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
1,278,500
2020-06-14 22:52:21
36,485,887,555,770
fraud_Stiedemann Inc
misc_pos
233.85
Michael
Gross
M
230 Ryan Tunnel Apt. 025
Fulton
OH
43,321
40.4971
-82.8342
267
Facilities manager
2005-01-29
963bf0fe38281df0a4922fb87c529c2f
1,371,250,341
40.200828
-82.711482
0
1,278,501
2020-06-14 22:52:40
3,565,414,434,959,494
fraud_Turner, Ziemann and Lehner
food_dining
5.83
Ryan
Arnold
M
2056 Michael Wells Apt. 348
Prairie Creek
IN
47,869
39.4336
-87.4101
137
Materials engineer
1967-03-12
ad4c2f5781017a4ffd16ccb58f4144cd
1,371,250,360
39.06743
-86.455378
0
1,278,502
2020-06-14 22:52:47
6,538,441,737,335,434
fraud_Macejkovic-Lesch
shopping_pos
119.11
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
83c7664d62e92c22186f9c5bf5813b9c
1,371,250,367
41.684287
-80.363153
0
1,278,503
2020-06-14 22:53:03
3,524,574,586,339,330
fraud_Nader-Maggio
personal_care
52.92
Ashley
Cabrera
F
94225 Smith Springs Apt. 617
Vero Beach
FL
32,960
27.633
-80.4031
105,638
Librarian, public
1986-05-07
2f741f36242b20a3d1dc2feeb25959e0
1,371,250,383
27.110511
-80.871932
0
1,278,504
2020-06-14 22:53:44
213,141,712,584,544
fraud_Pouros, Walker and Spencer
kids_pets
44.34
Margaret
Curtis
F
742 Oneill Shore
Florence
MS
39,073
32.153
-90.1217
19,685
Fine artist
1984-12-24
32f3e8bbc889a4178753accd87d8bea0
1,371,250,424
32.229601
-90.23161
0
1,278,505
2020-06-14 22:53:50
676,148,621,961
fraud_Hackett Group
travel
8.78
Jennifer
Vega
F
91644 Crystal Drives
Eagarville
IL
62,023
39.1118
-89.7855
91
Materials engineer
1962-11-18
5ab8765ac28ad0457175d64522962490
1,371,250,430
39.675003
-89.94591
0
1,278,506
2020-06-14 22:53:54
373,043,435,942,726
fraud_Romaguera, Wehner and Tromp
kids_pets
47.92
Vincent
Richards
M
2064 Tyler Fork
Beasley
TX
77,417
29.479
-95.9681
2,457
Trading standards officer
1981-03-04
db492d85b05c5ad62dc65ca87a8670b5
1,371,250,434
28.924415
-95.746507
0
1,278,507
2020-06-14 22:54:12
6,011,999,606,625,827
fraud_Bahringer, Bergnaum and Quitzon
home
170.22
Ronald
Carson
M
870 Rocha Drive
Harrington Park
NJ
7,640
40.9918
-73.98
4,664
Radiographer, diagnostic
1965-06-30
844e7dd7011997d815a07cd50ee053ef
1,371,250,452
40.728286
-73.11669
0
1,278,508
2020-06-14 22:55:11
36,485,887,555,770
fraud_Welch Inc
misc_net
315.77
Michael
Gross
M
230 Ryan Tunnel Apt. 025
Fulton
OH
43,321
40.4971
-82.8342
267
Facilities manager
2005-01-29
7b704d36de418102bf3ddde533a43da7
1,371,250,511
39.951708
-82.132771
0
1,278,509
2020-06-14 22:55:13
3,546,674,063,249,004
fraud_Fisher Inc
shopping_net
8.84
Jordan
May
M
1626 Susan Course
Aledo
TX
76,008
32.7004
-97.6039
13,602
Optometrist
1984-07-05
31c954be2601cbca9e1e38cdac698933
1,371,250,513
33.280243
-97.606629
0
1,278,510
2020-06-14 22:55:27
4,550,599,031,376,731
fraud_Swift PLC
kids_pets
17.97
Angela
West
F
9471 Wong Islands
Mansfield
OH
44,902
40.7559
-82.5123
92,985
Press photographer
1968-05-29
1950f3bb6fa3e103f58074f8e16593da
1,371,250,527
39.831703
-81.847884
0
1,278,511
2020-06-14 22:56:49
2,454,076,758,463,217
fraud_Bauch-Blanda
entertainment
74.63
Robert
Andrade
M
27720 Martin Hills
Remer
MN
56,672
47.0874
-93.9196
2,097
Insurance risk surveyor
1987-10-27
203b30650b43a36bb4ca4f1117ca602a
1,371,250,609
46.907126
-93.130392
0
1,278,512
2020-06-14 22:57:51
4,358,137,750,029,945,000
fraud_Goyette, Howell and Collier
shopping_pos
248.93
Dawn
Stephens
F
91542 Marissa Shores Apt. 053
Oran
IA
50,664
42.7012
-92.0762
53
Sports administrator
1972-10-05
1fded11a28a7a71201251d0ea5b7e475
1,371,250,671
42.197528
-92.146828
0
1,278,513
2020-06-14 22:57:54
6,506,982,560,413,523
fraud_Deckow-Dare
food_dining
79.75
Alice
Kemp
F
057 Martinez Radial
Texarkana
AR
71,854
33.431
-93.8765
36,438
Surgeon
1985-04-15
d1e578071382845b208a0bc62ae2a22e
1,371,250,674
33.323935
-94.049098
0
1,278,514
2020-06-14 22:58:14
6,011,893,664,860,915
fraud_Mohr-Bayer
shopping_net
46.5
Erin
Chavez
F
3379 Williams Common
Littleton
CO
80,120
39.5994
-105.0044
320,420
Water engineer
1975-07-31
2a8441a7745f78f8283ba7565061bc8b
1,371,250,694
39.566003
-104.658183
0
1,278,515
2020-06-14 22:58:15
581,686,439,828
fraud_Jast and Sons
food_dining
42.63
Larry
House
M
911 Sabrina Trafficway
Cochranton
PA
16,314
41.5205
-80.0573
5,507
Retail merchandiser
1973-07-28
877eec0f52fe60c9bd90fe8658752383
1,371,250,695
40.588484
-79.280054
0
1,278,516
2020-06-14 22:58:21
36,721,445,180,895
fraud_Thompson-Gleason
health_fitness
22.09
Cesar
Smith
M
901 Ariel Points
Jefferson
NY
12,093
42.4999
-74.6117
1,666
Diagnostic radiographer
1968-07-01
3f70b2e88298096151b3d893ee9e2863
1,371,250,701
41.732017
-75.352176
0
1,278,517
2020-06-14 22:58:30
180,036,456,789,979
fraud_Kulas Group
health_fitness
24.37
Mackenzie
Salazar
F
982 Melissa Lock
Bagley
WI
53,801
42.9207
-91.0685
878
Risk analyst
1974-11-20
d04ea80e965ad9059857aa0708618776
1,371,250,710
43.143691
-90.723201
0
1,278,518
2020-06-14 22:59:00
3,572,976,568,630,035
fraud_Kilback Group
food_dining
14.3
William
Lopez
M
785 Kevin Walk Suite 237
Brainard
NE
68,626
41.1832
-96.9882
614
Associate Professor
1967-06-20
e865071b01ee3e417fd81246b9210701
1,371,250,740
41.347983
-97.88297
0
1,278,519
2020-06-14 22:59:04
3,500,969,075,198,072
fraud_Feil, Hilpert and Koss
food_dining
9.75
Kenneth
Sanchez
M
0110 Ashley Forest
Tekoa
WA
99,033
47.2271
-117.0819
895
Clothing/textile technologist
1999-05-31
3ac7fc082e1eb7c3e50dfd95a241ea3d
1,371,250,744
46.439788
-117.523091
0
1,278,520
2020-06-14 22:59:11
4,155,021,259,183,870
fraud_Friesen Inc
shopping_pos
6.73
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
4d2f83e6c1dac0b370d13fb6d6ea6fd8
1,371,250,751
35.602811
-99.849686
0
1,278,521
2020-06-14 22:59:18
3,559,679,414,981,506
fraud_Conroy Ltd
shopping_pos
8.62
Olivia
Stephenson
F
292 Cassidy Oval
Lowville
NY
13,367
43.7893
-75.4156
8,830
Theme park manager
1991-03-29
9e3fb1476238e245b05b85738a2ecc3e
1,371,250,758
43.742643
-75.871742
0
1,278,522
2020-06-14 22:59:36
2,296,006,538,441,789
fraud_Jacobi Inc
health_fitness
22.86
Judy
Hogan
F
4970 Michelle Burgs
Brooklyn
NY
11,217
40.6816
-73.9798
2,504,700
Medical sales representative
1999-09-01
591fbadb9dcf5bd04273a85477e7ddad
1,371,250,776
40.318545
-73.075352
0
1,278,523
2020-06-14 23:00:06
4,110,266,553,600,176,000
fraud_Jast and Sons
food_dining
68.99
Sandra
Schwartz
F
3789 Mark Walks
Sunflower
MS
38,778
33.5567
-90.5451
1,686
Education officer, community
1986-11-06
dbaf2649ddf6ec16bc3017e52f00e1d0
1,371,250,806
33.426912
-90.825855
0
1,278,524
2020-06-14 23:00:07
2,706,977,570,537,524
fraud_Schaefer Ltd
kids_pets
58.98
David
Serrano
M
4739 Martin Common
Zaleski
OH
45,698
39.283
-82.3977
341
Accounting technician
1978-12-18
59563a9fa877c184e604802aa57b21bc
1,371,250,807
39.66091
-81.596137
0
1,278,525
2020-06-14 23:00:43
30,238,755,902,988
fraud_Bernhard, Grant and Langworth
shopping_pos
6.01
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
3dce0d5d92450d3f862ad62fce155dc1
1,371,250,843
30.71086
-97.047858
0
1,278,526
2020-06-14 23:00:50
3,576,431,665,303,017
fraud_Schmidt and Sons
shopping_net
8.72
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
64f9c00fbb360b4fba889ed309d01932
1,371,250,850
32.793408
-112.280956
0
1,278,527
2020-06-14 23:01:13
3,596,357,274,378,601
fraud_Pouros-Conroy
shopping_pos
4.51
David
Everett
M
4138 David Fall
Morrisdale
PA
16,858
41.0001
-78.2357
3,688
Advice worker
1973-05-27
4ee42f885154fb4040a2616c6ad3455f
1,371,250,873
41.492865
-78.620546
0
1,278,528
2020-06-14 23:01:33
4,169,388,510,116
fraud_Monahan-Morar
personal_care
58.26
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
1962-09-27
757c125f377afda038f123a87f5b7944
1,371,250,893
43.162989
-77.2181
0
1,278,529
2020-06-14 23:01:37
30,407,675,418,785
fraud_Thompson-Gleason
health_fitness
37.69
Danielle
Evans
F
76752 David Lodge Apt. 064
Breesport
NY
14,816
42.1939
-76.7361
520
Psychotherapist
1991-10-13
496803b6bd29c2f7870852ff18c6e6b8
1,371,250,897
41.566453
-76.451167
0
1,278,530
2020-06-14 23:02:17
4,906,628,655,840,914,000
fraud_Little Ltd
kids_pets
61.71
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
a082582a11ec48e461ecdca7c2444463
1,371,250,937
25.606446
-82.056265
0
1,278,531
2020-06-14 23:02:35
3,531,606,252,458,308
fraud_Bernier, Volkman and Hoeger
misc_net
890.98
Juan
Taylor
M
7911 Campbell Crossing Apt. 725
Stoneham
MA
2,180
42.4828
-71.0978
21,437
Artist
1964-06-25
41029c2ccc7f4932b0bd81d407095438
1,371,250,955
43.274257
-70.697192
1
1,278,532
2020-06-14 23:02:57
4,713,464,490,314,802
fraud_Kilback and Sons
entertainment
61.27
Wesley
Parker
M
7452 Browning Port
Mc Intosh
SD
57,641
45.7084
-101.1546
295
Designer, industrial/product
1981-01-26
b60d9cfbf7a660f9b94271d3453782c4
1,371,250,977
45.151321
-100.35846
0
1,278,533
2020-06-14 23:03:01
4,764,202,053,279,782
fraud_Thompson-Gleason
health_fitness
34.05
Derek
Jones
M
198 Candace Plaza
Diamond
OH
44,412
41.0935
-81.0425
2,644
Air cabin crew
1981-01-06
fbbe2bab42b00bf9b6389831ccc13322
1,371,250,981
40.418057
-81.935458
0
1,278,534
2020-06-14 23:03:04
3,513,618,443,244,549
fraud_Beier LLC
entertainment
2.83
Amber
Perez
F
954 Reyes Ways
Fulton
SD
57,340
43.7588
-97.8712
355
Financial adviser
1955-06-26
041a1867dd77f97985527afe83a2b4d3
1,371,250,984
44.730412
-97.809125
0
1,278,535
2020-06-14 23:03:46
4,951,647,200,979,051
fraud_Mosciski, Ziemann and Farrell
shopping_net
9.73
Kimberly
Miller
F
75533 Tamara Valleys
Logan
IL
62,856
37.9943
-88.9417
324
Scientist, research (physical sciences)
1976-06-15
d927b5b99b3781768dca47c475dfd44d
1,371,251,026
37.966792
-88.082221
0
1,278,536
2020-06-14 23:04:07
4,897,067,971,111,210,000
fraud_Jast and Sons
food_dining
64.15
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
335b8d305f7fe6014a7f2d7ea4287eb4
1,371,251,047
27.562634
-83.090129
0
1,278,537
2020-06-14 23:04:09
4,908,846,471,916,297
fraud_Romaguera, Wehner and Tromp
kids_pets
256.37
Lauren
Torres
F
03030 White Lakes
Grandview
TX
76,050
32.2779
-97.2351
5,875
Radiographer, therapeutic
1992-07-24
ca4c2be6e4d04b5126c921c8a1dde5d9
1,371,251,049
32.644406
-97.2193
0
1,278,538
2020-06-14 23:04:40
376,028,110,684,021
fraud_Lang, Towne and Schuppe
kids_pets
57.47
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
40168f141a5556e9daded26155d3ead3
1,371,251,080
39.234354
-93.355144
0
1,278,539
2020-06-14 23:04:49
6,539,653,032,686,894
fraud_Hyatt, Russel and Gleichner
health_fitness
3.77
Samuel
Short
M
23383 Denise Pine Apt. 099
Sacramento
CA
95,842
38.6865
-121.3494
757,530
Soil scientist
1966-09-19
30c1cdb15949177c14668d95066c891e
1,371,251,089
37.954948
-121.588736
0
1,278,540
2020-06-14 23:04:51
3,587,960,728,692,500
fraud_Christiansen-Gusikowski
misc_pos
208.5
Kathy
Hughes
F
02110 Lucas Freeway Suite 517
Battle Creek
IA
51,006
42.3327
-95.6045
1,075
Teacher, early years/pre
1997-01-02
59c2ae05e01ee032452111ebdcf58614
1,371,251,091
42.665809
-96.525935
0
1,278,541
2020-06-14 23:05:45
3,559,679,414,981,506
fraud_Weber, Thiel and Hammes
kids_pets
118.63
Olivia
Stephenson
F
292 Cassidy Oval
Lowville
NY
13,367
43.7893
-75.4156
8,830
Theme park manager
1991-03-29
bb19a1e4faf70412e781946868f2b8dc
1,371,251,145
43.131838
-75.790626
0
1,278,542
2020-06-14 23:05:47
6,595,970,453,799,027
fraud_Gutmann, McLaughlin and Wiza
home
128.33
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
f60520f6cded74f4292ffde0bc5a999f
1,371,251,147
41.545442
-75.249382
0
1,278,543
2020-06-14 23:05:52
4,681,601,008,538,160
fraud_Kihn Inc
shopping_pos
10.44
Tammy
Davis
F
77663 Colleen Freeway
Moundsville
WV
26,041
39.9148
-80.731
16,183
Physiotherapist
1977-08-12
81fe9be720bb6db03c9bcd281d1585a5
1,371,251,152
39.241755
-81.029055
0
1,278,544
2020-06-14 23:05:57
503,886,119,844
fraud_Fisher Inc
shopping_net
908.8
Cameron
Johns
M
9383 Garrison Inlet Apt. 548
Freeport
ME
4,032
43.857
-70.1031
7,879
Nurse, children's
1949-12-22
ae4f61ab3855641c7a7cdd02b3ece25f
1,371,251,157
44.522373
-70.103602
1
1,278,545
2020-06-14 23:06:08
3,531,129,874,770,000
fraud_Schroeder, Hauck and Treutel
entertainment
99.34
Shelby
Mitchell
F
974 Cindy Stream
Brandon
VT
5,733
43.8065
-73.0882
5,895
Scientist, marine
1975-07-13
0fbbdef4c50649530cfda413fc6425eb
1,371,251,168
44.225374
-73.074819
0
1,278,546
2020-06-14 23:06:41
4,809,701,904,914
fraud_Jakubowski Group
food_dining
69.21
Sabrina
Nolan
F
312 Eric Expressway Apt. 014
Phenix City
AL
36,869
32.4204
-85.0796
59,744
Chemical engineer
1984-02-07
5cc7ab8b98c7b3f709f158f623ab8d33
1,371,251,201
31.695427
-85.290927
0
1,278,547
2020-06-14 23:06:51
371,009,169,330,125
fraud_Fahey Inc
kids_pets
62.52
Randall
Burgess
M
393 Carroll Route Suite 197
Norman Park
GA
31,771
31.2462
-83.6549
5,666
Rural practice surveyor
2003-09-14
3cdbab76f69e2a3cf20aaab0303730c7
1,371,251,211
30.481804
-82.666028
0
1,278,548
2020-06-14 23:06:53
376,262,134,119,629
fraud_Gulgowski LLC
home
103.47
Christopher
Carr
M
62931 Ralph Court
Lakeland
FL
33,813
27.9611
-81.9398
237,282
Radiographer, therapeutic
1961-09-28
fb77dbcfc8bfc1d6c0fc941330324f04
1,371,251,213
28.811778
-81.432212
0
1,278,549
2020-06-14 23:06:59
372,520,049,757,633
fraud_Kuphal-Bartoletti
misc_net
35.22
Lori
Ramirez
F
4293 Ramirez Squares
Ranier
MN
56,668
48.6031
-93.2977
136
Ceramics designer
2000-02-20
1e284d00e61b5d299664d371452816e5
1,371,251,219
48.927653
-93.288203
0
1,278,550
2020-06-14 23:07:01
30,150,717,898,388
fraud_Rau-Grant
kids_pets
16.02
Raymond
Lloyd
M
5930 Rebecca Bridge Apt. 444
Paint Rock
AL
35,764
34.7031
-86.3068
653
Paediatric nurse
1966-06-19
c4858b7fc197bc83de3f1b4eec9c1779
1,371,251,221
34.872729
-86.874287
0
1,278,551
2020-06-14 23:07:07
2,252,055,259,910,912
fraud_Nienow PLC
entertainment
80.24
Jason
Hernandez
M
220 Frank Gardens
Hewitt
WI
54,441
44.6437
-90.1031
828
Arts development officer
1991-08-19
4e8a5e9f8d75eafd77962332192994b5
1,371,251,227
45.096473
-89.805752
0
1,278,552
2020-06-14 23:07:20
4,671,727,014,157,745
fraud_Torp, Muller and Borer
health_fitness
15.57
Kenneth
Edwards
M
3653 Ryan Crossroad
Andrews
IN
46,702
40.8618
-85.6067
2,304
Retail banker
1955-07-25
f65e4c88a35f66bd6a311dc1a1b44def
1,371,251,240
41.117736
-85.253398
0
1,278,553
2020-06-14 23:07:29
502,038,091,380
fraud_Schimmel-Olson
kids_pets
40.19
Kurt
Peters
M
7290 Ashlee Keys
Kissee Mills
MO
65,680
36.6704
-93.0377
1,201
Engineer, agricultural
1980-03-18
08d29125262b97caa2038f47179ce29e
1,371,251,249
35.938132
-94.017744
0
1,278,554
2020-06-14 23:07:45
3,583,635,130,604,947
fraud_Kutch-Ferry
home
11.25
Crystal
Gamble
F
899 Michele View Suite 960
Philadelphia
PA
19,149
40.0369
-75.0664
1,526,206
Structural engineer
1985-01-01
df0991020ab35247db00f998ba55e56d
1,371,251,265
40.069732
-75.548496
0
1,278,555
2020-06-14 23:07:54
374,125,201,044,065
fraud_Cartwright PLC
kids_pets
39.79
Christopher
Gilbert
M
20937 Reed Lakes Apt. 271
Washington
DC
20,012
38.9757
-77.0282
601,723
Optician, dispensing
1970-07-20
14009f20f4828d9c6a1326d148d21ee5
1,371,251,274
39.749186
-76.891899
0
1,278,556
2020-06-14 23:07:59
370,612,217,861,404
fraud_Kling, Howe and Schneider
home
4.67
Amanda
Fitzgerald
F
298 Kayla Lights
Bristol
PA
19,007
40.1159
-74.8536
21,125
Administrator, charities/voluntary organisations
1985-05-25
b90291eceed604fd16e00cb7caad61f2
1,371,251,279
39.507659
-75.851727
0
1,278,557
2020-06-14 23:08:00
30,026,790,933,302
fraud_Emmerich-Rau
personal_care
84.23
John
Peters
M
555 Michael Burgs
Mayersville
MS
39,113
32.9013
-91.0286
595
Technical brewer
1979-09-03
2be6019102b7fa5cfbd68fb7407c92a1
1,371,251,280
33.625089
-91.761316
0
1,278,558
2020-06-14 23:08:00
4,383,521,454,815
fraud_Kozey-Kuhlman
personal_care
6.38
John
Robertson
M
209 Austin Stream Apt. 231
Indianapolis
IN
46,290
39.9347
-86.1633
910,148
Academic librarian
1987-09-22
bb848caa0e76fceda93040dd4a81b133
1,371,251,280
39.057628
-85.917808
0
1,278,559
2020-06-14 23:08:29
4,906,628,655,840,914,000
fraud_Schroeder Group
health_fitness
142.95
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
bc5886651709d2d4e534d3a51d6296d1
1,371,251,309
24.578933
-81.310574
0
1,278,560
2020-06-14 23:08:29
4,424,338,559,877,976
fraud_Larkin, Stracke and Greenfelder
entertainment
135.4
Denise
Barnett
F
23220 Eaton Harbors
Kirby
OH
43,330
40.813
-83.4196
118
Private music teacher
1957-11-12
8f921da1b56d24866e22b835f49fa9fd
1,371,251,309
40.882543
-82.445585
0
1,278,561
2020-06-14 23:08:35
377,654,590,313,960
fraud_Block-Hauck
travel
2.87
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
22c707c80ec5054732013780f1548885
1,371,251,315
35.863486
-83.843985
0
1,278,562
2020-06-14 23:08:36
4,334,230,547,694,630
fraud_Nicolas, Hills and McGlynn
entertainment
17.71
Scott
Martin
M
7483 Navarro Flats
Freedom
WY
83,120
43.0172
-111.0292
471
Education officer, museum
1967-08-02
1cfd9d6d95daa2b197fba7cc1ad453cf
1,371,251,316
42.413441
-111.285711
0
1,278,563
2020-06-14 23:08:40
30,561,214,688,470
fraud_Haley, Jewess and Bechtelar
shopping_pos
6.25
Gina
Morrison
F
41851 Victor Drives Suite 219
Allentown
PA
18,103
40.5891
-75.4645
166,081
Scientist, research (maths)
1998-10-01
cea971cae3179996158a6da028470702
1,371,251,320
39.912015
-76.44558
0
1,278,564
2020-06-14 23:09:29
3,586,008,444,788,268
fraud_Schoen Ltd
kids_pets
14.29
Crystal
Fuller
F
000 Jennifer Mills
Issaquah
WA
98,027
47.4974
-122.0107
50,489
Osteopath
1984-02-29
bc8b73b22e9774e0c016977fbb8b1f8a
1,371,251,369
47.812377
-121.636389
0
1,278,565
2020-06-14 23:09:29
372,520,049,757,633
fraud_Effertz, Welch and Schowalter
entertainment
54.6
Lori
Ramirez
F
4293 Ramirez Squares
Ranier
MN
56,668
48.6031
-93.2977
136
Ceramics designer
2000-02-20
b17c3e1d3955f5e22b97b0a8b07d8c58
1,371,251,369
49.086746
-94.226611
0
1,278,566
2020-06-14 23:09:38
376,445,266,762,684
fraud_Bode-Rempel
kids_pets
92.2
Rachel
Lowe
F
372 Jeffrey Course
Sutherland
NE
69,165
41.1558
-101.136
1,789
Insurance broker
1982-02-11
c52ade9234c32bb38cdcd5f11eaa4846
1,371,251,378
41.585888
-101.583956
0
1,278,567
2020-06-14 23:10:16
571,465,035,400
fraud_O'Hara-Wilderman
food_dining
54.32
Louis
Fisher
M
45654 Hess Rest
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Freight forwarder
1976-02-26
f5f248c8108e3d32fc20b09e6fe2fdec
1,371,251,416
43.009083
-108.41522
0
1,278,568
2020-06-14 23:10:48
4,512,828,414,983,802,000
fraud_Volkman-Predovic
shopping_net
9.26
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
7d9d017528070f1bd7b9ca5479ea6f66
1,371,251,448
39.92075
-79.948459
0
1,278,569
2020-06-14 23:11:17
5,559,857,416,065,248
fraud_Schumm PLC
health_fitness
119.88
Jack
Hill
M
5916 Susan Bridge Apt. 939
Grenada
CA
96,038
41.6125
-122.5258
589
Systems analyst
1945-12-21
1fd405fca7152bf891173b571703c810
1,371,251,477
42.305142
-123.37853
0
1,278,570
2020-06-14 23:11:25
4,364,010,865,167,176
fraud_Lubowitz, Terry and Stracke
personal_care
67.67
Gary
Martinez
M
03512 Jackson Ports
Reno
NV
89,512
39.5483
-119.7957
276,896
Immunologist
1997-03-12
f878de0b1b31ca6b60a578671c116cea
1,371,251,485
38.718988
-120.599715
0
1,278,571
2020-06-14 23:11:50
180,094,419,304,907
fraud_Pacocha-Bauch
shopping_pos
29.45
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
1972-09-22
1c247b4726c790fa341738bf941da578
1,371,251,510
33.005719
-117.538875
0
1,278,572
2020-06-14 23:11:59
4,841,313,716,651,064
fraud_Metz, Russel and Metz
kids_pets
48.31
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
f4c3472f932127ff2c6d1abeacf9b4c9
1,371,251,519
43.672827
-73.220244
0
1,278,573
2020-06-14 23:12:35
6,011,399,591,920,186
fraud_Spencer PLC
entertainment
62.09
Maria
Roy
F
58665 Nicholas Ford Suite 348
Sheffield
MA
1,257
42.1001
-73.3611
2,121
Radio producer
1973-10-14
3f58c59e5a16ca19fd1a4757bbf897a7
1,371,251,555
43.061523
-74.171447
0
1,278,574
2020-06-14 23:12:47
180,011,453,250,192
fraud_Lynch-Wisozk
home
90.62
Craig
Dunn
M
721 Jacqueline Brooks
New Boston
IL
61,272
41.2153
-90.9879
1,504
Manufacturing engineer
1993-10-05
3d8b7bd80956f5dbd49e7f6a4a46895c
1,371,251,567
40.414781
-91.846194
0
1,278,575
2020-06-14 23:13:18
30,273,037,698,427
fraud_Mayert Group
shopping_pos
174.87
Andrew
Patterson
M
06959 Stephen Branch Suite 246
Thida
AR
72,165
35.5762
-91.4539
111
Careers information officer
2000-06-13
542e764fb224617605293736c9d92e7b
1,371,251,598
36.158506
-90.816711
0
1,278,576
2020-06-14 23:13:37
377,234,009,633,447
fraud_Gibson-Deckow
entertainment
23.64
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
8d5e4936a6425b4b0b6ffa36b79286a9
1,371,251,617
38.807017
-77.390767
0
1,278,577
2020-06-14 23:14:39
4,476,840,372,112
fraud_Feil-Morar
health_fitness
55.17
Steven
Walters
M
3206 Hall Divide Suite 282
Woodville
AL
35,776
34.6689
-86.2296
3,395
Editor, commissioning
1979-01-21
4e61b557723c6c81f9bb46ed292b0b93
1,371,251,679
34.427484
-86.508788
0
1,278,578
2020-06-14 23:14:40
6,523,180,720,198,790
fraud_Bode-Rempel
kids_pets
140.09
Alan
Taylor
M
560 Molina Path
Oakdale
NY
11,769
40.7382
-73.1297
9,506
Biochemist, clinical
1953-04-13
bf2cad3962523792c4afd9435c9fbdcc
1,371,251,680
41.665158
-74.084822
0
1,278,579
2020-06-14 23:15:04
6,506,982,560,413,523
fraud_Yost, Schamberger and Windler
kids_pets
148.46
Alice
Kemp
F
057 Martinez Radial
Texarkana
AR
71,854
33.431
-93.8765
36,438
Surgeon
1985-04-15
90412061019fab0d3453635b0bf033d3
1,371,251,704
33.73416
-93.843208
0
1,278,580
2020-06-14 23:15:21
3,533,742,182,628,021
fraud_Towne LLC
misc_pos
674.91
Robert
Haynes
M
857 Aaron Circles Suite 398
Johns Island
SC
29,455
32.8357
-79.8217
20,478
Materials engineer
1997-06-04
da9bd84f38de18fa6bbcdb82e1fc43f6
1,371,251,721
32.912744
-80.625062
0
1,278,581
2020-06-14 23:16:26
2,252,055,259,910,912
fraud_Pouros, Walker and Spencer
kids_pets
54.25
Jason
Hernandez
M
220 Frank Gardens
Hewitt
WI
54,441
44.6437
-90.1031
828
Arts development officer
1991-08-19
7f6400bdfcb25b39855d38c96af464df
1,371,251,786
43.694706
-90.120031
0
1,278,582
2020-06-14 23:16:40
3,551,217,896,304,745
fraud_Conroy Ltd
shopping_pos
9.14
Sara
Harris
F
597 Jenny Ford Apt. 543
Tupper Lake
NY
12,986
44.232
-74.4905
6,120
Chartered loss adjuster
1976-10-09
004e7fd8e79367a6c3e0188dea61afe0
1,371,251,800
43.638345
-73.824148
0
1,278,583
2020-06-14 23:17:45
6,011,366,578,560,244
fraud_Hills-Boyer
personal_care
121.2
Adam
Stark
M
0912 Mark Fields Apt. 080
Mc Veytown
PA
17,051
40.5046
-77.7186
4,653
Nutritional therapist
1997-07-01
1afb6f0742f5d76c1304f2e2b54e90f7
1,371,251,865
40.788072
-76.796315
0
1,278,584
2020-06-14 23:17:50
346,243,940,647,414
fraud_Stamm-Rodriguez
misc_pos
116.59
Sean
Miller
M
6340 Jeffrey Dale
Thornville
OH
43,076
39.8974
-82.4071
9,051
Audiological scientist
1983-01-08
815c26a5098a29e6d3c410da0ca2d3ad
1,371,251,870
40.025723
-83.153569
0
1,278,585
2020-06-14 23:18:04
630,424,987,505
fraud_Streich Ltd
home
238.64
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
1981-08-29
39b0dc2ad41e05aa4f7099c2aeacd195
1,371,251,884
38.449655
-80.171488
1
1,278,586
2020-06-14 23:18:08
3,566,094,707,272,327
fraud_Hagenes, Kohler and Hoppe
food_dining
55.82
Kristina
Stewart
F
47029 Jimmy Tunnel Apt. 106
Newhall
CA
91,321
34.3795
-118.523
34,882
Health physicist
1971-04-25
a5dbfaf5fa58fda79e66bec3545e376d
1,371,251,888
35.080622
-118.900419
0
1,278,587
2020-06-14 23:18:11
3,520,550,088,202,337
fraud_Conroy-Emard
food_dining
2.7
Micheal
Walters
M
15315 Vaughn Park Suite 356
Hovland
MN
55,606
47.8342
-90.0476
272
Freight forwarder
2001-07-05
4a0f95b65f076c6af5c9be1922bcd84d
1,371,251,891
48.346531
-90.930707
0
1,278,588
2020-06-14 23:18:14
4,119,762,878,330,989
fraud_Nolan-Williamson
kids_pets
91.46
Melinda
Gutierrez
F
1497 West Gateway
Eureka
IL
61,530
40.7152
-89.2706
6,713
Archivist
1945-08-19
681c6fc98197596ede577d4d4eae906c
1,371,251,894
39.983354
-89.584107
0
1,278,589
2020-06-14 23:19:10
2,283,743,876,903,625
fraud_Bashirian Group
shopping_net
3.38
Shannon
Williams
F
9345 Spencer Junctions Suite 183
Alpharetta
GA
30,009
34.077
-84.3033
165,556
Prison officer
1997-12-27
0380b74148b5b607d242667bcbed5d06
1,371,251,950
34.546368
-83.622367
0
1,278,590
2020-06-14 23:19:35
4,633,065,159,406,313
fraud_Beier and Sons
home
9.81
Jasmine
Wade
F
90662 Lewis Avenue
Providence
RI
2,908
41.8383
-71.4377
203,571
Nurse, children's
1995-11-29
18dfd74f66e825477a557952496a8c80
1,371,251,975
42.674938
-70.990008
0
1,278,591
2020-06-14 23:20:40
30,404,291,151,692
fraud_Turner, Ziemann and Lehner
food_dining
25.16
Savannah
Lewis
F
537 Walker Freeway
North Tonawanda
NY
14,120
43.0498
-78.851
45,100
Ambulance person
1993-10-25
7e6b0086370d0bc15f395bf116f0c60d
1,371,252,040
43.595389
-78.573449
0
1,278,592
2020-06-14 23:21:37
180,047,222,886,866
fraud_Quitzon, Green and Bashirian
shopping_pos
7.75
Christine
Shaffer
F
14017 Thomas Plaza
Loami
IL
62,661
39.6704
-89.8588
1,213
English as a foreign language teacher
1991-04-22
bf1acb6b6a0a68e26d86330d0a779ff9
1,371,252,097
39.248737
-88.894339
0
1,278,593
2020-06-14 23:21:56
4,063,094,974,360,571,400
fraud_Dibbert and Sons
entertainment
41.38
Patricia
Mendoza
F
1683 Davidson Freeway
Mendon
UT
84,325
41.71
-111.9817
2,078
Scientist, audiological
1963-06-13
48b7bee45efe56763304d31464bdb888
1,371,252,116
41.573359
-112.863947
0
1,278,594
2020-06-14 23:22:39
4,099,707,841,315,751
fraud_Streich Ltd
home
40.61
James
Stephens
M
1166 Castillo Mountains
Ruckersville
VA
22,968
38.2586
-78.4074
9,815
Designer, ceramics/pottery
1975-07-07
547d6957369c10c0499944d37d769583
1,371,252,159
39.22603
-78.807403
0
1,278,595
2020-06-14 23:22:55
4,186,530,744,674
fraud_Conroy, Balistreri and Gorczany
health_fitness
15.73
Casey
Howell
F
374 Christopher Ramp Suite 855
Blackville
SC
29,817
33.3645
-81.2718
4,913
Technical brewer
1966-11-10
06a4be8b96d747e1d8c376d7bd9e5c05
1,371,252,175
33.042363
-81.582216
0
1,278,596
2020-06-14 23:23:52
30,328,384,440,870
fraud_Bartoletti and Sons
personal_care
74.38
Helen
Campbell
F
182 Sergio Summit Apt. 129
Browning
MO
64,630
40.029
-93.1607
602
Cytogeneticist
1954-07-14
e63755ba70fbc80df322d5d43eae6889
1,371,252,232
39.564038
-93.704827
0
1,278,597
2020-06-14 23:23:55
6,538,891,242,532,018
fraud_O'Hara-Wilderman
food_dining
94.08
Jodi
Rodriguez
F
5796 Lee Coves Apt. 286
Walnut Ridge
AR
72,476
36.0244
-90.9288
7,155
Engineer, control and instrumentation
1977-03-23
3048899c56f785fb1d54009b210fcd2f
1,371,252,235
35.970755
-90.536955
0
1,278,598
2020-06-14 23:23:59
4,179,719,215,697,782
fraud_Wuckert, Wintheiser and Friesen
home
271.74
Belinda
Jimenez
F
6807 Jacob Skyway Apt. 331
Rockwell
IA
50,469
43.0032
-93.2167
1,574
Scientist, audiological
1982-12-27
cd1a6f3b6a416be468222f355f818dee
1,371,252,239
43.438146
-92.517391
1
1,278,599
2020-06-14 23:24:00
5,596,347,693,144,598
fraud_Windler LLC
kids_pets
99.7
Joseph
Moody
M
5901 Foster Pine
Kenner
LA
70,062
29.9912
-90.2479
68,211
Engineer, petroleum
1941-04-23
5d3c73a5cc47b4cf0f3488e2ac5183d2
1,371,252,240
30.492933
-90.095046
0