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
1,293,300
2020-06-20 04:27:29
3,564,839,259,330,465
fraud_Berge LLC
gas_transport
55.43
Robert
Ashley
M
1250 Christopher Prairie Suite 016
Port Costa
CA
94,569
38.046
-122.1866
198
Armed forces training and education officer
1959-03-31
e85899b66baf75fbd01991b0462a1254
1,371,702,449
37.895876
-121.579728
0
1,293,301
2020-06-20 04:27:45
213,153,151,785,052
fraud_VonRueden Group
grocery_net
41.9
Rebecca
Conley
F
181 Moreno Light Apt. 215
Tomahawk
WI
54,487
45.4963
-89.7273
9,594
Seismic interpreter
1997-11-23
66ea60e1b558d28d9c7bd2a4df77e65c
1,371,702,465
45.266976
-90.4305
0
1,293,302
2020-06-20 04:27:57
573,283,817,795
fraud_Stiedemann Ltd
food_dining
91.37
Amy
Flynn
F
46095 Tara Fords
Jaffrey
NH
3,452
42.8178
-72.0275
5,457
Surveyor, hydrographic
1950-04-17
1d44db32becdf2cb220647c2fd40fefa
1,371,702,477
43.766986
-72.896561
0
1,293,303
2020-06-20 04:28:51
3,575,789,281,659,026
fraud_Connelly, Reichert and Fritsch
gas_transport
60.67
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
ea513220de5cd5cfb88bd7391dd5feae
1,371,702,531
37.835716
-94.485184
0
1,293,304
2020-06-20 04:30:55
349,612,764,943,496
fraud_Hills-Witting
shopping_net
104.56
Xavier
Beltran
M
61107 Edwards Dam Apt. 463
Big Creek
KY
40,914
37.1046
-83.5706
467
Psychologist, forensic
1984-06-04
a4507198c43e0d24c6d3a7a3b3bed526
1,371,702,655
37.286004
-83.918883
0
1,293,305
2020-06-20 04:31:06
343,464,013,864,032
fraud_Streich, Hansen and Veum
gas_transport
48.7
Jodi
Foster
F
551 Zachary Freeway
Bailey
NC
27,807
35.8072
-78.0892
6,629
Call centre manager
1962-08-13
fb25eec44251b3614696d56fc280b73f
1,371,702,666
36.324924
-78.105039
0
1,293,306
2020-06-20 04:31:34
4,457,732,997,086,323,700
fraud_Altenwerth, Cartwright and Koss
shopping_net
106.49
Stanley
Mayo
M
3433 Jones Branch
Fiddletown
CA
95,629
38.5234
-120.6763
832
Immigration officer
1987-05-19
1358262a1deddd29e9a32ad92d45fbbb
1,371,702,694
38.264175
-121.667849
0
1,293,307
2020-06-20 04:33:18
3,593,118,134,380,341
fraud_Wolf Inc
grocery_pos
128.14
Laura
Casey
F
6114 Moran Way
Steuben
ME
4,680
44.4971
-67.9503
1,131
Make
1959-05-10
110c5d379a53cd7d44abfbd93c71c5da
1,371,702,798
45.25002
-68.126665
0
1,293,308
2020-06-20 04:34:00
60,490,596,305
fraud_Friesen-D'Amore
gas_transport
67.13
Karen
Johnson
F
4349 Anna Flat Suite 214
Haynes
AR
72,341
34.8838
-90.7666
222
Programmer, applications
1963-05-19
7f0b662433e0442e9c8ad5441c7ce4f8
1,371,702,840
34.976894
-90.164043
0
1,293,309
2020-06-20 04:34:42
4,488,941,175,228,467
fraud_Kilback LLC
grocery_pos
187.67
Jacqueline
Washington
F
138 Stephen Ridges Apt. 978
Umatilla
FL
32,784
28.9254
-81.6801
11,432
Private music teacher
1986-03-31
00fa034233c8f8a1e855573eb4645236
1,371,702,882
29.511895
-81.310679
0
1,293,310
2020-06-20 04:35:26
3,591,919,803,438,423
fraud_Pacocha-O'Reilly
grocery_pos
49.69
Brian
Williams
M
32941 Krystal Mill Apt. 552
Titusville
FL
32,780
28.5697
-80.8191
54,767
Set designer
1987-07-25
069bdb4ccd881fcb82e88f704471e1b1
1,371,702,926
27.5875
-80.230335
0
1,293,311
2020-06-20 04:36:24
180,036,456,789,979
fraud_Luettgen PLC
gas_transport
52.28
Mackenzie
Salazar
F
982 Melissa Lock
Bagley
WI
53,801
42.9207
-91.0685
878
Risk analyst
1974-11-20
2d3a5334f3dad23519f001f310a06457
1,371,702,984
41.977121
-90.28045
0
1,293,312
2020-06-20 04:37:23
4,067,137,330,196,900
fraud_Hudson-Ratke
grocery_pos
80.39
Christina
Eaton
F
3256 Brooks Field
Eldridge
AL
35,554
33.9315
-87.6194
1,186
Politician's assistant
1986-11-12
029b25ae3c4cd4c5437c2c83dd025e1c
1,371,703,043
33.719776
-86.620037
0
1,293,313
2020-06-20 04:37:45
2,222,157,926,772,399
fraud_Harris Inc
gas_transport
46.76
Amy
Garrett
F
6014 Thomas Throughway
Trenton
TX
75,490
33.4235
-96.3398
2,211
Investment banker, operational
1987-02-26
25ace7cac4dbd9a5cbfc5341482da0dc
1,371,703,065
34.193601
-96.479787
0
1,293,314
2020-06-20 04:37:53
3,598,014,571,045,296
fraud_Spinka-Welch
grocery_net
91.41
Lisa
Clark
F
07943 Davis River
Grimesland
NC
27,837
35.558
-77.2566
5,903
Manufacturing systems engineer
1993-10-07
2a3eb4c256a7d345e0cfc682c5463c57
1,371,703,073
36.190777
-76.910945
0
1,293,315
2020-06-20 04:38:02
30,235,438,713,303
fraud_Morissette, Weber and Wiegand
grocery_net
37.7
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
772c29cbb1823463a07a488503f9a2c3
1,371,703,082
38.584788
-82.545457
0
1,293,316
2020-06-20 04:38:35
4,186,530,744,674
fraud_O'Keefe-Hudson
grocery_pos
75.95
Casey
Howell
F
374 Christopher Ramp Suite 855
Blackville
SC
29,817
33.3645
-81.2718
4,913
Technical brewer
1966-11-10
771ffc890077e629e53af7ce5ecebeef
1,371,703,115
32.886083
-80.360908
0
1,293,317
2020-06-20 04:38:54
36,153,880,429,415
fraud_Kutch LLC
gas_transport
74.7
Erik
Stevens
M
84033 Pitts Overpass
Lakeland
FL
33,809
28.1762
-81.9591
237,282
Plant breeder/geneticist
1949-10-13
865793691f862ad18e2a6e1cff12685e
1,371,703,134
27.299145
-81.289092
0
1,293,318
2020-06-20 04:39:00
3,525,668,150,756,629
fraud_Gislason Group
misc_pos
38.7
Christopher
Choi
M
04611 Sandra Spring Suite 059
Rumely
MI
49,826
46.3481
-87.0436
137
Film/video editor
1990-08-13
0574943e4e9bae8b50ae2251b3ff5fae
1,371,703,140
46.033964
-87.880518
0
1,293,319
2020-06-20 04:39:53
30,175,986,190,993
fraud_Torp-Labadie
gas_transport
59.1
Rebecca
Butler
F
0665 Lisa Alley
Winger
MN
56,592
47.5375
-95.9941
516
Applications developer
1966-06-07
a49a8bbd0406ed3d5f4dd977f7bd896f
1,371,703,193
48.121026
-95.974803
0
1,293,320
2020-06-20 04:41:26
3,513,506,355,699,497
fraud_Larkin, Stracke and Greenfelder
entertainment
142.62
Sarah
Adams
F
5654 Peterson Land
Ridgeland
MS
39,157
32.4122
-90.1207
24,645
Scientist, clinical (histocompatibility and immunogenetics)
1966-05-29
257466d8621e002c2b6582ab3ce775c7
1,371,703,286
33.389331
-91.080228
0
1,293,321
2020-06-20 04:42:38
4,716,561,796,955,522
fraud_Cartwright-Harris
grocery_pos
112.98
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
ac1f0aa789dcb1aa2b19bc386227e6ac
1,371,703,358
48.523905
-113.282834
0
1,293,322
2020-06-20 04:43:16
36,192,615,525,683
fraud_Murray Ltd
grocery_net
27.73
Susan
Garcia
F
582 Rodriguez Wells
Albuquerque
NM
87,109
35.1506
-106.569
641,349
Civil Service administrator
1976-04-11
40b9dde9e28285246ba448cb74870eee
1,371,703,396
35.28251
-106.75939
0
1,293,323
2020-06-20 04:44:00
4,220,345,354,880
fraud_Kiehn Inc
grocery_pos
75.18
Patrick
Torres
M
27386 Snyder Station
Oxford
MI
48,371
42.8223
-83.2829
24,840
Agricultural consultant
1960-01-20
28fd051d4614b0803b7c7fdcef0ba629
1,371,703,440
43.297721
-82.891604
0
1,293,324
2020-06-20 04:44:25
30,235,438,713,303
fraud_Harber Inc
gas_transport
52.25
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
c3d8733ca4608def878b59987ffde478
1,371,703,465
38.777742
-81.702676
0
1,293,325
2020-06-20 04:45:03
6,506,982,560,413,523
fraud_Jaskolski-Vandervort
misc_net
14.41
Alice
Kemp
F
057 Martinez Radial
Texarkana
AR
71,854
33.431
-93.8765
36,438
Surgeon
1985-04-15
26c39e6239d7075338e990af0363846d
1,371,703,503
33.93187
-93.658746
0
1,293,326
2020-06-20 04:45:04
6,547,670,341,037,171
fraud_Baumbach, Hodkiewicz and Walsh
shopping_pos
8.17
Bryce
Joseph
M
148 Baker Field
Chester Heights
PA
19,017
39.8839
-75.4669
348
Management consultant
1945-05-05
35fe20f2968655e1fffb541076f16550
1,371,703,504
39.126923
-75.896466
0
1,293,327
2020-06-20 04:46:00
376,944,481,517,097
fraud_Dare-Marvin
entertainment
70.4
Tiffany
Stephens
F
1447 Ryan Lodge
Grand Bay
AL
36,541
30.4983
-88.3282
15,647
Scientist, physiological
1957-12-26
18eab49b427be26193a4122e6c18a1da
1,371,703,560
30.240889
-88.833886
0
1,293,328
2020-06-20 04:47:02
30,131,826,429,364
fraud_Wiza LLC
misc_pos
1.36
Brianna
Foley
F
57256 Raymond Ports
Knoxville
TN
37,932
35.9335
-84.1481
391,389
Designer, industrial/product
1994-04-22
5e997990fc6bedcd926345f6b0e379e3
1,371,703,622
36.413663
-83.457589
0
1,293,329
2020-06-20 04:47:41
4,988,304,376,504
fraud_Predovic Inc
shopping_net
7.74
William
Thompson
M
977 Rita Grove Apt. 000
Rock Tavern
NY
12,575
41.4575
-74.1659
2,258
Building surveyor
1937-03-17
2fe156336c7ac0726e2c80b936691ca2
1,371,703,661
40.977971
-75.078309
0
1,293,330
2020-06-20 04:48:27
4,149,238,353,975,790
fraud_Torp-Lemke
misc_pos
40.33
Tanner
Carroll
M
494 Burke Ports
Cokeburg
PA
15,324
40.1008
-80.0652
632
Dealer
1989-04-08
c81fd1e7fd7c5976fafbe3919885f8d1
1,371,703,707
40.955991
-79.089929
0
1,293,331
2020-06-20 04:49:45
4,897,067,971,111,210,000
fraud_Heidenreich PLC
grocery_pos
74.66
Randy
Wood
M
542 Howe Mission Apt. 092
Port Richey
FL
34,668
28.3011
-82.6927
42,619
Environmental education officer
1975-10-07
1bcf210e1a463118bc874d054a8b53d1
1,371,703,785
28.450894
-83.410945
0
1,293,332
2020-06-20 04:50:39
2,719,496,466,799,416
fraud_Reichel Inc
entertainment
1.73
Sheila
Baker
F
8030 Walker Heights
Belle Fourche
SD
57,717
44.6723
-103.8396
8,007
Hospital pharmacist
1940-09-17
d4ebe022bd6caebc10496d2ce17605e1
1,371,703,839
44.391535
-104.186876
0
1,293,333
2020-06-20 04:51:14
4,736,845,434,667,908,000
fraud_Prohaska-Murray
gas_transport
53.88
Toni
Gomez
F
062 Carl Dam
Altona
NY
12,910
44.8816
-73.6408
2,148
Surveyor, land/geomatics
1953-05-23
c55164308ef99cad7be54bace2523d3c
1,371,703,874
44.188426
-74.152255
0
1,293,334
2020-06-20 04:55:29
4,279,161,831,637
fraud_Vandervort-Funk
grocery_pos
98.33
Lisa
Hendrix
F
35737 Kirby Fall Suite 409
Vanderbilt
PA
15,486
40.0246
-79.6955
2,303
Physiotherapist
1987-08-16
f0a93d7d301d29bda1e5ebc6c2d13acd
1,371,704,129
39.146359
-78.985539
0
1,293,335
2020-06-20 04:55:32
4,958,589,671,582,727,000
fraud_Raynor, Reinger and Hagenes
gas_transport
105.71
Aaron
Pena
M
793 Hooper Tunnel Suite 154
Burke
VA
22,015
38.7894
-77.2818
43,102
Health visitor
1950-11-27
c4483c1e13d14f26be92ca930d8f4b51
1,371,704,132
38.197131
-77.897813
0
1,293,336
2020-06-20 04:56:11
4,464,457,352,619
fraud_Stracke-Lemke
grocery_pos
92.12
Breanna
Rodriguez
F
118 Cabrera Springs Apt. 105
Lanark Village
FL
32,323
29.8826
-84.5964
217
Television production assistant
1990-01-24
9796e8ff85eedfba0db0ea3c2c4a2702
1,371,704,171
30.570585
-83.887659
0
1,293,337
2020-06-20 04:56:23
213,178,850,083,780
fraud_Luettgen PLC
gas_transport
74.47
Shawn
King
M
31493 Garcia Summit
Athena
OR
97,813
45.8289
-118.4971
1,302
Dealer
1976-10-18
ba6d3bc359c9123532481f001fefea41
1,371,704,183
45.450953
-118.577216
0
1,293,338
2020-06-20 04:56:25
4,225,990,116,481,262,600
fraud_Runolfsdottir, Mueller and Hand
entertainment
695.35
Brian
Simpson
M
2711 Duran Pines
Honokaa
HI
96,727
20.0827
-155.488
4,878
Physiotherapist
1966-12-03
eb08548424702c4c98185ed013badf33
1,371,704,185
20.01382
-154.771458
0
1,293,339
2020-06-20 04:56:42
4,810,839,835,482,794,000
fraud_Heller, Gutmann and Zieme
grocery_pos
115.37
Carolyn
Perez
F
433 Blake Roads Suite 967
Wheaton
MO
64,874
36.7651
-94.0492
760
Production manager
1985-08-31
8b4515c199b19a05fbabb6cabd712b14
1,371,704,202
35.950359
-94.076949
0
1,293,340
2020-06-20 04:58:10
213,161,293,389,774
fraud_Boyer-Reichert
shopping_net
107
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
aef5bd4000a1adc8b0fbeb2823e5bcb0
1,371,704,290
42.260893
-77.580409
0
1,293,341
2020-06-20 04:58:17
30,248,898,834,493
fraud_Wolf Inc
grocery_pos
126.25
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
7197639ea5957a5320c1f3e33c11585d
1,371,704,297
32.10093
-99.224246
0
1,293,342
2020-06-20 04:59:11
676,369,110,710
fraud_Barton Inc
grocery_pos
71.64
David
Wolfe
M
81261 Garcia Underpass Suite 741
Southfield
MI
48,034
42.4969
-83.2911
75,830
Engineer, automotive
1974-12-28
a713f95921c50d2a60546953f5c27e59
1,371,704,351
41.790676
-83.832444
0
1,293,343
2020-06-20 05:03:40
503,848,303,379
fraud_Kutch-Hegmann
grocery_net
39.3
Gregory
Wallace
M
27203 Darrell Landing
Saint James City
FL
33,956
26.529
-82.0916
3,776
Sport and exercise psychologist
1976-09-12
453fde97565253fd24abb1efac9c964d
1,371,704,620
27.006194
-81.118194
0
1,293,344
2020-06-20 05:03:53
630,412,733,309
fraud_Kling-Ernser
entertainment
76.61
Heather
Stanton
F
445 Jerry Lights Apt. 081
Republic
MI
49,879
46.368
-87.9938
1,038
Armed forces training and education officer
1964-04-22
7d9f5275e3f612e4179d72771641049d
1,371,704,633
45.644848
-87.758937
0
1,293,345
2020-06-20 05:04:48
4,855,853,415,727,305,000
fraud_Schoen, Kuphal and Nitzsche
grocery_pos
174.47
Justin
Aguilar
M
184 Miller Manors
Wittenberg
WI
54,499
44.8232
-89.1665
3,223
Senior tax professional/tax inspector
1954-06-30
3f5e141b22760ead49be2206bec014b9
1,371,704,688
44.435506
-88.716305
0
1,293,346
2020-06-20 05:06:51
375,904,527,651,269
fraud_Conroy-Cruickshank
gas_transport
44.57
Ryan
Cook
M
75952 Wilson Course
Roseland
NE
68,973
40.4591
-98.5551
463
Nurse, mental health
1948-05-31
106ad36aa00963725a71a05dec32f311
1,371,704,811
40.953823
-98.932095
0
1,293,347
2020-06-20 05:07:05
6,011,477,612,335,392
fraud_Volkman-Predovic
shopping_net
2.44
Anthony
Roberts
M
95488 Cabrera Well
Maria Stein
OH
45,860
40.4062
-84.5076
2,274
Designer, television/film set
1943-12-17
88fdb918aa189eb4a72e56eb7dc1bd33
1,371,704,825
39.778065
-85.431707
0
1,293,348
2020-06-20 05:07:15
4,147,608,975,828,480
fraud_Sporer Inc
gas_transport
60.88
Edward
Tapia
M
354 Gutierrez Gateway
Comfrey
MN
56,019
44.1111
-94.9134
914
Health and safety adviser
1944-07-26
d17af3dcdbe70d6e7e2a8f377c7b4932
1,371,704,835
45.065017
-95.202315
0
1,293,349
2020-06-20 05:07:38
3,562,264,947,797,243
fraud_Mosciski, Ziemann and Farrell
shopping_net
3.54
Anthony
Velasquez
M
609 Hunt Grove
Saint Francis
KY
40,062
37.6047
-85.4251
301
Research officer, political party
1967-03-17
2879c759763ea3c0588b52bac96daeb0
1,371,704,858
37.740906
-86.165873
0
1,293,350
2020-06-20 05:09:11
639,023,984,367
fraud_Luettgen PLC
gas_transport
32.76
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
009a450cae3e5e2d169185f7157058f0
1,371,704,951
43.679619
-75.452306
0
1,293,351
2020-06-20 05:10:08
213,173,753,804,333
fraud_Schultz, Simonis and Little
grocery_pos
87.25
Joseph
Wagner
M
822 Austin Spur
North Judson
IN
46,366
41.2244
-86.6966
5,791
Doctor, general practice
1959-10-07
0d49808eb6676767fd8a10c9c5536751
1,371,705,008
40.281281
-86.268192
0
1,293,352
2020-06-20 05:11:12
4,355,790,796,238,265,000
fraud_Jones, Sawayn and Romaguera
misc_net
66.73
Tanner
Davis
M
2632 Stevens Light Apt. 213
Payson
IL
62,360
39.8153
-91.2627
1,656
Exhibition designer
1969-08-04
9345b96b663b0cc573c1107cc1b4941b
1,371,705,072
40.426694
-90.378688
0
1,293,353
2020-06-20 05:11:16
4,634,955,908,138,648
fraud_Rodriguez Group
gas_transport
51.16
Mackenzie
Smith
F
7178 Willis Drive
Hooper
NE
68,031
41.6414
-96.5232
1,745
Engineer, automotive
1973-12-26
fede632f2370e20f1f7a1e4ed8b47bff
1,371,705,076
41.574931
-96.99058
0
1,293,354
2020-06-20 05:11:31
180,018,375,329,178
fraud_Kiehn Inc
grocery_pos
215.78
Michelle
Woods
F
952 Joseph Throughway
Munith
MI
49,259
42.3703
-84.2485
2,523
Geophysicist/field seismologist
1988-03-21
f9c8deb2b4f6dc57510d7bfe78070c0f
1,371,705,091
41.412006
-84.139038
0
1,293,355
2020-06-20 05:12:16
4,040,099,974,063,068,700
fraud_Lehner, Reichert and Mills
misc_pos
30.58
Jeffrey
Lewis
M
24255 Bryan Square
Palermo
ND
58,769
48.3396
-102.24
229
Administrator
1983-03-20
83dbff36ac84ce8acc7e702c9254afac
1,371,705,136
48.855509
-102.046885
0
1,293,356
2020-06-20 05:13:00
3,521,815,216,091,574
fraud_Heller, Gutmann and Zieme
grocery_pos
107.69
Wayne
Marsh
M
172 Leonard Island
Dumont
CO
80,436
39.7532
-105.6356
565
Mental health nurse
1978-08-27
ace6b5c9c672a0c290ed4d6addf0e12d
1,371,705,180
39.733305
-105.103081
0
1,293,357
2020-06-20 05:13:19
370,877,495,212,014
fraud_Wiza, Schaden and Stark
misc_pos
106.54
Sarah
Clark
F
25961 Beverly Union Apt. 042
North Wilkesboro
NC
28,659
36.2017
-81.1286
21,134
Dispensing optician
1984-03-06
c22b523fc51010d7b75e2bfb707b7875
1,371,705,199
36.70743
-81.881313
0
1,293,358
2020-06-20 05:13:22
6,011,552,879,910,390
fraud_Huel, Hammes and Witting
grocery_pos
90.34
Robert
Long
M
529 Joshua Knoll Apt. 511
Lonetree
WY
82,936
41.0552
-110.1603
49
Research scientist (physical sciences)
1981-07-05
2cfdcb1ef856c27c45cdb228826252fb
1,371,705,202
40.498997
-110.599263
0
1,293,359
2020-06-20 05:13:34
6,011,367,958,204,270
fraud_Koepp-Parker
grocery_pos
197.49
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
dde606b9fd7738b1cbbe5ddd9c617fcd
1,371,705,214
42.012711
-82.34244
0
1,293,360
2020-06-20 05:14:20
374,821,819,075,109
fraud_Jones, Sawayn and Romaguera
misc_net
3.01
Zachary
Boone
M
3703 Benson Wells
Palmyra
NY
14,522
43.0622
-77.2218
9,565
Exhibition designer
1927-12-11
4ef132b0c877259436aff7eb743edf5a
1,371,705,260
43.371961
-77.138448
0
1,293,361
2020-06-20 05:14:54
343,464,013,864,032
fraud_Bashirian Group
shopping_net
307.53
Jodi
Foster
F
551 Zachary Freeway
Bailey
NC
27,807
35.8072
-78.0892
6,629
Call centre manager
1962-08-13
e3c34ec8701e8de8cd5f6ed7ff8ebdf6
1,371,705,294
34.812748
-78.309976
0
1,293,362
2020-06-20 05:15:46
4,092,452,671,396,169,700
fraud_Stehr, Jewess and Schimmel
misc_net
3.79
Jeffrey
Vargas
M
478 Alexandria Mount
Bolton
NC
28,423
34.3091
-78.3372
2,290
Engineer, biomedical
1945-12-07
2445a5b9a734f75109a8d3983f82f90e
1,371,705,346
33.803649
-78.620217
0
1,293,363
2020-06-20 05:16:03
501,802,953,619
fraud_Huel, Hammes and Witting
grocery_pos
137.55
Robert
Flores
M
3277 Fields Meadows Apt. 790
Greenview
CA
96,037
41.5403
-122.9366
308
Call centre manager
1958-09-20
9bfb51647e0ec5e17d1b203af8f26a96
1,371,705,363
42.539004
-122.710397
0
1,293,364
2020-06-20 05:19:29
4,474,324,669,797,121
fraud_Goyette Inc
shopping_net
14.34
Matthew
Russell
M
168 Michael Coves Suite 343
June Lake
CA
93,529
37.7773
-119.0825
633
Health service manager
1927-09-09
9cc66b0c710bf156182963dbd8382ef6
1,371,705,569
38.337465
-118.961654
0
1,293,365
2020-06-20 05:20:00
4,018,105,808,392,773,600
fraud_Kiehn-Emmerich
grocery_pos
125.8
Katherine
Love
F
5884 Sandoval Square Apt. 371
Allenhurst
NJ
7,711
40.2367
-74.0067
1,533
Administrator, charities/voluntary organisations
1935-04-15
68ad4017df40e25b1606763ffdfbb459
1,371,705,600
39.402075
-74.121384
0
1,293,366
2020-06-20 05:20:31
676,372,984,911
fraud_Goodwin-Nitzsche
grocery_pos
139.43
Vicki
Mendoza
F
3645 Atkins Island Apt. 238
Esbon
KS
66,941
39.7562
-98.4462
242
Tourism officer
1987-07-18
7a3f9455b2a9edb3a98604e97e84abfb
1,371,705,631
39.064588
-98.403363
0
1,293,367
2020-06-20 05:21:01
4,841,313,716,651,064
fraud_Connelly, Reichert and Fritsch
gas_transport
76.57
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
3625410c178e780d142c419faae1c9c0
1,371,705,661
43.471108
-71.644868
0
1,293,368
2020-06-20 05:23:23
4,424,338,559,877,976
fraud_Durgan-Auer
misc_net
3.66
Denise
Barnett
F
23220 Eaton Harbors
Kirby
OH
43,330
40.813
-83.4196
118
Private music teacher
1957-11-12
128f4e44f51b6bc8a2f0aa0abae4889c
1,371,705,803
39.934234
-84.001189
0
1,293,369
2020-06-20 05:24:03
3,595,111,028,444,131
fraud_Emard Inc
gas_transport
45.6
Jeffery
Sanders
M
5278 Sarah Station Apt. 009
Cardwell
MO
63,829
36.0434
-90.2907
1,120
Television floor manager
1957-04-17
886d1a3fb7529a1ad36f02f6fb19ba94
1,371,705,843
36.890602
-89.948837
0
1,293,370
2020-06-20 05:24:30
676,298,633,337
fraud_Raynor, Feest and Miller
gas_transport
74.18
Jessica
Werner
F
4529 Cannon Alley
Center Point
WV
26,339
39.4125
-80.6352
255
Chief Executive Officer
1971-12-10
c1fd56b0a5b2ca88e4c0ef4a1546bbb0
1,371,705,870
40.2138
-80.016689
0
1,293,371
2020-06-20 05:25:05
4,989,847,570,577,635,000
fraud_Morar Inc
grocery_net
53.73
Vanessa
Anderson
F
21178 Brittney Locks
Prosperity
SC
29,127
34.1832
-81.5324
8,333
Archaeologist
1994-07-09
fc48370b6a8670785388c3522206d291
1,371,705,905
34.380242
-81.957049
0
1,293,372
2020-06-20 05:25:35
3,576,431,665,303,017
fraud_Heidenreich PLC
grocery_pos
198.38
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
40578bf76a7ea43a475aa6f598351679
1,371,705,935
32.937906
-112.302002
0
1,293,373
2020-06-20 05:27:27
3,533,800,906,065,217
fraud_Lockman, West and Runte
grocery_pos
156.89
Amber
Thornton
F
840 Werner Lock Apt. 852
Campbell
NE
68,932
40.2967
-98.737
493
Surveyor, minerals
1940-09-13
2096a9175d7b3b7dbd083210bb5b8571
1,371,706,047
40.387134
-98.589461
0
1,293,374
2020-06-20 05:27:39
4,124,536,010,991,657
fraud_Corwin-Gorczany
misc_net
8.98
Sydney
Montoya
F
265 Christian Summit Suite 231
Fairhope
AL
36,532
30.5012
-87.8835
27,829
Presenter, broadcasting
1954-07-21
a7031a1e7306ec6a90e4ae24cc0562bb
1,371,706,059
29.804119
-88.197423
0
1,293,375
2020-06-20 05:27:41
378,858,024,506,425
fraud_Huels-Nolan
gas_transport
77.72
Debra
Eaton
F
72743 Brian Run
Paradise Valley
AZ
85,253
33.5494
-111.9565
17,047
Building surveyor
1935-01-29
a86bca680c06e99b556a000da50ed3ce
1,371,706,061
33.971161
-112.930184
0
1,293,376
2020-06-20 05:27:52
3,576,021,480,694,169
fraud_Schaefer, McGlynn and Bosco
gas_transport
66.78
Dawn
Gray
F
9486 Joel Common Suite 554
Topeka
KS
66,618
39.1329
-95.7023
163,415
Secondary school teacher
2004-12-30
e49255d708bdd0028a57ff87aa0e9cfa
1,371,706,072
38.528048
-95.313929
0
1,293,377
2020-06-20 05:28:01
3,538,520,143,479,972
fraud_Stehr, Jewess and Schimmel
misc_net
8.95
Cassandra
Nunez
F
9572 Austin Forge Suite 612
Clay Center
OH
43,408
41.5686
-83.3632
269
Insurance underwriter
1965-09-15
a86931d5c8e128fb189271efeeb8af77
1,371,706,081
42.01817
-83.786661
0
1,293,378
2020-06-20 05:28:34
38,199,021,865,320
fraud_Bernhard Inc
gas_transport
68.66
Jesse
Roberts
M
8415 Vaughn Squares Apt. 788
Acworth
NH
3,601
43.196
-72.3001
477
Naval architect
1988-04-15
aedeaa8ce3c103c255877f80981061e6
1,371,706,114
42.641333
-72.188125
0
1,293,379
2020-06-20 05:30:09
374,238,209,524,200
fraud_Swaniawski, Lowe and Robel
shopping_pos
5.52
Daniel
Martinez
M
8510 Acevedo Burgs
Kent
OR
97,033
45.0838
-120.6649
60
Museum education officer
1942-04-03
cb69939c4a68757c207bc8be2c59e195
1,371,706,209
45.123401
-119.92241
0
1,293,380
2020-06-20 05:31:00
2,657,850,734,909,997
fraud_Dooley Inc
shopping_pos
80.01
Alan
Howard
M
04139 Johnson Prairie Suite 401
Detroit
MI
48,206
42.3749
-83.1087
673,342
Trading standards officer
1946-11-01
46a9fbde437d4cbafcec077648843099
1,371,706,260
42.420004
-82.677404
0
1,293,381
2020-06-20 05:34:14
630,424,987,505
fraud_Bailey-Morar
grocery_pos
116.12
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
1981-08-29
0146dcdc0ae18c23979e69d495c900da
1,371,706,454
38.387649
-79.626534
0
1,293,382
2020-06-20 05:35:33
4,265,776,278,887,457
fraud_Emard Inc
gas_transport
58.58
Christine
Best
F
68248 Deanna Land
Enola
AR
72,047
35.2087
-92.2123
969
Physicist, medical
1954-01-05
15078390aca65827e23f74b5b6a59788
1,371,706,533
35.135224
-92.54646
0
1,293,383
2020-06-20 05:36:21
4,025,612,008,285,111
fraud_Herman, Treutel and Dickens
misc_net
6.19
Krystal
Key
F
23142 Montoya Island Apt. 742
Corsica
PA
15,829
41.1762
-79.1976
1,274
Maintenance engineer
1949-03-20
26815829a4a4d44701349e786f6f1820
1,371,706,581
41.551095
-78.280958
0
1,293,384
2020-06-20 05:37:41
6,011,104,316,292,105
fraud_Bins-Rice
gas_transport
87.52
Valerie
Davis
F
3861 Anderson Ramp Apt. 536
Drakes Branch
VA
23,937
36.9688
-78.5615
1,970
Energy engineer
1985-09-02
84a72d23b640fe8f4a1aa28a830174d9
1,371,706,661
36.0777
-78.442282
0
1,293,385
2020-06-20 05:37:52
4,599,735,407,877,245,000
fraud_Kilback LLC
food_dining
57.05
Mary
Myers
F
39787 Pamela Fall Suite 639
Tiptonville
TN
38,079
36.3846
-89.4649
5,577
Geochemist
1964-12-30
6046f9f6135ef6039ea3a3d6a465181a
1,371,706,672
35.449131
-90.114199
0
1,293,386
2020-06-20 05:38:17
30,428,204,673,351
fraud_Weimann, Kuhic and Beahan
shopping_pos
152.34
Greg
Villarreal
M
2851 Foster Shoals
Schaefferstown
PA
17,088
40.3087
-76.2963
823
Gaffer
1982-07-02
4b36982d1dc14a2e15be6ac39a1da72e
1,371,706,697
39.393192
-75.886844
0
1,293,387
2020-06-20 05:39:11
584,673,555,952
fraud_Reichert, Huels and Hoppe
shopping_net
3.78
Jessica
Jordan
F
071 Wise Trace
Coleharbor
ND
58,531
47.5196
-101.2332
307
Make
1930-08-13
724b73936083c75b0b423ef8924231c6
1,371,706,751
47.057432
-100.72164
0
1,293,388
2020-06-20 05:39:25
3,565,414,434,959,494
fraud_Stanton, Jakubowski and Baumbach
shopping_net
2.48
Ryan
Arnold
M
2056 Michael Wells Apt. 348
Prairie Creek
IN
47,869
39.4336
-87.4101
137
Materials engineer
1967-03-12
b6377cb9d202bb9c5faf449182fc72c2
1,371,706,765
39.053825
-87.967791
0
1,293,389
2020-06-20 05:39:41
4,079,773,899,158
fraud_Emard Inc
gas_transport
80.12
Eric
Preston
M
7020 Doyle Stream Apt. 951
Mesa
ID
83,643
44.6255
-116.4493
129
Cartographer
1965-12-15
5f4a25546fc2187dd567ed91e001cf32
1,371,706,781
44.009314
-115.740421
0
1,293,390
2020-06-20 05:40:51
573,860,193,545
fraud_Osinski, Ledner and Leuschke
grocery_pos
78.69
Cristian
Jones
M
0423 Kirby Field Suite 623
Wilmette
IL
60,091
42.0765
-87.7246
27,020
Trade mark attorney
1986-07-23
72a2f7de5668559dd227be5373877fe7
1,371,706,851
42.960118
-87.082835
0
1,293,391
2020-06-20 05:42:10
2,233,882,705,243,596
fraud_Predovic Inc
shopping_net
4.34
Jamie
Robinson
F
67089 Caitlin Meadow Apt. 905
Sturgis
MS
39,769
33.357
-89.0473
1,923
Medical physicist
1960-01-16
bed58016acfa18425e6c6c778f55d252
1,371,706,930
32.590316
-88.838447
0
1,293,392
2020-06-20 05:43:44
6,011,388,901,471,808
fraud_McDermott-Weimann
grocery_pos
190.96
Jacqueline
Marsh
F
950 Sheryl Spurs
Dunlevy
PA
15,432
40.1151
-79.8627
427
Mining engineer
1951-02-05
5de494c3425436521ee500f53d32cfde
1,371,707,024
39.381047
-80.02928
0
1,293,393
2020-06-20 05:45:12
5,289,285,402,893,489
fraud_Bernier, Streich and Jewess
grocery_net
41.07
Amanda
Adams
F
08580 Jeremy Falls
Bay City
OR
97,107
45.5197
-123.8761
1,530
Colour technologist
1986-11-24
7dbbb12ba73f44a34c135050afe43807
1,371,707,112
46.1261
-122.942283
0
1,293,394
2020-06-20 05:45:52
4,497,913,965,512,794,000
fraud_Dibbert-Green
entertainment
9.08
Scott
Edwards
M
838 Amy Street Suite 107
Pembroke
NC
28,372
34.6902
-79.1834
14,783
Hospital doctor
1955-11-07
9f739728898a2e8e3120305fefce865c
1,371,707,152
34.824852
-80.006002
0
1,293,395
2020-06-20 05:46:01
30,153,452,207,526
fraud_Johns Inc
entertainment
4.52
Robin
Smith
F
0537 Margaret Common Suite 526
Coleman
TX
76,834
31.8287
-99.427
5,908
Radio producer
1962-04-05
73664d647b748718448905f64d3262ea
1,371,707,161
31.85881
-99.690905
0
1,293,396
2020-06-20 05:46:51
213,154,573,301,411
fraud_Casper, Hand and Zulauf
grocery_pos
110.9
Christopher
Sheppard
M
39218 Baker Shoals
Bristow
IN
47,515
38.1981
-86.6821
965
Horticultural therapist
1982-02-10
c8fbbce08ca7c28d1a54517dabca8ee6
1,371,707,211
38.682071
-87.663732
0
1,293,397
2020-06-20 05:47:07
4,302,480,582,202,074
fraud_Rempel PLC
grocery_net
31.49
David
Rodriguez
M
821 Solis Points
Muskegon
MI
49,440
43.2326
-86.2492
128,715
Historic buildings inspector/conservation officer
1995-05-25
bc47c02da69fcdfdc748494b3e8ad776
1,371,707,227
42.9986
-85.853747
0
1,293,398
2020-06-20 05:47:32
213,161,293,389,774
fraud_Mante Group
misc_net
108.36
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
a15dd743eaf9ba107335d9999bcf6f0f
1,371,707,252
42.55402
-77.887776
0
1,293,399
2020-06-20 05:47:58
571,465,035,400
fraud_Little, Gutmann and Lynch
shopping_net
101.95
Louis
Fisher
M
45654 Hess Rest
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Freight forwarder
1976-02-26
a239111b1949dfb64b57bb54b90f6cf3
1,371,707,278
43.33303
-108.18857
0