Amy
Flynn
F
46095 Tara Fords
Jaffrey
NH
3,452
42.8178
-72.0275
5,457
Surveyor, hydrographic
1950-04-17
6316e6e4be9580f0220dfcab81dbf629
1,370,910,638
43.402531
-72.639792
0
1,268,638
2020-06-11 00:31:19
4,657,269,323,674,365
fraud_Heidenreich PLC
grocery_pos
72.43
Alicia
Mitchell
F
125 Kristen Dale
Grand Ridge
FL
32,442
30.7148
-85.021
3,699
Art gallery manager
1948-09-07
c2da303885f40feb083c2e8ee66c0f51
1,370,910,679
31.418589
-84.022023
0
1,268,639
2020-06-11 00:33:37
376,028,110,684,021
fraud_Padberg-Welch
grocery_pos
101.04
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
e1a3740de86f74f3522c8837edd68b0c
1,370,910,817
40.246915
-92.758687
0
1,268,640
2020-06-11 00:33:45
676,298,633,337
fraud_McDermott-Weimann
grocery_pos
99.35
Jessica
Werner
F
4529 Cannon Alley
Center Point
WV
26,339
39.4125
-80.6352
255
Chief Executive Officer
1971-12-10
55522ab28b1b485a4fcb7352923648d5
1,370,910,825
38.545884
-81.071722
0
1,268,641
2020-06-11 00:33:58
4,683,638,447,911
fraud_Cassin-Harvey
grocery_net
47.12
Daniel
Boyd
M
8925 Nicholas Points
Egan
LA
70,531
30.251
-92.5002
1,261
Broadcast presenter
1972-07-01
fe5e57a975831bdd1c91f40d30df4c34
1,370,910,838
30.617738
-92.394346
0
1,268,642
2020-06-11 00:34:00
4,045,036,286,570,100,700
fraud_Wiza, Schaden and Stark
misc_pos
7.16
Bianca
Scott
F
9588 Cox Rapid Apt. 257
Atglen
PA
19,310
39.9458
-75.9703
3,066
Product manager
1928-07-15
0b386f799d0cfc831e3140170d25c56d
1,370,910,840
39.628302
-75.303116
0
1,268,643
2020-06-11 00:34:41
3,500,165,543,009,955
fraud_Hamill-Daugherty
misc_net
6.98
Ricky
Dunn
M
97689 Davis Point Apt. 967
Detroit
MI
48,214
42.3669
-82.9938
673,342
Health visitor
1983-09-02
52c1e5649692d485e67df9e789bb6167
1,370,910,881
41.791323
-82.692484
0
1,268,644
2020-06-11 00:35:26
38,295,635,583,927
fraud_Kling Inc
gas_transport
78.27
Candice
Brown
F
9412 Harris Mews
O Brien
TX
79,539
33.3749
-99.8473
178
Warden/ranger
1983-06-14
95a2c69a3ad0a41607b08d0ebe82028b
1,370,910,926
34.316866
-98.968639
0
1,268,645
2020-06-11 00:35:32
3,589,289,942,931,264
fraud_Jenkins, Hauck and Friesen
gas_transport
49.89
Paula
Estrada
F
350 Stacy Glens
Spencer
SD
57,374
43.7557
-97.5936
343
Development worker, international aid
1972-03-05
07f0439e8ef2ecab1072753a1dddae07
1,370,910,932
43.094031
-98.243562
0
1,268,646
2020-06-11 00:36:02
2,254,917,871,818,484
fraud_Bernhard Inc
gas_transport
78.7
Margaret
Gibson
F
382 Williams Stream Suite 197
Scotland
MD
20,687
38.0828
-76.3477
313
Insurance underwriter
1976-03-26
65827e386f061041a11d6e73e5fba690
1,370,910,962
38.742881
-77.11292
0
1,268,647
2020-06-11 00:39:20
4,810,789,809,665,943,000
fraud_Ruecker Group
misc_net
40.09
Julie
Sanchez
F
916 Charles Road
Bowersville
OH
45,307
39.5756
-83.7153
338
Quantity surveyor
1988-07-28
f03c83ae95949dcfad4f7c44ee6fe2ca
1,370,911,160
40.3193
-84.202367
0
1,268,648
2020-06-11 00:44:14
676,195,318,214
fraud_Kohler, Lindgren and Koelpin
grocery_net
59.55
Brandy
Quinn
F
9734 Beard Fields Suite 885
Altair
TX
77,412
29.6047
-96.5249
106
Editor, film/video
1983-07-24
0c5a0046512ba4c28438d0644cc5c9d5
1,370,911,454
29.009917
-97.045579
0
1,268,649
2020-06-11 00:45:11
6,011,652,924,285,713
fraud_Kling Inc
gas_transport
65.02
Kathryn
Smith
F
19838 Tonya Prairie Apt. 947
Rocky Mount
MO
65,072
38.2911
-92.7059
1,847
Tax inspector
1988-10-26
bbfa125920d352134ca4d75df8ad6467
1,370,911,511
38.050549
-91.831614
0
1,268,650
2020-06-11 00:46:06
4,502,539,526,809,430,000
fraud_Reichert, Rowe and Mraz
shopping_net
12.39
Stephanie
Cummings
F
1025 Robin Square
Ash Flat
AR
72,513
36.2201
-91.6421
2,856
Hydrologist
1926-08-27
8f98d290ef951c31622687c5e6211d5d
1,370,911,566
36.031509
-91.648177
0
1,268,651
2020-06-11 00:46:26
213,193,596,103,206
fraud_Dickinson-Rempel
misc_pos
37.02
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
1994-02-09
97af27a80366999bdcbdc4ad2a45c08a
1,370,911,586
45.182343
-83.895621
0
1,268,652
2020-06-11 00:49:07
3,538,520,143,479,972
fraud_Schaefer, Maggio and Daugherty
gas_transport
66.53
Cassandra
Nunez
F
9572 Austin Forge Suite 612
Clay Center
OH
43,408
41.5686
-83.3632
269
Insurance underwriter
1965-09-15
54939703e0ff8814446ddb35ec2178ab
1,370,911,747
42.041625
-83.055778
0
1,268,653
2020-06-11 00:49:17
4,220,495,028,289,516,500
fraud_Bailey-Morar
grocery_pos
68.71
Bethany
Andrade
F
7898 Wanda Springs
Corona
CA
92,882
33.8419
-117.6043
233,717
Wellsite geologist
1966-05-22
991063711bdd7f9707468463d960d371
1,370,911,757
34.83221
-117.760517
0
1,268,654
2020-06-11 00:50:41
3,567,879,740,649,740
fraud_Beier-Hyatt
shopping_pos
6.46
Tanya
Williams
F
566 Megan Well
Brownville
NY
13,615
44.0577
-76.0196
1,271
Producer, radio
1958-08-14
a0cbbac13a50622e91338937650a4625
1,370,911,841
43.189316
-76.92496
0
1,268,655
2020-06-11 00:52:26
581,293,083,266
fraud_Kiehn Inc
grocery_pos
113.58
William
Thomas
M
39227 Mcpherson Shoals
Lahoma
OK
73,754
36.385
-98.0727
1,078
Podiatrist
1989-10-06
3ffa703d9e5c87fe141c2310f4e5715c
1,370,911,946
36.796997
-98.952246
0
1,268,656
2020-06-11 00:52:39
371,284,100,299,909
fraud_Friesen-D'Amore
gas_transport
85.73
Hannah
Thomas
F
1004 Willis Pass
Hedley
TX
79,237
34.8698
-100.6806
513
Early years teacher
1976-05-24
a00a084dea8b8807e0dd6aef14d6ef89
1,370,911,959
35.290701
-100.232948
0
1,268,657
2020-06-11 00:52:52
4,488,258,847,705,225,700
fraud_Koss and Sons
gas_transport
77.08
Jessica
Shaw
F
5745 Blair Locks
West Columbia
SC
29,170
33.9568
-81.1405
52,126
Chemical engineer
1929-08-23
8dddadf672393afed9c3f990a7297f1c
1,370,911,972
34.677513
-80.606801
0
1,268,658
2020-06-11 00:54:29
213,112,402,583,773
fraud_Kerluke Inc
misc_net
34.71
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
1b8f29efda2a2ed012fe0edb373593a9
1,370,912,069
35.025742
-82.055
0
1,268,659
2020-06-11 00:54:49
4,613,314,721,966
fraud_Roob LLC
grocery_net
46.26
Jason
Murphy
M
542 Steve Curve Suite 011
Collettsville
NC
28,611
35.9946
-81.7266
885
Soil scientist
1988-09-15
f3455d865cd73bb88d6262f6feeff7d4
1,370,912,089
36.458808
-82.581227
0
1,268,660
2020-06-11 00:55:04
3,506,592,072,985,012
fraud_Schmitt Inc
gas_transport
49.49
Randy
Murphy
M
0356 Sarah Light
Ballwin
MO
63,021
38.577
-90.5255
92,608
Engineer, communications
2001-07-26
1a153ad0b0d3ad96ddebf8cfb62134e8
1,370,912,104
37.621049
-89.817125
0
1,268,661
2020-06-11 00:55:44
348,789,608,637,806
fraud_Stroman, Hudson and Erdman
gas_transport
71.54
Megan
Murphy
F
53696 Laura Radial
Holstein
NE
68,950
40.4542
-98.6538
331
Telecommunications researcher
1950-08-19
6a0120e0fb93f1f9fcf6a3312fbc83fe
1,370,912,144
40.569575
-98.835265
0
1,268,662
2020-06-11 00:55:45
180,018,375,329,178
fraud_Cummerata-Jones
gas_transport
67.73
Michelle
Woods
F
952 Joseph Throughway
Munith
MI
49,259
42.3703
-84.2485
2,523
Geophysicist/field seismologist
1988-03-21
980068ba44be0a8ba788064fa3dd4343
1,370,912,145
42.441751
-83.999732
0
1,268,663
2020-06-11 00:56:48
4,740,713,119,940,984
fraud_Rowe, Batz and Goodwin
grocery_pos
67.38
Heather
Hines
F
13776 Hicks Plains
Pomona
NY
10,970
41.1901
-74.0436
9,993
Pensions consultant
1962-10-16
7ba539475387c5e01d900c64fb5e999d
1,370,912,208
41.101406
-73.764999
0
1,268,664
2020-06-11 00:58:49
342,319,985,983,023
fraud_Moore, Dibbert and Koepp
misc_net
84.21
Bryan
Pugh
M
6366 French Field
Margaretville
NY
12,455
42.1852
-74.6178
1,988
Environmental health practitioner
1978-05-23
9bfe656c3f9aaec981b6bdf33387c5a7
1,370,912,329
41.935542
-73.833964
0
1,268,665
2020-06-11 00:59:05
4,951,647,200,979,051
fraud_Robel, Cummerata and Prosacco
gas_transport
75.51
Kimberly
Miller
F
75533 Tamara Valleys
Logan
IL
62,856
37.9943
-88.9417
324
Scientist, research (physical sciences)
1976-06-15
e3f031f5a66832b367343b3a64d47283
1,370,912,345
37.595923
-89.837642
0
1,268,666
2020-06-11 00:59:06
30,518,196,150,127
fraud_Lind, Huel and McClure
gas_transport
71.1
Karen
Sullivan
F
6313 Scott Trace
Rossville
IL
60,963
40.3625
-87.6692
1,807
Buyer, retail
1975-06-02
c5d008443f943e80c15ef674ed789fef
1,370,912,346
40.874467
-86.717844
0
1,268,667
2020-06-11 00:59:19
213,112,402,583,773
fraud_Doyle Ltd
grocery_pos
112.51
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
f47541f27d0a830158d557cac2673304
1,370,912,359
34.250654
-81.31327
0
1,268,668
2020-06-11 00:59:38
30,082,025,922,891
fraud_Kilback LLC
grocery_pos
94.93
Kathleen
Thompson
F
199 Patterson Fords Apt. 132
Naples
FL
34,112
26.1184
-81.7361
276,002
Pilot, airline
1934-06-23
aa55feff74b59aff47ef72a05b173948
1,370,912,378
26.312797
-80.968203
0
1,268,669
2020-06-11 01:00:04
4,512,828,414,983,802,000
fraud_Kling Inc
gas_transport
37.19
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
0ccd80f5e1d90365057866ed61276486
1,370,912,404
40.290436
-79.278881
0
1,268,670
2020-06-11 01:00:17
6,528,911,529,051,375
fraud_Shields Inc
grocery_net
54.44
Diane
Smith
F
195 Murray Overpass Apt. 384
Winter
WI
54,896
45.8327
-91.0144
1,478
Neurosurgeon
1965-04-27
fbfa51094a73075ce3bc777201801423
1,370,912,417
45.688373
-90.870289
0
1,268,671
2020-06-11 01:00:31
4,128,730,454,058,057,700
fraud_Reilly, Heaney and Cole
gas_transport
59.59
Monique
Martin
F
68276 Matthew Springs
Ratcliff
TX
75,858
31.3833
-95.0619
43
Engineer, production
1949-10-04
627599485df4da37e9fa6f879d79b34d
1,370,912,431
31.33405
-94.156961
0
1,268,672
2020-06-11 01:01:01
213,125,815,021,702
fraud_Friesen-D'Amore
gas_transport
51.42
Adam
Kirk
M
40847 Stark Junctions
Big Indian
NY
12,410
42.074
-74.453
397
Psychiatrist
1931-09-12
d08e1a3b2f43e38626bc30da4e1f9a1f
1,370,912,461
42.917073
-74.059321
0
1,268,673
2020-06-11 01:01:28
346,208,242,862,904
fraud_Moore, Dibbert and Koepp
misc_net
8.64
Tabitha
Reyes
F
20938 Barbara Viaduct
New York City
NY
10,280
40.7105
-74.0163
1,577,385
Pharmacist, hospital
1961-05-13
77f393c29f042b931eda6785864127c1
1,370,912,488
40.604465
-73.336898
0
1,268,674
2020-06-11 01:01:36
213,113,028,819,344
fraud_Roob, Conn and Tremblay
shopping_pos
50.56
Melanie
Jimenez
F
77944 Daniels Valley Suite 921
Camden
NY
13,316
43.3392
-75.7543
6,460
Building control surveyor
1959-09-27
b3755693dda0fd92f9e6439a4f35a930
1,370,912,496
42.733335
-75.847079
0
1,268,675
2020-06-11 01:02:24
346,273,234,529,002
fraud_Kling Inc
gas_transport
76.71
Donna
Moreno
F
32301 Albert River Suite 364
Ronceverte
WV
24,970
37.7418
-80.4626
4,575
Statistician
1991-10-22
94c269c3e32c400a12e3f28861ff7c7a
1,370,912,544
38.183988
-80.509226
0
1,268,676
2020-06-11 01:02:29
4,428,154,703,770,710
fraud_Bailey-Morar
grocery_pos
131.26
Brittany
Guerra
F
79209 Gary Dale
Colton
WA
99,113
46.5901
-117.1692
761
Chief Marketing Officer
1943-06-30
45e71e3ad6b33fd0562cd13dcd2dfba2
1,370,912,549
46.374565
-117.041586
0
1,268,677
2020-06-11 01:02:36
4,736,845,434,667,908,000
fraud_Haley, Jewess and Bechtelar
shopping_pos
4.3
Toni
Gomez
F
062 Carl Dam
Altona
NY
12,910
44.8816
-73.6408
2,148
Surveyor, land/geomatics
1953-05-23
b447e830baf32fdd561a7ee941ad2c1e
1,370,912,556
45.148235
-74.284216
0
1,268,678
2020-06-11 01:03:05
371,034,293,500,716
fraud_Gerlach Inc
shopping_net
12.8
Jeremy
Jones
M
5758 Yates Center
Vinton
CA
96,135
40.0235
-120.7986
128
Education administrator
1966-02-21
4a116ea37a5582874a7104733695073d
1,370,912,585
40.450886
-121.074147
0
1,268,679
2020-06-11 01:03:40
3,549,202,406,645,667
fraud_Lockman, West and Runte
grocery_pos
321.58
Larry
Williams
M
6274 David Oval Suite 725
Scarborough
ME
4,074
43.5835
-70.3457
18,760
Make
1933-04-02
e438b5432b2765d6f194ad81eedd6896
1,370,912,620
44.088086
-70.509025
1
1,268,680
2020-06-11 01:04:04
2,224,100,459,250,597
fraud_Block Group
misc_pos
1.95
Sheri
Thomas
F
019 Kimberly Light Apt. 039
Kings Bay
GA
31,547
30.7906
-81.5607
1,293
Naval architect
1963-09-11
5c9444fc02fc110a39107a127419ee64
1,370,912,644
30.664268
-81.461471
0
1,268,681
2020-06-11 01:04:08
379,897,244,598,068
fraud_Hills-Witting
shopping_net
1.14
Frank
Key
M
5537 Jessica Plaza
Pewee Valley
KY
40,056
38.3039
-85.4834
3,263
Stage manager
1930-02-28
d7d594cf9f0cba1a4632f35a9738e504
1,370,912,648
39.028975
-85.707136
0
1,268,682
2020-06-11 01:05:14
4,186,530,744,674
fraud_Volkman Ltd
misc_net
7.75
Casey
Howell
F
374 Christopher Ramp Suite 855
Blackville
SC
29,817
33.3645
-81.2718
4,913
Technical brewer
1966-11-10
1167de4cc127b1f238de548582a625df
1,370,912,714
34.111729
-80.805756
0
1,268,683
2020-06-11 01:05:15
4,430,881,574,719,618
fraud_Block-Parisian
misc_net
24.63
Alicia
Morales
F
4456 Dunn Roads
Meredith
CO
81,642
39.3199
-106.6596
61
Public relations account executive
1939-11-04
baa663391ff1a58589b7f3ec3c38fc81
1,370,912,715
39.457811
-107.02994
0
1,268,684
2020-06-11 01:06:15
4,716,561,796,955,522
fraud_Koss and Sons
gas_transport
64.17
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
d9cc5d3e5e89a9ca3a39cfc41aae915f
1,370,912,775
48.42579
-111.95173
0
1,268,685
2020-06-11 01:06:18
343,668,971,234,893
fraud_Pouros-Conroy
shopping_pos
8.32
Sally
Moore
F
835 Reese Views Suite 884
Hopkins
SC
29,061
33.9349
-80.8449
13,717
Chiropodist
1949-11-16
295368b86df0f81c463eb6ca32729bc4
1,370,912,778
32.946708
-80.832188
0
1,268,686
2020-06-11 01:07:01
4,550,599,031,376,731
fraud_Wintheiser, Dietrich and Schimmel
misc_pos
9.16
Angela
West
F
9471 Wong Islands
Mansfield
OH
44,902
40.7559
-82.5123
92,985
Press photographer
1968-05-29
57e1f89e1a5c10e49ee3be6a492344af
1,370,912,821
41.126166
-81.874098
0
1,268,687
2020-06-11 01:09:20
375,248,307,838,179
fraud_Heidenreich PLC
grocery_pos
119.13
Joshua
Mendoza
M
4215 Miranda Field Suite 326
Tallmansville
WV
26,237
38.8564
-80.158
571
Accounting technician
1967-09-16
873acfbce64ac26d6e3d161f845890a6
1,370,912,960
38.306436
-80.349864
0
1,268,688
2020-06-11 01:09:27
577,588,686,219
fraud_Emard Inc
gas_transport
60.72
James
Strickland
M
25454 Leonard Lake
Spring Church
PA
15,686
40.6153
-79.4545
972
Public relations account executive
1997-10-23
fc9a2b3a5ebf5eacd5d34994848ff7ba
1,370,912,967
41.326519
-79.882858
0
1,268,689
2020-06-11 01:12:24
30,273,037,698,427
fraud_Lockman Ltd
grocery_pos
90.06
Andrew
Patterson
M
06959 Stephen Branch Suite 246
Thida
AR
72,165
35.5762
-91.4539
111
Careers information officer
2000-06-13
a5718b2185b89f98f9d147ee0b82e590
1,370,913,144
36.524426
-90.916285
0
1,268,690
2020-06-11 01:12:26
348,789,608,637,806
fraud_Labadie, Treutel and Bode
shopping_net
91.62
Megan
Murphy
F
53696 Laura Radial
Holstein
NE
68,950
40.4542
-98.6538
331
Telecommunications researcher
1950-08-19
e197beef04bf46dbf6f31962a850dd91
1,370,913,146
40.42287
-99.603041
0
1,268,691
2020-06-11 01:14:09
6,597,248,210,463,122
fraud_Lehner, Mosciski and King
misc_net
4.19
Kyle
Wright
M
610 Samantha Park Suite 149
Whittemore
IA
50,598
43.0261
-94.4064
912
Optometrist
1968-05-16
bc6660f1959ad67d37f6716295487f52
1,370,913,249
42.960323
-94.939378
0
1,268,692
2020-06-11 01:15:22
4,026,222,041,577
fraud_Herman Inc
misc_pos
53.22
Debbie
Payne
F
204 Ashley Neck Apt. 169
Preston
CT
6,365
41.5224
-71.9934
4,720
Broadcast presenter
1977-05-18
e061b3b734e15ab30e44d42a726580e5
1,370,913,322
41.903106
-72.369091
0
1,268,693
2020-06-11 01:18:00
341,546,199,006,537
fraud_Murray-Smitham
grocery_pos
104.31
Mark
Brown
M
8580 Moore Cove
Wales
AK
99,783
64.7556
-165.6723
145
Administrator, education
1939-11-09
e2f285f16d6181cff8091e6e512f0069
1,370,913,480
64.027751
-165.955562
0
1,268,694
2020-06-11 01:19:09
30,026,790,933,302
fraud_Cremin, Hamill and Reichel
misc_pos
36.28
John
Peters
M
555 Michael Burgs
Mayersville
MS
39,113
32.9013
-91.0286
595
Technical brewer
1979-09-03
26c3993f8a1dce4586f476dd9adc158b
1,370,913,549
32.960235
-91.924891
0
1,268,695
2020-06-11 01:20:02
3,552,581,383,553,463
fraud_Kemmer-Reinger
grocery_net
141.62
Jonathan
Castro
M
200 Christie Mills Apt. 307
Andrews
NC
28,901
35.1959
-83.8228
5,354
Retail buyer
1965-04-13
65a68e3b5420439c10e75050019bf1f8
1,370,913,602
35.586224
-82.829759
0
1,268,696
2020-06-11 01:20:18
4,488,941,175,228,467
fraud_Morissette, Weber and Wiegand
grocery_net
57.45
Jacqueline
Washington
F
138 Stephen Ridges Apt. 978
Umatilla
FL
32,784
28.9254
-81.6801
11,432
Private music teacher
1986-03-31
4221e8d641bc0c88b43342c1b5959d01
1,370,913,618
29.407695
-80.902223
0
1,268,697
2020-06-11 01:20:23
3,598,215,285,024,754
fraud_Moen, Reinger and Murphy
grocery_pos
191.44
Ashley
Lopez
F
9333 Valentine Point
Bellmore
NY
11,710
40.6729
-73.5365
34,496
Librarian, public
1970-10-21
dad51bfdc2ca323efbf319d8a5193d61
1,370,913,623
41.524293
-72.862042
0
1,268,698
2020-06-11 01:20:50
4,147,608,975,828,480
fraud_Torp-Labadie
gas_transport
69.39
Edward
Tapia
M
354 Gutierrez Gateway
Comfrey
MN
56,019
44.1111
-94.9134
914
Health and safety adviser
1944-07-26
b6706728d49310eac878ac941b70ff7c
1,370,913,650
44.061556
-95.761036
0
1,268,699
2020-06-11 01:21:00
4,956,828,990,005,111,000
fraud_Dach-Borer
grocery_net
81.99
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
1980-12-21
79b7087ef54d3d936e7e689ffbf2e0a4
1,370,913,660
39.904389
-74.28199
0