task_fraud_detection_bolade/data/processed/resampled_data.csv at 3186c07328fd0c0ee8fac12dde7eedcac52babc0

Files

T

boladeE a70c0802ae Update project structure and configuration

- Enhanced .gitignore to include additional Python-related files.
- Updated docker-compose.yml to version 3.8, added container name, health check, and network configuration.
- Modified Dockerfile to set environment variables, install system dependencies, and add a health check.
- Updated requirements.txt with specific package versions.
- Removed obsolete files related to cloud deployment and experiments.
- Improved EDA notebook with additional data loading and exploration steps.

2025-04-25 17:53:04 +01:00

4.9 MiB

Raw Blame History

1	Unnamed: 0	trans_date_trans_time	cc_num	merchant	category	amt	first	last	gender	street	city	state	zip	lat	long	city_pop	job	dob	trans_num	unix_time	merch_lat	merch_long	is_fraud
2	484177	2020-12-15 18:33:17	30551643947183	fraud_Dickinson Ltd	personal_care	6.15	Morgan	Smith	F	1441 Bradley Place	Grover	NC	28073	35.1836	-81.4552	5621	Toxicologist	1973-11-14	7cab35c172dc6c78f551e981fe426fc6	1387132397	35.29286	-81.93719300000001	0
3	886237	2019-12-23 08:14:17	5359543825610251	fraud_Kilback LLC	grocery_pos	67.35	Michael	Francis	M	1833 Jeanette Stravenue	Belgrade	MT	59714	45.7801	-111.1439	18182	Engineer, drilling	1975-06-29	ea272415875381d29cf29aee11550672	1356250457	46.228116	-111.718928	0
4	459229	2019-07-22 01:42:56	3560318482131952	fraud_Lehner, Mosciski and King	misc_net	1342.69	William	Skinner	M	524 Wu Spurs Suite 894	Mount Hope	AL	35651	34.4793	-87.4769	1312	Librarian, academic	1955-02-01	964730a13ec2011d75a3db37c55e526d	1342921376	34.898759000000005	-88.125374	0
5	500929	2019-08-05 15:21:55	4477156602511939689	fraud_Medhurst, Cartwright and Ebert	personal_care	28.45	Angela	Ross	F	0107 Clements Point	American Fork	UT	84003	40.3928	-111.7941	42384	Futures trader	1992-12-29	518f49a0d3106c3f538c2f70d2f12e8a	1344180115	41.170642	-111.052342	0
6	971479	2020-01-27 20:49:30	30175986190993	fraud_Barton LLC	kids_pets	45.49	Rebecca	Butler	F	0665 Lisa Alley	Winger	MN	56592	47.5375	-95.9941	516	Applications developer	1966-06-07	8979eac3cefcacee095981dc43cd125d	1359319770	47.489127	-95.926267	0
7	756783	2019-11-19 17:03:48	4099707841315751	fraud_Will Ltd	food_dining	38.71	James	Stephens	M	1166 Castillo Mountains	Ruckersville	VA	22968	38.2586	-78.4074	9815	Designer, ceramics/pottery	1975-07-07	1d7a4ee1b9608d0c4fc4402da26e4441	1353344628	38.731443	-77.893029	0
8	1147801	2020-04-23 12:25:11	4681601008538160	fraud_Nolan-Williamson	kids_pets	27.29	Tammy	Davis	F	77663 Colleen Freeway	Moundsville	WV	26041	39.9148	-80.73100000000001	16183	Physiotherapist	1977-08-12	c596aa0fb44b6f65697ba4e37ce12a55	1366719911	39.136382	-80.67751700000001	0
9	287878	2020-10-06 18:31:26	3501942333500073	fraud_Boyer-Reichert	shopping_net	6.65	Lori	Bishop	F	08056 Alvarado Club Suite 699	Phoenix	AZ	85086	33.8155	-112.1202	1312922	Counselling psychologist	1999-11-30	2245ed617efa2557129e1aa5da6b8560	1381084286	34.668706	-112.949955	0
10	602657	2019-09-13 12:57:56	561942763351	fraud_Auer LLC	personal_care	45.56	Melissa	Brown	F	330 Montoya Ramp	Washington	DC	20036	38.9087	-77.0414	601723	Prison officer	1986-03-14	86648893c10b191b00d7b33d4d390f33	1347541076	38.188649	-77.45360500000001	0
11	98299	2019-02-27 03:40:55	4005676619255478	fraud_Ledner-Pfannerstill	gas_transport	64.87	William	Perry	M	458 Phillips Island Apt. 768	Denham Springs	LA	70726	30.459	-90.9027	71335	Herbalist	1994-05-31	4e2abfbfeb3dff0bb34f2e4b1b8f7b86	1330314055	31.433723	-90.922398	0
12	308572	2020-10-16 11:17:10	3536818734263520	fraud_Rowe-Vandervort	grocery_net	19.63	Gerald	Frank	M	95793 Andrea Ville Suite 533	Des Moines	IA	50314	41.603	-93.633	222785	Interior and spatial designer	1981-08-10	8d8df7cafeb3d0320217a1872ce11ffa	1381922230	41.060731	-94.051788	0
13	484150	2019-07-30 20:36:40	4446368897795790	fraud_Gerhold LLC	home	81.26	Ryan	Joseph	M	8850 Jessica Center	Atlantic	VA	23303	37.9073	-75.5089	741	Geologist, engineering	1986-08-17	3ebb1a0c5ffc88690b46a5559944c273	1343680600	37.960543	-76.489715	0
14	1047790	2020-03-10 10:51:54	372382441451095	fraud_Reichert, Huels and Hoppe	shopping_net	467.23	Brent	Terrell	M	502 Rice Plaza Apt. 979	Port Ewen	NY	12466	41.8948	-73.9767	2471	Heritage manager	1966-01-21	82140b31259a17db17b1b577504e6e31	1362912714	42.699926	-74.678269	0
15	651680	2019-10-05 01:03:53	4306586894261180	fraud_Ledner-Pfannerstill	gas_transport	55.11	Renee	Walls	F	86542 Jessica Fords Apt. 706	Veedersburg	IN	47987	40.1186	-87.2602	4049	Development worker, community	1959-10-19	cff2bc2fcf737c277089fc8ec86e8321	1349399033	39.515739	-87.27487099999999	0
16	699686	2019-10-26 04:51:30	30270432095985	fraud_Adams, Kovacek and Kuhlman	grocery_net	12.3	Lisa	Lin	F	908 Brooks Brook	Lomax	IL	61454	40.6761	-91.0391	725	Environmental consultant	1972-11-28	f75d38168f7ac5a947d4a98ab0f6ca14	1351227090	41.013573	-90.128267	0
17	110743	2020-07-29 14:39:44	377026671291680	fraud_Ratke and Sons	health_fitness	73.71	Jackie	Davis	F	1898 Parker Fork Apt. 057	Redford	MO	63665	37.3272	-91.0243	241	Investment analyst	1974-10-27	934f87ba6e323f90e3c1bda597e2260c	1375108784	36.405545	-91.180078	0
18	476746	2019-07-28 14:14:40	342319985983023	fraud_Gottlieb Group	kids_pets	48.59	Bryan	Pugh	M	6366 French Field	Margaretville	NY	12455	42.1852	-74.6178	1988	Environmental health practitioner	1978-05-23	5312894e910e8a0843864a39409dcefd	1343484880	42.068347	-74.974655	0
19	821759	2019-12-09 00:31:18	30270432095985	fraud_Koss and Sons	gas_transport	51.64	Lisa	Lin	F	908 Brooks Brook	Lomax	IL	61454	40.6761	-91.0391	725	Environmental consultant	1972-11-28	ef2aaf7aa02a0619c98c463beb854109	1355013078	39.834223	-92.022999	0
20	175647	2020-08-22 03:40:47	5540636818935089	fraud_Moen, Reinger and Murphy	grocery_pos	42.31	Kenneth	Foster	M	329 Michael Extension	Lawrence	MA	1843	42.6911	-71.1605	76383	Geoscientist	1985-04-04	494ce10c5df48036fbb7fe22a921a743	1377142847	42.050426	-70.642036	0
21	798752	2019-12-03 21:00:25	3589289942931264	fraud_Monahan, Bogisich and Ledner	misc_pos	77.85	Paula	Estrada	F	350 Stacy Glens	Spencer	SD	57374	43.7557	-97.5936	343	Development worker, international aid	1972-03-05	3684392936666d6202dc435b1ed1dfdb	1354568425	43.753824	-97.887795	0
22	1157959	2020-04-27 22:15:34	4822367783500458	fraud_Barton LLC	kids_pets	156.59	Christopher	Farrell	M	97070 Anderson Land	Haines City	FL	33844	28.0758	-81.5929	33804	Exercise physiologist	1991-01-01	eceab3c453a385c8dc61497c94358fa9	1367100934	27.443438	-81.426361	0
23	44021	2019-01-27 08:44:34	3563837241599446	fraud_O'Keefe-Hudson	grocery_pos	58.53	Timothy	Simmons	M	1049 John Ports Suite 057	Newberg	OR	97132	45.3099	-122.9685	28278	Research scientist (physical sciences)	1977-07-17	2b11a09ae3c111756dae054fe938feb0	1327653874	44.775809	-122.840212	0
24	802206	2019-12-04 22:15:57	3596357274378601	fraud_Volkman PLC	food_dining	15.33	David	Everett	M	4138 David Fall	Morrisdale	PA	16858	41.0001	-78.2357	3688	Advice worker	1973-05-27	287125ed96b5810165d4ecafa3f8c02d	1354659357	41.843347	-77.73402	0
25	687718	2019-10-20 14:38:39	30561214688470	fraud_Wintheiser, Dietrich and Schimmel	misc_pos	3.64	Gina	Morrison	F	41851 Victor Drives Suite 219	Allentown	PA	18103	40.5891	-75.4645	166081	Scientist, research (maths)	1998-10-01	b748a7e34689fd4cfdb338dce73761a0	1350743919	40.021842	-74.72025699999999	0
26	728464	2019-11-07 15:46:13	377993105397617	fraud_Hermiston, Russel and Price	food_dining	22.78	Nathan	Martinez	M	586 Thomas Cliffs	Oconto Falls	WI	54154	44.8755	-88.1555	5548	Mining engineer	1975-09-11	2742ab21e27eb4aabe4ebce4395f00bd	1352303173	45.548614	-87.23200899999999	0
27	540000	2020-12-28 14:10:55	3502088871723054	fraud_Quitzon-Goyette	home	33.83	Scott	Martin	M	31472 Cody Place Suite 740	Kensington	MD	20895	39.0298	-77.0793	19054	Operations geologist	1976-09-08	8e7d0fb9fbef2bfbde654c5a38674cec	1388239855	39.929194	-76.206192	0
28	1249647	2020-06-04 12:32:25	36485887555770	fraud_Larson, Quitzon and Spencer	travel	7.26	Michael	Gross	M	230 Ryan Tunnel Apt. 025	Fulton	OH	43321	40.4971	-82.8342	267	Facilities manager	2005-01-29	567b8cf130532335e878cb222a94fb74	1370349145	41.487556	-82.490216	0
29	837042	2019-12-12 19:47:12	30561214688470	fraud_Fritsch and Sons	health_fitness	18.44	Gina	Morrison	F	41851 Victor Drives Suite 219	Allentown	PA	18103	40.5891	-75.4645	166081	Scientist, research (maths)	1998-10-01	fc9d8aa2f01151bf64ce43ec79a8b8e9	1355341632	40.692128	-76.264637	0
30	988948	2020-02-07 23:16:12	630424987505	fraud_Berge-Ullrich	home	32.71	Jennifer	Black	F	2870 Bean Terrace Apt. 756	Thomas	WV	26292	39.1505	-79.503	836	Forensic psychologist	1981-08-29	07dc7386101305e6eccc6746ef399a81	1360278972	38.160413	-80.487044	0
31	1116616	2020-04-09 19:45:32	5359543825610251	fraud_Goyette, Howell and Collier	shopping_pos	4.21	Michael	Francis	M	1833 Jeanette Stravenue	Belgrade	MT	59714	45.7801	-111.1439	18182	Engineer, drilling	1975-06-29	7ff9bd80f50648e8df8a46f98efeb388	1365536732	44.917632	-112.13846	0
32	176646	2020-08-22 15:25:55	3582402971899057	fraud_Hoppe-Parisian	kids_pets	36.01	Michele	Patrick	F	557 Lynn Garden Suite 907	Spirit Lake	ID	83869	47.9657	-116.868	4161	Production manager	1957-06-12	41658654932f47018b39f495980fb037	1377185155	48.702739	-115.96456	0
33	45762	2020-07-06 21:53:20	6011724471098086	fraud_Haag-Blanda	food_dining	26.48	Ann	Lawson	F	144 Evans Islands Apt. 683	Burbank	WA	99323	46.1966	-118.9017	3684	Musician	1981-11-29	e46ed4d3a1fbb7dd2e756d74e56b2b42	1373147600	45.381745	-118.635993	0
34	311437	2019-05-30 22:33:13	3523843138706408	fraud_McLaughlin, Armstrong and Koepp	travel	4.73	Grace	Williams	F	28812 Charles Mill Apt. 628	Plantersville	AL	36758	32.6176	-86.9475	1412	Drilling engineer	1970-11-20	6edf1b613d7347f7ad3f92c70226c84c	1338417193	31.786516	-86.607763	0
35	1209559	2020-05-20 13:41:10	6011252220172077	fraud_Erdman-Schaden	personal_care	7.68	Melvin	Wright	M	210 Dean Causeway Suite 130	Alton	IA	51003	42.9782	-96.0173	1700	Engineer, land	2001-12-19	138b1fbf6ed6019fb02a0f98bda5bc87	1369057270	42.842938	-95.24776	0
36	1233986	2020-05-30 09:05:05	501831082224	fraud_Langworth, Boehm and Gulgowski	shopping_net	6.56	Corey	Jones	M	709 George Underpass Apt. 080	West Decatur	PA	16878	40.9493	-78.3129	1762	Armed forces logistics/support/administrative officer	1962-05-04	a1eff7621b9db776f3fdfa37ce44c548	1369904705	41.715359	-78.66692900000001	0
37	725078	2019-11-05 15:09:07	4806443445305	fraud_Torp-Lemke	misc_pos	9.59	Eric	Patel	M	69459 Rachel Prairie Apt. 850	Ironton	OH	45638	38.5294	-82.6654	21635	Geochemist	2001-07-10	04aee948c3e895212a1f1b151df2d9fd	1352128147	37.718199	-82.323574	0
38	515213	2019-08-11 05:27:05	38859492057661	fraud_Jones, Sawayn and Romaguera	misc_net	4.54	Edward	Sanchez	M	594 White Dale Suite 530	Malad City	ID	83252	42.1808	-112.262	4154	Nature conservation officer	1962-01-19	4585eb616b72dc3f0849500770988f29	1344662825	41.878516	-113.108248	0
39	234338	2019-04-28 07:36:39	3533012926413100	fraud_Marks Inc	gas_transport	100.77	Megan	Bernard	F	128 Nathan Ramp	Barneveld	NY	13304	43.2237	-75.1612	1684	IT trainer	1994-03-01	0c444972d0c465b5297fc4e251ed1973	1335598599	44.10066	-74.829164	0
40	340709	2019-06-09 23:01:25	3576021480694169	fraud_Hammes-Beatty	kids_pets	39.15	Dawn	Gray	F	9486 Joel Common Suite 554	Topeka	KS	66618	39.1329	-95.7023	163415	Secondary school teacher	2004-12-30	0f9665c8e26e0baa141986039171a0d1	1339282885	39.870958	-95.019858	0
41	916632	2019-12-30 03:33:47	4446368897795790	fraud_O'Keefe-Hudson	grocery_pos	85.48	Ryan	Joseph	M	8850 Jessica Center	Atlantic	VA	23303	37.9073	-75.5089	741	Geologist, engineering	1986-08-17	ccb31038d228d2f46b727b18ed47aa34	1356838427	38.460853	-76.450807	0
42	7698	2019-01-06 00:31:10	581508178315	fraud_O'Keefe-Hudson	grocery_pos	101.67	Michael	Vargas	M	933 Martin Rapids	Desdemona	TX	76445	32.2819	-98.5673	407	Clothing/textile technologist	1978-08-08	7bf0d899e9c5b9f007c2867ace61c316	1325809870	31.460555	-98.454189	0
43	579898	2019-09-02 15:31:31	345389171551808	fraud_Mohr Inc	shopping_pos	1021.63	Justin	Fowler	M	5569 Phillips Neck Apt. 003	Coffeeville	MS	38922	33.9215	-89.6782	3451	Financial trader	1984-05-19	c8e8df88807153da9637fbeb9b403844	1346599891	34.228635	-90.366664	0
44	254085	2019-05-06 14:34:00	4561546772499	fraud_Swift PLC	kids_pets	91.86	Daniel	Briggs	M	7118 Jessica Unions Apt. 789	Moriarty	NM	87035	34.9889	-106.0609	7268	Therapist, art	1988-08-04	8848dbbb357908f9a6f94a0f3f98c9e9	1336314840	34.687059999999995	-105.22288799999998	0
45	111055	2020-07-29 18:13:14	3595192916105588	fraud_Hilpert-Conroy	kids_pets	7.33	Dustin	Roberts	M	3283 James Station	Fayetteville	NC	28314	35.0583	-79.008	238602	Scientist, research (maths)	1993-05-14	97539f1a33a2e46d3d5aa2f2b7546d98	1375121594	35.273539	-78.427136	0
46	327463	2020-10-24 23:19:24	5580563567307107	fraud_Kilback, Nitzsche and Leffler	travel	596.67	Stanley	Dickson	M	078 Alex Fields	Smock	PA	15480	39.9961	-79.7678	1946	Charity fundraiser	1990-06-21	ecc60beb2f6604622e85f2eec56bbe32	1382656764	39.912735	-79.749354	0
47	759492	2019-11-21 08:43:41	2305336922781618	fraud_Mohr Inc	shopping_pos	4.24	Jeffrey	Rice	M	21447 Powell Circle	Moulton	IA	52572	40.6866	-92.6833	1132	Probation officer	1961-02-14	1044a51625e7fd5c405848899b63369c	1353487421	40.356402	-92.884413	0
48	1055505	2020-03-14 09:51:37	6011329966782895	fraud_Schamberger-O'Keefe	grocery_pos	191.22	Lauren	Butler	F	030 Seth Divide Suite 355	Tulsa	OK	74131	36.0557	-96.0602	413574	Teacher, special educational needs	1971-09-01	3461cbc8ae8a7aaaa71410c4d9576262	1363254697	36.912041	-95.249052	0
49	774104	2019-11-27 16:17:28	4561546772499	fraud_Botsford and Sons	home	62.9	Daniel	Briggs	M	7118 Jessica Unions Apt. 789	Moriarty	NM	87035	34.9889	-106.0609	7268	Therapist, art	1988-08-04	f7763bcfd8ba37856a77819c1b9669a8	1354033048	35.426269	-106.108327	0
50	538298	2019-08-18 23:29:06	2720894374956739	fraud_Windler, Goodwin and Kovacek	home	36.43	Audrey	Hickman	F	3325 Gregory Square	Mount Clemens	MI	48043	42.5978	-82.8823	16305	Psychologist, sport and exercise	1927-05-25	75262fff9f6950b3a924486bcf497eaa	1345332546	42.863076	-83.654553	0
51	379249	2020-11-16 10:07:28	4562827002127	fraud_Spinka Inc	grocery_net	79.55	Christopher	Johnson	M	28711 Kristine Junction Suite 309	Greenville	OH	45331	40.0987	-84.6342	22930	Media planner	1971-11-26	051b003a36c40d5fac0b0eab284c8720	1384596448	40.149648	-83.803604	0
52	822986	2019-12-09 06:16:32	4997733566924489	fraud_Schultz, Simonis and Little	grocery_pos	188.34	Stephanie	Taylor	F	598 Martin Pine Suite 365	Saint Paul	MN	55128	44.9913	-92.9487	753116	Fisheries officer	1971-08-06	78396049bbeb45186bf8ee185f814267	1355033792	43.992806	-92.5976	0
53	681323	2019-10-17 22:18:32	342952484382519	fraud_Lemke-Gutmann	shopping_net	3.54	Kayla	Jones	F	6033 Young Track Suite 804	East Canaan	CT	6024	42.0158	-73.2913	647	Comptroller	1987-09-26	460ea0b8261c11939617dfef7200e2d9	1350512312	41.197437	-72.89760799999999	0
54	268997	2019-05-13 05:57:00	4003771737807706	fraud_Towne, Greenholt and Koepp	shopping_net	12.53	Danielle	Hayden	F	03368 Michelle Trail	Gregory	AR	72059	35.1791	-91.2594	37	Lecturer, further education	1958-01-01	44a0a3dd40ba7952714376460feedc29	1336888620	34.351139	-90.467979	0
55	929303	2020-01-04 05:54:34	6011305591981276	fraud_Cruickshank-Mills	entertainment	7.17	Daniel	Jones	M	290 Kathryn Fall	Huntsville	AL	35803	34.6205	-86.551	190178	Engineer, automotive	1959-06-06	ac56b392a0b8f847da7f578c94c7c47c	1357278874	35.435962	-85.842138	0
56	1184464	2020-05-10 04:46:27	4599735407877245080	fraud_Rowe, Batz and Goodwin	grocery_pos	86.83	Mary	Myers	F	39787 Pamela Fall Suite 639	Tiptonville	TN	38079	36.3846	-89.4649	5577	Geochemist	1964-12-30	fbaf8225b425a7b111dc17a9b5f5571e	1368161187	35.659592	-89.648866	0
57	486581	2020-12-16 07:01:39	6011492816282597	fraud_Berge LLC	gas_transport	65.48	Gary	Barnes	M	2970 Flores Brooks	Smackover	AR	71762	33.3398	-92.7442	2501	Financial adviser	1986-06-11	2fcd890d76edcff0e42ffb2616bec43b	1387177299	33.090175	-93.67327	0
58	1101276	2020-04-03 06:00:33	378278619832195	fraud_Kassulke Inc	entertainment	190.82	Mary	Mcintyre	F	77921 Costa Villages	Eugene	OR	97403	44.0385	-123.0614	191096	Scientist, physiological	1964-04-06	b3ee2afa33bb9d1152bcce018acd416f	1364968833	43.527147	-122.372277	0
59	588884	2019-09-07 08:51:25	60487002085	fraud_Connelly, Reichert and Fritsch	gas_transport	64.4	David	White	M	66234 Hall Lock Suite 758	Jackson	MS	39211	32.3739	-90.1293	233060	Horticulturist, commercial	1972-08-15	4917c4356ee781dc7e19b35a842af0ce	1347007885	32.981772	-89.2482	0
60	52333	2019-01-31 21:11:04	4191109180926792	fraud_Klocko, Runolfsdottir and Breitenberg	health_fitness	54.06	Jennifer	Spencer	F	477 Wheeler Burg	Amanda	OH	43102	39.6251	-82.7552	4512	Farm manager	1992-10-03	0cc6c0f6b766cfa2063578ebb7bffdf0	1328044264	40.559704	-82.098752	0
61	711668	2019-10-31 02:22:18	3586008444788268	fraud_Moore, Dibbert and Koepp	misc_net	38.1	Crystal	Fuller	F	000 Jennifer Mills	Issaquah	WA	98027	47.4974	-122.0107	50489	Osteopath	1984-02-29	4c6e45853c647cfd69e1fc5b39b46d0c	1351650138	46.955403	-122.060641	0
62	65286	2019-02-08 13:01:54	36360452125889	fraud_Prosacco, Kreiger and Kovacek	home	47.38	Christopher	Raymond	M	766 Potter Well	West Chazy	NY	12992	44.797	-73.5112	4778	Engineering geologist	1954-06-14	65ef148cdf8e9ad438d49bdc7413067f	1328706114	44.263816	-74.29365899999999	0
63	697021	2019-10-24 20:55:01	583699482621	fraud_Reilly and Sons	health_fitness	46.11	Jennifer	Jones	F	5572 Kelly Plains Apt. 952	Waupaca	WI	54981	44.3481	-89.1101	15426	Engineer, civil (contracting)	1936-07-22	caa7165a3b42f0ad0dd83e77ebf86684	1351112101	45.309999	-88.243189	0
64	478202	2020-12-14 18:49:51	4424338559877976	fraud_Windler LLC	kids_pets	36.74	Denise	Barnett	F	23220 Eaton Harbors	Kirby	OH	43330	40.813	-83.4196	118	Private music teacher	1957-11-12	fec0190bb7d88c27e017c7f54231ffc9	1387046991	40.467266	-83.44905	0
65	355278	2020-11-05 19:11:38	3531129874770000	fraud_Abbott-Rogahn	entertainment	213.62	Shelby	Mitchell	F	974 Cindy Stream	Brandon	VT	5733	43.8065	-73.0882	5895	Scientist, marine	1975-07-13	7ebea7558c9bc6d2b2da23a437ae06d0	1383678698	43.488313	-73.549603	0
66	90445	2020-07-22 08:01:30	180056173248083	fraud_Stroman, Hudson and Erdman	gas_transport	74.83	Larry	Warner	M	145 Jeffrey Key Suite 668	Lakeview	MI	48850	43.4269	-85.2924	4474	Emergency planning/management officer	1976-01-15	84955c57f33a652dd99cc50bebe1492d	1374480090	42.471271	-85.624431	0
67	148712	2019-03-21 13:01:09	3511378610369890	fraud_Kertzmann LLC	health_fitness	47.88	James	Cooper	M	663 Ramirez Trace Apt. 951	Huntsville	AL	35811	34.7789	-86.5438	190178	Television production assistant	1973-04-01	011e487a0f35ed84b2f133318822f661	1332334869	35.548943	-87.230632	0
68	516111	2020-12-22 18:23:40	180056173248083	fraud_Runte, Green and Emard	health_fitness	57.68	Larry	Warner	M	145 Jeffrey Key Suite 668	Lakeview	MI	48850	43.4269	-85.2924	4474	Emergency planning/management officer	1976-01-15	3a7ae5dbe80209459a224df197c0224c	1387736620	44.048579	-86.217884	0
69	43223	2020-07-06 08:51:53	6547670341037171	fraud_Kuhic, Bins and Pfeffer	shopping_net	4.78	Bryce	Joseph	M	148 Baker Field	Chester Heights	PA	19017	39.8839	-75.4669	348	Management consultant	1945-05-05	4d24971304a03aee5bc5c7e5af2ffeab	1373100713	40.745863	-76.410698	0
70	321934	2019-06-03 04:59:35	3545109339866548	fraud_Huels-Nolan	gas_transport	100.13	Keith	Sanders	M	8030 Beck Motorway	Moorhead	MS	38761	33.4783	-90.5142	2870	Chartered public finance accountant	1999-03-05	5a9cec969c89bd7df9ede329cf631c3f	1338699575	33.749395	-90.432923	0
71	143639	2019-03-18 17:07:52	2229378226512508	fraud_Pollich LLC	home	67.69	Thomas	Hale	M	949 Smith Parkway	Cazenovia	WI	53924	43.4987	-90.2796	1360	Occupational hygienist	1984-11-06	db2f78d15ca2c0e67f4df071d57f03e7	1332090472	43.062691	-89.41042900000001	0
72	657915	2019-10-07 04:13:51	2703186189652095	fraud_Hayes, Marquardt and Dibbert	misc_net	8.59	Jennifer	Banks	F	561 Perry Cove	Moravian Falls	NC	28654	36.0788	-81.1781	3495	Psychologist, counselling	1988-03-09	4673c885c0521648c660edcab79c4928	1349583231	35.953515	-81.276401	0
73	522305	2020-12-24 13:40:04	3524574586339330	fraud_Botsford Ltd	shopping_pos	7.01	Ashley	Cabrera	F	94225 Smith Springs Apt. 617	Vero Beach	FL	32960	27.633000000000003	-80.4031	105638	Librarian, public	1986-05-07	b7b7f01c93a7366927ac941de1eacc85	1387892404	26.785009	-80.822952	0
74	246474	2020-09-19 08:50:40	4904681492230012	fraud_Schamberger-O'Keefe	grocery_pos	105.29	Lisa	Lowe	F	574 David Locks Suite 207	Cottekill	NY	12419	41.8467	-74.1038	722	Comptroller	1990-10-19	81814cb4755a7dde8e76a6bf71d1705c	1379580640	41.002373	-75.02438599999999	0
75	263379	2019-05-11 09:46:54	3559723917628303	fraud_Torp-Labadie	gas_transport	68.69	Matthew	Huerta	M	622 Williams Trafficway	Ringwood	IL	60072	42.4048	-88.3054	928	Outdoor activities/education manager	1985-05-13	75f246408bef32ee9fc0fad34468d943	1336729614	43.32878	-88.08455	0
76	46472	2020-07-07 02:22:35	30541100351706	fraud_Brekke and Sons	gas_transport	61.23	Derrick	George	M	575 Chapman Union	Spring	TX	77379	30.0377	-95.5326	316665	Education officer, museum	1990-09-12	e1300a6a32ea33356753bdab76a17d9a	1373163755	29.55537	-94.641725	0
77	498807	2019-08-05 00:48:10	4344955088481397	fraud_Padberg-Welch	grocery_pos	101.5	Christopher	Rodgers	M	30587 Fox Shores Apt. 627	Fenelton	PA	16034	40.8555	-79.7372	2054	Communications engineer	1976-09-29	e9a80eac13548312f2638393c37783bb	1344127690	41.797340000000005	-80.421293	0
78	219476	2020-09-07 11:55:21	2720433095629877	fraud_Luettgen PLC	gas_transport	62.1	Mark	Wood	M	854 Walker Dale Suite 488	Bowdoin	ME	4287	44.0575	-69.9656	3224	Engineer, electronics	1997-08-22	b89e48447710aa71f6834ead4d24540d	1378554921	44.925188	-69.753179	0
79	170804	2020-08-19 23:18:51	4208110975550360171	fraud_Quitzon-Goyette	home	84.87	David	Bonilla	M	82073 Jessica Camp	West Green	GA	31567	31.6143	-82.7243	782	Audiological scientist	1982-01-16	d79c9d631bdabfb0805c0319fd1d22c1	1376954331	32.412087	-82.77895600000001	0
80	215215	2020-09-05 20:34:19	30446018552504	fraud_Douglas, Schneider and Turner	shopping_pos	31.1	Felicia	Thomas	F	47035 Murray Harbors	Achille	OK	74720	33.8396	-96.3648	608	Seismic interpreter	1993-05-27	eb86815d3c516a7dd11d179adb491c29	1378413259	34.208763	-97.259363	0
81	227558	2019-04-25 06:21:19	4906628655840914250	fraud_Schmitt Inc	gas_transport	93.07	Charles	Moreno	M	838 Franklin Prairie Apt. 902	Key West	FL	33040	24.6557	-81.3824	32891	Town planner	1987-02-13	30cd2347cf95fc0d3251c7877b4b62c1	1335334879	24.667092	-80.530976	0
82	368925	2019-06-20 05:36:06	4502539526809429801	fraud_Schmeler, Bashirian and Price	shopping_net	58.01	Stephanie	Cummings	F	1025 Robin Square	Ash Flat	AR	72513	36.2201	-91.6421	2856	Hydrologist	1926-08-27	4e086586202c917a48a3b6e60be19147	1340170566	36.071639000000005	-91.513124	0
83	155415	2019-03-24 10:21:33	36485887555770	fraud_Paucek-Wiza	grocery_net	16.41	Michael	Gross	M	230 Ryan Tunnel Apt. 025	Fulton	OH	43321	40.4971	-82.8342	267	Facilities manager	2005-01-29	a2563eae14f526b84b30e40ca059615c	1332584493	39.645777	-82.065352	0
84	257855	2019-05-08 13:10:44	4755696071492	fraud_Kassulke Inc	entertainment	18.58	Robert	Evans	M	01892 Patricia Vista Apt. 828	Sachse	TX	75048	32.9643	-96.6012	20328	Site engineer	1985-06-20	ec75d3c53965f2f3edf3898dc47f258e	1336482644	33.829698	-96.074837	0
85	535011	2019-08-18 04:04:55	6597888193422452	fraud_Boehm, Predovic and Reinger	misc_pos	6.86	Bill	Lane	M	4725 Hurst Curve Apt. 634	Holliday	TX	76366	33.6751	-98.6576	2317	Chief Technology Officer	1964-08-23	e34be964c3947bc2bc041b7ca36564c3	1345262695	33.661697	-98.396791	0
86	914788	2019-12-29 20:39:44	3589255887819806	fraud_Bruen-Yost	misc_pos	16.93	David	Miller	M	622 Bradley Knoll Apt. 758	Hancock	MD	21750	39.6991	-78.1762	3766	Press photographer	1984-02-14	f210936a519f6cacaccdf1f0b0b0fa39	1356813584	38.743078	-78.362288	0
87	920910	2019-12-30 20:31:43	676102124465	fraud_Bode-Schuster	kids_pets	27.48	Natasha	Mclaughlin	F	8699 Lindsay Ford Apt. 486	Napa	CA	94558	38.4549	-122.2564	94014	Airline pilot	1985-08-21	02074ea4dd1d3d1a3c8448e37b57c625	1356899503	38.536618	-122.934593	0
88	6844	2020-06-23 06:00:25	377895991033232	fraud_Barton Inc	grocery_pos	75.5	Kimberly	Myers	F	6881 King Isle Suite 228	Higganum	CT	6441	41.4682	-72.5751	5438	Librarian, academic	1964-11-17	48cfe28ba678413cd454d1c06ac63f65	1371967225	40.609542	-72.060828	0
89	820609	2019-12-08 20:58:29	639023984367	fraud_Dickinson Ltd	personal_care	18.59	Destiny	Lowe	F	79472 Stevens Trace Apt. 120	Hannawa Falls	NY	13647	44.6087	-74.9732	69	Chief Executive Officer	1991-06-05	6b5ba6c56eb2c9edc0c77897eb2adcef	1355000309	45.128778	-75.486335	0
90	93316	2019-02-24 22:17:05	568279015842	fraud_Streich, Rolfson and Wilderman	kids_pets	66.97	Micheal	Hernandez	M	6139 Mark Rapid Apt. 651	Christine	ND	58015	46.5522	-96.7909	291	Television floor manager	1991-05-01	5482b505e32eabc137b504c14732c30f	1330121825	45.845539	-95.890924	0
91	393061	2020-11-22 16:53:07	4220345354880	fraud_Denesik, Powlowski and Pouros	home	41.63	Patrick	Torres	M	27386 Snyder Station	Oxford	MI	48371	42.8223	-83.2829	24840	Agricultural consultant	1960-01-20	40df389b1332a97699c040c5b3981dfc	1385139187	42.398149	-82.62293000000001	0
92	241616	2019-05-01 03:49:24	4935858973307492	fraud_Kerluke, Kertzmann and Wiza	misc_net	86.76	Lance	Wagner	M	6003 Brady Shoal Apt. 449	Irwinton	GA	31042	32.8088	-83.17399999999999	1841	Film/video editor	1975-06-01	d82540b156e9c577bac4cd7878eb6f48	1335844164	32.612421999999995	-83.299251	0
93	499464	2019-08-05 05:49:22	180072527505094	fraud_Lockman Ltd	grocery_pos	79.1	Cody	Miller	M	25748 John Wells	Mooresville	NC	28117	35.584	-80.8685	69793	Control and instrumentation engineer	1953-12-08	02777dab222658ca56bb1d77e7820389	1344145762	36.248461	-81.65427	0
94	1252726	2020-06-05 19:49:48	3590736522064285	fraud_Durgan, Gislason and Spencer	home	21.68	Kimberly	Gonzalez	F	72966 Shannon Pass Apt. 391	Bauxite	AR	72011	34.5091	-92.4828	4074	Scientist, audiological	1975-12-20	c6c2206749713eee63f8e174e6f18c31	1370461788	33.738682	-91.673884	0
95	180393	2020-08-23 20:44:50	4826655832045236	fraud_Hintz, Bauch and Smith	health_fitness	4.49	Tami	Forbes	F	5204 Robinson Plaza Suite 897	Barnstable	MA	2630	41.6983	-70.3001	1850	Counselling psychologist	1963-12-29	3976fb6bcf764817736f9a60b555f522	1377290690	41.843004	-69.388876	0
96	585564	2019-09-05 15:56:10	342952484382519	fraud_Moore, Williamson and Emmerich	home	14.19	Kayla	Jones	F	6033 Young Track Suite 804	East Canaan	CT	6024	42.0158	-73.2913	647	Comptroller	1987-09-26	2729612a6d80db83a7bad5609100a68e	1346860570	42.84369	-74.247354	0
97	190994	2019-04-08 15:20:21	3589289942931264	fraud_Padberg-Sauer	home	140.71	Paula	Estrada	F	350 Stacy Glens	Spencer	SD	57374	43.7557	-97.5936	343	Development worker, international aid	1972-03-05	3b27551a0eed75c52bb3ca283d3d1c9f	1333898421	44.037685	-97.523805	0
98	184034	2020-08-24 19:20:17	4119762878330989	fraud_Friesen Ltd	health_fitness	5.28	Melinda	Gutierrez	F	1497 West Gateway	Eureka	IL	61530	40.7152	-89.2706	6713	Archivist	1945-08-19	d6a4a7bf64d97867940f3ece2e61a57f	1377372017	41.494698	-89.783451	0
99	162833	2019-03-27 13:32:31	571365235126	fraud_Champlin-Casper	home	55.7	Barbara	Taylor	F	0069 Robin Brooks Apt. 695	Elberta	MI	49628	44.5995	-86.2141	372	Exhibitions officer, museum/gallery	1995-07-12	c9372460b58511fa5315d91d2b211f3c	1332855151	44.06524	-85.932386	0
100	390328	2020-11-21 12:34:56	3567697931646329	fraud_Kerluke-Abshire	shopping_net	9.62	John	Stevens	M	428 Morgan River	Hudson	NY	12534	42.247	-73.7552	17867	Travel agency manager	1998-07-29	2014875505b0cff60ab2452a81d82577	1385037296	42.715521	-74.022315	0
101	576702	2019-09-01 17:20:37	4584931703207308232	fraud_Kuhn LLC	shopping_pos	45.94	Amanda	Gomez	F	8152 Brittany Centers	Dallas	TX	75218	32.8463	-96.6972	1263321	Designer, ceramics/pottery	1975-04-16	86fb107d1b65c713d10e59e87a7a78d1	1346520037	32.790069	-97.087094	0
102	737890	2019-11-11 09:09:58	30270432095985	fraud_Conroy-Cruickshank	gas_transport	62.89	Lisa	Lin	F	908 Brooks Brook	Lomax	IL	61454	40.6761	-91.0391	725	Environmental consultant	1972-11-28	5c76518955b8b5df4c9c595b09f9ac46	1352624998	39.921319	-91.329484	0
103	17372	2020-06-27 13:28:08	4951647200979051	fraud_Weber and Sons	food_dining	26.94	Kimberly	Miller	F	75533 Tamara Valleys	Logan	IL	62856	37.9943	-88.9417	324	Scientist, research (physical sciences)	1976-06-15	5e120c64ecf6fbb0d498024c54cd0bd9	1372339688	37.682523	-89.266378	0
104	499902	2019-08-05 09:04:53	4476840372112	fraud_Cummings LLC	gas_transport	81.7	Steven	Walters	M	3206 Hall Divide Suite 282	Woodville	AL	35776	34.6689	-86.2296	3395	Editor, commissioning	1979-01-21	fd7ab054d5646c216a8910ceeab6d3c5	1344157493	34.492698	-85.886448	0
105	371152	2019-06-21 04:15:41	4560395181594436016	fraud_McCullough Group	grocery_net	58.25	Angela	Taylor	F	6343 Ramirez Skyway Apt. 518	Lakeport	CA	95453	39.047	-122.9328	11256	Podiatrist	1972-10-18	6427eec77b1ff2712853d8bb42ae9ec3	1340252141	39.654235	-123.669021	0
106	241042	2019-04-30 19:12:17	4003989662068504	fraud_Graham, Hegmann and Hammes	food_dining	1.78	Chris	White	M	98897 Bennett Lodge	Bessemer	AL	35022	33.3224	-86.9657	71463	Radio broadcast assistant	1989-02-08	256c1faef2bb04b08e2c600d0510ced1	1335813137	32.691777	-86.529949	0
107	154330	2020-08-14 12:09:04	4220345354880	fraud_McCullough, Hudson and Schuster	food_dining	93.15	Patrick	Torres	M	27386 Snyder Station	Oxford	MI	48371	42.8223	-83.2829	24840	Agricultural consultant	1960-01-20	98dc6fb290d47d8a60df8ca34f0b209c	1376482144	43.017883000000005	-83.518641	0
108	1222800	2020-05-25 22:41:08	180084695172649	fraud_Conroy Ltd	shopping_pos	8.8	Holly	Mann	F	7644 Joseph Fields	Nokomis	IL	62075	39.3036	-89.2853	3458	Building surveyor	1985-12-08	ba76b53c4d94df6ce1e47eed7605e7f6	1369521668	39.574063	-89.416234	0
109	282309	2020-10-04 22:55:55	3540075240003197	fraud_Conroy Ltd	shopping_pos	125.96	Christian	Johns	M	892 Solis Neck	Lonsdale	MN	55046	44.4477	-93.4252	5211	Chief Strategy Officer	1987-01-27	353d4eaafe1ffb8e89da7fac18c0e8bb	1380927355	44.800376	-93.399441	0
110	734918	2019-11-10 10:09:27	30263540414123	fraud_Bins-Rice	gas_transport	44.2	Erik	Patterson	M	162 Jessica Row Apt. 072	Hatch	UT	84735	37.7175	-112.4777	258	Geoscientist	1961-11-24	f51c69d201e5081a6d7240a54d1ed03b	1352542167	38.64762	-113.095082	0
111	311748	2019-05-31 01:38:20	30561214688470	fraud_Adams, Kovacek and Kuhlman	grocery_net	28.37	Gina	Morrison	F	41851 Victor Drives Suite 219	Allentown	PA	18103	40.5891	-75.4645	166081	Scientist, research (maths)	1998-10-01	acba1bb430532ec6476a39d0e681a032	1338428300	40.484156	-75.046678	0
112	41769	2020-07-05 22:32:21	6011197122270059	fraud_Kautzer and Sons	personal_care	5.3	Vincent	Ward	M	06730 Joshua Isle Suite 555	North Brookfield	MA	1535	42.2665	-72.0821	4680	Field seismologist	1986-04-03	2bf8609146cf4990de9642c17ee243f1	1373063541	41.555011	-71.66117	0
113	293618	2019-05-24 17:04:09	3562264947797243	fraud_Yost, Schamberger and Windler	kids_pets	2.2	Anthony	Velasquez	M	609 Hunt Grove	Saint Francis	KY	40062	37.6047	-85.4251	301	Research officer, political party	1967-03-17	60dbb243a8a1db61089da417d4627513	1337879049	38.367135	-85.155315	0
114	581483	2019-09-03 04:13:15	4044436772018844508	fraud_Kutch and Sons	grocery_pos	204.6	Amy	Abbott	F	01505 Amy Stravenue	Dayton	OH	45415	39.8355	-84.2613	479994	Environmental manager	1970-11-09	9543849e6fe58640330207c76ea8c523	1346645595	40.81571	-84.78667800000001	0
115	760587	2019-11-21 22:00:43	6011552879910390	fraud_O'Keefe-Wisoky	food_dining	59.11	Robert	Long	M	529 Joshua Knoll Apt. 511	Lonetree	WY	82936	41.0552	-110.1603	49	Research scientist (physical sciences)	1981-07-05	59ffdb205fc0e2b63482644aa1500c20	1353535243	40.482303	-109.45731	0
116	199914	2019-04-13 07:30:08	630451534402	fraud_Raynor, Reinger and Hagenes	gas_transport	34.4	Rachel	Daniels	F	561 Little Plain Apt. 738	Wetmore	MI	49895	46.3535	-86.6345	765	Immunologist	1972-06-12	94256b2a9890c59637479c1677abf6a7	1334302208	45.934393	-86.922186	0
117	293222	2020-10-09 18:39:04	30238755902988	fraud_Medhurst Inc	home	120.83	Danielle	Yu	F	5395 Colon Burgs Suite 037	Thrall	TX	76578	30.592	-97.2893	1766	Press sub	1976-01-02	9c9b138fe55206aea752865df4a46a85	1381343944	31.382828000000003	-98.038938	0
118	471614	2019-07-27 01:50:42	4208110975550360171	fraud_Kemmer-Buckridge	misc_pos	31.39	David	Bonilla	M	82073 Jessica Camp	West Green	GA	31567	31.6143	-82.7243	782	Audiological scientist	1982-01-16	f8ea10b353b251ab711dba9c487067c8	1343353842	31.836669	-82.165779	0
119	448260	2019-07-18 14:38:59	4334230547694630	fraud_Mante, Luettgen and Hackett	health_fitness	132.68	Scott	Martin	M	7483 Navarro Flats	Freedom	WY	83120	43.0172	-111.0292	471	Education officer, museum	1967-08-02	6afa5d1b14285a56526e548794b03e83	1342622339	42.474462	-110.483245	0
120	191420	2019-04-08 18:09:30	3575789281659026	fraud_Kris-Padberg	shopping_pos	4.64	Lindsay	Wilson	F	7618 Gonzales Mission	Centerview	MO	64019	38.7897	-93.8702	2368	Electronics engineer	1989-07-17	5ae2d9ce50a2ac58b3dfc30e3c900074	1333908570	39.150113	-93.930086	0
121	614923	2019-09-18 10:59:51	4969856774088583	fraud_Huel Ltd	misc_net	11.66	Jacqueline	Prince	F	27823 Andrew Underpass Suite 948	Metairie	LA	70003	29.9975	-90.2146	137067	Advertising account planner	1951-12-04	a27c8e72ae71217d5a641a1dd1cf3929	1347965991	30.451868	-89.910384	0
122	397070	2019-06-30 08:25:34	4783226709001	fraud_Bernhard, Grant and Langworth	shopping_pos	9.88	Jessica	Garcia	F	13108 Jennifer Passage	Mc Cracken	KS	67556	38.5957	-99.554	320	Film/video editor	1961-04-22	1653f5c4c6e7f5641b4462c425081861	1341044734	38.14208	-100.052838	0
123	307710	2019-05-29 07:45:39	213186880359195	fraud_Bashirian Group	shopping_net	100.66	Craig	Franco	M	9242 Vanessa Ramp Apt. 525	Smithfield	IL	61477	40.4855	-90.2856	631	Futures trader	1973-02-14	9ff4864e5132f618f93ac1e4c7fb1e02	1338277539	40.587051	-89.855083	0
124	55504	2020-07-10 16:15:11	3536918668124647	fraud_Schmeler-Howe	personal_care	18.06	Michelle	Juarez	F	44864 Melton Vista Suite 310	San Jose	CA	95148	37.3304	-121.7913	973849	Science writer	1955-06-12	e86dc9ff27950e5a41167aeaee8d7f20	1373472911	36.749906	-120.86907	0
125	141490	2020-08-09 22:41:09	2712209726293386	fraud_Heaney-Marquardt	entertainment	101.28	Jenna	Brooks	F	50872 Alex Plain Suite 088	Baton Rouge	LA	70808	30.4066	-91.1468	378909	Designer, furniture	1977-02-22	e5cd095e76d6e498c647cdc8a4000d6b	1376088069	30.602862	-91.138064	0
126	334889	2020-10-27 12:48:52	4158945090781624	fraud_Auer-West	shopping_net	53.48	Justin	Bell	M	5323 Walker Island	Pittsburgh	PA	15217	40.4308	-79.9205	687276	Scientist, marine	1973-10-19	ded275c2e0c57c6eacd62248111e6836	1382878132	40.119363	-79.46137900000001	0
127	811313	2019-12-07 08:16:18	4653879239169997	fraud_Christiansen, Goyette and Schamberger	gas_transport	48.25	Monica	Tucker	F	302 Christina Islands	Smiths Grove	KY	42171	37.0581	-86.1938	6841	Therapist, sports	1999-06-06	16bbb54f309fa79456b43a575627e904	1354868178	36.418999	-86.097105	0
128	976754	2020-01-31 19:44:10	4810839835482794272	fraud_Larkin Ltd	kids_pets	72.01	Carolyn	Perez	F	433 Blake Roads Suite 967	Wheaton	MO	64874	36.7651	-94.0492	760	Production manager	1985-08-31	9572e9d796b025b53f13dc7ce0ea750e	1359661450	37.265886	-94.583911	0
129	242079	2020-09-16 20:29:30	30273037698427	fraud_Pouros-Haag	shopping_pos	178.02	Andrew	Patterson	M	06959 Stephen Branch Suite 246	Thida	AR	72165	35.5762	-91.4539	111	Careers information officer	2000-06-13	d800707b0cd14043fd43bfcd4b933da5	1379363370	35.74371	-91.862131	0
130	1066949	2020-03-18 17:57:58	30044330818990	fraud_McLaughlin, Armstrong and Koepp	travel	4.85	Allison	Ayala	F	87665 Karen Mill Apt. 586	Fort Myers	FL	33967	26.4722	-81.8122	224256	Paramedic	1985-08-29	5864f7b8ec7ebf8a37db9e8034e5e531	1363629478	27.44717	-82.64413499999999	0
131	189940	2020-08-26 16:13:16	4658490815480264	fraud_Breitenberg-Hermiston	kids_pets	3.3	Tara	Richards	F	4879 Cristina Station	Keisterville	PA	15449	39.9636	-79.7853	184	Systems developer	1945-11-04	4654b786361ee92c11fb2e40bb6d8dd5	1377533596	40.616361	-79.647568	0
132	312615	2020-10-18 11:14:47	213198837352314	fraud_Koepp-Parker	grocery_pos	103.59	John	Vega	M	4483 Sharp Ferry Apt. 468	Garfield	KS	67529	38.0649	-99.2374	365	Equality and diversity officer	1991-02-03	30d68677631dbf8862d33df886329d5c	1382094887	37.637872	-99.792134	0
133	181307	2020-08-24 02:19:37	30343344410970	fraud_Lehner, Reichert and Mills	misc_pos	9.5	Jacob	Dawson	M	663 Anna Plaza	Marienville	PA	16239	41.4622	-79.1306	4172	Copywriter, advertising	1962-03-20	cfccf810898b03167fcc0683ccf0873a	1377310777	41.037458	-79.35654699999999	0
134	63946	2019-02-07 13:29:30	4761403817546679245	fraud_Simonis-Prohaska	misc_pos	8.34	Diana	Jacobs	F	69608 Perez Mountain Apt. 006	Viola	AR	72583	36.3924	-91.9932	1679	Psychiatric nurse	1986-05-02	ac941fca96bef026910a5631ba1ecdee	1328621370	36.507452	-92.209473	0
135	408550	2020-11-29 15:53:52	30487648872433	fraud_Becker, Harris and Harvey	personal_care	14.96	Stephanie	Crane	F	144 Martinez Curve	Central	IN	47110	38.097	-86.1723	350	Counsellor	1955-01-05	bb48d047765f8db2385eb82aa813e500	1385740432	37.691013	-85.959177	0
136	175531	2019-04-01 18:32:30	581686439828	fraud_Kihn-Fritsch	food_dining	29.32	Larry	House	M	911 Sabrina Trafficway	Cochranton	PA	16314	41.5205	-80.0573	5507	Retail merchandiser	1973-07-28	b1dddec7b083d2149d4a3acff6f8b97e	1333305150	42.273148	-79.14967299999999	0
137	292243	2019-05-24 01:26:52	4769426683924058915	fraud_Kerluke, Considine and Macejkovic	misc_net	9.98	Andrea	Cruz	F	26572 Hodge Villages Suite 512	Mifflin	PA	17058	40.5553	-77.4001	1909	Mining engineer	1954-08-22	9f4abdcb188c30e134ebc6a069fa383d	1337822812	40.717574	-76.925887	0
138	1118022	2020-04-10 15:24:28	4302480582202074	fraud_Schmidt-Larkin	home	5.22	David	Rodriguez	M	821 Solis Points	Muskegon	MI	49440	43.2326	-86.2492	128715	Historic buildings inspector/conservation officer	1995-05-25	d7e101122203f3f031eeda5811e0930e	1365607468	43.277794	-86.132535	0
139	7827	2019-01-06 02:13:26	3553629419254918	fraud_Kuvalis Ltd	gas_transport	41.19	Sharon	Johnson	F	7202 Jeffrey Mills	Conway	WA	98238	48.34	-122.3456	85	Research officer, political party	1984-09-01	8946b92ed5023b6edb2336c76bbf7a03	1325816006	49.086321000000005	-121.836225	0
140	277901	2019-05-17 19:47:47	4384910379661778	fraud_Eichmann, Hayes and Treutel	travel	9.77	Michelle	Russell	F	55505 Christy Via	Hawley	MN	56549	46.9777	-96.4092	4508	Naval architect	1949-04-24	9a84f29867be6d1e1ef6c9972789e05e	1337284067	46.603922	-95.872936	0
141	516796	2020-12-22 20:43:06	30364087349027	fraud_Osinski Inc	personal_care	46.8	Samuel	Sandoval	M	0005 Morrison Land	Mounds	OK	74047	35.8896	-96.0887	7163	Fitness centre manager	1982-02-05	ce8ee84f20ba6dfbbdc5f762d536f334	1387744986	35.981881	-96.957833	0
142	1010041	2020-02-20 01:30:24	3534330126107879	fraud_Hudson-Ratke	grocery_pos	97.58	Jeffrey	Smith	M	713 Scott Pike Apt. 712	Bridger	MT	59014	45.2857	-108.9082	1446	Chartered loss adjuster	1978-01-15	c394df8b88223904f67cff570e9d484c	1361323824	45.250244	-109.014971	0
143	48483	2019-01-29 08:09:46	3575789281659026	fraud_Miller-Harris	misc_net	9.6	Lindsay	Wilson	F	7618 Gonzales Mission	Centerview	MO	64019	38.7897	-93.8702	2368	Electronics engineer	1989-07-17	2cdf5b266756b7a6436a24e6e429c09d	1327824586	39.365311	-94.1127	0
144	419668	2020-12-01 15:28:40	4365382885912355	fraud_Romaguera Ltd	health_fitness	74.6	Robert	Goodman	M	956 Paul Fields Suite 108	Orr	MN	55771	48.1439	-92.8561	1680	Horticultural therapist	1976-12-10	d8ab51520a2571548c7a2856ee17628c	1385911720	48.579819	-92.280161	0
145	343135	2020-10-31 19:28:55	4861310130652566408	fraud_Barrows PLC	shopping_pos	292.65	Ashley	Cruz	F	65417 Walsh Radial Suite 691	Saint Amant	LA	70774	30.2385	-90.8435	10076	Surveyor, rural practice	1977-12-16	e9dc2b11ef2236ce542dd267da599bfb	1383247735	29.253669	-90.453403	0
146	916307	2019-12-30 01:58:55	4066595222529	fraud_Gutmann Ltd	grocery_net	28.64	Jamie	Olson	F	3423 Michael Canyon Suite 276	River	KY	41254	37.8795	-82.7251	571	Quarry manager	1931-03-07	fc670063b6281670c065156e76e290e8	1356832735	37.832681	-83.463916	0
147	165138	2019-03-28 19:41:48	3518758680062249	fraud_Rau-Grant	kids_pets	4.24	Antonio	Koch	M	8738 Richard Brooks	Moab	UT	84532	38.5677	-109.5271	9772	Location manager	1989-11-24	a1e5d12e88622333602e6b468263b6d7	1332963708	39.179805	-108.754714	0
148	815113	2019-12-07 23:42:49	2720830304681674	fraud_Pagac LLC	shopping_pos	1.37	Melissa	Aguilar	F	21326 Taylor Squares Suite 708	Clarksville	TN	37040	36.522	-87.34899999999999	151785	Pathologist	1974-03-28	819ff4c06428699b2232e66f86826434	1354923769	35.888112	-86.597757	0
149	399063	2020-11-24 16:36:02	6011679934075347	fraud_Hagenes, Hermann and Stroman	travel	7.68	Jennifer	Gonzalez	F	5517 Stacy Land	Jelm	WY	82063	41.0539	-106.0763	100	Public librarian	1974-04-16	f8bb46eb82cb0c5ada5cd1e1b0c59884	1385310962	41.225572	-105.236539	0
150	971165	2020-01-27 18:03:18	30197398657930	fraud_Nienow PLC	entertainment	105.7	April	Johnson	F	9727 Deleon Mountain	Creedmoor	NC	27522	36.1124	-78.6476	12335	Chief Strategy Officer	1987-09-19	6b46877e93fd0914099418c07d76a6f7	1359309798	35.14849	-78.737813	0
151	86311	2020-07-21 02:10:06	4841313716651064	fraud_Rowe-Vandervort	grocery_net	49.63	Omar	Gay	M	2161 Blankenship Freeway	West Hartford	VT	5084	43.7185	-72.4439	140	Development worker, community	1989-10-28	abffdbad91c213e82a91900a59e48aff	1374372606	43.58161	-72.224687	0
152	682966	2019-10-18 20:02:57	4377338765909719	fraud_Kutch-Wilderman	home	38.78	Nicholas	Mcmahon	M	2123 Jonathan Falls Suite 753	Heiskell	TN	37754	36.115	-84.0438	4729	Geologist, wellsite	1982-04-19	972d8900f220ff2ebc08cfb4df6ed6ec	1350590577	37.109221000000005	-84.390201	0
153	39820	2020-07-05 11:00:14	676369110710	fraud_Conroy-Cruickshank	gas_transport	67.82	David	Wolfe	M	81261 Garcia Underpass Suite 741	Southfield	MI	48034	42.4969	-83.2911	75830	Engineer, automotive	1974-12-28	47a05876ea19c64694eab40cb7269277	1373022014	42.39425	-83.073279	0
154	301135	2020-10-12 21:07:03	4449530933957323	fraud_Breitenberg LLC	travel	8.74	Felicia	Mckee	F	84079 Thomas Burgs	Tomales	CA	94971	38.2427	-122.9145	337	Occupational psychologist	1954-07-05	aa29bfc42b17981d9c404ed454936bfd	1381612023	38.256733	-122.672913	0
155	1181973	2020-05-08 22:11:27	30199621383748	fraud_Denesik and Sons	shopping_pos	4.7	Theresa	Powell	F	117 Natasha Vista Suite 936	Leonard	TX	75452	33.4044	-96.2238	4090	Sub	1977-03-23	1c8518f08183f0cc064a6e8d86be0b15	1368051087	32.429276	-96.409992	0
156	736852	2019-11-10 23:04:07	30131826429364	fraud_Crona and Sons	kids_pets	23.82	Brianna	Foley	F	57256 Raymond Ports	Knoxville	TN	37932	35.9335	-84.1481	391389	Designer, industrial/product	1994-04-22	da628b1d3611ef62d93753b55ea55fc2	1352588647	36.005043	-83.388044	0
157	1040532	2020-03-07 22:28:25	4906628655840914250	fraud_Windler LLC	kids_pets	37.54	Charles	Moreno	M	838 Franklin Prairie Apt. 902	Key West	FL	33040	24.6557	-81.3824	32891	Town planner	1987-02-13	58f37c673b6a1a0de95de70334b2e566	1362695305	24.468595	-81.470427	0
158	349625	2019-06-13 12:03:22	4629451965224809	fraud_Reichert, Rowe and Mraz	shopping_net	5.79	Karen	Warren	F	4900 Curtis Gardens Suite 952	Hahira	GA	31632	30.9416	-83.3574	10295	Teacher, special educational needs	1997-12-26	0a43e21d8af6e1f59a144ee612ecc93f	1339589002	31.260917	-82.47137099999999	0
159	130423	2019-03-12 23:16:04	2254917871818484	fraud_Renner Ltd	home	4.1	Margaret	Gibson	F	382 Williams Stream Suite 197	Scotland	MD	20687	38.0828	-76.3477	313	Insurance underwriter	1976-03-26	43fde6ce4617991dfce8ecf392ca308b	1331594164	39.065115000000006	-76.414606	0
160	502344	2020-12-20 13:25:58	3575540972310993	fraud_Sporer-Keebler	personal_care	85.3	Rachel	Villarreal	F	250 Carrie Throughway	University	MS	38677	34.3396	-89.5736	4198	Curator	2001-06-22	b1ba67c03c97f112934733dfb4756435	1387545958	33.597012	-89.32198100000001	0
161	127125	2019-03-11 11:16:02	213161293389774	fraud_Terry, Johns and Bins	misc_pos	8.5	Catherine	Weber	F	74890 Rodriguez Springs Apt. 540	West Henrietta	NY	14586	43.0397	-77.6871	10256	Teacher, primary school	1968-06-24	166ad5e9fe13ee796431927196df58b1	1331464562	43.420425	-77.018293	0
162	202654	2020-08-31 14:14:10	6011348830550197	fraud_Swaniawski, Nitzsche and Welch	health_fitness	59.91	Samuel	Johnston	M	16285 Jessica Lights	Birmingham	AL	35229	33.4629	-86.7904	493806	Musician	1980-07-12	267ff530fa3a8ddc0328ea3fef8577d1	1377958450	33.255771	-86.71754399999999	0
163	281949	2020-10-04 20:13:39	4147608975828480	fraud_Morissette-Schaefer	personal_care	108.86	Edward	Tapia	M	354 Gutierrez Gateway	Comfrey	MN	56019	44.1111	-94.9134	914	Health and safety adviser	1944-07-26	205d0d8f313364da3a8942c06674b8b1	1380917619	44.02259	-94.261888	0
164	97846	2019-02-26 21:28:52	3565423334076143	fraud_Leffler-Goldner	personal_care	1.1	Nathan	Thomas	M	4923 Campbell Pines Suite 717	Carlisle	IN	47838	38.9763	-87.3667	4081	Energy engineer	1938-03-15	52f2d5f63ae409e4d480cfaaa60cb012	1330291732	39.415171	-88.21811	0
165	767165	2019-11-24 16:18:17	3596357274378601	fraud_Bode-Schuster	kids_pets	4.64	David	Everett	M	4138 David Fall	Morrisdale	PA	16858	41.0001	-78.2357	3688	Advice worker	1973-05-27	6b461664313e60b3c73434d2b49f624f	1353773897	41.113971	-77.257704	0
166	1174868	2020-05-05 09:36:41	3595192916105588	fraud_Ferry, Lynch and Kautzer	misc_net	8.58	Dustin	Roberts	M	3283 James Station	Fayetteville	NC	28314	35.0583	-79.008	238602	Scientist, research (maths)	1993-05-14	f407463030ba3836e26adaa322a8ddbb	1367746601	34.130323	-78.798697	0
167	846966	2019-12-15 00:38:47	4181833256558613886	fraud_Hackett-Lueilwitz	grocery_pos	98.51	Jessica	Potter	F	7600 Stephen Course Suite 031	Red River	NM	87558	36.6659	-105.4694	606	Surveyor, land/geomatics	1988-09-06	7cc9b99db3df459967a4e81383ca90f4	1355531927	37.618668	-105.224995	0
168	1009962	2020-02-19 23:56:43	6011360759745864	fraud_Bogisich-Weimann	kids_pets	24.58	Steven	Williams	M	231 Flores Pass Suite 720	Edinburg	VA	22824	38.8432	-78.6003	6018	Designer, multimedia	1947-08-21	57df11124fe3e766442fc410bda72408	1361318203	38.350313	-78.81494	0
169	174985	2019-04-01 14:48:01	4998109455173950	fraud_O'Connell, Botsford and Hand	home	33.24	Mary	Pruitt	F	2819 Luke Greens Suite 563	Kansas City	MO	64114	38.9621	-94.5959	545147	Counsellor	1987-11-18	7c238c8491ecd36e27fcbb733c23a6ee	1333291681	39.468669	-95.364469	0
170	424178	2020-12-02 16:07:59	374930071163758	fraud_Larson-Moen	entertainment	27.07	Daniel	Escobar	M	61390 Hayes Port	Romulus	MI	48174	42.2203	-83.3583	31515	Police officer	1971-11-05	13244a0d1db71581f55af9856b954502	1386000479	41.226869	-84.248134	0
171	214178	2019-04-19 16:21:50	370877495212014	fraud_Wuckert-Goldner	home	46.51	Sarah	Clark	F	25961 Beverly Union Apt. 042	North Wilkesboro	NC	28659	36.2017	-81.1286	21134	Dispensing optician	1984-03-06	a3b934892a3d338ea67aa46255345358	1334852510	36.588593	-80.447666	0
172	1249268	2020-06-04 07:23:57	2713913904780408	fraud_Volkman PLC	food_dining	54.97	Jacqueline	Howard	F	4511 Choi Lock	Delhi	LA	71232	32.3929	-91.4714	6581	Multimedia programmer	1964-02-13	b908093e3dc22d842115c39234249782	1370330637	31.489184	-90.820661	0
173	401591	2020-11-25 23:01:31	4467456915153312231	fraud_Pollich LLC	home	35.32	Rita	Myers	F	75703 Hernandez Corner Suite 348	Tampa	FL	33620	28.06	-82.4079	717255	Waste management officer	1966-09-16	ed7bbb4ff32d929729f00651aa3a6b0a	1385420491	27.384737	-82.58872099999999	0
174	207021	2019-04-15 17:06:20	344342339068828	fraud_McDermott, Osinski and Morar	home	32.87	Ruth	Fuller	F	37732 Joe Courts Apt. 752	Darien	GA	31305	31.3826	-81.4312	5989	Tax adviser	1967-05-05	a44cf1ae38b702cab4ea2a06b3b9c170	1334509580	31.285064	-80.729164	0
175	1125394	2020-04-13 16:06:13	6597888193422452	fraud_Adams-Barrows	health_fitness	14.59	Bill	Lane	M	4725 Hurst Curve Apt. 634	Holliday	TX	76366	33.6751	-98.6576	2317	Chief Technology Officer	1964-08-23	19cec646966a2a7d8d1f91b51a6ba86c	1365869173	34.301723	-97.880542	0
176	611226	2019-09-16 14:21:52	4900628639996	fraud_Rau-Grant	kids_pets	9.75	Michael	Johnson	M	094 Owens Underpass	Norwalk	CA	90650	33.9056	-118.0818	105549	Firefighter	1973-09-22	7f50f279b197241f64387b9f510b95cb	1347805312	33.345654	-118.885247	0
177	78644	2019-02-16 12:05:17	3521417320836166	fraud_Streich Ltd	home	27.1	Angela	Hodges	F	08236 Kim Hill	Indianapolis	IN	46254	39.849	-86.272	910148	Firefighter	1975-11-30	b31e6b60ddcf0f338cf10aa91c357822	1329393917	38.89456	-86.84464200000001	0
178	358767	2020-11-07 17:01:52	4587657402165341815	fraud_Breitenberg LLC	travel	7.98	Amber	Lewis	F	6296 John Keys Suite 858	Pembroke Township	IL	60958	41.0646	-87.5917	2135	Psychotherapist, child	2004-05-08	c5d0c7f6d3e85bcfcfc9b4a82763ba7c	1383843712	41.116383	-86.875327	0
179	819545	2019-12-08 17:40:38	4358137750029944984	fraud_Lemke and Sons	travel	1.53	Dawn	Stephens	F	91542 Marissa Shores Apt. 053	Oran	IA	50664	42.7012	-92.0762	53	Sports administrator	1972-10-05	8fa39abf5d66bac62ae86581c31377b0	1354988438	43.576789	-92.81747	0
180	294554	2019-05-25 01:19:12	4358137750029944984	fraud_Bauch-Raynor	grocery_pos	92.46	Dawn	Stephens	F	91542 Marissa Shores Apt. 053	Oran	IA	50664	42.7012	-92.0762	53	Sports administrator	1972-10-05	ec8d28164bab65ef2bbf8c96245b988c	1337908752	42.922368	-92.823077	0
181	227410	2020-09-10 18:50:30	4939976756738216	fraud_Ruecker, Beer and Collier	shopping_net	212.52	Michelle	Johnston	F	3531 Hamilton Highway	Roma	TX	78584	26.4215	-99.0025	18128	IT trainer	1990-11-07	ac4ba8e39c5e822295f739c5893efdda	1378839030	26.724336	-98.283548	0
182	1247791	2020-06-03 14:17:56	4769426683924058915	fraud_Turcotte, Batz and Buckridge	health_fitness	36.95	Andrea	Cruz	F	26572 Hodge Villages Suite 512	Mifflin	PA	17058	40.5553	-77.4001	1909	Mining engineer	1954-08-22	0da7a07546e54dce8709f7d729935351	1370269076	41.196953	-77.162385	0
183	672887	2019-10-13 21:11:53	180031190491743	fraud_Kovacek Ltd	travel	5.51	Becky	Mckinney	F	250 Benjamin Hill Apt. 026	Mobile	AL	36617	30.7145	-88.0918	270712	Surveyor, land/geomatics	1972-01-05	c30aec13abcb65ee95567335fef6bea4	1350162713	30.905963	-87.992432	0
184	563825	2019-08-28 01:30:52	4220495028289516646	fraud_Kihn, Abernathy and Douglas	shopping_net	5.66	Bethany	Andrade	F	7898 Wanda Springs	Corona	CA	92882	33.8419	-117.6043	233717	Wellsite geologist	1966-05-22	0b2756c0f2489f3ada3a83a43da0f7b8	1346117452	33.64161	-116.67298999999998	0
185	95105	2019-02-25 18:04:28	345933964507467	fraud_Brown Inc	kids_pets	17.86	Carol	Dillon	F	27479 Reeves Dale	Whaleyville	MD	21872	38.4121	-75.2811	718	Regulatory affairs officer	1985-03-19	c6dc68b3adc4a90d53f05c504a442f9f	1330193068	38.356577	-75.507581	0
186	318277	2020-10-20 06:41:59	3547574373318979	fraud_DuBuque LLC	grocery_pos	118.73	Jacob	Patel	M	54822 Hill Forks	Dieterich	IL	62424	39.0319	-88.4074	2092	Psychologist, clinical	1962-04-30	fb21fef4e137353614095b2b846c69b8	1382251319	39.099638	-88.640323	0
187	809624	2019-12-06 22:28:51	372520049757633	fraud_Nienow, Ankunding and Collier	misc_pos	102.69	Lori	Ramirez	F	4293 Ramirez Squares	Ranier	MN	56668	48.6031	-93.2977	136	Ceramics designer	2000-02-20	8e400425510ad7871d90329157b16b54	1354832931	47.711418	-94.287114	0
188	526186	2019-08-14 21:37:09	3533177016567295	fraud_Koss, Hansen and Lueilwitz	home	1.43	Derek	Bentley	M	782 Lee Crossing Apt. 209	Weeping Water	NE	68463	40.8731	-96.1528	1517	Dealer	1951-11-08	a61f953e398f8c5e8dbf2b5709bf25a3	1344980229	40.755421000000005	-95.602812	0
189	25101	2020-06-29 18:53:39	571365235126	fraud_Mante Group	misc_net	9.34	Barbara	Taylor	F	0069 Robin Brooks Apt. 695	Elberta	MI	49628	44.5995	-86.2141	372	Exhibitions officer, museum/gallery	1995-07-12	60895044d5bdd039ad60f31e8a763ec3	1372532019	44.52946	-86.037883	0
190	509514	2020-12-21 17:24:31	4661996144291811856	fraud_Brown-Greenholt	entertainment	31.41	Linda	Park	F	24607 Charles Mountains	Fenelton	PA	16034	40.8555	-79.7372	2054	Operations geologist	1963-08-04	f66699270e21b6ebeb31ee78533749a8	1387646671	41.459826	-79.295165	0
191	306605	2020-10-15 07:50:59	213175487106448	fraud_Rodriguez Group	gas_transport	47.23	Diane	Jackson	F	682 Mills Way Apt. 814	Rule	TX	79548	33.0771	-99.959	932	Physicist, medical	1954-12-10	0ebb6dfb14b8053ac884da31782f9ac6	1381823459	32.775784	-100.235595	0
192	117457	2019-03-07 16:27:14	3576431665303017	fraud_Bahringer Group	health_fitness	32.36	Jessica	Ward	F	72269 Elizabeth Field Apt. 132	Phoenix	AZ	85020	33.5623	-112.0559	1312922	Contractor	1981-10-24	370b1c842e5d439d4477c63df364e4dd	1331137634	33.424393	-112.045783	0
193	744015	2019-11-14 14:35:32	3543299015720986	fraud_Witting, Beer and Ernser	home	25.65	Angela	White	F	137 Adam Dale	Lebanon	VA	24266	36.8809	-82.0956	9521	Teacher, English as a foreign language	1977-10-19	6dd5902614e5a1d84344285e9dae4dda	1352903732	36.154734000000005	-82.244394	0
194	596982	2019-09-10 00:05:58	4104312520615374	fraud_McCullough Group	grocery_net	18.12	Brooke	Rodriguez	F	901 Todd Gardens Apt. 466	Mountain Center	CA	92561	33.6401	-116.5567	1661	Therapist, music	1988-09-19	40707e57a823209f244cdd706c3de0d0	1347235558	33.480054	-116.41115	0
195	532576	2019-08-17 13:01:54	30150717898388	fraud_Goyette-Gerhold	kids_pets	58.04	Raymond	Lloyd	M	5930 Rebecca Bridge Apt. 444	Paint Rock	AL	35764	34.7031	-86.3068	653	Paediatric nurse	1966-06-19	1615d04ccca0259f16f613523fcbe1d4	1345208514	35.103721	-87.265374	0
196	18689	2020-06-28 00:31:51	3554818239968984	fraud_Parisian, Schiller and Altenwerth	misc_net	89.87	Cory	Thomas	M	6458 Roberson Alley	Williamsburg	MO	63388	38.8874	-91.7689	710	Glass blower/designer	1970-09-27	940eafb20654448e056cf7ec1e645ba4	1372379511	38.73472	-92.727408	0
197	605438	2019-09-14 17:00:33	4450831335606294	fraud_Hills-Boyer	personal_care	32.31	Donna	Davis	F	6760 Donovan Lakes	Clayton	OK	74536	34.5906	-95.38	1760	Occupational psychologist	1972-01-20	30ff5eed7718635b5e5e5ab6a08970e4	1347642033	35.176829	-95.182978	0
198	176274	2020-08-22 12:07:00	4488941175228467	fraud_Schmeler-Howe	personal_care	7.55	Jacqueline	Washington	F	138 Stephen Ridges Apt. 978	Umatilla	FL	32784	28.9254	-81.6801	11432	Private music teacher	1986-03-31	dd9790905050c67edf0e831e6e21ca45	1377173220	29.716846000000004	-82.34178	0
199	1146171	2020-04-22 12:00:04	4783226709001	fraud_Kutch-Wilderman	home	1.17	Jessica	Garcia	F	13108 Jennifer Passage	Mc Cracken	KS	67556	38.5957	-99.554	320	Film/video editor	1961-04-22	6ab36ff30b7c86691a403d3161c24eb8	1366632004	39.141532	-100.498326	0
200	723711	2019-11-04 20:24:40	3565943051129759	fraud_Haag-Blanda	food_dining	35.24	David	Thomas	M	838 Dan Haven Suite 003	Webster City	IA	50595	42.4657	-93.8262	9165	Medical secretary	1963-05-23	6fcc922f31a928b94bed1ba4fe4350ca	1352060680	42.219489	-93.4353	0
201	4180	2019-01-03 14:41:57	6011542681743618	fraud_Schroeder, Wolff and Hermiston	travel	1.39	Emily	Hall	F	8851 Reese Neck	Basye	VA	22810	38.8089	-78.7776	863	Engineer, mining	1972-08-09	9436d27712b0ad2bf53af4f17ee3771b	1325601717	38.717144	-78.209354	0
202	181449	2020-08-24 03:25:45	4301028321766222513	fraud_Dickinson-Rempel	misc_pos	34.13	Joe	Howard	M	109 Brian Lights Apt. 504	Shippingport	PA	15077	40.6025	-80.3863	198	Secretary/administrator	1978-10-26	d3cea9df6c9bbca070a6e026d51b8783	1377314745	40.972827	-80.838279	0
203	460038	2019-07-22 08:03:03	30428204673351	fraud_Trantow PLC	grocery_net	60.18	Greg	Villarreal	M	2851 Foster Shoals	Schaefferstown	PA	17088	40.3087	-76.2963	823	Gaffer	1982-07-02	6344622b65735494766e9e41b2a69013	1342944183	39.933591	-75.443871	0
204	70540	2019-02-11 12:27:15	3596217206093829	fraud_Terry, Johns and Bins	misc_pos	1.36	Sara	Ramirez	F	23843 Scott Island	Birmingham	IA	52535	40.8626	-91.9534	888	Camera operator	1988-03-25	76ac17c035bc3254935d0044cc6108f1	1328963235	40.928751	-92.022876	0
205	52574	2019-02-01 01:10:49	3564839259330465	fraud_Haley, Jewess and Bechtelar	shopping_pos	2.76	Robert	Ashley	M	1250 Christopher Prairie Suite 016	Port Costa	CA	94569	38.046	-122.1866	198	Armed forces training and education officer	1959-03-31	1056a134efa14c002a100663a7f908e9	1328058649	37.981246	-122.911242	0
206	202364	2020-08-31 12:54:41	3547574373318979	fraud_Haag-Blanda	food_dining	17.48	Jacob	Patel	M	54822 Hill Forks	Dieterich	IL	62424	39.0319	-88.4074	2092	Psychologist, clinical	1962-04-30	71444263e04c23c28fa1fc1be99cd221	1377953681	39.720183	-88.949586	0
207	223667	2020-09-08 17:44:38	4173950183554608	fraud_Stamm-Witting	shopping_net	8.95	Stephen	Marshall	M	47144 Roberts Keys	Monmouth Beach	NJ	7750	40.333	-73.9809	3279	Health promotion specialist	1978-10-05	d92b06a63d4ee49a23b0c8908761adfb	1378662278	39.990689	-73.768924	0
208	1236785	2020-05-31 10:34:28	4433091568498503	fraud_Kilback and Sons	entertainment	1.59	Linda	Davis	F	493 Todd Views	Gaithersburg	MD	20882	39.2335	-77.1458	135332	Clinical biochemist	1936-03-28	a9040b72b7b64cb78a659ad88c462553	1369996468	38.881537	-76.78699499999999	0
209	779909	2019-11-30 08:30:14	4451952084362894	fraud_Murray-Smitham	grocery_pos	99.35	Joseph	Davis	M	941 Adam Stravenue	Nazareth	TX	79063	34.5444	-102.1069	686	Petroleum engineer	1980-07-30	036c5e8a4787db16323b04cfeb01d7a9	1354264214	34.131511	-101.995058	0
210	488268	2020-12-16 19:57:39	4464457352619	fraud_Pouros, Walker and Spencer	kids_pets	36.71	Breanna	Rodriguez	F	118 Cabrera Springs Apt. 105	Lanark Village	FL	32323	29.8826	-84.5964	217	Television production assistant	1990-01-24	a825a736a826edd1a11315dbe1c617a8	1387223859	30.231177	-84.117216	0
211	530539	2020-12-26 18:56:15	4279161831637	fraud_Schmeler, Bashirian and Price	shopping_net	5.62	Lisa	Hendrix	F	35737 Kirby Fall Suite 409	Vanderbilt	PA	15486	40.0246	-79.6955	2303	Physiotherapist	1987-08-16	a8fddd07f179104a96a30a092c1a8ef9	1388084175	39.284382	-79.490089	0
212	1084763	2020-03-26 20:31:46	676195318214	fraud_Hagenes, Kohler and Hoppe	food_dining	6.79	Brandy	Quinn	F	9734 Beard Fields Suite 885	Altair	TX	77412	29.6047	-96.5249	106	Editor, film/video	1983-07-24	cdad244821c6e55e8b81f14b867d1e28	1364329906	30.305117	-96.975035	0
213	218975	2020-09-07 07:17:17	3562679455732797	fraud_Boyer PLC	misc_pos	513.51	Amanda	Jones	F	7320 Jennifer Forges	Queenstown	MD	21658	39.0026	-76.1424	3862	Maintenance engineer	1962-12-06	e440f7178ce26e8b3c7974343f6ea9a1	1378538237	38.889922	-76.376451	0
214	1111500	2020-04-07 07:36:25	4635330563105903	fraud_Turner, Ruecker and Parisian	misc_pos	102.48	Christina	Rose	F	1984 Taylor Island Suite 836	Falls Church	VA	22046	38.8856	-77.1802	116155	Chartered accountant	1983-07-10	eed4417ce7dcb9daf276e109f35af199	1365320185	38.007563	-77.919899	0
215	413743	2019-07-06 12:33:53	4464457352619	fraud_Morissette PLC	shopping_pos	6.67	Breanna	Rodriguez	F	118 Cabrera Springs Apt. 105	Lanark Village	FL	32323	29.8826	-84.5964	217	Television production assistant	1990-01-24	a8d5bc14a9cded906238c3c8a0c7a9bf	1341578033	29.915094	-85.03115799999999	0
216	473970	2019-07-27 19:43:20	3565196229855512	fraud_Fritsch LLC	travel	1.37	Adriana	Harvey	F	715 Joy Prairie	Unionville	MO	63565	40.4815	-92.9951	3805	Investment banker, corporate	1950-09-15	3bd20f16927550699a09a955c74167c0	1343418200	41.3706	-92.324352	0
217	133170	2019-03-14 15:25:09	4610064888664703	fraud_Osinski Inc	personal_care	6.02	Tammy	Maldonado	F	3312 Rachel Parks Suite 474	Stittville	NY	13469	43.2229	-75.2899	847	Systems analyst	1996-01-11	9237b9cd02a8b454bc93a57f85b4324c	1331738709	43.715245	-75.917424	0
218	1097411	2020-03-31 22:20:18	4169759661243568	fraud_Labadie LLC	personal_care	112.86	Jamie	Carr	F	55363 Aaron Circle Suite 450	Lawn	PA	17041	40.2236	-76.538	213	Special educational needs teacher	1972-02-15	34d48cb7c373594a16d4dd9c19baf58d	1364768418	39.788867	-76.51210999999999	0
219	778716	2019-11-30 01:43:55	3575789281659026	fraud_Koss and Sons	gas_transport	46.9	Lindsay	Wilson	F	7618 Gonzales Mission	Centerview	MO	64019	38.7897	-93.8702	2368	Electronics engineer	1989-07-17	0f6e27a7f3d9099019194112c084ac9d	1354239835	39.234135	-93.229888	0
220	1294403	2020-06-20 16:37:03	4904681492230012	fraud_Schoen Ltd	kids_pets	72.06	Lisa	Lowe	F	574 David Locks Suite 207	Cottekill	NY	12419	41.8467	-74.1038	722	Comptroller	1990-10-19	992c6daa2bd150234dbb3df92704ab9e	1371746223	42.103701	-73.969504	0
221	1169735	2020-05-03 16:08:07	3561963695236764	fraud_Connelly PLC	food_dining	64.21	Michael	Lee	M	7915 Dawn Roads Apt. 544	Shelter Island	NY	11964	41.06399999999999	-72.3366	1858	Clinical biochemist	1984-03-03	24d2df3544d5de5bd1595a4a566756c8	1367597287	41.836732	-71.822758	0
222	324240	2019-06-03 19:32:31	4358137750029944984	fraud_Haley, Jewess and Bechtelar	shopping_pos	1.13	Dawn	Stephens	F	91542 Marissa Shores Apt. 053	Oran	IA	50664	42.7012	-92.0762	53	Sports administrator	1972-10-05	21c783392c96557ca878e140b7dc1c68	1338751951	43.070297	-91.982238	0
223	735224	2019-11-10 12:44:55	4792627764422477317	fraud_Stamm-Witting	shopping_net	6.09	Margaret	Mendez	F	7952 Karen Pike	De Soto	KS	66018	38.9462	-94.9714	5760	Chief Executive Officer	1978-10-01	0a454fd783c6bb194b0bcfdf64304756	1352551495	38.140848	-94.263072	0
224	14595	2019-01-09 04:33:21	6511349151405438	fraud_Lockman, West and Runte	grocery_pos	124.92	Robert	Nguyen	M	74835 Garner Point	Ruth	NV	89319	39.3426	-114.8859	450	Interpreter	1946-08-24	43fff482a0b6311250af8b2d7e3580d2	1326083601	39.586317	-113.897015	0
225	331248	2019-06-06 23:05:35	342360239917375	fraud_Rau-Robel	kids_pets	39.04	Gabriella	Jordan	F	1299 Joshua Plains	Howes Cave	NY	12092	42.7045	-74.3648	1304	Jewellery designer	1970-06-09	9f45021de4277e269069658bd552a28d	1339023935	42.237506	-74.877178	0
226	134917	2020-08-07 16:30:58	6011724471098086	fraud_Jewess LLC	shopping_pos	279.8	Ann	Lawson	F	144 Evans Islands Apt. 683	Burbank	WA	99323	46.1966	-118.9017	3684	Musician	1981-11-29	49f70f9a03dce3a0fa08cf29a86a487c	1375893058	45.734634	-118.194671	0
227	1204535	2020-05-18 16:08:26	4890424426862856940	fraud_Schmidt-Larkin	home	187.16	Jeremy	Whitney	M	0371 Aimee Neck Suite 856	Sacramento	CA	95827	38.5662	-121.3286	757530	Magazine features editor	1979-04-30	e563a8d069c82e0430326a7520d36b3c	1368893306	39.330028000000006	-121.832797	0
228	145068	2019-03-19 07:14:37	4229733778084049	fraud_Kuphal-Predovic	misc_net	20.02	Tyler	Mills	M	7838 Jason Squares	Elizabethtown	KY	42701	37.6848	-85.8784	48194	Surgeon	1990-05-03	da98959703808f33b31e8187cea5ea6b	1332141277	38.322162	-86.034686	0
229	398818	2019-06-30 18:11:55	4170689372027579	fraud_Powlowski-Weimann	food_dining	57.86	Samuel	Frey	M	830 Myers Plaza Apt. 384	Edmond	OK	73034	35.6665	-97.4798	116001	Media buyer	1993-05-10	2f5fc6ce817464b2366362fdaf74d49d	1341079915	35.429453	-98.308841	0
230	499060	2019-08-05 02:39:43	6011252220172077	fraud_Murray Ltd	grocery_net	22.43	Melvin	Wright	M	210 Dean Causeway Suite 130	Alton	IA	51003	42.9782	-96.0173	1700	Engineer, land	2001-12-19	8161b2c6c75da4289ccebda154cc4da8	1344134383	43.407022	-96.829693	0
231	267288	2020-09-28 07:55:05	180064817343047	fraud_Parisian and Sons	gas_transport	52.81	Patricia	Gonzalez	F	8973 Mark Drive	Stephensport	KY	40170	37.9048	-86.524	344	Chartered public finance accountant	1967-03-30	e447ac193e2a9414d699fd26c45fde4e	1380354905	38.214466	-86.859179	0
232	406189	2020-11-28 15:55:04	4755696071492	fraud_Conroy, Balistreri and Gorczany	health_fitness	21.14	Robert	Evans	M	01892 Patricia Vista Apt. 828	Sachse	TX	75048	32.9643	-96.6012	20328	Site engineer	1985-06-20	8e43bcdee6fd2eebf28e201f81109c51	1385654104	32.984444	-95.829642	0
233	96578	2020-07-25 04:41:28	213157767990030	fraud_Huel, Hammes and Witting	grocery_pos	214.28	Tara	Campbell	F	05050 Rogers Well Apt. 439	Rock Springs	WY	82901	41.606	-109.23	27971	Music therapist	1984-08-01	6ca403cfc8f6f3ff71a200c48c460862	1374727288	40.716214	-108.902832	0
234	1035	2020-06-21 18:02:49	4010002218955876	fraud_Pfeffer and Sons	shopping_pos	89.27	Jennifer	Bishop	F	589 Matthew Brooks	Houston	TX	77026	29.7972	-95.3288	2906700	Animator	1983-08-24	b3b3c3f0bb276e7fa402430e9dce5786	1371837769	30.779793	-94.692935	0
235	42244	2019-01-26 04:29:58	4103158249977	fraud_Terry-Huel	shopping_net	83.83	Christopher	Adkins	M	3512 Knight Center	Lorenzo	TX	79343	33.6666	-101.5277	1571	Petroleum engineer	1982-06-27	cb99deb76118eb62c92b4af3434659cd	1327552198	34.216633	-102.262809	0
236	1084389	2020-03-26 16:11:03	4067137330196900	fraud_Block Group	misc_pos	280.94	Christina	Eaton	F	3256 Brooks Field	Eldridge	AL	35554	33.9315	-87.6194	1186	Politician's assistant	1986-11-12	78f2d233fc7a7f143a65d97e27c2b1a9	1364314263	32.956385	-86.738871	0
237	146469	2019-03-20 04:30:40	3583093681934489	fraud_Wiza, Schaden and Stark	misc_pos	3.45	Hannah	Knight	F	0900 Beverly Landing	Louisville	KY	40209	38.1901	-85.7519	736284	Education officer, museum	1961-09-13	f70f9d1f45a3688f6f7b8c28e18d9a3f	1332217840	37.85324	-85.94367	0
238	535245	2020-12-27 18:04:57	4400011257587661852	fraud_Lubowitz-Walter	kids_pets	41.04	Marissa	Powell	F	474 Allen Haven	North Loup	NE	68859	41.4972	-98.7858	509	Nurse, children's	1980-09-15	d29ab4da082ced013f065dab7c6ff305	1388167497	41.100123	-98.551715	0
239	455348	2020-12-09 11:53:32	4191109180926792	fraud_Nienow, Ankunding and Collier	misc_pos	3.79	Jennifer	Spencer	F	477 Wheeler Burg	Amanda	OH	43102	39.6251	-82.7552	4512	Farm manager	1992-10-03	0c2f1277ede31f72a53a45e5714bf7c0	1386590012	39.653537	-82.26479499999999	0
240	184968	2019-04-06 16:20:17	675990301623	fraud_Marvin-Lind	personal_care	88.29	Amanda	Spencer	F	6682 Green Forks	Ogdensburg	NJ	7439	41.0767	-74.5982	2456	Senior tax professional/tax inspector	1994-03-13	834c08342efc329bf901eed918ef27b3	1333729217	40.845551	-74.843065	0
241	87955	2020-07-21 13:55:53	3530503964418806	fraud_Auer LLC	personal_care	39.0	David	Nichols	M	0638 Fred Ramp Suite 086	Palmdale	CA	93552	34.5715	-118.0231	171170	Chemical engineer	1963-06-04	e8d530f5b971e105108bd1e2a98dbc7a	1374414953	34.057538	-117.97626499999998	0
242	508566	2020-12-21 14:33:54	2269768987945882	fraud_Botsford and Sons	home	47.94	Shannon	Patterson	F	9808 Ellis Bypass	Mount Morris	NY	14510	42.6835	-77.8664	4895	Acupuncturist	1958-10-29	e22602fe4daae33b59de4faf6bf40a1b	1387636434	42.144037	-78.820112	0
243	92096	2020-07-23 04:48:15	4906628655840914250	fraud_Casper, Hand and Zulauf	grocery_pos	77.1	Charles	Moreno	M	838 Franklin Prairie Apt. 902	Key West	FL	33040	24.6557	-81.3824	32891	Town planner	1987-02-13	98436d8f9a8c3c0809f256a50410add5	1374554895	25.156693	-80.572119	0
244	1261815	2020-06-08 18:49:12	4658490815480264	fraud_Skiles LLC	home	25.75	Tara	Richards	F	4879 Cristina Station	Keisterville	PA	15449	39.9636	-79.7853	184	Systems developer	1945-11-04	f0f6b6eb779496ecfad84990fc875d93	1370717352	40.956819	-80.769032	0
245	58213	2019-02-04 09:15:06	3518669219150142	fraud_Christiansen, Goyette and Schamberger	gas_transport	56.04	Dorothy	Thomas	F	537 Rice Square Suite 040	Milford	OH	45150	39.1657	-84.23299999999999	31394	Hospital doctor	1996-11-12	b89f9b0f52cf572e1ec50d212a182d10	1328346906	38.416457	-84.44152199999999	0
246	1260873	2020-06-08 14:19:24	4788103653396	fraud_Daugherty LLC	kids_pets	9.69	Kristin	Williams	F	36366 Smith Road	Miamisburg	OH	45342	39.6321	-84.2675	36784	Investment banker, corporate	1941-07-31	6001d6970d004f8065c948f9e821792e	1370701164	40.28805	-84.890511	0
247	424013	2020-12-02 15:04:49	3529597930342630	fraud_Cruickshank-Mills	entertainment	36.37	Melissa	Rodriguez	F	81708 Christopher Plaza	Jordanville	NY	13361	42.8948	-74.8209	824	Travel agency manager	1985-09-01	6d6bdda1f77b66e68b4533fcc51338f1	1385996689	43.222445	-74.58455500000001	0
248	100341	2020-07-26 15:02:12	676308307625	fraud_Gutmann, McLaughlin and Wiza	home	17.63	Donald	Evans	M	1287 Michael Roads	Washoe Valley	NV	89704	39.2669	-119.8174	4290	Animal nutritionist	1989-12-10	a3091d9c67412c06a54606c493b53c08	1374850932	40.032143	-120.153277	0
249	1142545	2020-04-20 23:44:41	4538566639857	fraud_Klocko, Runolfsdottir and Breitenberg	health_fitness	8.17	Jerry	Kelly	M	3539 Mckenzie Stream	Fairview	NJ	7022	40.817	-74.0	13835	Programmer, multimedia	1967-05-28	d238c760cbb3b5fd653ff06a49991786	1366501481	41.487188	-73.400522	0
250	817625	2019-12-08 11:41:22	213120463918358	fraud_Emard Inc	gas_transport	44.36	Willie	Jordan	M	529 West Key	Spearsville	LA	71277	32.955	-92.587	1758	Psychologist, forensic	1957-08-08	3787a171fb17d1246612ceebceb21f51	1354966882	33.542728000000004	-92.683362	0
251	481944	2020-12-15 10:52:19	213161293389774	fraud_Reilly, Heaney and Cole	gas_transport	55.17	Catherine	Weber	F	74890 Rodriguez Springs Apt. 540	West Henrietta	NY	14586	43.0397	-77.6871	10256	Teacher, primary school	1968-06-24	eaf4099dc680da8f8b4c0f41f79b5198	1387104739	43.755502	-78.57833000000001	0
252	76921	2019-02-15 04:51:21	4657269323674365	fraud_Roob, Conn and Tremblay	shopping_pos	77.23	Alicia	Mitchell	F	125 Kristen Dale	Grand Ridge	FL	32442	30.7148	-85.021	3699	Art gallery manager	1948-09-07	777a50a41b43a66472ad5a091a2df9c5	1329281481	29.879336	-85.55625500000001	0
253	934764	2020-01-06 15:37:28	5359543825610251	fraud_Turcotte, McKenzie and Koss	entertainment	15.84	Michael	Francis	M	1833 Jeanette Stravenue	Belgrade	MT	59714	45.7801	-111.1439	18182	Engineer, drilling	1975-06-29	a29f22c5707bd120308b0baad5103a11	1357486648	45.296494	-111.278504	0
254	479587	2020-12-14 23:14:13	30442439074871	fraud_Boyer-Reichert	shopping_net	8.93	Linda	Sanchez	F	6574 William Hill Apt. 375	Jermyn	PA	18433	41.5744	-75.5881	6508	Training and development officer	1981-06-22	d1cd5fcd4dec4f45b8c36b1fb8a84318	1387062853	41.498131	-74.727003	0
255	35638	2020-07-03 19:03:14	344709867813900	fraud_Deckow-Dare	food_dining	22.55	Joanna	Hudson	F	2924 Bobby Trafficway	Sebring	FL	33872	27.4703	-81.4872	50835	Environmental consultant	1986-01-30	1eec0466e463c6585d606537bf764467	1372878194	26.732711	-81.927898	0
256	143633	2020-08-10 14:15:11	4464457352619	fraud_Brown Inc	kids_pets	11.85	Breanna	Rodriguez	F	118 Cabrera Springs Apt. 105	Lanark Village	FL	32323	29.8826	-84.5964	217	Television production assistant	1990-01-24	11b809d8c5d5424384309d9585e876a3	1376144111	29.657917	-84.03000899999999	0
257	370456	2019-06-20 20:50:37	6011104316292105	fraud_Turner, Ruecker and Parisian	misc_pos	8.32	Valerie	Davis	F	3861 Anderson Ramp Apt. 536	Drakes Branch	VA	23937	36.9688	-78.5615	1970	Energy engineer	1985-09-02	0697ee021402fd27d5e35cf7ce8efaf7	1340225437	37.390252	-79.508012	0
258	84873	2020-07-20 18:21:51	581686439828	fraud_Wintheiser, Dietrich and Schimmel	misc_pos	6.88	Larry	House	M	911 Sabrina Trafficway	Cochranton	PA	16314	41.5205	-80.0573	5507	Retail merchandiser	1973-07-28	f3742a196c0af7379d9fedc9564ea497	1374344511	40.83666	-79.471305	0
259	391240	2020-11-21 22:58:23	567868110212	fraud_Feil-Morar	health_fitness	88.04	Dawn	Tucker	F	789 Herring Manors	Houston	TX	77007	29.7736	-95.4034	2906700	Copywriter, advertising	1984-12-16	5966670d998afec831fcac5b4a95b454	1385074703	29.834785	-95.798834	0
260	329942	2019-06-06 12:38:50	180094419304907	fraud_Reilly and Sons	health_fitness	48.07	Sharon	Smith	F	17666 David Valleys	Sun City	CA	92585	33.7467	-117.1721	54287	Designer, exhibition/display	1972-09-22	fed03f987274099d00718e765fed9ca6	1338986330	34.042805	-116.859524	0
261	531432	2020-12-26 23:53:25	4104312520615374	fraud_Williamson LLC	misc_pos	2.22	Brooke	Rodriguez	F	901 Todd Gardens Apt. 466	Mountain Center	CA	92561	33.6401	-116.5567	1661	Therapist, music	1988-09-19	a419b57ef8a34d41f3ddaf3df15f2859	1388102005	33.141403000000004	-117.028724	0
262	88415	2019-02-21 21:26:23	4424338559877976	fraud_Kub PLC	personal_care	53.55	Denise	Barnett	F	23220 Eaton Harbors	Kirby	OH	43330	40.813	-83.4196	118	Private music teacher	1957-11-12	8731e2eec8e10bda179c9912117cd591	1329859583	40.103971	-84.374939	0
263	302643	2019-05-27 08:11:27	4792627764422477317	fraud_Strosin-Cruickshank	grocery_pos	237.03	Margaret	Mendez	F	7952 Karen Pike	De Soto	KS	66018	38.9462	-94.9714	5760	Chief Executive Officer	1978-10-01	fbfed83fb250e34800542b7f9d6229a1	1338106287	39.297073	-95.576568	0
264	1937	2020-06-21 23:30:00	3567697931646329	fraud_Volkman-Predovic	shopping_net	1.87	John	Stevens	M	428 Morgan River	Hudson	NY	12534	42.247	-73.7552	17867	Travel agency manager	1998-07-29	439be8723c7a5a69a16b5e2402689b49	1371857400	42.171022	-74.628191	0
265	1284226	2020-06-16 10:11:17	4634955908138648	fraud_Cole PLC	grocery_pos	87.57	Mackenzie	Smith	F	7178 Willis Drive	Hooper	NE	68031	41.6414	-96.5232	1745	Engineer, automotive	1973-12-26	e8a594f06fa82f99f5831fe2dc06518e	1371377477	41.055352	-97.167522	0
266	1170768	2020-05-03 23:46:47	180049032966888	fraud_Stark-Batz	entertainment	83.49	Michael	Flores	M	70761 Fitzpatrick Brooks Suite 631	Saxon	WI	54559	46.4959	-90.4383	795	Television/film/video producer	1986-04-15	8d09025fc035a5211d6621c5931663d4	1367624807	46.22657	-90.314252	0
267	103885	2020-07-27 14:24:25	4715741951931168360	fraud_Gislason Group	travel	3.84	Robert	Drake	M	463 Willie Estates	Burbank	OK	74633	36.6966	-96.7869	471	Sub	1941-03-30	1bbd62a109f495ae38c97da83e06e573	1374935065	37.354713	-96.95826	0
268	300952	2019-05-26 20:51:34	583699482621	fraud_Zulauf LLC	personal_care	3.41	Jennifer	Jones	F	5572 Kelly Plains Apt. 952	Waupaca	WI	54981	44.3481	-89.1101	15426	Engineer, civil (contracting)	1936-07-22	b7c37ecabde65c1036aa78e1e3fa4f67	1338065494	44.180639	-88.652137	0
269	247854	2020-09-20 00:06:41	30175986190993	fraud_Rodriguez Group	gas_transport	61.79	Rebecca	Butler	F	0665 Lisa Alley	Winger	MN	56592	47.5375	-95.9941	516	Applications developer	1966-06-07	c106537815b34afda56451174809926a	1379635601	47.80023	-96.865379	0
270	449876	2020-12-08 09:21:49	4223708906367574214	fraud_Kerluke-Abshire	shopping_net	89.13	Adam	Riddle	M	27718 Mason Bypass	Mount Saint Joseph	OH	45051	39.0965	-84.6431	177	Exhibition designer	1974-05-30	8a8415e09eaa271b1214af64224dbafe	1386494509	39.854418	-84.165009	0
271	675602	2019-10-14 18:25:22	378278619832195	fraud_Hilpert-Conroy	kids_pets	98.07	Mary	Mcintyre	F	77921 Costa Villages	Eugene	OR	97403	44.0385	-123.0614	191096	Scientist, physiological	1964-04-06	f774ddbf0635e761e5a77a1e9de2cf2d	1350239122	44.631591	-122.599998	0
272	352455	2020-11-03 23:27:02	2248735346244816	fraud_Cronin, Kshlerin and Weber	health_fitness	136.93	Jacob	Weber	M	29156 Mark Park Apt. 108	Utica	KS	67584	38.6411	-100.138	269	Product/process development scientist	1962-11-11	333c5bb8f644308f1a966b92e028f361	1383521222	38.308325	-99.639643	0
273	660103	2019-10-07 20:47:35	3589255887819806	fraud_Little Ltd	kids_pets	118.95	David	Miller	M	622 Bradley Knoll Apt. 758	Hancock	MD	21750	39.6991	-78.1762	3766	Press photographer	1984-02-14	0a331d8bcf39df53bbac65f752b74207	1349642855	40.144773	-78.93104699999999	0
274	276642	2020-10-02 12:00:30	4302480582202074	fraud_Botsford PLC	home	5.85	David	Rodriguez	M	821 Solis Points	Muskegon	MI	49440	43.2326	-86.2492	128715	Historic buildings inspector/conservation officer	1995-05-25	bf11ebee42abcff3991b6ff4f9f3b201	1380715230	43.764402	-85.7023	0
275	140380	2020-08-09 16:34:22	6011542681743618	fraud_Kuhn LLC	shopping_pos	2.33	Emily	Hall	F	8851 Reese Neck	Basye	VA	22810	38.8089	-78.7776	863	Engineer, mining	1972-08-09	f7f6309c67ec66030cc7140e3e43fb89	1376066062	39.291619	-78.264516	0
276	450937	2019-07-19 17:27:21	4181833256558613886	fraud_Reynolds-Schinner	misc_pos	8.54	Jessica	Potter	F	7600 Stephen Course Suite 031	Red River	NM	87558	36.6659	-105.4694	606	Surveyor, land/geomatics	1988-09-06	75cba87d24f77cebf66ee6499c6e691b	1342718841	35.824058	-105.41648700000002	0
277	344480	2020-11-01 11:16:10	502012776709	fraud_Schoen, Kuphal and Nitzsche	grocery_pos	113.2	Sherry	Martinez	F	144 Yu Locks Apt. 754	Garrattsville	NY	13342	42.6315	-75.1866	165	Naval architect	1945-09-20	3133c365a26a4252e97c5cb0f932111b	1383304570	41.86188	-74.72246899999999	0
278	1168304	2020-05-03 01:23:55	38797410705641	fraud_Wisozk and Sons	misc_pos	37.71	Andrew	Tucker	M	583 Gray Creek	Oak Hill	NY	12460	42.4069	-74.1528	277	Glass blower/designer	1971-12-12	583c8e001a05723d50854ea45885d413	1367544235	42.593451	-74.401613	0
279	1093614	2020-03-30 18:03:38	6011367958204270	fraud_Howe PLC	entertainment	30.28	Tammy	Ayers	F	1652 James Mews	Hinckley	OH	44233	41.2419	-81.7453	7646	Medical sales representative	1988-09-15	af44a5cffc650901a48275f17f1600a9	1364666618	41.573148	-82.209912	0
280	1218417	2020-05-24 19:35:13	676372984911	fraud_Bahringer-Streich	food_dining	11.31	Vicki	Mendoza	F	3645 Atkins Island Apt. 238	Esbon	KS	66941	39.7562	-98.4462	242	Tourism officer	1987-07-18	2caf4e95fba7437498f2615ff97f44f8	1369424113	39.515223	-99.045732	0
281	696988	2019-10-24 20:38:03	4900628639996	fraud_Hyatt, Russel and Gleichner	health_fitness	41.98	Michael	Johnson	M	094 Owens Underpass	Norwalk	CA	90650	33.9056	-118.0818	105549	Firefighter	1973-09-22	f4620d4652fc05429b9a6f1b3d5aa410	1351111083	33.172751	-118.399277	0
282	526001	2019-08-14 19:42:08	4873783502705038	fraud_Kihn-Schuster	food_dining	58.39	Elizabeth	Maxwell	F	194 Goodman Fall Apt. 569	Burlington	WA	98233	48.4786	-122.3345	14871	Public house manager	1974-03-10	2468c45b66bc8123c730cd22bd4bcd4b	1344973328	47.90589	-122.989567	0
283	513327	2020-12-22 08:00:53	3527536963490470	fraud_Parisian and Sons	gas_transport	57.54	Teresa	Stein	F	2838 White Fields Apt. 473	Brunson	SC	29911	32.9413	-81.1807	1725	Social researcher	1974-12-05	7e10dc82994312eacbabd5963378cad4	1387699253	33.821449	-80.291167	0
284	114263	2020-07-31 08:20:47	4670613943676271	fraud_Boehm, Block and Jakubowski	misc_pos	377.14	Bianca	Novak	F	0953 David Skyway	Cuthbert	GA	39840	31.7706	-84.7936	5726	Fitness centre manager	1947-08-14	28410a214b2c494f8b39c5bb8732e735	1375258847	31.985822	-84.913238	0
285	815643	2019-12-08 02:04:28	3540862542587229	fraud_Rempel Inc	shopping_net	2.52	Nancy	Roach	F	376 Brown Courts	Yellowstone National Park	WY	82190	44.7957	-110.6137	369	Materials engineer	1941-11-16	64b1315e9bc22019c7264f930be09cd0	1354932268	44.12162	-109.846116	0
286	71952	2019-02-12 00:17:14	3567527758368741	fraud_Gerlach Inc	shopping_net	5.26	Amanda	Vance	F	14601 Downs Skyway Apt. 440	Sterling City	TX	76951	31.8351	-101.0017	1143	Scientist, biomedical	1962-03-19	475f5cf310bd61b596c783a0419feea3	1329005834	31.085344	-100.407863	0
287	343616	2020-11-01 00:52:12	3595192916105588	fraud_Koelpin and Sons	misc_net	2.87	Dustin	Roberts	M	3283 James Station	Fayetteville	NC	28314	35.0583	-79.008	238602	Scientist, research (maths)	1993-05-14	059de318b26a7781b669a3ad01c0ac30	1383267132	34.455573	-78.64365	0
288	131131	2019-03-13 12:06:35	5152054598359927	fraud_Powlowski-Weimann	food_dining	25.79	Jim	Johnson	M	868 Brady Mill Apt. 837	Gretna	LA	70056	29.8872	-90.0331	55581	Biomedical scientist	1972-09-12	61648f5222767e1a70119de0021a3a2f	1331640395	30.565679	-90.01771	0
289	187447	2019-04-07 12:51:26	4740713119940984	fraud_Klocko, Runolfsdottir and Breitenberg	health_fitness	26.82	Heather	Hines	F	13776 Hicks Plains	Pomona	NY	10970	41.1901	-74.0436	9993	Pensions consultant	1962-10-16	8d98a97d5813fc1e5df1f42eb14bf4ee	1333803086	41.491663	-74.85586500000001	0
290	408032	2020-11-29 12:08:37	36721445180895	fraud_Hintz, Bauch and Smith	health_fitness	23.86	Cesar	Smith	M	901 Ariel Points	Jefferson	NY	12093	42.4999	-74.6117	1666	Diagnostic radiographer	1968-07-01	f1cf70d69ebf5e8b3f04164d77f3d63c	1385726917	41.654293	-75.079748	0
291	454674	2019-07-20 22:16:56	3501509250702469	fraud_Bernier and Sons	kids_pets	15.51	Frank	Anderson	M	0611 Stafford Valley Suite 504	Naples	FL	34112	26.1184	-81.7361	276002	Programme researcher, broadcasting/film/video	1979-01-02	71b7272dfd9e70f362011a5f2318bd05	1342822616	26.525838	-82.684451	0
292	954040	2020-01-18 13:21:26	3540075240003197	fraud_Kilback and Sons	entertainment	70.82	Christian	Johns	M	892 Solis Neck	Lonsdale	MN	55046	44.4477	-93.4252	5211	Chief Strategy Officer	1987-01-27	39b38cff1e241cde79233c46bb04d9a6	1358515286	43.637732	-93.687844	0
293	503848	2020-12-20 18:56:52	30273037698427	fraud_Zemlak, Tillman and Cremin	personal_care	3.62	Andrew	Patterson	M	06959 Stephen Branch Suite 246	Thida	AR	72165	35.5762	-91.4539	111	Careers information officer	2000-06-13	753ded1129b7b2e0211d68bc4060f5ae	1387565812	34.581177000000004	-90.790682	0
294	212663	2019-04-18 20:01:11	180084576295055	fraud_Gutmann, McLaughlin and Wiza	home	98.83	David	Kirby	M	133 Alyssa Plains	Lolita	TX	77971	28.7724	-96.4793	911	Archaeologist	1970-01-18	175720b628517c3944692a51e48826d4	1334779271	28.992782	-95.860066	0
295	153803	2019-03-23 19:43:26	4933461930348832	fraud_Torp-Lemke	misc_pos	26.85	Richard	Carter	M	5097 Martin Ridges	Minneapolis	MN	55403	44.9673	-93.2828	1022298	Chemical engineer	1976-09-29	150c06c07a6aebf29bc330b45390a7dc	1332531806	44.879858	-94.250702	0
296	461149	2020-12-11 04:16:27	341542810616333	fraud_Thiel PLC	misc_pos	6.44	Billy	Mcdonald	M	304 Ryan Port Suite 335	Camden	MO	64017	39.2048	-94.0259	464	Colour technologist	1959-05-28	aebd74829867274acb9756fd2bc6da54	1386735387	40.021014	-94.394257	0
297	463714	2019-07-23 13:57:04	3560797065840735	fraud_Kuhn LLC	shopping_pos	8.05	Janet	Turner	F	0925 Lang Extensions	Shields	ND	58569	46.1838	-101.2589	77	Film/video editor	1989-12-17	1657431e68a42d9b31097ccf9550edeb	1343051824	45.923055	-101.386849	0
298	418707	2019-07-07 18:54:04	4861310130652566408	fraud_Jewess LLC	shopping_pos	46.47	Ashley	Cruz	F	65417 Walsh Radial Suite 691	Saint Amant	LA	70774	30.2385	-90.8435	10076	Surveyor, rural practice	1977-12-16	a9451a9699f6522b4545c19e8038ba6d	1341687244	29.3841	-91.490253	0
299	165389	2019-03-28 22:27:31	584673555952	fraud_Jakubowski Inc	home	100.39	Jessica	Jordan	F	071 Wise Trace	Coleharbor	ND	58531	47.5196	-101.2332	307	Make	1930-08-13	e0860990451cff73ade11b5eb1567ff7	1332973651	47.713838	-100.794537	0
300	440767	2020-12-06 21:22:55	377026671291680	fraud_Cormier, Stracke and Thiel	entertainment	21.0	Jackie	Davis	F	1898 Parker Fork Apt. 057	Redford	MO	63665	37.3272	-91.0243	241	Investment analyst	1974-10-27	d6a48c2d54641c8e364b506c8cfdb695	1386364975	37.778234000000005	-91.450838	0
301	1199388	2020-05-16 18:29:41	3525590521269779	fraud_Hirthe-Beier	health_fitness	14.66	Scott	Fuller	M	861 Karen Common	Haw River	NC	27258	36.0424	-79.3242	6006	Paramedic	1984-07-20	2743bfb8374a81571542af73d8f26770	1368728981	36.352521	-78.96845400000001	0
302	1170204	2020-05-03 19:42:14	3587044315915002	fraud_Hettinger, McCullough and Fay	home	84.35	Christian	Roman	M	495 Fisher Throughway	Grand Junction	TN	38039	35.0659	-89.1534	1804	Clothing/textile technologist	1974-10-15	085d8b527aafe58c24b3fbdcdb7bba78	1367610134	35.551424	-90.123232	0
303	874870	2019-12-21 11:00:26	2475085306462014	fraud_Rau and Sons	grocery_pos	95.37	John	Miller	M	153 Mccullough Springs Apt. 857	Lamberton	MN	56152	44.2378	-95.2739	1507	Land/geomatics surveyor	1993-10-12	039bb2caed469d18be64ce13c3bf1af6	1356087626	43.500189	-95.103572	0
304	351518	2020-11-03 17:26:55	3583293909206278	fraud_Barrows PLC	shopping_pos	7.85	Deborah	Fisher	F	1911 Fisher Brook	Kirtland Afb	NM	87117	35.0203	-106.5503	310	Surveyor, land/geomatics	1978-09-30	317dd36f3e8c0b714d3471a15b0f5b6e	1383499615	35.918389000000005	-106.629933	0
305	182038	2020-08-24 07:59:55	4220345354880	fraud_Turcotte-Halvorson	misc_pos	11.01	Patrick	Torres	M	27386 Snyder Station	Oxford	MI	48371	42.8223	-83.2829	24840	Agricultural consultant	1960-01-20	a146da836526f39b1fd9a538f252f380	1377331195	42.250277	-82.998724	0
306	1289954	2020-06-18 18:27:28	6011360759745864	fraud_Windler, Goodwin and Kovacek	home	55.45	Steven	Williams	M	231 Flores Pass Suite 720	Edinburg	VA	22824	38.8432	-78.6003	6018	Designer, multimedia	1947-08-21	dd23e0513f15427f0c8887f109af09b0	1371580048	39.721979	-79.499215	0
307	828779	2019-12-10 09:28:15	6011438889172900	fraud_Dickinson-Rempel	misc_pos	39.87	Allison	Allen	F	40624 Rebecca Spurs	De Witt	AR	72042	34.2853	-91.3336	5161	Electrical engineer	1993-04-08	c24e9203d1bd22f3a79c175663ca7203	1355131695	33.958525	-92.046311	0
308	276084	2019-05-16 20:35:54	3576431665303017	fraud_Streich Ltd	home	31.2	Jessica	Ward	F	72269 Elizabeth Field Apt. 132	Phoenix	AZ	85020	33.5623	-112.0559	1312922	Contractor	1981-10-24	e548f5a8b1672645fd9279f6b763182f	1337200554	33.433391	-112.14236	0
309	1216400	2020-05-24 05:55:27	3592931352252641	fraud_Deckow-O'Conner	grocery_pos	68.37	Dylan	Garcia	M	923 Jordan Road	Afton	MN	55001	44.8696	-92.8234	2916	Barrister's clerk	1935-06-29	ad494c1ebe8affaa56439ac748027655	1369374927	45.169711	-93.744605	0
310	184465	2019-04-06 12:33:39	4467456915153312231	fraud_Champlin and Sons	home	65.52	Rita	Myers	F	75703 Hernandez Corner Suite 348	Tampa	FL	33620	28.06	-82.4079	717255	Waste management officer	1966-09-16	6356bbaae34392335b86f0c4be66cf51	1333715619	27.629094	-81.47234499999999	0
311	248715	2020-09-20 09:52:00	180067151859700	fraud_Zieme, Bode and Dooley	gas_transport	87.45	Karen	Ryan	F	82468 Michelle Village Suite 556	Joliet	IL	60432	41.5378	-88.0572	128354	Teacher, secondary school	1992-01-20	c6759431a1a90c75fb509308333097f5	1379670720	42.315679	-88.827776	0
312	1226400	2020-05-26 21:19:08	4423489490781412	fraud_Breitenberg-Hermiston	kids_pets	5.54	Christopher	Ortega	M	5045 Emily Wall	Princeton	IA	52768	41.6858	-90.3706	1426	Agricultural consultant	1957-03-06	51d5a7b6d221d131f4bb4b66238d2a60	1369603148	41.539496	-89.682103	0
313	115019	2019-03-06 06:04:39	342351256941125	fraud_Murray-Smitham	grocery_pos	203.12	Rebecca	Obrien	F	5619 Mendoza Inlet	Juliette	GA	31046	33.1194	-83.8235	3343	Theatre manager	1990-06-08	dab259c26446450b669458a5b4ef7499	1331013879	33.210521	-83.136248	0
314	46402	2020-07-07 01:51:50	6535328428560433	fraud_Heller, Gutmann and Zieme	grocery_pos	72.62	Michelle	Beck	F	2887 Olson Road Suite 439	Minneapolis	MN	55428	45.0632	-93.3811	1022298	Analytical chemist	1967-10-28	d43a08910d550498f85260e984d30af1	1373161910	44.4079	-93.232128	0
315	377023	2020-11-15 15:10:21	4742883543039288059	fraud_Lakin, Ferry and Beatty	food_dining	1.65	Cassandra	Sanders	F	78117 George Mountains	Paauilo	HI	96776	20.0271	-155.3697	1490	Scientist, research (maths)	1991-04-13	3e5ddf843f22d2baf0a1a7b49b0558c7	1384528221	19.941451	-155.205869	0
316	358395	2020-11-07 13:18:53	676281772837	fraud_Goyette-Gerhold	kids_pets	57.74	Alicia	Bishop	F	222 Freeman Islands	Whigham	GA	39897	30.8836	-84.3246	3430	Editor, commissioning	1950-03-25	93f289bf824b35b367e1e4ba77f11121	1383830333	31.080044	-85.016827	0
317	448324	2020-12-08 01:28:49	5104807169438134	fraud_McDermott-Rice	misc_pos	57.93	Regina	Johnston	F	641 Steven Mall Apt. 299	Westhampton Beach	NY	11978	40.8295	-72.6473	3255	Financial trader	1978-07-08	87743d05e9923a56d45a8491f83f1f6d	1386466129	40.615432	-73.216718	0
318	1121232	2020-04-12 06:38:12	3575789281659026	fraud_Parisian and Sons	gas_transport	88.79	Lindsay	Wilson	F	7618 Gonzales Mission	Centerview	MO	64019	38.7897	-93.8702	2368	Electronics engineer	1989-07-17	8aab2b004108f700cb4f203e1a1f9337	1365748692	38.401499	-94.096546	0
319	830499	2019-12-10 21:54:04	4861310130652566408	fraud_Schuppe-Schuppe	food_dining	63.49	Ashley	Cruz	F	65417 Walsh Radial Suite 691	Saint Amant	LA	70774	30.2385	-90.8435	10076	Surveyor, rural practice	1977-12-16	6e86aa072b774d942e1c403ebeb203a7	1355176444	30.712386	-90.330573	0
320	534041	2019-08-17 21:35:10	3583093681934489	fraud_Berge-Ullrich	home	16.86	Hannah	Knight	F	0900 Beverly Landing	Louisville	KY	40209	38.1901	-85.7519	736284	Education officer, museum	1961-09-13	1dc82a625d485d1e8286894b62e7a4bf	1345239310	38.956594	-86.726796	0
321	444934	2020-12-07 14:37:13	180065479077096	fraud_Turner LLC	travel	8.23	Krystal	Gamble	F	47152 Clayton Burg	Manchester	MD	21102	39.6747	-76.8941	11751	Clinical research associate	1964-02-15	bbae0be416b6ee33a5b587a6046502ad	1386427033	40.553054	-77.511646	0
322	548490	2019-08-23 01:51:41	4195740185974	fraud_Bahringer, Schoen and Corkery	shopping_pos	6.15	Benjamin	Robinson	M	0701 John Ranch	Portland	OR	97210	45.5303	-122.7033	841711	Engineer, building services	1963-04-04	7d8509f5f46a92a69a3f5f9f6843161e	1345686701	44.577174	-123.280319	0
323	449532	2020-12-08 07:28:45	4239552724014407	fraud_Rutherford-Mertz	grocery_pos	102.19	Carl	Hernandez	M	9134 Darryl Flat Suite 916	Paulding	OH	45879	41.141000000000005	-84.5722	6284	Secondary school teacher	1936-03-27	d8d3efa32cd467996ffc448d1028ee1f	1386487725	40.362676	-83.829379	0
324	205616	2020-09-01 07:25:22	4957924165498	fraud_Bogisich Inc	grocery_pos	120.96	Alan	Parsons	M	0547 Russell Ford Suite 574	Kirk	CO	80824	39.6171	-102.4776	207	Network engineer	1955-12-04	ad8342db5e6800c7fb117ca1a1f6ab63	1378020322	40.13527	-102.091917	0
325	108048	2019-03-03 11:56:56	371226440126102	fraud_Stehr, Jewess and Schimmel	misc_net	8.74	Stacy	Lambert	F	85430 Julie Trafficway Suite 792	Mulberry Grove	IL	62262	38.9311	-89.2463	1810	Race relations officer	1974-12-24	6d8a6634c819f671a13764b563f5794e	1330775816	39.441357	-88.355524	0
326	387086	2020-11-19 16:54:35	3551217896304745	fraud_Daugherty, Pouros and Beahan	shopping_pos	84.91	Sara	Harris	F	597 Jenny Ford Apt. 543	Tupper Lake	NY	12986	44.232	-74.4905	6120	Chartered loss adjuster	1976-10-09	9a7fea9589aa7843a5f8bdca9d74a0d9	1384880075	43.533787	-75.25165	0
327	397948	2020-11-24 07:48:33	4226219726886852999	fraud_Moen, Reinger and Murphy	grocery_pos	201.6	Jessica	Bell	F	669 Moore Shoal	Bethel	OH	45106	38.9424	-84.09200000000001	12349	Field trials officer	1985-07-08	287b924e45257319828462c911019fff	1385279313	38.275043	-83.691562	0
328	214932	2020-09-05 17:16:50	676195318214	fraud_Collier LLC	home	36.43	Brandy	Quinn	F	9734 Beard Fields Suite 885	Altair	TX	77412	29.6047	-96.5249	106	Editor, film/video	1983-07-24	d1188dae7a8793300e2fe4cd78f4e9be	1378401410	30.583487	-97.302174	0
329	297140	2020-10-11 15:16:02	30235268718158	fraud_Langworth, Boehm and Gulgowski	shopping_net	9.52	Kenneth	Doyle	M	8614 Reed Glen	West Harrison	NY	10604	41.0592	-73.7395	11250	Lexicographer	1977-08-16	69dd46664f680ad29ceff20315eaa35f	1381504562	40.280736	-72.790285	0
330	1147484	2020-04-23 07:12:39	4128027264554082	fraud_Boyer PLC	misc_pos	1.78	Kyle	Park	M	7507 Larry Passage Suite 859	Mount Perry	OH	43760	39.8788	-82.18799999999999	1831	Barrister's clerk	1953-10-18	bae1a9e6b78db397cbbf97d5c62bc2b8	1366701159	40.235486	-81.293134	0
331	914230	2019-12-29 18:59:54	3583293909206278	fraud_Altenwerth-Kilback	home	5.87	Deborah	Fisher	F	1911 Fisher Brook	Kirtland Afb	NM	87117	35.0203	-106.5503	310	Surveyor, land/geomatics	1978-09-30	b350debff7825fe77962082ec2cba510	1356807594	34.967901	-106.169696	0
332	324911	2020-10-23 15:26:37	4358137750029944984	fraud_Hyatt, Russel and Gleichner	health_fitness	13.89	Dawn	Stephens	F	91542 Marissa Shores Apt. 053	Oran	IA	50664	42.7012	-92.0762	53	Sports administrator	1972-10-05	dc4a3be8c2155c49e8f79a146fb43136	1382541997	42.920807	-92.061203	0
333	425870	2020-12-03 04:31:11	377895991033232	fraud_Lesch, D'Amore and Brown	food_dining	33.49	Kimberly	Myers	F	6881 King Isle Suite 228	Higganum	CT	6441	41.4682	-72.5751	5438	Librarian, academic	1964-11-17	c4db647d8a6399d39618ac910fc602bf	1386045071	40.532031	-72.546355	0
334	1099293	2020-04-02 00:37:10	213157767990030	fraud_Corwin-Collins	gas_transport	89.15	Tara	Campbell	F	05050 Rogers Well Apt. 439	Rock Springs	WY	82901	41.606	-109.23	27971	Music therapist	1984-08-01	9c4f812b50cbcbc748da73d8b4cee3bc	1364863030	41.754404	-108.896297	0
335	740677	2019-11-12 13:49:50	6538441737335434	fraud_Schmidt and Sons	shopping_net	44.87	Gina	Grimes	F	444 Robert Mews	Clarks Mills	PA	16114	41.3851	-80.1752	606	Energy manager	1997-09-22	7ff4da6a1b7d3784c9c63b08d96b47a9	1352728190	42.146104	-80.609747	0
336	517577	2020-12-22 23:14:22	4410582919485061752	fraud_Schmeler-Howe	personal_care	39.95	David	Cole	M	7955 Allen Orchard Apt. 336	Springfield	GA	31329	32.3697	-81.3618	9034	Therapist, occupational	1969-03-02	cb7d4c0950d53fd44c6906123e900580	1387754062	31.497024	-81.882994	0
337	551111	2020-12-30 15:57:19	567868110212	fraud_Fisher Inc	shopping_net	7.49	Dawn	Tucker	F	789 Herring Manors	Houston	TX	77007	29.7736	-95.4034	2906700	Copywriter, advertising	1984-12-16	d48300c4a51e412dee9705c467946f73	1388419039	29.839205	-94.945467	0
338	451012	2020-12-08 13:56:48	374125201044065	fraud_Corwin-Romaguera	travel	5.96	Christopher	Gilbert	M	20937 Reed Lakes Apt. 271	Washington	DC	20012	38.9757	-77.0282	601723	Optician, dispensing	1970-07-20	e73cf657756dc37481066c2a2ff1c6a5	1386511008	39.762069	-77.06987600000001	0
339	641422	2019-09-29 23:17:55	3587960728692500	fraud_Turcotte, Batz and Buckridge	health_fitness	5.63	Kathy	Hughes	F	02110 Lucas Freeway Suite 517	Battle Creek	IA	51006	42.3327	-95.6045	1075	Teacher, early years/pre	1997-01-02	3618c214058f645954bb1824e133b874	1348960675	43.241438	-96.572496	0
340	528811	2019-08-16 00:31:02	371284424780634	fraud_Lynch Ltd	shopping_pos	3.25	Jeremy	Moore	M	574 Patricia Extensions	Lubbock	TX	79413	33.5466	-101.8871	254282	Doctor, general practice	1952-01-29	4c8336345b104392c615e631bf4188c9	1345077062	34.538718	-101.125279	0
341	431320	2020-12-04 18:29:00	3529597930342630	fraud_Stoltenberg-Beatty	shopping_pos	6.21	Melissa	Rodriguez	F	81708 Christopher Plaza	Jordanville	NY	13361	42.8948	-74.8209	824	Travel agency manager	1985-09-01	539c1fc2ef041849e4fb1b38494ba09b	1386181740	42.916596000000006	-74.961637	0
342	446064	2019-07-17 14:00:06	375848982312810	fraud_O'Hara-Wilderman	food_dining	12.27	Dale	Smith	M	25036 Contreras Turnpike Suite 270	Purmela	TX	76566	31.4841	-97.9903	258	Web designer	1943-12-15	7c3c1e029c43b3a47cda2f62b766f649	1342533606	30.828175	-98.02934	0
343	433273	2020-12-05 07:52:27	4244953610136705533	fraud_Bednar Group	misc_net	113.39	Christopher	Odom	M	81446 Nicole Highway Apt. 874	Richland	NJ	8350	39.485	-74.8776	825	Licensed conveyancer	1991-07-06	0aef2309341e57b1082bcb57ec432308	1386229947	38.706799	-75.253322	0
344	172690	2019-03-31 20:07:17	30273037698427	fraud_Monahan-Morar	personal_care	4.4	Andrew	Patterson	M	06959 Stephen Branch Suite 246	Thida	AR	72165	35.5762	-91.4539	111	Careers information officer	2000-06-13	f3a35a2dcd72534e481bf90c2b14d487	1333224437	36.569444	-90.575323	0
345	1006422	2020-02-17 14:12:43	4373370572092720777	fraud_Kovacek Ltd	travel	1.0	Hailey	Rhodes	F	337 Michael Harbors Suite 722	Michigan	ND	58259	48.0204	-98.1186	454	Producer, television/film/video	1972-07-29	dafc967fe8bba5801eeadc5e9888d2ba	1361110363	48.893225	-97.210318	0
346	1178145	2020-05-06 18:41:28	6011305591981276	fraud_Yost-Rogahn	personal_care	154.9	Daniel	Jones	M	290 Kathryn Fall	Huntsville	AL	35803	34.6205	-86.551	190178	Engineer, automotive	1959-06-06	1c111e6dc8614eac0222199874ef756b	1367865688	33.716435	-85.794256	0
347	410524	2020-11-30 04:22:35	4393520897625	fraud_Howe Ltd	misc_pos	31.35	Charles	Rodriguez	M	240 Tracy Forges	Easton	KS	66020	39.3391	-95.0999	1442	Air broker	1982-05-20	4d86cff5bd6d41e8e5468837cedf48bd	1385785355	40.325109000000005	-94.976122	0
348	472265	2020-12-13 19:41:37	3598304579370089	fraud_Larkin, Stracke and Greenfelder	entertainment	114.42	Vincent	Flowers	M	0189 Emily Prairie	Wichita	KS	67232	37.6395	-97.1714	409656	Heritage manager	1985-12-27	3b2dc2784f54cb0b82849764deb25568	1386963697	38.114618	-97.830853	0
349	875078	2019-12-21 12:12:05	4710826438164847414	fraud_Windler LLC	kids_pets	38.8	Juan	Henry	M	9795 Lori Island Suite 346	Turner	MT	59542	48.8328	-108.3961	192	Further education lecturer	1964-01-04	bbc0b82de1077a0bd309f4507c3ed5c6	1356091925	49.249776	-109.13044	0
350	369533	2020-11-11 15:31:07	378278619832195	fraud_Renner Ltd	home	35.8	Mary	Mcintyre	F	77921 Costa Villages	Eugene	OR	97403	44.0385	-123.0614	191096	Scientist, physiological	1964-04-06	256e01f9b00c68cf97511019aa69464a	1384183867	44.504537	-122.176672	0
351	333413	2020-10-26 23:28:41	3596217206093829	fraud_Pouros-Haag	shopping_pos	8.08	Sara	Ramirez	F	23843 Scott Island	Birmingham	IA	52535	40.8626	-91.9534	888	Camera operator	1988-03-25	400eda05a108dbbef58e36104df49c07	1382830121	41.554949	-91.452531	0
352	635512	2019-09-27 22:21:51	6547670341037171	fraud_Homenick LLC	personal_care	169.53	Bryce	Joseph	M	148 Baker Field	Chester Heights	PA	19017	39.8839	-75.4669	348	Management consultant	1945-05-05	078fdec4b66c1f0549b29ea65655cf6e	1348784511	39.827263	-74.876437	0
353	166231	2020-08-18 08:33:50	30546453310167	fraud_Kris-Padberg	shopping_pos	6.72	Nicholas	Tran	M	672 Randall Burg Suite 551	Belmont	NH	3220	43.4512	-71.48899999999999	7430	Scientist, research (medical)	1955-01-13	2d9206c2ecad43c5ea3e8b67273aa979	1376814830	43.755425	-72.382784	0
354	214901	2019-04-20 00:05:57	30541100351706	fraud_Wuckert-Walter	grocery_net	33.57	Derrick	George	M	575 Chapman Union	Spring	TX	77379	30.0377	-95.5326	316665	Education officer, museum	1990-09-12	a858acd1426e46e9081a573b455f4b2d	1334880357	29.508756	-95.51435	0
355	532519	2020-12-27 06:09:13	180048185037117	fraud_Osinski, Ledner and Leuschke	grocery_pos	191.54	Mary	Wall	F	2481 Mills Lock	Plainfield	NJ	7060	40.6152	-74.415	71485	Leisure centre manager	1974-07-19	09a6956c99216ba7908235ce60a0c974	1388124553	40.117663	-74.504685	0
356	9166	2020-06-23 19:50:29	30029052116970	fraud_Lesch Ltd	shopping_pos	6.21	Curtis	Young	M	4319 Watson Shoals Suite 658	Falconer	NY	14733	42.1239	-79.1895	3833	Metallurgist	1970-10-09	5d0eb535a93089a0dec3240148cbb369	1372017029	42.131527	-80.106864	0
357	518342	2019-08-11 22:54:21	2229378226512508	fraud_Lang, Towne and Schuppe	kids_pets	51.47	Thomas	Hale	M	949 Smith Parkway	Cazenovia	WI	53924	43.4987	-90.2796	1360	Occupational hygienist	1984-11-06	761a57a2443656a772fce5501f485ddf	1344725661	42.773852000000005	-90.973504	0
358	538502	2020-12-28 08:25:57	3525590521269779	fraud_Rowe, Batz and Goodwin	grocery_pos	51.46	Scott	Fuller	M	861 Karen Common	Haw River	NC	27258	36.0424	-79.3242	6006	Paramedic	1984-07-20	9752b9e41534175bbebff2d0653eec48	1388219157	35.919374	-79.031472	0
359	75299	2020-07-17 15:41:58	30230540139182	fraud_Haley, Batz and Auer	health_fitness	74.23	Hayden	Sanders	M	8465 Reed Green Suite 559	Montandon	PA	17850	40.9661	-76.8575	645	Orthoptist	1974-05-18	57ac6a0bf9ffaf9e246c7029341ce599	1374075718	41.789592	-76.246528	0
360	381352	2020-11-16 23:32:57	4958589671582726883	fraud_Kling, Howe and Schneider	home	52.98	Aaron	Pena	M	793 Hooper Tunnel Suite 154	Burke	VA	22015	38.7894	-77.2818	43102	Health visitor	1950-11-27	d882ed9e676ac41407c46c863f9a86a2	1384644777	39.299292	-77.062118	0
361	545276	2020-12-29 10:34:58	4933461930348832	fraud_Nader-Heller	misc_net	9.14	Richard	Carter	M	5097 Martin Ridges	Minneapolis	MN	55403	44.9673	-93.2828	1022298	Chemical engineer	1976-09-29	bad7f3b2186f7391224210ce9c71ba84	1388313298	45.527328	-93.580214	0
362	889396	2019-12-23 20:14:12	4836998673805450	fraud_Nienow, Barrows and Romaguera	personal_care	36.35	Susan	Hardy	F	516 Brown Parks	Manistique	MI	49854	46.0062	-86.2555	6469	Trade mark attorney	1979-04-12	310b60297f1537f37ae588e4b822a60d	1356293652	45.055106	-86.223585	0
363	509217	2020-12-21 16:30:13	6011693194885790	fraud_Hills-Witting	shopping_net	9.89	Victoria	Fleming	F	2807 Parker Station Suite 080	Stanchfield	MN	55080	45.6675	-93.2433	2607	Lecturer, further education	1995-12-04	0e07ff2ed59324c23ce7988927d81280	1387643413	46.049795	-93.634307	0
364	1073657	2020-03-22 09:27:02	4586810168620942	fraud_Funk Group	grocery_net	25.71	Michelle	Gregory	F	6983 Carrillo Isle	Edisto Island	SC	29438	32.5486	-80.307	2408	Sales professional, IT	1997-07-05	be93bab09827d2b21581bda86f5d518f	1363944422	31.989323	-80.793125	0
365	255564	2020-09-22 16:21:35	4681601008538160	fraud_Bins, Balistreri and Beatty	shopping_pos	6.93	Tammy	Davis	F	77663 Colleen Freeway	Moundsville	WV	26041	39.9148	-80.73100000000001	16183	Physiotherapist	1977-08-12	63081226d105400200ec80cbff2148e9	1379866895	40.902733000000005	-81.536889	0
366	343355	2020-10-31 21:46:05	4423489490781412	fraud_O'Keefe-Wisoky	food_dining	41.29	Christopher	Ortega	M	5045 Emily Wall	Princeton	IA	52768	41.6858	-90.3706	1426	Agricultural consultant	1957-03-06	937eb9dce87db090afa11e8603c8fd93	1383255965	40.825759000000005	-89.985035	0
367	204765	2020-09-01 00:47:22	4500002361389	fraud_Schaefer, Maggio and Daugherty	gas_transport	37.44	Joseph	Nixon	M	86882 Desiree Camp Suite 047	Tyaskin	MD	21865	38.2833	-75.8465	470	Music tutor	1965-04-07	23a2bb1bc0364766ddb948b77e8c060e	1377996442	38.676182	-75.984347	0
368	1261692	2020-06-08 18:10:59	372520049757633	fraud_Mohr-Bayer	shopping_net	81.11	Lori	Ramirez	F	4293 Ramirez Squares	Ranier	MN	56668	48.6031	-93.2977	136	Ceramics designer	2000-02-20	4368e05f2f520f47123a1e47e2bc8222	1370715059	49.0642	-93.650345	0
369	639183	2019-09-29 08:07:33	4683638447911	fraud_Barton Inc	grocery_pos	111.61	Daniel	Boyd	M	8925 Nicholas Points	Egan	LA	70531	30.251	-92.5002	1261	Broadcast presenter	1972-07-01	fb6f58ca8ab1a08226c3fca5b6c8b828	1348906053	30.850448	-92.347335	0
370	156096	2020-08-15 05:53:42	2269768987945882	fraud_Predovic Inc	shopping_net	2.62	Shannon	Patterson	F	9808 Ellis Bypass	Mount Morris	NY	14510	42.6835	-77.8664	4895	Acupuncturist	1958-10-29	a2942eea5245d00adfd7d1d4d62c2f5c	1376546022	41.962571	-77.951263	0
371	294701	2019-05-25 02:43:39	3565943051129759	fraud_Beier LLC	entertainment	10.18	David	Thomas	M	838 Dan Haven Suite 003	Webster City	IA	50595	42.4657	-93.8262	9165	Medical secretary	1963-05-23	5d68b66666257a40f66edddab30d5b2e	1337913819	43.157877	-93.837722	0
372	344062	2020-11-01 06:17:59	377264520876399	fraud_Wiza LLC	misc_pos	28.11	Kara	Miles	F	2076 Thomas Roads Suite 970	Cassatt	SC	29032	34.3424	-80.5	4424	Lawyer	1961-07-31	cbade2af0bed9b3aa84c442554ab6c46	1383286679	34.54717	-79.688183	0
373	1168961	2020-05-03 08:47:02	4681699462969	fraud_Kutch and Sons	grocery_pos	95.49	Joseph	Gonzalez	M	319 Wendy Fort Suite 179	Murfreesboro	TN	37132	35.8596	-86.421	158701	Journalist, newspaper	1978-03-06	c901e87fe2f83b308615da0b96b483f5	1367570822	36.729063	-86.266352	0
374	246964	2020-09-19 15:09:24	6593250708747804	fraud_Wilkinson LLC	personal_care	2.69	Melissa	Meza	F	244 Abbott Parkway	Loxahatchee	FL	33470	26.7383	-80.27600000000001	26551	Paramedic	1977-01-04	0c1be0d3cc5411f33c0430268b01036b	1379603364	26.804863	-81.258525	0
375	578150	2019-09-02 00:30:15	2260801330657968	fraud_Reichel Inc	entertainment	96.76	Monique	Fox	F	755 Gardner Heights Apt. 420	Paxton	MA	1612	42.3066	-71.9202	4845	Accounting technician	1926-09-14	d850d256a85d07d913579129a0848ae1	1346545815	41.973272	-71.061353	0
376	494267	2020-12-18 14:11:46	3589289942931264	fraud_Volkman-Predovic	shopping_net	6.44	Paula	Estrada	F	350 Stacy Glens	Spencer	SD	57374	43.7557	-97.5936	343	Development worker, international aid	1972-03-05	609d1360d58669f056afe007ed60a419	1387375906	44.243577	-96.90895	0
377	538658	2019-08-19 02:16:21	4561368699336875	fraud_Schamberger-O'Keefe	grocery_pos	119.24	Pamela	Lewis	F	653 Jessica Extension Apt. 668	Clifton	SC	29324	34.9906	-81.8327	167	Museum/gallery conservator	1988-11-01	fb32adf60a651257934c273f97f0985a	1345342581	35.360099	-81.53446	0
378	761082	2019-11-22 04:56:53	4292902571056973207	fraud_Prohaska-Murray	gas_transport	44.4	Jeffrey	Smith	M	135 Joseph Mountains	Sula	MT	59871	45.8433	-113.8748	218	Therapist, horticultural	1995-08-16	e3622209aefc75932a2e0d202c334e9c	1353560213	45.999604	-113.705767	0
379	55232	2020-07-10 13:50:22	3576021480694169	fraud_Haley Group	misc_pos	8.67	Dawn	Gray	F	9486 Joel Common Suite 554	Topeka	KS	66618	39.1329	-95.7023	163415	Secondary school teacher	2004-12-30	949fc8f1c81ddce3ceb9e75d30de85a3	1373464222	38.944004	-95.39847	0
380	291019	2019-05-23 12:18:38	630441765090	fraud_Little-Gleichner	travel	2.59	Susan	Washington	F	759 Erin Mount Suite 956	May	TX	76857	31.9571	-98.9656	1791	Corporate investment banker	1965-07-26	9d17db39feb996a4ef89bd5f4747dbb1	1337775518	32.928171	-98.973246	0
381	497419	2020-12-19 10:19:19	6011504998544485	fraud_Bernhard Inc	gas_transport	59.53	Ashley	Whitney	F	4038 Smith Avenue	Jones	AL	36749	32.5104	-86.8138	1089	Materials engineer	1971-11-02	4befa47603f4d7883368bd97c4d67e2f	1387448359	32.494427	-87.330403	0
382	1007718	2020-02-18 02:23:05	4208110975550360171	fraud_Schaefer, McGlynn and Bosco	gas_transport	81.51	David	Bonilla	M	82073 Jessica Camp	West Green	GA	31567	31.6143	-82.7243	782	Audiological scientist	1982-01-16	239cfd8eb94af0069caa38e5d2006e03	1361154185	31.472052	-82.895437	0
383	1155741	2020-04-27 06:53:19	4605902936394	fraud_Rempel Inc	shopping_net	64.62	Vincent	Mueller	M	79019 Taylor Cliffs	Dallas	TX	75238	32.876999999999995	-96.708	1263321	Drilling engineer	1959-06-28	97d44bae4492bc2cf8055762ea5724b2	1367045599	33.113444	-96.13637	0
384	24462	2020-06-29 15:44:32	30030380240193	fraud_Lesch, D'Amore and Brown	food_dining	56.95	William	Jenkins	M	50614 Kevin Point	Harper	TX	78631	30.2816	-99.241	2395	Pharmacist, community	1993-11-17	f417f85a6f8a00a64ef033c042e90f13	1372520672	30.174555	-100.083976	0
385	399056	2019-06-30 19:12:38	340103199302564	fraud_Lubowitz-Walter	kids_pets	59.49	Sophia	Dickson	F	9047 Rodriguez Turnpike	Gibsonville	NC	27249	36.1183	-79.5685	12486	Arboriculturist	1934-02-09	b8701928510704cd48ab0a2d4254f9e6	1341083558	36.664792	-80.35213	0
386	303625	2019-05-27 14:50:47	4119762878330989	fraud_Gaylord-Powlowski	home	6.51	Melinda	Gutierrez	F	1497 West Gateway	Eureka	IL	61530	40.7152	-89.2706	6713	Archivist	1945-08-19	9b917a322ef797c0944fa1de44eb5c4d	1338130247	41.001823	-88.586109	0
387	159168	2020-08-16 11:23:02	630423337322	fraud_Cummings LLC	gas_transport	72.15	Stephanie	Gill	F	43039 Riley Greens Suite 393	Orient	WA	99160	48.8878	-118.2105	149	Special educational needs teacher	1978-06-21	3e03ea4fea1e40fe7e6ecf36822cc80e	1376652182	49.853681	-117.233774	0
388	72397	2019-02-12 06:13:58	180049032966888	fraud_Huel Ltd	misc_net	91.47	Michael	Flores	M	70761 Fitzpatrick Brooks Suite 631	Saxon	WI	54559	46.4959	-90.4383	795	Television/film/video producer	1986-04-15	5136a880a6a7949557a68bf342f6c1a5	1329027238	46.36901	-89.770491	0
389	797547	2019-12-03 12:46:00	376012912828093	fraud_Bahringer, Osinski and Block	food_dining	26.68	Nathan	Mayer	M	478 Donovan Corners Apt. 803	Schaumburg	IL	60193	42.0144	-88.0935	92294	Claims inspector/assessor	1969-05-01	ef8b5f7d19315e8b0204f03a3fd721db	1354538760	41.16352	-89.077537	0
390	1107876	2020-04-06 04:16:26	3513618443244549	fraud_Gerlach Inc	shopping_net	5.31	Amber	Perez	F	954 Reyes Ways	Fulton	SD	57340	43.7588	-97.8712	355	Financial adviser	1955-06-26	84dc4adb6315df4d22d5cad8d8288828	1365221786	44.485523	-98.290785	0
391	359917	2020-11-08 05:51:47	4210078554961359092	fraud_Haley Group	misc_pos	9.29	Valerie	Clark	F	7402 West Ranch	Lowell	OR	97452	43.92100000000001	-122.7806	1420	Systems analyst	1965-11-11	9910ac284541b278bca5c9223c8d0761	1383889907	43.552447	-122.209083	0
392	1043251	2020-03-08 22:53:58	4509142395811241	fraud_Romaguera Ltd	health_fitness	67.79	Margaret	Williams	F	165 Jerry Meadows Suite 460	Surrency	GA	31563	31.6489	-82.1982	1324	Engineer, technical sales	1926-07-12	f6eacf907c8a30d36d168f551ca6f29c	1362783238	31.978129	-81.796695	0
393	1251621	2020-06-05 09:54:56	30344654314976	fraud_Schumm PLC	shopping_net	2.85	Christine	Johnson	F	8011 Chapman Tunnel Apt. 568	Blairsden-Graeagle	CA	96103	39.8127	-120.6405	1725	Chartered legal executive (England and Wales)	1967-05-27	0fd1ebe842cedadd747052ec04a3a527	1370426096	38.925401	-121.509566	0
394	137216	2020-08-08 16:03:50	3560318482131952	fraud_Wuckert, Wintheiser and Friesen	home	118.54	William	Skinner	M	524 Wu Spurs Suite 894	Mount Hope	AL	35651	34.4793	-87.4769	1312	Librarian, academic	1955-02-01	7a225c6d34e58ab4dbcc760617656c6c	1375977830	35.037282	-88.374239	0
395	571997	2019-08-31 12:27:35	30030380240193	fraud_Bogisich-Weimann	kids_pets	49.45	William	Jenkins	M	50614 Kevin Point	Harper	TX	78631	30.2816	-99.241	2395	Pharmacist, community	1993-11-17	6b24951edcaf6583f07ba218f517f1e3	1346416055	30.234141	-98.415386	0
396	1047852	2020-03-10 11:32:20	501899453424	fraud_Schaefer, McGlynn and Bosco	gas_transport	64.85	Jessica	Dominguez	F	06393 Nancy Parkways Suite 855	Gadsden	AL	35903	33.9845	-85.9077	67082	Ceramics designer	1970-01-08	694551ef7e996c671e7d67583c76341d	1362915140	33.178865	-86.059058	0
397	26148	2019-01-15 20:59:37	4810839835482794272	fraud_Streich, Rolfson and Wilderman	kids_pets	19.83	Carolyn	Perez	F	433 Blake Roads Suite 967	Wheaton	MO	64874	36.7651	-94.0492	760	Production manager	1985-08-31	1d7124a6afa7ac0842d33f786c8ffe56	1326661177	37.676633	-94.697092	0
398	471413	2019-07-27 00:00:25	3528231451607350	fraud_Pacocha-O'Reilly	grocery_pos	95.75	Lauren	Moreno	F	83719 Wilson Shore	Heislerville	NJ	8324	39.224	-74.9942	526	Exercise physiologist	1940-09-06	7f0c7ffeabb2df8aeb7f46a308cfdddd	1343347225	39.661557	-74.59535	0
399	226869	2019-04-24 20:13:43	4452366298769043	fraud_Durgan, Gislason and Spencer	home	61.93	Linda	Davis	F	6602 Ortiz Pine Apt. 179	Blooming Grove	TX	76626	32.0758	-96.701	1563	Financial adviser	1978-03-04	f9d6469b47486ef4337f54cf7c17f2ff	1335298423	31.643742	-97.59048	0
400	47043	2019-01-28 17:23:44	3511058278399773	fraud_Ernser-Feest	home	60.91	Briana	Santos	F	702 Tabitha Drive	New Goshen	IN	47863	39.5803	-87.4616	205	Engineer, mining	1960-01-06	67fad974e6b8f84588c37e6b72709c6e	1327771424	38.843809	-88.24444799999999	0
401	519463	2020-12-23 14:55:13	4642894980163	fraud_Botsford PLC	home	51.15	Eddie	Mendez	M	1831 Faith View Suite 653	Clarinda	IA	51632	40.7491	-95.038	7297	IT trainer	1990-07-13	211f28e755d187c75f0c2a17d6971b66	1387810513	41.368047	-95.351969	0
402	822022	2019-12-09 01:41:58	60422928733	fraud_Bauch-Blanda	entertainment	13.01	Jeffrey	Powers	M	38352 Parrish Road Apt. 652	North Augusta	SC	29860	33.6028	-81.9748	46944	Secondary school teacher	1942-04-02	65939bbf2880a43ca1dd7d87f609daec	1355017318	34.480373	-82.600261	0
403	299366	2020-10-12 09:07:59	4003989662068504	fraud_Cole PLC	grocery_pos	84.97	Chris	White	M	98897 Bennett Lodge	Bessemer	AL	35022	33.3224	-86.9657	71463	Radio broadcast assistant	1989-02-08	2b518530ed655b3ffce16624075ede8e	1381568879	33.281614000000005	-86.297573	0
404	561709	2019-08-26 22:59:55	630484879808	fraud_Kub-Heaney	health_fitness	73.59	Ian	Patton	M	8088 Sherman Radial Suite 689	Helm	CA	93627	36.4992	-120.0936	123	Early years teacher	1973-02-07	8b27ee9305bf985ccb7867513fe2e07a	1346021995	35.755357000000004	-120.209045	0
405	1146663	2020-04-22 18:43:33	2266735643685262	fraud_Reilly and Sons	health_fitness	103.24	Carlos	Chung	M	8957 Russell Key	Grant	AL	35747	34.4959	-86.259	5901	Curator	1972-07-25	761192d4bd8aadd039509c357ca4dfcf	1366656213	34.203281	-86.27543100000001	0
406	362366	2019-06-17 12:01:53	372520049757633	fraud_Bauch-Blanda	entertainment	41.2	Lori	Ramirez	F	4293 Ramirez Squares	Ranier	MN	56668	48.6031	-93.2977	136	Ceramics designer	2000-02-20	a5f5a19d0c7820410891c38bc0f6d193	1339934513	49.314885	-94.241113	0
407	914975	2019-12-29 21:14:08	30248898834493	fraud_Windler, Goodwin and Kovacek	home	7.77	Michael	Rodriguez	M	172 Paula Inlet Apt. 650	Cross Plains	TX	76443	32.1482	-99.1872	1897	Chief Operating Officer	1953-04-19	fc33907730408e7ef71d693f002e1e83	1356815648	31.6702	-98.946755	0
408	165365	2019-03-28 22:09:36	4400011257587661852	fraud_Kulas Group	health_fitness	133.47	Marissa	Powell	F	474 Allen Haven	North Loup	NE	68859	41.4972	-98.7858	509	Nurse, children's	1980-09-15	9a5d8ea9058c9b6759aa01c33526ecc9	1332972576	41.268904	-98.451883	0
409	195382	2019-04-10 22:39:08	4099707841315751	fraud_Lynch-Wisozk	home	33.52	James	Stephens	M	1166 Castillo Mountains	Ruckersville	VA	22968	38.2586	-78.4074	9815	Designer, ceramics/pottery	1975-07-07	0a20236284541d058f627d2133620dbe	1334097548	38.026605	-78.30595500000001	0
410	238065	2019-04-29 12:57:45	3577578023716568	fraud_Volkman PLC	food_dining	46.06	Debbie	Hughes	F	0182 Owens Burgs Suite 480	Diamond	OH	44412	41.0935	-81.0425	2644	Engineer, biomedical	1983-08-25	a448e0ed0327813701d9e91e3b55df8e	1335704265	40.612271	-80.726007	0
411	178405	2020-08-23 07:09:56	4512828414983801773	fraud_Lockman Ltd	grocery_pos	123.73	Monica	Cohen	F	864 Reynolds Plains	Uledi	PA	15484	39.8936	-79.7856	328	Tree surgeon	1983-07-25	825e954d018a0b6a4e4778b6c2fed510	1377241796	39.492559	-80.754703	0
412	910611	2019-12-29 05:16:20	6011893664860915	fraud_Spencer-Runolfsson	misc_pos	13.82	Erin	Chavez	F	3379 Williams Common	Littleton	CO	80120	39.5994	-105.0044	320420	Water engineer	1975-07-31	999d3cc33e2618cb66fcc303fdb613a2	1356758180	39.493948	-105.299871	0
413	301621	2020-10-13 00:09:13	568279015842	fraud_Deckow-O'Conner	grocery_pos	89.47	Micheal	Hernandez	M	6139 Mark Rapid Apt. 651	Christine	ND	58015	46.5522	-96.7909	291	Television floor manager	1991-05-01	bcef32b29af7ef90b4173dbe36af02c9	1381622953	47.040201	-96.40624	0
414	470631	2020-12-13 13:44:23	3554818239968984	fraud_Carroll PLC	health_fitness	70.9	Cory	Thomas	M	6458 Roberson Alley	Williamsburg	MO	63388	38.8874	-91.7689	710	Glass blower/designer	1970-09-27	e6b097165434c58210fdaed1986f1543	1386942263	39.821497	-91.483685	0
415	433180	2019-07-13 08:35:30	180084576295055	fraud_Miller-Harris	misc_net	446.47	David	Kirby	M	133 Alyssa Plains	Lolita	TX	77971	28.7724	-96.4793	911	Archaeologist	1970-01-18	5170e42fedda1f995b6d2a0010da62cd	1342168530	29.315708	-95.480509	0
416	152114	2019-03-23 05:37:46	4302475216404898	fraud_Weber and Sons	food_dining	17.75	Daniel	Cain	M	384 Newman Forks Apt. 370	Belmond	IA	50421	42.8511	-93.62	3032	Community pharmacist	1964-08-08	344bdf41537b234b2c1860ebbab201d6	1332481066	42.452741	-92.923616	0
417	90158	2020-07-22 03:13:23	3576144910346950	fraud_Price Inc	shopping_net	4.7	Thomas	Payne	M	9455 Kathleen Brook Apt. 651	Huslia	AK	99746	65.6899	-156.292	277	Engineer, civil (consulting)	1965-11-06	508671919e2e0cf91e9eff4fcf34f224	1374462803	65.140411	-155.354739	0
418	246248	2020-09-19 05:11:25	377654590313960	fraud_Conroy-Emard	food_dining	50.61	Lawrence	Davis	M	7421 Serrano Lane Apt. 580	Powell	TN	37849	36.0435	-84.04	25459	Teacher, special educational needs	1969-02-22	956b5c92303e78a30f1a874c3a40b7c8	1379567485	35.405347	-83.949834	0
419	1189828	2020-05-11 23:28:01	36485887555770	fraud_O'Keefe-Hudson	grocery_pos	31.45	Michael	Gross	M	230 Ryan Tunnel Apt. 025	Fulton	OH	43321	40.4971	-82.8342	267	Facilities manager	2005-01-29	abdc61e2e7bb4d3c41a8609dff206bd2	1368314881	40.28818	-81.883756	0
420	147173	2020-08-11 11:34:26	30373802285317	fraud_Runte-Mohr	food_dining	58.02	Nicholas	Osborne	M	7538 Carrie Meadow Suite 574	Claremont	CA	91711	34.1092	-117.7183	35705	Wellsite geologist	1956-05-15	333c2e4d521302d288041c0ac33b0bde	1376220866	34.570599	-117.32047	0
421	48410	2020-07-07 15:25:03	180094419304907	fraud_Gleason and Sons	kids_pets	46.02	Sharon	Smith	F	17666 David Valleys	Sun City	CA	92585	33.7467	-117.1721	54287	Designer, exhibition/display	1972-09-22	898f282d39f1bb359c3fda7f41fb0d22	1373210703	34.710883	-117.302972	0
422	771612	2019-11-26 00:48:04	4003989662068504	fraud_Huels-Hahn	gas_transport	68.35	Chris	White	M	98897 Bennett Lodge	Bessemer	AL	35022	33.3224	-86.9657	71463	Radio broadcast assistant	1989-02-08	8ac352f134d812ae7531598e9a3dbf27	1353890884	32.888443	-86.976264	0
423	884833	2019-12-23 01:12:13	4198470814557	fraud_Berge LLC	gas_transport	42.22	Christie	Williamson	F	519 Jerry Views	Avoca	IA	51521	41.4768	-95.3509	2036	Engineering geologist	1971-08-20	3d35f012f41671f86de08a4684be5d64	1356225133	40.889354	-96.124958	0
424	1249974	2020-06-04 15:37:21	370612217861404	fraud_Crist, Jakubowski and Littel	home	16.99	Amanda	Fitzgerald	F	298 Kayla Lights	Bristol	PA	19007	40.1159	-74.8536	21125	Administrator, charities/voluntary organisations	1985-05-25	90590b9586cca4d69b9771184ee52b66	1370360241	39.910693	-74.328776	0
425	1059405	2020-03-15 23:49:13	378904938837132	fraud_Durgan, Gislason and Spencer	home	6.88	Tina	Zimmerman	F	3595 Susan Island Suite 063	Thomas	OK	73669	35.7382	-98.7388	1675	Barrister	1986-05-01	8642d6d0a453aadc845c22961f2ab897	1363391353	36.720281	-98.954224	0
426	410001	2020-11-30 01:42:27	341546199006537	fraud_Streich, Dietrich and Barton	shopping_net	8.09	Mark	Brown	M	8580 Moore Cove	Wales	AK	99783	64.7556	-165.6723	145	Administrator, education	1939-11-09	20047848cc57ee6e8d46dda373f631ee	1385775747	64.878518	-166.49848799999998	0
427	452585	2019-07-20 08:25:53	4440581794652	fraud_Conroy-Cruickshank	gas_transport	66.6	Karen	Cooper	F	425 Caleb Point Apt. 050	San Diego	CA	92128	33.0067	-117.069	1241364	Pharmacist, hospital	1960-03-01	9ab3be34791b42b147def54144a40a57	1342772753	33.867382	-117.542	0
428	1112656	2020-04-07 16:36:48	213191402330021	fraud_Jacobi Inc	health_fitness	45.31	Thomas	Sullivan	M	464 Newman Crossroad	Milwaukee	WI	53228	42.9676	-88.0434	817312	Accountant, chartered public finance	2004-03-18	ac0183ac3d99b29bbce940c53eb4a078	1365352608	43.125354	-87.220078	0
429	740583	2019-11-12 12:42:05	4427805710168	fraud_McDermott-Rice	misc_pos	4.74	Michelle	Rodriguez	F	1742 Brandon Squares Apt. 461	Ruidoso	NM	88355	33.3305	-105.6933	8874	Licensed conveyancer	2000-08-16	a8b2ea85477ddd0bfa987aa1d3d69dcc	1352724125	33.754687	-105.055743	0
430	269535	2019-05-13 11:07:10	3550554389581384	fraud_Rau and Sons	grocery_pos	98.81	Ryan	Foster	M	03921 Cole Mission Suite 882	Hampton	FL	32044	29.8575	-82.1483	2060	Oncologist	1983-11-10	02d4f264b74d788a82e6e7bede15335a	1336907230	30.215419	-82.573107	0
431	179504	2020-08-23 15:14:42	4319584480204988982	fraud_Powlowski-Weimann	food_dining	14.83	Kathleen	Nash	F	010 Salazar Walk	Cromona	KY	41810	37.1788	-82.695	502	Chief Financial Officer	1960-02-01	14efb0425c7201be4acd2db6d57141eb	1377270882	36.975091	-82.05299000000001	0
432	937249	2020-01-08 09:44:34	4265776278887457	fraud_Conroy-Cruickshank	gas_transport	71.11	Christine	Best	F	68248 Deanna Land	Enola	AR	72047	35.2087	-92.2123	969	Physicist, medical	1954-01-05	12764e52b20b657e0a5a9f17d696e146	1357638274	34.416413	-93.18189	0
433	1120831	2020-04-12 01:25:31	4806443445305	fraud_Koss and Sons	gas_transport	84.28	Eric	Patel	M	69459 Rachel Prairie Apt. 850	Ironton	OH	45638	38.5294	-82.6654	21635	Geochemist	2001-07-10	f5d741c4feb649053bbc12ebb9ce989a	1365729931	38.499885	-83.198061	0
434	131193	2020-08-05 22:15:10	2283743876903625	fraud_Sawayn PLC	shopping_pos	179.58	Shannon	Williams	F	9345 Spencer Junctions Suite 183	Alpharetta	GA	30009	34.077	-84.3033	165556	Prison officer	1997-12-27	123ddb14530d31c9753ac99b771a4d40	1375740910	33.170007	-84.096419	0
435	229046	2020-09-11 15:57:50	4683638447911	fraud_Stiedemann Ltd	food_dining	68.29	Daniel	Boyd	M	8925 Nicholas Points	Egan	LA	70531	30.251	-92.5002	1261	Broadcast presenter	1972-07-01	0778dc2fcc63fbaec0ae0535fc2fd6ea	1378915070	30.819284000000003	-93.255406	0
436	518119	2019-08-11 21:48:33	4178097073221156	fraud_Dibbert and Sons	entertainment	84.99	Jill	Flores	F	639 Cruz Islands	Baroda	MI	49101	41.9488	-86.4913	3104	Horticulturist, commercial	1981-03-29	0db507283548167cd34d50a5a2e0069f	1344721713	41.28538	-87.32201500000001	0
437	843233	2019-12-14 09:46:01	6011652924285713	fraud_Mraz-Herzog	gas_transport	67.07	Kathryn	Smith	F	19838 Tonya Prairie Apt. 947	Rocky Mount	MO	65072	38.2911	-92.7059	1847	Tax inspector	1988-10-26	f76224d87c6fb18b4813af593d513d03	1355478361	38.710966	-93.398052	0
438	345960	2019-06-11 17:19:29	4855488158131690372	fraud_Windler LLC	kids_pets	51.81	Jeremy	Roberson	M	25887 Martin Inlet	Graniteville	VT	5654	44.1554	-72.4847	970	Agricultural consultant	1993-09-29	908573acf9767db6e41da0bd39a85153	1339435169	44.709858	-72.420789	0
439	162637	2020-08-17 11:36:17	377113842678100	fraud_Gerlach Inc	shopping_net	154.96	Billy	Gallagher	M	673 Delgado Burg	Greenwich	NJ	8323	39.4055	-75.3209	804	Insurance risk surveyor	1965-03-25	fe73659a3517fd52b51043bb11d87423	1376739377	38.442485	-74.503291	0
440	88799	2020-07-21 18:05:45	630412733309	fraud_Will Ltd	food_dining	14.57	Heather	Stanton	F	445 Jerry Lights Apt. 081	Republic	MI	49879	46.368	-87.9938	1038	Armed forces training and education officer	1964-04-22	1415d7d7777874bcf847badf650de0ad	1374429945	46.001186	-87.561502	0
441	114388	2019-03-05 20:22:33	372509258176510	fraud_Berge-Hills	kids_pets	82.68	Kristen	Hanson	F	26544 Andrea Glen	Goodrich	MI	48438	42.9147	-83.4845	6951	Learning disability nurse	1985-06-18	ca2059a451a40631e9e24b55a8942794	1330978953	43.134398	-83.53088199999999	0
442	327569	2020-10-25 00:18:23	4302480582202074	fraud_Friesen-Stamm	gas_transport	83.23	David	Rodriguez	M	821 Solis Points	Muskegon	MI	49440	43.2326	-86.2492	128715	Historic buildings inspector/conservation officer	1995-05-25	deda0e32460cd73ebc180b5fd691b450	1382660303	43.900974	-85.904149	0
443	9204	2019-01-06 19:23:15	30042378430132	fraud_Champlin-Casper	home	62.42	Connor	Grant	M	0654 Kevin Turnpike Apt. 084	Northport	NY	11768	40.9051	-73.3309	21902	Tour manager	1976-05-16	d1dc1fb56d6de627b39046cce6f57e6a	1325877795	41.322352	-72.603371	0
444	217935	2020-09-06 21:27:07	4294040533480516	fraud_Schmidt and Sons	shopping_net	2.03	Gail	Weaver	F	979 Stewart Lake	New Ellenton	SC	29809	33.413000000000004	-81.69	2206	Biomedical scientist	1986-12-31	c3549b41275e88f4e583b34fdf6ccfea	1378502827	33.361626	-81.456204	0
445	1077851	2020-03-23 18:26:55	30561214688470	fraud_Ferry, Lynch and Kautzer	misc_net	3.38	Gina	Morrison	F	41851 Victor Drives Suite 219	Allentown	PA	18103	40.5891	-75.4645	166081	Scientist, research (maths)	1998-10-01	a9c09b75cde6289f34b80814a3ec07c2	1364063215	39.84154	-74.81701899999999	0
446	623462	2019-09-22 09:50:28	30428204673351	fraud_Goodwin-Nitzsche	grocery_pos	106.35	Greg	Villarreal	M	2851 Foster Shoals	Schaefferstown	PA	17088	40.3087	-76.2963	823	Gaffer	1982-07-02	cd884452262568c9e171d252cc45489c	1348307428	39.409248	-75.464288	0
447	678117	2019-10-16 03:17:03	4512828414983801773	fraud_Kovacek, Dibbert and Ondricka	grocery_pos	102.35	Monica	Cohen	F	864 Reynolds Plains	Uledi	PA	15484	39.8936	-79.7856	328	Tree surgeon	1983-07-25	d5a270c4caf6aff3237c7bef8309a783	1350357423	40.672711	-79.466814	0
448	58136	2019-02-04 08:13:16	4457732997086323466	fraud_Rau and Sons	grocery_pos	110.21	Stanley	Mayo	M	3433 Jones Branch	Fiddletown	CA	95629	38.5234	-120.6763	832	Immigration officer	1987-05-19	d3193d9b77bfc05cf802f6f79928f8d8	1328343196	38.15981	-120.005441	0
449	790131	2019-12-02 00:15:33	4476840372112	fraud_Johnston, Nikolaus and Maggio	grocery_net	42.99	Steven	Walters	M	3206 Hall Divide Suite 282	Woodville	AL	35776	34.6689	-86.2296	3395	Editor, commissioning	1979-01-21	6869aee482469aa0a58bdabd80a60756	1354407333	34.206558	-86.454426	0
450	961847	2020-01-22 17:40:13	4792627764422477317	fraud_Zboncak, Rowe and Murazik	shopping_net	6.99	Margaret	Mendez	F	7952 Karen Pike	De Soto	KS	66018	38.9462	-94.9714	5760	Chief Executive Officer	1978-10-01	74fa42165094ba144736e810de5fc07b	1358876413	39.79489	-94.90661	0
451	620476	2019-09-21 08:25:34	38199021865320	fraud_Deckow-O'Conner	grocery_pos	100.62	Jesse	Roberts	M	8415 Vaughn Squares Apt. 788	Acworth	NH	3601	43.196000000000005	-72.3001	477	Naval architect	1988-04-15	ba785a99524f6a081b66622ac9def0a1	1348215934	43.691082	-71.79504200000001	0
452	797243	2019-12-03 10:12:36	4586260469584	fraud_Haley, Jewess and Bechtelar	shopping_pos	279.73	Melody	Thompson	F	0362 Anderson Wall	Mound City	MO	64470	40.1362	-95.2138	1631	Architect	1953-01-20	8ab33223c06ce1ad51364e0922aaff33	1354529556	39.574895	-94.876683	0
453	461783	2020-12-11 09:24:53	4670613943676271	fraud_Zboncak LLC	food_dining	82.19	Bianca	Novak	F	0953 David Skyway	Cuthbert	GA	39840	31.7706	-84.7936	5726	Fitness centre manager	1947-08-14	387c458cbc4c9ee5e1a53965f6ae2072	1386753893	31.285968	-85.41150400000001	0
454	368146	2020-11-10 20:37:32	3577663406369449	fraud_Bins-Howell	personal_care	28.96	Cody	Hooper	M	7233 John Parks	Lepanto	AR	72354	35.6069	-90.3359	2470	Counselling psychologist	1968-10-06	f444c5d1d51a62764d9e3fcebea2a40c	1384115852	36.180213	-89.467168	0
455	43814	2020-07-06 12:57:28	6011360759745864	fraud_Lesch, D'Amore and Brown	food_dining	68.09	Steven	Williams	M	231 Flores Pass Suite 720	Edinburg	VA	22824	38.8432	-78.6003	6018	Designer, multimedia	1947-08-21	71ed6085649b3bb57c9827ec4f176be3	1373115448	38.362827	-78.732549	0
456	207434	2019-04-15 19:49:33	3567697931646329	fraud_Hintz, Bauch and Smith	health_fitness	15.25	John	Stevens	M	428 Morgan River	Hudson	NY	12534	42.247	-73.7552	17867	Travel agency manager	1998-07-29	66ac2ff5781d85b6ac66dd4f7d8d22fd	1334519373	41.662052	-73.014276	0
457	464119	2019-07-23 18:17:28	2706977570537524	fraud_Runte, Green and Emard	health_fitness	69.55	David	Serrano	M	4739 Martin Common	Zaleski	OH	45698	39.283	-82.3977	341	Accounting technician	1978-12-18	71fb43394ecf545c5d4f364979123141	1343067448	39.104947	-81.6924	0
458	1270096	2020-06-11 18:39:23	4797297220948468262	fraud_Hammes-Beatty	kids_pets	58.18	Erica	Briggs	F	3310 Davidson Spurs Apt. 107	Oolitic	IN	47451	38.8938	-86.5246	1228	Counsellor	1991-03-13	3c18f73dc4685b78a93d8eca54458354	1370975963	38.689168	-86.40111999999999	0
459	1133532	2020-04-17 09:29:56	3517814635263522	fraud_Kuvalis Ltd	gas_transport	67.55	William	Cannon	M	43809 Kenneth Circles Suite 152	Union	WV	24983	37.5802	-80.5248	2443	Chartered public finance accountant	1941-10-16	9257ba85b6f726144a5aa62da8a7c93e	1366190996	38.192809	-81.18069799999999	0
460	838557	2019-12-13 05:57:30	561942763351	fraud_Hamill-Daugherty	misc_net	3.05	Melissa	Brown	F	330 Montoya Ramp	Washington	DC	20036	38.9087	-77.0414	601723	Prison officer	1986-03-14	a3e452663b1b1bcbdb3bc3178d0eddc2	1355378250	38.393868	-76.69763	0
461	466763	2020-12-12 16:42:57	213178850083780	fraud_Bahringer Group	health_fitness	74.8	Shawn	King	M	31493 Garcia Summit	Athena	OR	97813	45.8289	-118.4971	1302	Dealer	1976-10-18	2ae48d90b80572fd25f988bd3dfd3c5d	1386866577	46.225498	-118.81967	0
462	646430	2019-10-02 05:40:48	3501509250702469	fraud_Erdman-Kertzmann	gas_transport	64.14	Frank	Anderson	M	0611 Stafford Valley Suite 504	Naples	FL	34112	26.1184	-81.7361	276002	Programme researcher, broadcasting/film/video	1979-01-02	b6765aa90512eaae0a4108dab9bb2e16	1349156448	25.459624	-81.033084	0
463	112822	2019-03-04 22:13:42	4198470814557	fraud_Rolfson-Kunde	personal_care	67.44	Christie	Williamson	F	519 Jerry Views	Avoca	IA	51521	41.4768	-95.3509	2036	Engineering geologist	1971-08-20	14fbea806ca28a27357e61b44138cac8	1330899222	41.054432	-95.520737	0
464	1219702	2020-05-25 04:21:51	676372984911	fraud_Prohaska-Murray	gas_transport	43.19	Vicki	Mendoza	F	3645 Atkins Island Apt. 238	Esbon	KS	66941	39.7562	-98.4462	242	Tourism officer	1987-07-18	f7c3c516a6891f29e138ebab499363f9	1369455711	39.242828	-97.622651	0
465	156119	2020-08-15 06:15:49	630425673344	fraud_Nader-Heller	misc_net	50.85	Bryan	Miller	M	411 Laurie Fords	Cass	WV	24927	38.388000000000005	-79.9906	365	Special effects artist	1970-03-14	ee259b0924a175ffe954a3e62539bea5	1376547349	39.144675	-80.659296	0
466	23850	2020-06-29 12:42:46	3531129874770000	fraud_Daugherty, Pouros and Beahan	shopping_pos	38.91	Shelby	Mitchell	F	974 Cindy Stream	Brandon	VT	5733	43.8065	-73.0882	5895	Scientist, marine	1975-07-13	11f0d6074ef0f818bdceee53d77f0b11	1372509766	42.875663	-73.582107	0
467	321499	2019-06-03 02:00:32	4610050989831291	fraud_Schaefer, Maggio and Daugherty	gas_transport	79.03	James	Lynch	M	5155 Mary Common Apt. 927	Utica	PA	16362	41.4798	-79.9403	1102	Garment/textile technologist	1989-07-08	0f3f28c58a947ac86a89a2488dc5025b	1338688832	41.465015	-79.99174000000001	0
468	463612	2019-07-23 12:41:04	371284100299909	fraud_Hagenes, Kohler and Hoppe	food_dining	1.12	Hannah	Thomas	F	1004 Willis Pass	Hedley	TX	79237	34.8698	-100.6806	513	Early years teacher	1976-05-24	e96d6db67bbd18f1b622daa8975d8fee	1343047264	34.35315	-100.723948	0
469	475908	2019-07-28 08:57:30	213199865312311	fraud_Rau and Sons	grocery_pos	144.13	Christopher	Miller	M	493 Fitzgerald Fields Suite 454	Varnell	GA	30756	34.9298	-84.9885	74	Pensions consultant	1944-05-14	830e20932a5a5f5e0a5579f45a363066	1343465850	34.337736	-84.240636	0
470	797783	2019-12-03 14:23:41	342319985983023	fraud_Beier LLC	entertainment	73.48	Bryan	Pugh	M	6366 French Field	Margaretville	NY	12455	42.1852	-74.6178	1988	Environmental health practitioner	1978-05-23	fd26a73aafe0e7bd90fd77c9b7a1af31	1354544621	41.241608	-74.143013	0
471	237436	2020-09-14 22:04:13	2242542703101233	fraud_Schuppe-Schuppe	food_dining	5.44	Samuel	Jenkins	M	43235 Mckenzie Views Apt. 837	Westport	KY	40077	38.4921	-85.4524	564	Pensions consultant	1996-04-10	43cc47cae7cc594b513c247f0bfbb11a	1379196253	38.299938	-84.521986	0
472	892833	2019-12-24 19:46:13	30135235368675	fraud_Boyer PLC	shopping_net	863.38	Amanda	Williams	F	02018 Gary Key Apt. 911	Independence	MO	64058	39.1412	-94.3515	123373	Engineer, production	1992-11-27	becf3141122aace913b742936db78900	1356378373	39.523781	-94.260851	0
473	297858	2020-10-11 20:30:03	30092964733035	fraud_Bode-Schuster	kids_pets	26.13	Jessica	Terry	F	6412 Elizabeth Gardens Suite 633	Maysville	KY	41056	38.6207	-83.8067	14228	Advertising account executive	1971-03-26	0e95c7d46af0f53b63d3f4df0f517c78	1381523403	38.866942	-83.07100200000001	0
474	520955	2020-12-24 01:52:39	4800395067176717	fraud_Beier-Hyatt	shopping_pos	9.37	Daniel	Owens	M	88794 Mandy Lodge Apt. 874	Howells	NE	68641	41.6964	-96.9858	1063	Research scientist (maths)	1928-04-02	3f3e88c1b5165030bf3c45e554484d0b	1387849959	40.863534	-97.645342	0
475	211464	2020-09-03 20:36:53	4958589671582726883	fraud_Hammes-Beatty	kids_pets	59.43	Aaron	Pena	M	793 Hooper Tunnel Suite 154	Burke	VA	22015	38.7894	-77.2818	43102	Health visitor	1950-11-27	e5cbb0b27e50d9262143280a9fc2c556	1378240613	38.624563	-76.398623	0
476	543702	2019-08-20 20:42:19	3533800906065217	fraud_Kling-Ernser	entertainment	3.12	Amber	Thornton	F	840 Werner Lock Apt. 852	Campbell	NE	68932	40.2967	-98.737	493	Surveyor, minerals	1940-09-13	8a3fd51710890019030939d7764bbb46	1345495339	40.489928000000006	-98.914793	0
477	845266	2019-12-14 18:14:56	30442439074871	fraud_Schumm PLC	shopping_net	2.87	Linda	Sanchez	F	6574 William Hill Apt. 375	Jermyn	PA	18433	41.5744	-75.5881	6508	Training and development officer	1981-06-22	20ce54dc46aaf8e27fe5f4c24bded46e	1355508896	42.485511	-75.561759	0
478	150044	2019-03-22 05:05:00	4457732997086323466	fraud_Doyle Ltd	grocery_pos	99.0	Stanley	Mayo	M	3433 Jones Branch	Fiddletown	CA	95629	38.5234	-120.6763	832	Immigration officer	1987-05-19	f095730a334d10957f654ea5daccc2a3	1332392700	38.738690000000005	-121.003601	0
479	79685	2019-02-17 02:39:05	4005676619255478	fraud_Lockman, West and Runte	grocery_pos	63.01	William	Perry	M	458 Phillips Island Apt. 768	Denham Springs	LA	70726	30.459	-90.9027	71335	Herbalist	1994-05-31	7886da46fb7c6160fc3a386791604a4f	1329446345	31.235454	-90.580395	0
480	510538	2020-12-21 20:34:48	4092452671396169678	fraud_Bins-Howell	personal_care	57.55	Jeffrey	Vargas	M	478 Alexandria Mount	Bolton	NC	28423	34.3091	-78.3372	2290	Engineer, biomedical	1945-12-07	c23625b628a4042038639bdb48b9279d	1387658088	34.679827	-78.42596999999999	0
481	27702	2019-01-17 00:13:34	345832460465610	fraud_Welch Inc	misc_net	2.26	Jason	Mcmahon	M	6385 Donald Square Suite 429	Springfield	VA	22151	38.8029	-77.2116	104396	Production engineer	1950-11-20	bce88a5809d59fc65a7167929fe74e8d	1326759214	38.739916	-77.124787	0
482	314358	2019-06-01 03:46:19	180017442990269	fraud_Bashirian Group	shopping_net	18.48	Michelle	Anderson	F	28311 Dennis Trace	Albany	NY	12222	42.6853	-73.8253	151022	Designer, textile	1939-06-01	d23cb5a55584efd72330de0703e05afe	1338522379	43.280551	-73.840638	0
483	140587	2020-08-09 17:50:32	6011104316292105	fraud_Hintz, Bauch and Smith	health_fitness	59.12	Valerie	Davis	F	3861 Anderson Ramp Apt. 536	Drakes Branch	VA	23937	36.9688	-78.5615	1970	Energy engineer	1985-09-02	56bee305aae06050dd9d3df0413de50c	1376070632	36.829846	-79.033499	0
484	1089597	2020-03-29 09:28:07	4683520018489354	fraud_Smitham-Schiller	grocery_net	44.65	Charles	Carrillo	M	17547 Stephen Turnpike Apt. 846	Hawthorne	CA	90250	33.9143	-118.3493	93193	Editor, magazine features	1995-04-19	5027c104064f29688a63f7696b516c51	1364549287	33.750931	-118.657559	0
485	330075	2020-10-25 22:46:42	3589289942931264	fraud_Torphy-Goyette	shopping_pos	6.87	Paula	Estrada	F	350 Stacy Glens	Spencer	SD	57374	43.7557	-97.5936	343	Development worker, international aid	1972-03-05	2e13cfed8f7988bb3f456de9d34a18a4	1382741202	44.054579	-97.738881	0
486	908505	2019-12-28 20:09:37	676148621961	fraud_Wuckert-Goldner	home	46.72	Jennifer	Vega	F	91644 Crystal Drives	Eagarville	IL	62023	39.1118	-89.7855	91	Materials engineer	1962-11-18	ed71a2ebf1eef8318f3582749a62c027	1356725377	38.280137	-89.676455	0
487	118140	2019-03-07 23:25:05	4198470814557	fraud_Crona and Sons	kids_pets	14.53	Christie	Williamson	F	519 Jerry Views	Avoca	IA	51521	41.4768	-95.3509	2036	Engineering geologist	1971-08-20	8ce0cc231d88647200aee4920f332007	1331162705	41.021747	-96.008388	0
488	1262290	2020-06-08 20:54:31	3551217896304745	fraud_Price Inc	shopping_net	1.96	Sara	Harris	F	597 Jenny Ford Apt. 543	Tupper Lake	NY	12986	44.232	-74.4905	6120	Chartered loss adjuster	1976-10-09	6a4c53ae89a0345a182a1c2cadeb0b2b	1370724871	43.669635	-74.612627	0
489	1198602	2020-05-16 09:35:37	4904681492230012	fraud_Padberg-Welch	grocery_pos	97.26	Lisa	Lowe	F	574 David Locks Suite 207	Cottekill	NY	12419	41.8467	-74.1038	722	Comptroller	1990-10-19	ae6a3f3991d584c0d0822ffd123769fb	1368696937	41.219033	-74.624879	0
490	318436	2019-06-02 09:11:29	501802953619	fraud_Cummings LLC	gas_transport	42.05	Robert	Flores	M	3277 Fields Meadows Apt. 790	Greenview	CA	96037	41.5403	-122.9366	308	Call centre manager	1958-09-20	180026fd85cbc9157e0b558fd32e8fea	1338628289	41.027221	-122.778984	0
491	1286688	2020-06-16 23:55:42	6011934240159560	fraud_Stark-Batz	entertainment	87.77	Joshua	Cohen	M	426 Mark Ports	Brooklin	ME	4616	44.2541	-68.5565	824	Loss adjuster, chartered	1974-11-02	a8d36c42223d67481d87577a125935d1	1371426942	43.678378	-69.395904	0
492	1002627	2020-02-15 21:46:51	373043435942726	fraud_Hagenes, Kohler and Hoppe	food_dining	64.03	Vincent	Richards	M	2064 Tyler Fork	Beasley	TX	77417	29.479	-95.9681	2457	Trading standards officer	1981-03-04	bd731b8fdaab2c54fe86e807335230b5	1360964811	29.213468	-95.943312	0
493	1013461	2020-02-22 09:15:56	180018375329178	fraud_Kutch-Hegmann	grocery_net	76.27	Michelle	Woods	F	952 Joseph Throughway	Munith	MI	49259	42.3703	-84.2485	2523	Geophysicist/field seismologist	1988-03-21	40089174cd5c9c553b2bde6d3ce75236	1361524556	43.026096	-83.794313	0
494	266075	2020-09-27 21:32:09	4342532437704183	fraud_Weber, Thiel and Hammes	kids_pets	104.22	Kevin	Elliott	M	1852 Vincent Isle Suite 328	Newark Valley	NY	13811	42.2281	-76.1625	4354	Further education lecturer	1994-02-16	14745fd61fb57c3bc40f02bb62dfc189	1380317529	42.531175	-75.309665	0
495	425639	2019-07-10 02:31:04	3559160581764413	fraud_Deckow-O'Conner	grocery_pos	108.96	Allen	Bell	M	70147 Amanda Fields	Saint Bonaventure	NY	14778	42.2701	-78.6847	1453	Toxicologist	1974-02-15	29bf0af081e659b0d8f9c459cd5c8d12	1341887464	42.482008	-79.406166	0
496	1255700	2020-06-07 01:46:22	38588538868506	fraud_Luettgen PLC	gas_transport	81.98	Jacqueline	Curry	F	3047 Jeff Place	Marathon	TX	79842	30.1886	-103.2214	498	Lexicographer	1990-11-23	79be4046da969012edb5aa44c2cd8b7a	1370569582	30.371849	-103.627254	0
497	413351	2019-07-06 09:11:07	3582754887089201	fraud_Murray-Smitham	grocery_pos	147.3	Terrance	Mckinney	M	42965 Christopher Fords Suite 659	Norman	AR	71960	34.4596	-93.6743	1383	Magazine features editor	1966-08-08	6ea826e050959c4d2e3811d656191e02	1341565867	35.000041	-94.451056	0
498	150676	2020-08-12 16:55:24	4428154703770710	fraud_Graham and Sons	health_fitness	34.06	Brittany	Guerra	F	79209 Gary Dale	Colton	WA	99113	46.5901	-117.1692	761	Chief Marketing Officer	1943-06-30	b40188c679839ab92a389742e622cc8b	1376326524	46.006789000000005	-116.65606499999998	0
499	622413	2019-09-21 23:55:27	180094419304907	fraud_Bradtke, Torp and Bahringer	personal_care	80.19	Sharon	Smith	F	17666 David Valleys	Sun City	CA	92585	33.7467	-117.1721	54287	Designer, exhibition/display	1972-09-22	cc2469011bc6b89b7ef282a9fee38ccf	1348271727	34.158567	-116.849582	0
500	128654	2019-03-11 21:23:30	30501624614310	fraud_Parker-Kunde	personal_care	51.77	Amanda	Smith	F	180 Graves Shore	Scotia	SC	29939	32.6786	-81.2455	302	Magazine features editor	1973-05-04	aa596591df9a91c0e4a319f5c9eb27f4	1331501010	33.579144	-80.312958	0
501	290125	2019-05-22 22:13:09	2269768987945882	fraud_Padberg-Sauer	home	6.96	Shannon	Patterson	F	9808 Ellis Bypass	Mount Morris	NY	14510	42.6835	-77.8664	4895	Acupuncturist	1958-10-29	b44502df802da94b8ca2d198416e2e0e	1337724789	41.738664	-78.199717	0
502	178166	2019-04-03 05:32:39	4449530933957323	fraud_Halvorson Group	misc_pos	28.62	Felicia	Mckee	F	84079 Thomas Burgs	Tomales	CA	94971	38.2427	-122.9145	337	Occupational psychologist	1954-07-05	75fd318c39fd86d8b8875b6debf71f2c	1333431159	38.189884	-123.30326399999998	0
503	898899	2019-12-26 16:14:41	6011603272871604	fraud_Prosacco LLC	personal_care	12.84	Robert	Holland	M	431 Tracy Expressway	Milner	GA	30257	33.141	-84.1759	4138	Field seismologist	1969-05-16	d6480c0c44d43a4dea164e5b759f7bf4	1356538481	33.21508	-84.54792900000001	0
504	529183	2019-08-16 05:12:45	180067151859700	fraud_Schmitt Ltd	misc_net	355.5	Karen	Ryan	F	82468 Michelle Village Suite 556	Joliet	IL	60432	41.5378	-88.0572	128354	Teacher, secondary school	1992-01-20	21cb4f6e98bbf4e7dd387b203e63ee4b	1345093965	42.446675	-87.512631	0
505	647684	2019-10-02 22:17:55	630423337322	fraud_Breitenberg LLC	travel	4.36	Stephanie	Gill	F	43039 Riley Greens Suite 393	Orient	WA	99160	48.8878	-118.2105	149	Special educational needs teacher	1978-06-21	40a610288899f6915fcb5244f2d61247	1349216275	48.520777	-118.419625	0
506	1290485	2020-06-18 23:30:51	4586260469584	fraud_Bins-Howell	personal_care	47.09	Melody	Thompson	F	0362 Anderson Wall	Mound City	MO	64470	40.1362	-95.2138	1631	Architect	1953-01-20	1d828722151133ce6e3376cb70d98e74	1371598251	40.407336	-94.512541	0
507	839708	2019-12-13 14:12:46	340951438290556	fraud_Champlin and Sons	home	39.85	Maria	Garcia	F	865 Thomas Village	Orangeburg	NY	10962	41.0442	-73.9609	5950	Records manager	1971-07-02	dfe24b61c6a65c000a0f30b9c3eb9356	1355407966	41.215319	-74.80926099999999	0
508	326564	2020-10-24 13:25:23	4536996888716062123	fraud_Lubowitz-Walter	kids_pets	8.05	Nathan	Mendoza	M	767 Adam Mill Apt. 115	Espanola	NM	87533	35.9866	-106.0654	18408	Historic buildings inspector/conservation officer	1972-07-18	395c920a06ac5b9b8f1965da50176026	1382621123	35.525545	-105.330079	0
509	365785	2020-11-10 02:50:24	3552581383553463	fraud_Kuhic LLC	shopping_net	91.28	Jonathan	Castro	M	200 Christie Mills Apt. 307	Andrews	NC	28901	35.1959	-83.8228	5354	Retail buyer	1965-04-13	bc99d8c0249fdb0d70060113c657e961	1384051824	34.917619	-83.732609	0
510	954998	2020-01-18 22:25:07	4079773899158	fraud_Breitenberg LLC	travel	9.61	Eric	Preston	M	7020 Doyle Stream Apt. 951	Mesa	ID	83643	44.6255	-116.4493	129	Cartographer	1965-12-15	3af53b9aeacb878b0865d093f4676f0f	1358547907	44.893635	-115.558481	0
511	838860	2019-12-13 08:27:14	213126662687660	fraud_Roob LLC	grocery_net	58.58	Christopher	Luna	M	242 Brian Mountain	Laredo	TX	78040	27.5155	-99.4986	248858	Video editor	1971-01-28	3157ad85ff30b6cbba93798c400a0d0f	1355387234	27.325208	-99.675903	0
512	349013	2020-11-02 21:35:53	4178097073221156	fraud_Crist, Jakubowski and Littel	home	116.26	Jill	Flores	F	639 Cruz Islands	Baroda	MI	49101	41.9488	-86.4913	3104	Horticulturist, commercial	1981-03-29	e6998a3aa4aaa102ac320c7fa40be2c9	1383428153	41.215549	-85.514711	0
513	1026673	2020-03-01 17:34:10	4302480582202074	fraud_Ziemann-Waters	health_fitness	68.96	David	Rodriguez	M	821 Solis Points	Muskegon	MI	49440	43.2326	-86.2492	128715	Historic buildings inspector/conservation officer	1995-05-25	6a167f64e181411d03d4724e404009ea	1362159250	42.64408	-85.369422	0
514	1275712	2020-06-14 03:11:40	4755696071492	fraud_Cartwright-Harris	grocery_pos	59.22	Robert	Evans	M	01892 Patricia Vista Apt. 828	Sachse	TX	75048	32.9643	-96.6012	20328	Site engineer	1985-06-20	d27b6e4d247978ee7d298456f1f553fd	1371179500	32.076152	-97.024712	0
515	95484	2019-02-25 21:18:35	6011542681743618	fraud_Hermann and Sons	shopping_pos	8.27	Emily	Hall	F	8851 Reese Neck	Basye	VA	22810	38.8089	-78.7776	863	Engineer, mining	1972-08-09	cf011e9b907b2641e6eb45c8eac4b955	1330204715	38.761614	-78.711551	0
516	964533	2020-01-24 16:24:33	342319985983023	fraud_Klocko, Runolfsdottir and Breitenberg	health_fitness	73.33	Bryan	Pugh	M	6366 French Field	Margaretville	NY	12455	42.1852	-74.6178	1988	Environmental health practitioner	1978-05-23	1054d9fc0622178df3559f4170159a97	1359044673	41.496967	-74.426539	0
517	88350	2020-07-21 15:49:22	3518758680062249	fraud_Eichmann-Russel	misc_pos	179.78	Antonio	Koch	M	8738 Richard Brooks	Moab	UT	84532	38.5677	-109.5271	9772	Location manager	1989-11-24	4c5c35a03f4e27808f2648ef09eebf45	1374421762	38.222532	-109.504785	0
518	659875	2019-10-07 19:23:21	3512365128314616	fraud_Conroy, Balistreri and Gorczany	health_fitness	64.21	Francisco	Kemp	M	9554 Flores Drive	Arnold	MO	63010	38.4305	-90.387	35439	Land/geomatics surveyor	1985-03-31	8c75fc8ea4c39a22cd04e6b37bc7e3ec	1349637801	37.589819	-90.303842	0
519	940071	2020-01-10 12:31:54	342351256941125	fraud_Torphy-Goyette	shopping_pos	9.44	Rebecca	Obrien	F	5619 Mendoza Inlet	Juliette	GA	31046	33.1194	-83.8235	3343	Theatre manager	1990-06-08	438735aa67dec1b35de4149cd2d3b620	1357821114	32.760936	-83.742094	0
520	386100	2019-06-26 00:48:23	30030380240193	fraud_McCullough Group	grocery_net	46.48	William	Jenkins	M	50614 Kevin Point	Harper	TX	78631	30.2816	-99.241	2395	Pharmacist, community	1993-11-17	bb9197353864b6ec43b2bc41eaad3644	1340671703	29.329672	-99.964623	0
521	1090776	2020-03-29 19:18:55	6595970453799027	fraud_Hartmann, Rowe and Hermann	travel	7.44	Gina	Gomez	F	72030 Shelton Crossing Apt. 742	Stirling	NJ	7980	40.6774	-74.4968	2307	Science writer	1969-09-11	f8888cbcf49a9398ddd3d1cc5d64378d	1364584735	40.00159	-75.41478199999999	0
522	1038952	2020-03-07 02:27:44	2358122155477959	fraud_Christiansen-Gusikowski	misc_pos	1.65	Mike	Tran	M	17355 Mendoza Bypass Suite 059	Linthicum Heights	MD	21090	39.2092	-76.6681	9784	Conservator, furniture	1924-10-30	85dee8a0ec79623abc3fffcc4d4bbdb8	1362623264	39.002048	-76.549604	0
523	81443	2019-02-17 23:09:22	347073228412010	fraud_Homenick LLC	personal_care	78.64	Ryan	Johnson	M	40178 Lisa Mission	Alva	WY	82711	44.6873	-104.4414	110	Administrator, local government	1973-05-16	6ee73c396894c2bb4fdcc5d614c35829	1329520162	44.391199	-104.292735	0
524	1104372	2020-04-04 21:13:03	6538441737335434	fraud_Ernser-Lynch	food_dining	6.07	Gina	Grimes	F	444 Robert Mews	Clarks Mills	PA	16114	41.3851	-80.1752	606	Energy manager	1997-09-22	f3c79203e753c138486383e5d80c6346	1365109983	41.325984000000005	-80.74412199999999	0
525	190062	2020-08-26 17:28:12	3583793405872580	fraud_Kozey-Kuhlman	personal_care	70.1	Beth	Lambert	F	6447 Johnson Estates Apt. 986	Roosevelt	OK	73564	34.847	-98.9836	551	Amenity horticulturist	1970-09-27	4e4e474a7c02691df595a42adebbd9d9	1377538092	34.070629	-98.452672	0
526	937465	2020-01-08 13:49:27	6538441737335434	fraud_Kuhn Group	food_dining	266.22	Gina	Grimes	F	444 Robert Mews	Clarks Mills	PA	16114	41.3851	-80.1752	606	Energy manager	1997-09-22	fa1d9442f117ff3bc5c1ba45963eb7fe	1357652967	41.507165	-80.082941	0
527	1115871	2020-04-09 10:07:51	4646845581490336108	fraud_McCullough LLC	misc_pos	147.73	Julia	Bell	F	576 House Crossroad	West Sayville	NY	11796	40.732	-73.1	4056	Film/video editor	1990-06-25	3f7b0112dcb332287f5b9760b82137a9	1365502071	39.842972	-73.137752	0
528	377993	2020-11-15 22:16:24	4560395181594436016	fraud_Mayert Group	shopping_pos	1.89	Angela	Taylor	F	6343 Ramirez Skyway Apt. 518	Lakeport	CA	95453	39.047	-122.9328	11256	Podiatrist	1972-10-18	9a5fccc3c403b994a7fc1ee869344e85	1384553784	38.51728	-122.806521	0
529	435966	2019-07-14 03:39:47	30199621383748	fraud_Herman Inc	misc_pos	4.47	Theresa	Powell	F	117 Natasha Vista Suite 936	Leonard	TX	75452	33.4044	-96.2238	4090	Sub	1977-03-23	0e4d1a74caeb71b2327d9eb0ff64afef	1342237187	33.358838	-97.074353	0
530	228021	2020-09-11 02:42:16	4708992452821239	fraud_Hills-Witting	shopping_net	5.91	Jared	Walters	M	3326 Hannah Fords	Cord	AR	72524	35.8184	-91.3375	376	Designer, ceramics/pottery	1938-09-08	0de9dd69e755544abc2224d205eb1729	1378867336	36.536928	-91.290726	0
531	596574	2019-09-09 21:24:40	4707867759656333	fraud_Botsford and Sons	home	37.15	Susan	Shah	F	9016 Jordan Bypass Apt. 516	Cranks	KY	40820	36.7558	-83.1838	581	Psychologist, counselling	1967-02-04	26730361e1d4d9465ca1e9837df8a002	1347225880	36.471193	-82.701784	0
532	151629	2019-03-23 00:06:35	3517527805128735	fraud_Erdman-Kertzmann	gas_transport	53.89	Tracy	Conway	F	6778 Campos Field	Bonfield	IL	60913	41.1573	-88.0619	1617	Medical secretary	1990-04-25	11cedce522622e1516afac1e71fbfcb6	1332461195	40.703712	-87.90349499999999	0
533	215591	2019-04-20 07:36:21	4926376199189801	fraud_Harris, Gusikowski and Heaney	grocery_net	43.45	Claire	Davis	F	83685 Matthew Center Suite 870	Cherokee Village	AR	72529	36.3011	-91.5281	4726	Pharmacologist	1977-06-07	cc05df9728e4b7dc11b67c4804739c14	1334907381	35.379228999999995	-92.490232	0
534	657618	2019-10-07 01:08:23	348789608637806	fraud_Christiansen, Goyette and Schamberger	gas_transport	33.48	Megan	Murphy	F	53696 Laura Radial	Holstein	NE	68950	40.4542	-98.6538	331	Telecommunications researcher	1950-08-19	5917d6d19cae796301b610d3668107c2	1349572103	40.607867	-99.391587	0
535	189802	2020-08-26 14:44:33	6011348830550197	fraud_Beier-Hyatt	shopping_pos	1.14	Samuel	Johnston	M	16285 Jessica Lights	Birmingham	AL	35229	33.4629	-86.7904	493806	Musician	1980-07-12	f8510f96ef9d28836f4ec78d31c47173	1377528273	33.477129999999995	-87.498521	0
536	392015	2020-11-22 07:37:11	4988304376504	fraud_Barton Inc	grocery_pos	116.17	William	Thompson	M	977 Rita Grove Apt. 000	Rock Tavern	NY	12575	41.4575	-74.1659	2258	Building surveyor	1937-03-17	78fbd22ac26026c2b999812e923bad41	1385105831	41.978468	-74.111053	0
537	457689	2019-07-21 17:29:56	676281772837	fraud_Hoppe-Parisian	kids_pets	20.32	Alicia	Bishop	F	222 Freeman Islands	Whigham	GA	39897	30.8836	-84.3246	3430	Editor, commissioning	1950-03-25	1ddd87e9c4efc45d6cc9fb9a32708062	1342891796	30.211936	-84.705374	0
538	723569	2019-11-04 19:32:10	3561212938177173	fraud_Eichmann-Russel	misc_pos	5.71	Jose	Campbell	M	550 Cunningham Squares	Dadeville	AL	36853	32.8224	-85.7704	8269	Minerals surveyor	1977-01-04	aa8c5320455202468ffefbfa551c964a	1352057530	32.239571999999995	-86.45788	0
539	1174466	2020-05-05 05:34:04	3566094707272327	fraud_Goldner, Kovacek and Abbott	grocery_pos	250.35	Kristina	Stewart	F	47029 Jimmy Tunnel Apt. 106	Newhall	CA	91321	34.3795	-118.523	34882	Health physicist	1971-04-25	ccc3ab39cd05ebd7efedb6613e019997	1367732044	35.003807	-117.876421	0
540	654577	2019-10-06 02:29:20	4365382885912355	fraud_Bradtke PLC	grocery_pos	88.35	Robert	Goodman	M	956 Paul Fields Suite 108	Orr	MN	55771	48.1439	-92.8561	1680	Horticultural therapist	1976-12-10	d3bd13a61a5ce84d47b778f45f4dc4a7	1349490560	48.610776	-93.806739	0
541	547691	2019-08-22 18:09:19	4328928491302401	fraud_Langworth LLC	personal_care	80.26	Margaret	Ray	F	927 Cummings Manor Suite 318	Greendale	WI	53129	42.9373	-87.9943	13973	Logistics and distribution manager	1981-05-06	4dc1b1d9e41159cf1a9dcdddab6472a0	1345658959	42.928688	-87.256191	0
542	247206	2020-09-19 17:46:16	4939976756738216	fraud_Osinski Inc	personal_care	106.24	Michelle	Johnston	F	3531 Hamilton Highway	Roma	TX	78584	26.4215	-99.0025	18128	IT trainer	1990-11-07	613262257e0075c70cdfa8a8db5d3ee2	1379612776	25.495026	-99.489042	0
543	290930	2019-05-23 11:17:38	4467456915153312231	fraud_Kris-Weimann	misc_net	42.65	Rita	Myers	F	75703 Hernandez Corner Suite 348	Tampa	FL	33620	28.06	-82.4079	717255	Waste management officer	1966-09-16	4597569b09519cdf7be0ac9144bd5b01	1337771858	28.958976	-83.22529399999999	0
544	489705	2020-12-17 07:02:25	180064817343047	fraud_Vandervort-Funk	grocery_pos	129.68	Patricia	Gonzalez	F	8973 Mark Drive	Stephensport	KY	40170	37.9048	-86.524	344	Chartered public finance accountant	1967-03-30	e3107131e265dc4bd59e47becb928133	1387263745	38.034823	-87.083993	0
545	351144	2019-06-14 01:31:38	30427035050508	fraud_Bahringer, Schoen and Corkery	shopping_pos	1.04	John	Chandler	M	88325 Brandon Greens Apt. 477	Detroit	MI	48202	42.377	-83.0796	673342	Broadcast presenter	1969-11-20	58da0500c84386770bf8c3accfc386db	1339637498	43.320527	-82.58306800000001	0
546	257194	2019-05-08 03:07:58	675909898057	fraud_Heidenreich PLC	grocery_pos	102.69	Christopher	Henry	M	1198 Robert Stravenue Apt. 479	Armonk	NY	10504	41.136	-73.7009	7987	Television/film/video producer	1964-03-16	cdcd21cd49b9a0009b8b3144ad9ad137	1336446478	41.328137	-73.171869	0
547	372292	2019-06-21 16:38:58	4208110975550360171	fraud_Hagenes, Hermann and Stroman	travel	572.94	David	Bonilla	M	82073 Jessica Camp	West Green	GA	31567	31.6143	-82.7243	782	Audiological scientist	1982-01-16	48beb1ab77f994cdbb394ced0a5eaa5e	1340296738	31.968788	-83.347695	0
548	934575	2020-01-06 14:08:53	378904938837132	fraud_Goyette-Gerhold	kids_pets	20.43	Tina	Zimmerman	F	3595 Susan Island Suite 063	Thomas	OK	73669	35.7382	-98.7388	1675	Barrister	1986-05-01	a302ccad19347aad4aee6e9868d0ed81	1357481333	36.258837	-97.828383	0
549	1094317	2020-03-30 22:08:53	30131826429364	fraud_Morissette LLC	entertainment	24.88	Brianna	Foley	F	57256 Raymond Ports	Knoxville	TN	37932	35.9335	-84.1481	391389	Designer, industrial/product	1994-04-22	d9b4eb85082f76e6a681c2e9166ac764	1364681333	35.025108	-84.302863	0
550	528023	2019-08-15 17:34:39	2252055259910912	fraud_Graham and Sons	health_fitness	74.65	Jason	Hernandez	M	220 Frank Gardens	Hewitt	WI	54441	44.6437	-90.1031	828	Arts development officer	1991-08-19	af2e3f368cfec0d318050f0c56ff072a	1345052079	44.003652	-89.483899	0
551	366668	2020-11-10 11:00:07	4400011257587661852	fraud_Pacocha-O'Reilly	grocery_pos	93.94	Marissa	Powell	F	474 Allen Haven	North Loup	NE	68859	41.4972	-98.7858	509	Nurse, children's	1980-09-15	de5fba63ca5e15aac0e928c1ba22308e	1384081207	40.83121	-99.033826	0
552	174768	2020-08-21 18:37:59	4089096483689733451	fraud_Berge-Ullrich	home	31.2	Debra	Stark	F	686 Linda Rest	Kilgore	TX	75662	32.3836	-94.8653	24536	Multimedia programmer	1983-10-14	658e48223ff63b3d7715f828762fc336	1377110279	32.796371	-94.914198	0
553	916886	2019-12-30 04:42:38	4378993458389626	fraud_Cummings LLC	gas_transport	87.28	Travis	Hayes	M	1561 Chase Grove	Conway	NH	3818	43.9742	-71.1503	3807	Surgeon	1999-10-25	178f5951c39166c4d8130955f1a7501d	1356842558	43.093006	-70.941118	0
554	1291590	2020-06-19 12:42:44	4586810168620942	fraud_Crist, Jakubowski and Littel	home	26.68	Michelle	Gregory	F	6983 Carrillo Isle	Edisto Island	SC	29438	32.5486	-80.307	2408	Sales professional, IT	1997-07-05	dfd7ab663b5cc1dc62a03f04dfea017f	1371645764	33.018439	-80.93173399999999	0
555	450009	2020-12-08 09:55:49	3533012926413100	fraud_Conroy-Cruickshank	gas_transport	63.48	Megan	Bernard	F	128 Nathan Ramp	Barneveld	NY	13304	43.2237	-75.1612	1684	IT trainer	1994-03-01	a53d3552a2c163a4741d2d3205053ac1	1386496549	44.154655	-75.72005	0
556	711198	2019-10-30 20:30:51	6011148190095209	fraud_Padberg-Sauer	home	5.6	Terri	Bailey	F	508 Erin Mount	Daly City	CA	94015	37.6787	-122.478	107941	Buyer, industrial	1991-10-04	a8816354c24ac11cfa2f3ed42c499582	1351629051	37.185938	-123.022952	0
557	58537	2019-02-04 12:58:15	4859525594182537	fraud_Cronin, Kshlerin and Weber	health_fitness	57.28	Rebecca	Farley	F	383 Long Islands	Downsville	NY	13755	42.0716	-75.0152	1228	Psychotherapist, child	1990-02-25	5147d7a9aa1c088ee2c51896b6df30ac	1328360295	42.634228	-74.572415	0
558	117162	2019-03-07 13:19:48	581508178315	fraud_Fadel Inc	health_fitness	70.54	Michael	Vargas	M	933 Martin Rapids	Desdemona	TX	76445	32.2819	-98.5673	407	Clothing/textile technologist	1978-08-08	5a4d58f2618b8ef8b0195b81fd653d0d	1331126388	32.697214	-98.731711	0
559	121450	2020-08-02 22:50:20	2233882705243596	fraud_Fritsch LLC	travel	3.7	Jamie	Robinson	F	67089 Caitlin Meadow Apt. 905	Sturgis	MS	39769	33.357	-89.0473	1923	Medical physicist	1960-01-16	b7f82159c1f1b5ac0893be0a38d82a55	1375483820	32.912757	-89.726122	0
560	297198	2019-05-25 21:15:42	370612217861404	fraud_Lind-Buckridge	entertainment	51.93	Amanda	Fitzgerald	F	298 Kayla Lights	Bristol	PA	19007	40.1159	-74.8536	21125	Administrator, charities/voluntary organisations	1985-05-25	14d9ed702e8da352bc916f78ef4306af	1337980542	40.851931	-75.26838599999999	0
561	1250169	2020-06-04 17:37:52	3543591270174051	fraud_Johns Inc	entertainment	41.23	Margaret	Lam	F	6911 Nicholas Keys Apt. 237	Armagh	PA	15920	40.4603	-79.0097	922	Early years teacher	1972-10-04	508755d4088c9def1297e562afce53ee	1370367472	39.628754	-79.365785	0
562	282353	2019-05-19 13:39:51	30442439074871	fraud_Hudson-Grady	shopping_pos	143.32	Linda	Sanchez	F	6574 William Hill Apt. 375	Jermyn	PA	18433	41.5744	-75.5881	6508	Training and development officer	1981-06-22	fd61925682b648c0c9fe373d1e92b25f	1337434791	41.140249	-75.958411	0
563	214064	2020-09-05 06:23:55	502038091380	fraud_Rutherford-Mertz	grocery_pos	109.09	Kurt	Peters	M	7290 Ashlee Keys	Kissee Mills	MO	65680	36.6704	-93.0377	1201	Engineer, agricultural	1980-03-18	187531f908b9178146a99714c38f08eb	1378362235	36.745909000000005	-93.729553	0
564	1294547	2020-06-20 17:55:06	6011893664860915	fraud_Pouros-Haag	shopping_pos	1.01	Erin	Chavez	F	3379 Williams Common	Littleton	CO	80120	39.5994	-105.0044	320420	Water engineer	1975-07-31	78685926d6bab7495c2e9dc5e411439f	1371750906	40.120398	-105.402113	0
565	1042536	2020-03-08 17:47:08	4294040533480516	fraud_Schroeder, Hauck and Treutel	entertainment	38.23	Gail	Weaver	F	979 Stewart Lake	New Ellenton	SC	29809	33.413000000000004	-81.69	2206	Biomedical scientist	1986-12-31	abae1be1ab13fd03c2d928e369f55872	1362764828	34.404961	-81.60184100000001	0
566	137785	2020-08-08 20:41:57	6011679934075347	fraud_Weber and Sons	food_dining	6.41	Jennifer	Gonzalez	F	5517 Stacy Land	Jelm	WY	82063	41.0539	-106.0763	100	Public librarian	1974-04-16	026a76d727d9d03c9fe3552a326ce2e3	1375994517	40.109098	-106.73108700000002	0
567	1266092	2020-06-09 20:39:02	3552581383553463	fraud_Koss, Hansen and Lueilwitz	home	11.11	Jonathan	Castro	M	200 Christie Mills Apt. 307	Andrews	NC	28901	35.1959	-83.8228	5354	Retail buyer	1965-04-13	9ff8a85b65a3d370cf40d6dfcdef3700	1370810342	36.115543	-83.29154	0
568	369066	2019-06-20 07:43:10	3502377050801561	fraud_Tillman, Dickinson and Labadie	gas_transport	70.19	Kathleen	Martin	F	659 Nicole Cove Suite 560	New Waverly	TX	77358	30.5354	-95.4532	4993	Scientist, biomedical	1948-11-30	6ea5c1a7c43608685c484f867d907a03	1340178190	29.648573	-94.787104	0
569	694205	2019-10-23 07:43:36	4025612008285111	fraud_Heidenreich PLC	grocery_pos	150.04	Krystal	Key	F	23142 Montoya Island Apt. 742	Corsica	PA	15829	41.1762	-79.1976	1274	Maintenance engineer	1949-03-20	a9b0159e008c2bfebcb9e62f60e45e89	1350978216	41.167363	-80.18355600000001	0
570	57722	2020-07-11 14:47:25	30428204673351	fraud_Ritchie, Oberbrunner and Cremin	travel	582.62	Greg	Villarreal	M	2851 Foster Shoals	Schaefferstown	PA	17088	40.3087	-76.2963	823	Gaffer	1982-07-02	17c5e7ecaaa54bfbca4e350daa2575a1	1373554045	39.412199	-75.77593	0
571	800355	2019-12-04 10:19:13	4433091568498503	fraud_Dickinson Ltd	misc_pos	5.01	Linda	Davis	F	493 Todd Views	Gaithersburg	MD	20882	39.2335	-77.1458	135332	Clinical biochemist	1936-03-28	3475cf04e3f2b9c2a0bf1feb5f44d928	1354616353	39.298007	-77.753498	0
572	536708	2020-12-27 23:44:53	213195754007681	fraud_Hilpert-Conroy	kids_pets	21.12	Zachary	Allen	M	69252 Oconnor Alley Apt. 153	Ollie	IA	52576	41.2001	-92.1354	568	Commercial horticulturist	1969-07-24	925a943e4b907adc0ef3c7fb33494224	1388187893	41.028903	-92.404982	0
573	22237	2020-06-29 01:17:20	6511349151405438	fraud_Stiedemann Inc	misc_pos	88.29	Robert	Nguyen	M	74835 Garner Point	Ruth	NV	89319	39.3426	-114.8859	450	Interpreter	1946-08-24	0dd45e38c40642fc93a232abf3dcc825	1372468640	38.970713	-115.235186	0
574	422939	2019-07-08 20:42:30	30118423745458	fraud_Durgan, Gislason and Spencer	home	109.56	Jared	Velazquez	M	01479 Murray Circle	Matawan	NJ	7747	40.4109	-74.238	30770	Drilling engineer	1993-04-29	2c2f69822ddf3846645cf060bd6c4c32	1341780150	41.3724	-73.42885	0
575	42704	2019-01-26 13:26:41	4933461930348832	fraud_Monahan, Bogisich and Ledner	misc_pos	179.13	Richard	Carter	M	5097 Martin Ridges	Minneapolis	MN	55403	44.9673	-93.2828	1022298	Chemical engineer	1976-09-29	5217edb0e5789d093fd373f4b1d3d61c	1327584401	44.016948	-92.482905	0
576	248401	2020-09-20 06:29:58	6539653032686894	fraud_Hermann and Sons	shopping_pos	9.22	Samuel	Short	M	23383 Denise Pine Apt. 099	Sacramento	CA	95842	38.6865	-121.3494	757530	Soil scientist	1966-09-19	e2c90f24a4743859b6355027fb077109	1379658598	39.388403	-121.082697	0
577	229573	2020-09-11 21:26:20	4809701904914	fraud_Hettinger, McCullough and Fay	home	101.61	Sabrina	Nolan	F	312 Eric Expressway Apt. 014	Phenix City	AL	36869	32.4204	-85.0796	59744	Chemical engineer	1984-02-07	ac73eef2f952cfe424d78feb61d80355	1378934780	32.705829	-84.249997	0
578	115656	2020-07-31 21:55:57	213186880359195	fraud_Leannon-Nikolaus	travel	511.32	Craig	Franco	M	9242 Vanessa Ramp Apt. 525	Smithfield	IL	61477	40.4855	-90.2856	631	Futures trader	1973-02-14	aa5abc4dfc7be95f5dbb8169706596af	1375307757	40.134546	-91.047544	0
579	1273010	2020-06-12 23:24:31	6011367958204270	fraud_Stamm-Witting	shopping_net	9.75	Tammy	Ayers	F	1652 James Mews	Hinckley	OH	44233	41.2419	-81.7453	7646	Medical sales representative	1988-09-15	ffffef9d89e7d02d86efb1d2ba4de008	1371079471	40.583166	-81.39867	0
580	438784	2019-07-14 20:45:11	36581538659449	fraud_Veum-Koelpin	travel	7.97	Brandon	Bridges	M	957 Miller Falls	Apison	TN	37302	35.0149	-85.0164	3730	Occupational therapist	1991-01-28	bf201beb68126bf7cb6fb02b98847944	1342298711	34.016031	-85.04861600000001	0
581	862612	2019-12-18 02:33:30	38199021865320	fraud_Block Group	misc_pos	32.79	Jesse	Roberts	M	8415 Vaughn Squares Apt. 788	Acworth	NH	3601	43.196000000000005	-72.3001	477	Naval architect	1988-04-15	7ce8dfc9669ea4061e2ae918bd9d1247	1355798010	43.98238	-72.047449	0
582	418987	2019-07-07 20:11:22	3596217206093829	fraud_Kuhic LLC	shopping_net	7.01	Sara	Ramirez	F	23843 Scott Island	Birmingham	IA	52535	40.8626	-91.9534	888	Camera operator	1988-03-25	aa0d360a9e4e9aaecd78027d0bbf9c9f	1341691882	41.729646	-91.569111	0
583	230580	2020-09-12 12:01:12	6592243974328236	fraud_Stark-Batz	entertainment	104.1	Philip	Hart	M	97405 Vazquez Plains	Montgomery	AL	36111	32.3374	-86.2715	214703	Chemist, analytical	1994-10-07	695cf88fc883a34d9c8748ae2530b0d7	1378987272	31.875432	-87.07804	0
584	825413	2019-12-09 15:55:35	30487648872433	fraud_Reichert-Weissnat	travel	4.96	Stephanie	Crane	F	144 Martinez Curve	Central	IN	47110	38.097	-86.1723	350	Counsellor	1955-01-05	dc5ee4d7133f9fc6a838d7142986dea1	1355068535	38.808424	-85.25157	0
585	515179	2019-08-11 05:09:27	213125815021702	fraud_Goyette Inc	shopping_net	1.93	Adam	Kirk	M	40847 Stark Junctions	Big Indian	NY	12410	42.074	-74.453	397	Psychiatrist	1931-09-12	377938b1bd2515b352db225f62dc7037	1344661767	42.538427	-73.768755	0
586	408206	2019-07-04 06:20:18	4128730454058057622	fraud_Emard Inc	gas_transport	58.73	Monique	Martin	F	68276 Matthew Springs	Ratcliff	TX	75858	31.3833	-95.0619	43	Engineer, production	1949-10-04	17dfce67620f05d9ed5bb32a7670240f	1341382818	30.825271	-96.017108	0
587	439166	2020-12-06 15:17:36	6011231546538393	fraud_Yost, Block and Koepp	misc_pos	21.23	Johnny	Bennett	M	321 Camacho Causeway	Boonton	NJ	7005	40.9115	-74.414	15269	Psychologist, sport and exercise	1993-07-05	b6ce4b709b364b6a879954c6393b8837	1386343056	41.256326	-74.143119	0
588	951686	2020-01-17 00:38:41	2229378226512508	fraud_Rau and Sons	grocery_pos	122.43	Thomas	Hale	M	949 Smith Parkway	Cazenovia	WI	53924	43.4987	-90.2796	1360	Occupational hygienist	1984-11-06	fded5a5e5794ec39c563b4e0db9ed707	1358383121	44.45063	-90.63899	0
589	543147	2019-08-20 14:44:07	5152054598359927	fraud_Fritsch LLC	travel	5.96	Jim	Johnson	M	868 Brady Mill Apt. 837	Gretna	LA	70056	29.8872	-90.0331	55581	Biomedical scientist	1972-09-12	67807819db51b505e83b5b46d9f783bd	1345473847	30.686981	-90.715635	0
590	459436	2020-12-10 17:06:54	3514897282719543	fraud_Cartwright PLC	kids_pets	142.38	Steven	Faulkner	M	841 Cheryl Centers Suite 115	Farmington	NY	14425	42.958	-77.3083	10717	Cytogeneticist	1952-10-13	15f3851d69b673dd1c8248857d8fce73	1386695214	42.644061	-77.98541999999999	0
591	1260955	2020-06-08 14:41:05	3576431665303017	fraud_Friesen Inc	shopping_pos	8.22	Jessica	Ward	F	72269 Elizabeth Field Apt. 132	Phoenix	AZ	85020	33.5623	-112.0559	1312922	Contractor	1981-10-24	53c1ebeef01e19c5c53cb333af82e041	1370702465	33.279759000000006	-111.126415	0
592	86873	2020-07-21 06:08:16	6511349151405438	fraud_Kris-Weimann	misc_net	150.47	Robert	Nguyen	M	74835 Garner Point	Ruth	NV	89319	39.3426	-114.8859	450	Interpreter	1946-08-24	f39adcbaf5295033dcb4b5d670f3bd42	1374386896	38.395193	-114.78876	0
593	329416	2020-10-25 17:59:38	4560395181594436016	fraud_Ratke and Sons	health_fitness	54.94	Angela	Taylor	F	6343 Ramirez Skyway Apt. 518	Lakeport	CA	95453	39.047	-122.9328	11256	Podiatrist	1972-10-18	52e9f0cff26d5cc61908249689abd6bd	1382723978	38.237863	-123.873754	0
594	226256	2020-09-10 03:11:08	36153880429415	fraud_Lehner, Reichert and Mills	misc_pos	768.98	Erik	Stevens	M	84033 Pitts Overpass	Lakeland	FL	33809	28.1762	-81.9591	237282	Plant breeder/geneticist	1949-10-13	8f510ca5a52a74c1b486804c91a5ec59	1378782668	28.256927	-82.430806	0
595	38695	2019-01-23 09:58:16	38947654498698	fraud_Emard Inc	gas_transport	51.61	Lori	Rodriguez	F	12087 Michael Light	Creola	OH	45622	39.3543	-82.50299999999999	321	Copywriter, advertising	1979-06-24	a1991b43b39b581d7130d9fa3a5cb790	1327312696	39.71483	-81.657151	0
596	945502	2020-01-13 00:35:39	2286236465059468	fraud_Kihn Inc	shopping_pos	10.42	Morgan	Murray	F	2788 Brittney Island	Blairstown	MO	64726	38.5319	-93.9221	467	Agricultural consultant	1950-05-27	c56dc00507507d68b979b61cc80ae4d6	1358037339	38.666676	-93.990764	0
597	338959	2019-06-09 14:25:25	4155021259183870	fraud_Kozey-Boehm	shopping_net	1.77	Renee	Parrish	F	174 Jennifer Meadow Apt. 467	Mountain Park	OK	73559	34.7032	-98.9591	540	Research scientist (life sciences)	1983-10-12	ab7ff3e6eb1857321fa5ad633b197a85	1339251925	33.914827	-99.773731	0
598	359925	2020-11-08 05:57:29	4683520018489354	fraud_Ruecker Group	misc_net	9.47	Charles	Carrillo	M	17547 Stephen Turnpike Apt. 846	Hawthorne	CA	90250	33.9143	-118.3493	93193	Editor, magazine features	1995-04-19	64a75715bab48f9f2ff6b42d59fca6a1	1383890249	33.002878	-119.243365	0
599	159786	2019-03-25 18:59:43	3502377050801561	fraud_Kertzmann LLC	health_fitness	28.19	Kathleen	Martin	F	659 Nicole Cove Suite 560	New Waverly	TX	77358	30.5354	-95.4532	4993	Scientist, biomedical	1948-11-30	9b6f1767d8a761494849cdb955e7c25e	1332701983	30.478743	-95.063316	0
600	173105	2019-03-31 22:33:59	6535328428560433	fraud_Ullrich Ltd	kids_pets	73.39	Michelle	Beck	F	2887 Olson Road Suite 439	Minneapolis	MN	55428	45.0632	-93.3811	1022298	Analytical chemist	1967-10-28	6a5b6fbee7a76d3628b96c0ff880e7af	1333233239	45.352971	-94.32149	0
601	1082956	2020-03-25 17:43:29	374125201044065	fraud_Schmeler-Howe	personal_care	1.94	Christopher	Gilbert	M	20937 Reed Lakes Apt. 271	Washington	DC	20012	38.9757	-77.0282	601723	Optician, dispensing	1970-07-20	11c200d28639a109a84a7fa4a50df547	1364233409	39.820948	-76.25064300000001	0
602	1276473	2020-06-14 10:28:18	4060579726528237	fraud_Doyle Ltd	grocery_pos	78.95	Steven	Sanders	M	25955 Amy Via	Ozawkie	KS	66070	39.2136	-95.4404	2661	Theatre director	1948-11-14	1fbe8409278fac86acae553d11f6becf	1371205698	40.172941	-95.400496	0
603	947788	2020-01-13 23:39:57	370877495212014	fraud_Baumbach, Feeney and Morar	shopping_net	175.6	Sarah	Clark	F	25961 Beverly Union Apt. 042	North Wilkesboro	NC	28659	36.2017	-81.1286	21134	Dispensing optician	1984-03-06	d3c20620e5b78954e30ce86703a5d4d2	1358120397	37.085257	-81.768734	0
604	1021061	2020-02-26 06:32:35	4935858973307492	fraud_Kohler, Lindgren and Koelpin	grocery_net	42.53	Lance	Wagner	M	6003 Brady Shoal Apt. 449	Irwinton	GA	31042	32.8088	-83.17399999999999	1841	Film/video editor	1975-06-01	65572c3fc8fc5ed9f953c2926c7fc211	1361860355	32.758402000000004	-82.74586	0
605	883493	2019-12-22 20:28:22	3583793405872580	fraud_Erdman-Schaden	personal_care	53.57	Beth	Lambert	F	6447 Johnson Estates Apt. 986	Roosevelt	OK	73564	34.847	-98.9836	551	Amenity horticulturist	1970-09-27	41902e9ea1ccc0c57c2a3e9f1f9b7e04	1356208102	33.993614	-98.162572	0
606	988763	2020-02-07 20:48:26	561942763351	fraud_Dickinson Ltd	personal_care	3.91	Melissa	Brown	F	330 Montoya Ramp	Washington	DC	20036	38.9087	-77.0414	601723	Prison officer	1986-03-14	8a680440b0dd4015580fd5286d3ae6a5	1360270106	39.31754	-76.268119	0
607	948990	2020-01-15 00:40:39	3546897637165774	fraud_Torp-Lemke	misc_pos	4.84	Kayla	Obrien	F	7921 Robert Port Suite 343	Prairie Hill	TX	76678	31.6591	-96.8094	263	Barrister	1956-05-30	5b3a712b9ce4fe6473ec1e30dff84029	1358210439	31.454207	-97.092798	0
608	142589	2019-03-18 09:19:03	30175986190993	fraud_Goyette Inc	shopping_net	8.19	Rebecca	Butler	F	0665 Lisa Alley	Winger	MN	56592	47.5375	-95.9941	516	Applications developer	1966-06-07	f399f444c53d7fd020c6a2983c36581c	1332062343	48.014282	-96.354178	0
609	263871	2020-09-27 02:09:10	3554849923339851	fraud_Moen, Reinger and Murphy	grocery_pos	85.62	John	Hudson	M	886 Nicole Key	Stillwater	OK	74074	36.1043	-97.0609	55345	Cabin crew	1948-05-01	b875ccb07cc5236b70ed0ec42195ad77	1380247750	35.25042	-96.875363	0
610	330101	2019-06-06 13:53:44	560881134780	fraud_Goldner-Lemke	entertainment	21.94	Audrey	Martinez	F	343 Joshua Views	Liberty Mills	IN	46946	41.0356	-85.7358	136	Soil scientist	1953-03-19	abca6063e5504a5b6e667dd67418aadc	1338990824	41.718165	-86.641327	0
611	1040231	2020-03-07 19:20:35	5130484058948421	fraud_Pouros, Walker and Spencer	kids_pets	46.77	Ronald	White	M	25713 Hamilton Grove Apt. 903	Beaverdam	OH	45808	40.8314	-83.9758	349	Museum/gallery conservator	1978-12-25	32d7b37807b7449a89ddce1c4ea3b36f	1362684035	40.224103	-84.762345	0
612	475295	2019-07-28 04:23:34	4355790796238264643	fraud_Simonis-Prohaska	misc_pos	15.56	Tanner	Davis	M	2632 Stevens Light Apt. 213	Payson	IL	62360	39.8153	-91.2627	1656	Exhibition designer	1969-08-04	6f497a575add06994d04693c8528295f	1343449414	40.311548	-92.027939	0
613	58244	2019-02-04 09:37:56	180046617132290	fraud_Koepp-Witting	grocery_pos	88.0	Erika	Mason	F	083 Karen Island Apt. 656	Goreville	IL	62939	37.575	-88.9655	3119	Teacher, secondary school	1942-04-17	ad431de92b8b8091e8b5ee5ea9c92ad0	1328348276	37.407443	-88.890212	0
614	1281581	2020-06-15 17:32:08	3564182536169293	fraud_Kuphal-Toy	food_dining	58.17	Brenda	Johnson	F	56160 Nicholas Isle	Norwich	OH	43767	39.9934	-81.8024	1443	Research scientist (medical)	1962-03-04	cecf399703e74385ae0e22d80a04ca4e	1371317528	40.922241	-82.677747	0
615	80988	2020-07-19 18:18:41	4067137330196900	fraud_Weber and Sons	food_dining	5.15	Christina	Eaton	F	3256 Brooks Field	Eldridge	AL	35554	33.9315	-87.6194	1186	Politician's assistant	1986-11-12	54efe8bb5da287f83989a78e598857b0	1374257921	34.434924	-86.995822	0
616	611835	2019-09-16 18:11:34	3545109339866548	fraud_Lowe, Dietrich and Erdman	kids_pets	63.2	Keith	Sanders	M	8030 Beck Motorway	Moorhead	MS	38761	33.4783	-90.5142	2870	Chartered public finance accountant	1999-03-05	52440e5338062c7e9a8bad1f98abaab2	1347819094	32.906652	-90.782426	0
617	29207	2020-06-30 19:38:51	3518669219150142	fraud_Rau-Grant	kids_pets	54.99	Dorothy	Thomas	F	537 Rice Square Suite 040	Milford	OH	45150	39.1657	-84.23299999999999	31394	Hospital doctor	1996-11-12	1ecf0d7062fee2d73b7ac29a09763015	1372621131	39.255304	-83.380583	0
618	1185091	2020-05-10 12:13:07	6592861994408652	fraud_Predovic Inc	shopping_net	4.02	Ashley	Whitehead	F	58188 Madison Meadow Apt. 949	Cowlesville	NY	14037	42.8112	-78.4481	1166	Colour technologist	1983-06-12	8e56cad464891c53c871834d4ba9942d	1368187987	42.602975	-77.63351800000001	0
619	1249957	2020-06-04 15:31:04	3518758680062249	fraud_Dibbert-Green	entertainment	19.25	Antonio	Koch	M	8738 Richard Brooks	Moab	UT	84532	38.5677	-109.5271	9772	Location manager	1989-11-24	61571f74bd586988ba164be4218e83bb	1370359864	37.623551	-108.634536	0
620	1262183	2020-06-08 20:27:57	4710826438164847414	fraud_Weber and Sons	food_dining	9.61	Juan	Henry	M	9795 Lori Island Suite 346	Turner	MT	59542	48.8328	-108.3961	192	Further education lecturer	1964-01-04	935cb0a49424f502461aac6663599478	1370723277	49.377027000000005	-109.357696	0
621	178290	2020-08-23 06:02:01	4334230547694630	fraud_Schmidt and Sons	shopping_net	7.4	Scott	Martin	M	7483 Navarro Flats	Freedom	WY	83120	43.0172	-111.0292	471	Education officer, museum	1967-08-02	4e4220d5aab083257a59967ffaa15b0c	1377237721	43.831708	-111.496391	0
622	1136087	2020-04-18 17:57:02	3527536963490470	fraud_Fisher-Schowalter	shopping_net	5.39	Teresa	Stein	F	2838 White Fields Apt. 473	Brunson	SC	29911	32.9413	-81.1807	1725	Social researcher	1974-12-05	108754890a56b8919d935e2443e41e1a	1366307822	33.017729	-81.606835	0
623	423063	2020-12-02 06:49:55	3556613125071656	fraud_Towne, Walker and Borer	grocery_net	55.48	Jose	Vasquez	M	572 Davis Mountains	Lake Jackson	TX	77566	29.0393	-95.4401	28739	Futures trader	1999-12-27	8a33d2566a846721c62cef16474c500a	1385966995	28.252837	-95.215387	0
624	537242	2019-08-18 18:08:29	180046617132290	fraud_Hirthe-Beier	health_fitness	41.18	Erika	Mason	F	083 Karen Island Apt. 656	Goreville	IL	62939	37.575	-88.9655	3119	Teacher, secondary school	1942-04-17	b3ad8d034aea861b7260c60d37cf580c	1345313309	38.231271	-89.61362700000001	0
625	578869	2019-09-02 07:28:33	4302475216404898	fraud_Friesen-D'Amore	gas_transport	93.08	Daniel	Cain	M	384 Newman Forks Apt. 370	Belmond	IA	50421	42.8511	-93.62	3032	Community pharmacist	1964-08-08	5de20434c19fee34289a6585d4aed311	1346570913	43.32787	-93.214757	0
626	234567	2020-09-14 00:20:49	2260801330657968	fraud_Volkman-Predovic	shopping_net	2.07	Monique	Fox	F	755 Gardner Heights Apt. 420	Paxton	MA	1612	42.3066	-71.9202	4845	Accounting technician	1926-09-14	89167d62beb38f08fbfef69932379a56	1379118049	42.574616	-72.588223	0
627	55478	2020-07-10 16:06:07	676372984911	fraud_Reichert, Rowe and Mraz	shopping_net	530.43	Vicki	Mendoza	F	3645 Atkins Island Apt. 238	Esbon	KS	66941	39.7562	-98.4462	242	Tourism officer	1987-07-18	98bac2b97e3e9fecb97b8a3171cc008a	1373472367	38.805038	-97.65702	0
628	25727	2020-06-29 21:53:50	3559160581764413	fraud_Ullrich Ltd	kids_pets	45.98	Allen	Bell	M	70147 Amanda Fields	Saint Bonaventure	NY	14778	42.2701	-78.6847	1453	Toxicologist	1974-02-15	0f4c7a68e8f2d01ec988702dd90a428f	1372542830	42.270993	-78.78862600000001	0
629	364963	2019-06-18 04:36:37	5540636818935089	fraud_Torp-Labadie	gas_transport	63.99	Kenneth	Foster	M	329 Michael Extension	Lawrence	MA	1843	42.6911	-71.1605	76383	Geoscientist	1985-04-04	8ba483267f359a07af9afe3a26d5ed90	1339994197	43.571064	-70.358845	0
630	82661	2020-07-20 05:19:31	571365235126	fraud_Kunde-Sanford	misc_net	3.43	Barbara	Taylor	F	0069 Robin Brooks Apt. 695	Elberta	MI	49628	44.5995	-86.2141	372	Exhibitions officer, museum/gallery	1995-07-12	b3259d9152042831cb9f47eaefdd387a	1374297571	44.632325	-86.82802099999999	0
631	72247	2019-02-12 04:13:27	372246459334925	fraud_Reilly, Heaney and Cole	gas_transport	58.15	Rick	Martinez	M	062 Poole Hollow Apt. 815	Deadwood	SD	57732	44.3566	-103.6999	1979	Multimedia programmer	1970-03-13	be832776a042c93baf91382cec52eb5e	1329020007	44.883869	-102.729658	0
632	101223	2019-02-28 11:40:14	30131826429364	fraud_Wintheiser, Dietrich and Schimmel	misc_pos	129.61	Brianna	Foley	F	57256 Raymond Ports	Knoxville	TN	37932	35.9335	-84.1481	391389	Designer, industrial/product	1994-04-22	e44e319660c416e720223864b53ee822	1330515614	36.029974	-84.600262	0
633	912828	2019-12-29 14:26:10	3518234918950662	fraud_Prosacco LLC	personal_care	16.37	Barbara	Lowe	F	67210 Lori Creek	Sherman	TX	75092	33.6372	-96.6184	46563	Systems developer	1970-09-11	234d99234bc7e6e8a4fe4bfaab3c80b2	1356791170	33.898016	-97.385894	0
634	331086	2020-10-26 07:38:27	348789608637806	fraud_Baumbach, Strosin and Nicolas	shopping_pos	22.19	Megan	Murphy	F	53696 Laura Radial	Holstein	NE	68950	40.4542	-98.6538	331	Telecommunications researcher	1950-08-19	554708e643d1f2db5b78a4e4be411e41	1382773107	40.43773	-98.738115	0
635	232339	2020-09-13 06:44:07	2291163933867244	fraud_Schaefer, Fay and Hilll	entertainment	21.85	Jeff	Elliott	M	351 Darlene Green	Columbia	SC	29209	33.9659	-80.9355	333497	Mechanical engineer	1968-03-19	ec44fcb4f81016cef177a2788f595d60	1379054647	33.042511	-81.343452	0
636	565147	2019-08-28 18:07:29	2235613922823698	fraud_Kuhn LLC	shopping_pos	9.46	Melissa	Mcclure	F	2027 Snyder Track	Manville	WY	82227	42.73	-104.7024	241	Educational psychologist	1980-12-16	129aa047a9a8cb52077ed1340f9d35c5	1346177249	42.908359	-105.282896	0
637	528428	2019-08-15 20:56:25	378006354724784	fraud_Volkman PLC	food_dining	57.27	Christopher	Matthews	M	433 John Heights Apt. 849	Etlan	VA	22719	38.5095	-78.2638	395	Senior tax professional/tax inspector	1982-01-07	1bb54ea15fd88fecf4f776d5bf529416	1345064185	38.169343	-77.460884	0
638	567408	2019-08-29 18:08:10	3534093764340240	fraud_Ebert-Daugherty	travel	7.1	Jeremy	White	M	9443 Cynthia Court Apt. 038	Boulder	MT	59632	46.2306	-112.1138	1939	Patent attorney	1967-01-12	ee514f4c8dd04c5fe5aa3b48da0368b4	1346263690	45.487388	-112.807427	0
639	754722	2019-11-18 17:00:22	6554245334757802	fraud_Pollich LLC	home	37.25	Monique	Robinson	F	07712 Marcus Divide Apt. 831	Laguna Hills	CA	92637	33.615	-117.7114	45303	Sales executive	1969-12-22	06243951a99577f213e5dcc77bbb19d3	1353258022	33.017751000000004	-117.570095	0
640	74286	2019-02-12 23:56:49	584673555952	fraud_Fritsch and Sons	health_fitness	59.84	Jessica	Jordan	F	071 Wise Trace	Coleharbor	ND	58531	47.5196	-101.2332	307	Make	1930-08-13	1676c79b94253050935b019a0ceb2040	1329091009	48.259123	-101.554584	0
641	675748	2019-10-14 19:22:38	4939976756738216	fraud_Botsford PLC	home	30.67	Michelle	Johnston	F	3531 Hamilton Highway	Roma	TX	78584	26.4215	-99.0025	18128	IT trainer	1990-11-07	f9db7cefaad7f6a59273d13b8b05a5e7	1350242558	26.509415	-98.927388	0
642	190845	2019-04-08 14:18:31	376445266762684	fraud_Collier LLC	home	6.09	Rachel	Lowe	F	372 Jeffrey Course	Sutherland	NE	69165	41.1558	-101.136	1789	Insurance broker	1982-02-11	14ef946c0e4e26b9cbf62fd52bbb6c51	1333894711	40.751666	-101.74507	0
643	259155	2020-09-24 14:54:21	4707867759656333	fraud_Johnston-Casper	travel	5.81	Susan	Shah	F	9016 Jordan Bypass Apt. 516	Cranks	KY	40820	36.7558	-83.1838	581	Psychologist, counselling	1967-02-04	79b3f0b1a860839de84233e6e10d1743	1380034461	35.891644	-83.669977	0
644	97466	2020-07-25 15:23:22	377026671291680	fraud_Streich, Rolfson and Wilderman	kids_pets	11.83	Jackie	Davis	F	1898 Parker Fork Apt. 057	Redford	MO	63665	37.3272	-91.0243	241	Investment analyst	1974-10-27	08ec6934ff7666d8a8a083c446b0d3fb	1374765802	36.731089	-91.102338	0
645	937850	2020-01-08 19:15:08	36485887555770	fraud_Price Inc	shopping_net	41.87	Michael	Gross	M	230 Ryan Tunnel Apt. 025	Fulton	OH	43321	40.4971	-82.8342	267	Facilities manager	2005-01-29	9903a897d9a2abc862c81dc9e5e778cf	1357672508	40.549273	-81.98005	0
646	1045458	2020-03-09 16:35:53	4505383113689	fraud_O'Connell, Botsford and Hand	home	22.29	Alicia	Hawkins	F	507 John Overpass Suite 424	Harwood	MD	20776	38.8582	-76.6145	3289	Quantity surveyor	1933-03-15	c518c5156c8ca32f4ab20acc5d2c743d	1362846953	39.499004	-76.30325400000001	0
647	1022336	2020-02-27 06:39:06	4040099974063068803	fraud_Kuhic Inc	grocery_pos	104.52	Jeffrey	Lewis	M	24255 Bryan Square	Palermo	ND	58769	48.3396	-102.24	229	Administrator	1983-03-20	1cc06d4b2f8f25dac08ec7b7e330bf98	1361947146	48.671194	-102.651113	0
648	1055098	2020-03-14 03:26:06	30118423745458	fraud_Bogisich Inc	grocery_pos	70.11	Jared	Velazquez	M	01479 Murray Circle	Matawan	NJ	7747	40.4109	-74.238	30770	Drilling engineer	1993-04-29	67e7616b140fe129a9c1f8ce580eda12	1363231566	40.967164	-74.015331	0
649	919729	2019-12-30 16:31:44	3556613125071656	fraud_Abbott-Rogahn	entertainment	146.91	Jose	Vasquez	M	572 Davis Mountains	Lake Jackson	TX	77566	29.0393	-95.4401	28739	Futures trader	1999-12-27	06916f57fd8a7a9ce4b717ae98141f48	1356885104	28.947344	-95.647676	0
650	273830	2020-09-30 18:58:40	38530489946071	fraud_Klocko, Runolfsdottir and Breitenberg	health_fitness	83.13	Laura	Johns	F	95835 Garcia Rue	Arcadia	SC	29320	34.9572	-81.9916	530	Animal technologist	1989-05-14	a124e4ec8d2c9d95cc54fb57b97a34fc	1380567520	35.654874	-81.553924	0
651	126673	2020-08-04 07:23:57	2283743876903625	fraud_Mosciski, Gislason and Mertz	grocery_pos	71.6	Shannon	Williams	F	9345 Spencer Junctions Suite 183	Alpharetta	GA	30009	34.077	-84.3033	165556	Prison officer	1997-12-27	54d8ac34376717c6c77dfd8bcc93cc52	1375601037	33.193282	-83.538962	0
652	1156055	2020-04-27 09:44:13	4379260813815979609	fraud_Bins-Rice	gas_transport	56.6	Thomas	Jenkins	M	93914 Gregory Via	Oakland	CA	94619	37.7878	-122.1884	381459	Barista	1974-01-03	58d07e9c8cce2df5ec484046f7970f2d	1367055853	37.688851	-123.109931	0
653	790379	2019-12-02 01:28:14	3523898249167098	fraud_Morissette, Weber and Wiegand	grocery_net	26.33	Joshua	Carpenter	M	04975 Allison Shoal	Bronx	NY	10463	40.8798	-73.9067	1382480	Therapist, drama	1990-11-09	ee765fc3365c8eb7e5317f1245069c68	1354411694	39.995739	-74.807503	0
654	430700	2020-12-04 15:13:18	6011367958204270	fraud_Stamm-Witting	shopping_net	13.47	Tammy	Ayers	F	1652 James Mews	Hinckley	OH	44233	41.2419	-81.7453	7646	Medical sales representative	1988-09-15	4ce9fe6cd2fb391c1ba943a338abd13e	1386169998	40.37543	-82.091566	0
655	1094257	2020-03-30 21:47:02	38797410705641	fraud_Little-Gleichner	travel	555.89	Andrew	Tucker	M	583 Gray Creek	Oak Hill	NY	12460	42.4069	-74.1528	277	Glass blower/designer	1971-12-12	cfd82a826554d3076e811ad88ce85630	1364680022	43.130833	-73.511833	0
656	1010394	2020-02-20 08:32:50	3546897637165774	fraud_Nitzsche, Kessler and Wolff	shopping_pos	41.1	Kayla	Obrien	F	7921 Robert Port Suite 343	Prairie Hill	TX	76678	31.6591	-96.8094	263	Barrister	1956-05-30	956c012b62e1c562a1b756dcb6f1e643	1361349170	32.521166	-96.279608	0
657	992496	2020-02-09 17:13:47	3545109339866548	fraud_Predovic Inc	shopping_net	3.62	Keith	Sanders	M	8030 Beck Motorway	Moorhead	MS	38761	33.4783	-90.5142	2870	Chartered public finance accountant	1999-03-05	4340825987948e20241974d131e5a50d	1360430027	33.603558	-90.370258	0
658	1024100	2020-02-28 13:22:59	3595192916105588	fraud_Goyette-Gerhold	kids_pets	132.57	Dustin	Roberts	M	3283 James Station	Fayetteville	NC	28314	35.0583	-79.008	238602	Scientist, research (maths)	1993-05-14	cc3fadb9ee137630c5f5d23c599a9314	1362057779	35.776484	-79.31623	0
659	386257	2020-11-19 04:46:39	4134456652433447	fraud_Ankunding LLC	shopping_net	5.74	Lawrence	Ellis	M	1471 Alicia Flat Apt. 993	Springfield Gardens	NY	11413	40.6645	-73.7559	38912	Production manager	1961-11-07	18d723c3111d0c79b65c2063c5bf941f	1384836399	41.219113	-74.4857	0
660	324799	2020-10-23 14:10:47	180094419304907	fraud_Fisher-Schowalter	shopping_net	284.35	Sharon	Smith	F	17666 David Valleys	Sun City	CA	92585	33.7467	-117.1721	54287	Designer, exhibition/display	1972-09-22	7b663ebada55734d70cd09ae4119f9a2	1382537447	33.553333	-117.554502	0
661	411599	2019-07-05 17:53:44	180031190491743	fraud_Rau-Robel	kids_pets	11.79	Becky	Mckinney	F	250 Benjamin Hill Apt. 026	Mobile	AL	36617	30.7145	-88.0918	270712	Surveyor, land/geomatics	1972-01-05	c9277237224873795278d8cff767c4bf	1341510824	31.419940000000004	-88.70683100000001	0
662	648635	2019-10-03 12:14:10	630484879808	fraud_Effertz LLC	entertainment	87.2	Ian	Patton	M	8088 Sherman Radial Suite 689	Helm	CA	93627	36.4992	-120.0936	123	Early years teacher	1973-02-07	ebe1cfc475a85ed53a2f967341fccfce	1349266450	36.262206	-119.943159	0
663	96787	2020-07-25 07:41:42	4226219726886852999	fraud_Goldner, Kovacek and Abbott	grocery_pos	210.7	Jessica	Bell	F	669 Moore Shoal	Bethel	OH	45106	38.9424	-84.09200000000001	12349	Field trials officer	1985-07-08	190ddb245571c6e7fe4f20292a828df0	1374738102	39.73362	-83.952896	0
664	790096	2019-12-02 00:06:00	370348764075623	fraud_Kling Inc	gas_transport	66.69	Christopher	Gomez	M	950 Dunn Squares	Tickfaw	LA	70466	30.5668	-90.482	8512	Accountant, chartered public finance	1951-09-03	f796229e83183b51d43cb20ac27c5ebf	1354406760	31.538633	-89.88483199999999	0
665	226188	2019-04-24 12:15:11	3533742182628021	fraud_Predovic Inc	shopping_net	5.68	Robert	Haynes	M	857 Aaron Circles Suite 398	Johns Island	SC	29455	32.8357	-79.8217	20478	Materials engineer	1997-06-04	e775a571776ed15532c672f66bb0aa52	1335269711	33.219168	-80.322287	0
666	1047806	2020-03-10 11:02:08	6011399591920186	fraud_Johnson, Runolfsdottir and Mayer	misc_net	37.77	Maria	Roy	F	58665 Nicholas Ford Suite 348	Sheffield	MA	1257	42.1001	-73.3611	2121	Radio producer	1973-10-14	3c6edac7cbf62aa36b2073955c8888b7	1362913328	42.657257	-74.160818	0
667	886884	2019-12-23 11:45:12	38580485618059	fraud_Vandervort-Funk	grocery_pos	148.66	Teresa	Clark	F	1323 Derek Mission	Noonan	ND	58765	48.8856	-103.0098	248	Industrial/product designer	1968-05-13	93bc6afda3d07722b713f4e0b3d2eec0	1356263112	48.709885	-102.309054	0
668	524862	2020-12-25 06:43:36	213136802746375	fraud_Labadie, Treutel and Bode	shopping_net	6.25	Christine	Davis	F	736 Moss Motorway Suite 549	Humboldt	AZ	86329	34.5189	-112.2523	1179	Civil engineer, contracting	1955-01-20	f56554ce04329d4a56d99cf11cd87d41	1387953816	34.508934	-112.821557	0
669	242296	2019-05-01 14:47:36	6011679934075347	fraud_Beier and Sons	home	30.18	Jennifer	Gonzalez	F	5517 Stacy Land	Jelm	WY	82063	41.0539	-106.0763	100	Public librarian	1974-04-16	480962db1d9398fa9927ea2b24ca30d7	1335883656	40.557702	-106.20091200000002	0
670	273843	2019-05-15 15:47:11	30434173205605	fraud_Hills, Hegmann and Schaefer	health_fitness	17.42	Kylie	Kirby	F	79816 Jackson Squares	Shedd	OR	97377	44.453	-123.1065	917	Radio broadcast assistant	1995-07-08	d1109c1580620bec18de7579260d19f1	1337096831	45.20888	-122.584655	0
671	1294802	2020-06-20 20:05:04	4777065439639721	fraud_Satterfield-Lowe	travel	578.42	Peter	Caldwell	M	08966 Beltran Route Suite 905	Oaks	PA	19456	40.1334	-75.4536	737	Oceanographer	1987-04-24	885c42daa487614cd42df6aad0524fd4	1371758704	40.342845	-75.496429	0
672	1180868	2020-05-08 09:44:14	30153452207526	fraud_Langosh, Wintheiser and Hyatt	food_dining	55.65	Robin	Smith	F	0537 Margaret Common Suite 526	Coleman	TX	76834	31.8287	-99.427	5908	Radio producer	1962-04-05	9319a57ca7e850141bade75b8ce750f1	1368006254	31.409298	-100.211601	0
673	871837	2019-12-20 18:07:21	4223708906367574214	fraud_Morissette LLC	entertainment	77.03	Adam	Riddle	M	27718 Mason Bypass	Mount Saint Joseph	OH	45051	39.0965	-84.6431	177	Exhibition designer	1974-05-30	16748e16468fee4cd258f61ee59d30d2	1356026841	38.470951	-83.705374	0
674	642511	2019-09-30 09:24:42	30074693890476	fraud_Collier Inc	grocery_net	61.59	Kelsey	Richards	F	889 Sarah Station Suite 624	Holcomb	KS	67851	37.9931	-100.9893	2691	Arboriculturist	1993-08-16	d9f8b492aa83f09c5e9a5f330ded65a5	1348997082	37.40702	-101.060494	0
675	935924	2020-01-07 03:52:22	501828204849	fraud_Rutherford-Mertz	grocery_pos	142.1	Sandra	Davies	F	31954 Eugene Lane Suite 572	Dexter	KS	67038	37.1641	-96.6917	602	Buyer, industrial	1958-10-26	024c29f86c802ca7ec44a3c347f6568c	1357530742	37.245189	-96.500534	0
676	353369	2020-11-04 15:43:00	30026790933302	fraud_Carroll PLC	health_fitness	75.78	John	Peters	M	555 Michael Burgs	Mayersville	MS	39113	32.9013	-91.0286	595	Technical brewer	1979-09-03	6ace7cf125a43627907c7303d6d59d06	1383579780	33.231801000000004	-91.563632	0
677	118335	2019-03-08 02:13:47	501899453424	fraud_Stiedemann Ltd	food_dining	199.02	Jessica	Dominguez	F	06393 Nancy Parkways Suite 855	Gadsden	AL	35903	33.9845	-85.9077	67082	Ceramics designer	1970-01-08	c136eff5ad3ea15f61cc5cab4da8004f	1331172827	34.88297	-86.518404	0
678	506000	2020-12-21 03:24:00	3560318482131952	fraud_Marks Inc	gas_transport	41.98	William	Skinner	M	524 Wu Spurs Suite 894	Mount Hope	AL	35651	34.4793	-87.4769	1312	Librarian, academic	1955-02-01	dacfc89d3051d5bf0ee13160b756102b	1387596240	34.182733	-86.81772	0
679	349375	2020-11-02 23:56:47	38052002992326	fraud_Bode-Schuster	kids_pets	2.11	Anna	Logan	F	3522 Park Wells Suite 528	Cleveland	TX	77327	30.33	-95.0202	34153	Building surveyor	1995-09-11	e580f83746bed69a85756147b413bee0	1383436607	30.489152	-94.688465	0
680	497405	2019-08-04 17:35:42	4657269323674365	fraud_Lesch, D'Amore and Brown	food_dining	36.26	Alicia	Mitchell	F	125 Kristen Dale	Grand Ridge	FL	32442	30.7148	-85.021	3699	Art gallery manager	1948-09-07	f69491c0f6b4bfc2bbbb82ecc7be7f74	1344101742	31.333588	-84.869571	0
681	1270826	2020-06-12 01:27:22	349612764943496	fraud_Koss and Sons	gas_transport	63.96	Xavier	Beltran	M	61107 Edwards Dam Apt. 463	Big Creek	KY	40914	37.1046	-83.5706	467	Psychologist, forensic	1984-06-04	b79feb651e3391caba0ead3c493ca19d	1371000442	37.98385	-83.609045	0
682	262567	2019-05-11 01:09:49	2242542703101233	fraud_Hills-Olson	grocery_net	70.36	Samuel	Jenkins	M	43235 Mckenzie Views Apt. 837	Westport	KY	40077	38.4921	-85.4524	564	Pensions consultant	1996-04-10	59e1fee9f0abe38237a6530f018c0034	1336698589	38.843116	-84.99904699999999	0
683	100789	2019-02-28 04:14:05	180036456789979	fraud_Kiehn Inc	grocery_pos	99.22	Mackenzie	Salazar	F	982 Melissa Lock	Bagley	WI	53801	42.9207	-91.0685	878	Risk analyst	1974-11-20	cd7109d719371e2e968cfe6fb5f79c43	1330488845	42.919848	-91.349112	0
684	249489	2020-09-20 16:15:40	3518669219150142	fraud_Miller-Harris	misc_net	4.94	Dorothy	Thomas	F	537 Rice Square Suite 040	Milford	OH	45150	39.1657	-84.23299999999999	31394	Hospital doctor	1996-11-12	aea14c617542c62f8c43f56d95fb56e4	1379693740	38.722047	-85.222022	0
685	529084	2019-08-16 03:45:12	4452366298769043	fraud_Murray Ltd	grocery_net	27.44	Linda	Davis	F	6602 Ortiz Pine Apt. 179	Blooming Grove	TX	76626	32.0758	-96.701	1563	Financial adviser	1978-03-04	cb72a0d951adb374155aeae37e2ad71f	1345088712	32.477386	-96.210057	0
686	115487	2019-03-06 14:08:31	5456776410929288	fraud_Effertz, Welch and Schowalter	entertainment	51.11	Taylor	Khan	F	658 Diane Glen Apt. 677	North Washington	PA	16048	41.0472	-79.8089	139	Patent attorney	1954-05-25	61c5c53b695c236a4a996db2700f4d9f	1331042911	41.910915	-79.424786	0
687	322362	2020-10-22 03:33:22	3554849923339851	fraud_Kutch, Hermiston and Farrell	gas_transport	104.22	John	Hudson	M	886 Nicole Key	Stillwater	OK	74074	36.1043	-97.0609	55345	Cabin crew	1948-05-01	d2297ab1c2d4423a47410c46afffbedf	1382412802	35.670774	-97.834323	0
688	717426	2019-11-02 20:24:46	3501942333500073	fraud_Emmerich-Rau	personal_care	39.61	Lori	Bishop	F	08056 Alvarado Club Suite 699	Phoenix	AZ	85086	33.8155	-112.1202	1312922	Counselling psychologist	1999-11-30	ee00c796d202d736fc8d247988135b47	1351887886	33.760955	-113.039634	0
689	145509	2020-08-10 23:13:57	4587657402165341815	fraud_Ferry, Lynch and Kautzer	misc_net	81.59	Amber	Lewis	F	6296 John Keys Suite 858	Pembroke Township	IL	60958	41.0646	-87.5917	2135	Psychotherapist, child	2004-05-08	5f6c2de91972fe08be9b143acadc89f0	1376176437	41.471657	-87.661335	0
690	502800	2020-12-20 15:08:08	5359543825610251	fraud_Spencer PLC	entertainment	54.92	Michael	Francis	M	1833 Jeanette Stravenue	Belgrade	MT	59714	45.7801	-111.1439	18182	Engineer, drilling	1975-06-29	7f4e59229d42f83190a97ea5c7eadce9	1387552088	45.863277	-110.772019	0
691	414059	2019-07-06 14:26:58	30197398657930	fraud_Pfeffer and Sons	shopping_pos	7.42	April	Johnson	F	9727 Deleon Mountain	Creedmoor	NC	27522	36.1124	-78.6476	12335	Chief Strategy Officer	1987-09-19	d47dbb6b1781f47c61bb92d84d30dd37	1341584818	36.635651	-78.879674	0
692	880596	2019-12-22 11:12:02	213186880359195	fraud_Lesch Ltd	shopping_pos	146.25	Craig	Franco	M	9242 Vanessa Ramp Apt. 525	Smithfield	IL	61477	40.4855	-90.2856	631	Futures trader	1973-02-14	060e071888450b8dc9dc3c8f9ce6a131	1356174722	40.064016	-90.510884	0
693	19545	2019-01-12 21:37:48	4601636330889	fraud_Kris-Kertzmann	travel	7.98	Mark	Rivera	M	383 Contreras Hills Suite 658	Humble	TX	77338	30.0041	-95.2825	194500	Tax adviser	1990-12-18	01b18b330631fbae144b930d6dfb97f4	1326404268	29.225533	-95.831929	0
694	39362	2019-01-23 21:49:04	4855488158131690372	fraud_Howe PLC	entertainment	77.61	Jeremy	Roberson	M	25887 Martin Inlet	Graniteville	VT	5654	44.1554	-72.4847	970	Agricultural consultant	1993-09-29	a0efcf5e2d0f7a69325a2c0e186b8f7a	1327355344	43.786691	-72.24977700000001	0
695	1060427	2020-03-16 09:14:56	6011492816282597	fraud_Cartwright-Harris	grocery_pos	37.56	Gary	Barnes	M	2970 Flores Brooks	Smackover	AR	71762	33.3398	-92.7442	2501	Financial adviser	1986-06-11	29931ab076b9ed3df797710ce80f8dc3	1363425296	33.079977	-93.697028	0
696	313637	2020-10-18 18:46:43	30551643947183	fraud_Price Inc	shopping_net	370.81	Morgan	Smith	F	1441 Bradley Place	Grover	NC	28073	35.1836	-81.4552	5621	Toxicologist	1973-11-14	4e85d28d7a7f77296e9949461df0588d	1382122003	35.202969	-81.367985	0
697	1163044	2020-04-30 02:55:36	213124978348176	fraud_Koss and Sons	gas_transport	89.43	Steven	Arnold	M	079 Chelsea Rest	Belfast	NY	14711	42.32	-78.0943	1766	Mechanical engineer	1962-06-04	3cd1a2d68cdc48b767c380abf462c1ab	1367290536	42.294977	-77.231013	0
698	1086922	2020-03-28 00:35:47	4147608975828480	fraud_Vandervort-Funk	grocery_pos	116.36	Edward	Tapia	M	354 Gutierrez Gateway	Comfrey	MN	56019	44.1111	-94.9134	914	Health and safety adviser	1944-07-26	6d8d11b79afe8bc5b7af4828ccb2eed7	1364430947	43.497564	-95.111504	0
699	609455	2019-09-15 22:36:45	3566094707272327	fraud_Kling, Howe and Schneider	home	63.93	Kristina	Stewart	F	47029 Jimmy Tunnel Apt. 106	Newhall	CA	91321	34.3795	-118.523	34882	Health physicist	1971-04-25	7dbb6b6bfd8f10a6adb41fc72b4ebf72	1347748605	34.098562	-118.249289	0
700	796774	2019-12-03 05:25:27	4587657402165341815	fraud_Paucek-Wiza	grocery_net	41.47	Amber	Lewis	F	6296 John Keys Suite 858	Pembroke Township	IL	60958	41.0646	-87.5917	2135	Psychotherapist, child	2004-05-08	549833750f7ea805025431766f2caaca	1354512327	41.605829	-87.8806	0
701	734317	2019-11-10 04:23:22	2383461948823908	fraud_Cummings LLC	gas_transport	76.02	Patrick	Vaughan	M	651 Miller Common	Parsonsfield	ME	4047	43.745	-70.9092	1892	Audiological scientist	1956-03-02	4473f3e4af740714ffe15945f0db5a58	1352521402	43.333246	-70.75196600000001	0
702	3770	2019-01-03 05:52:09	4450831335606294	fraud_Conroy-Cruickshank	gas_transport	51.12	Donna	Davis	F	6760 Donovan Lakes	Clayton	OK	74536	34.5906	-95.38	1760	Occupational psychologist	1972-01-20	848693f321f185b952713801423bf69c	1325569929	34.711424	-94.414291	0
703	1079024	2020-03-24 02:12:45	6011693194885790	fraud_Bernhard Inc	gas_transport	49.87	Victoria	Fleming	F	2807 Parker Station Suite 080	Stanchfield	MN	55080	45.6675	-93.2433	2607	Lecturer, further education	1995-12-04	ba97b6a569ec788efcaecd24af04c444	1364091165	46.082124	-93.258917	0
704	710514	2019-10-30 12:30:51	3519232971341141	fraud_Lakin, Ferry and Beatty	food_dining	124.12	Michael	Jones	M	754 Smith Isle	Amsterdam	OH	43903	40.4731	-80.9596	2208	Mental health nurse	1961-09-10	10f0ea02f67dd57beb429b5ed193d57f	1351600251	40.221854	-80.763391	0
705	1220235	2020-05-25 08:45:45	6011975266774121	fraud_Schumm PLC	shopping_net	6.82	Haley	Wagner	F	05561 Farrell Crescent	Annapolis	MD	21405	39.0305	-76.5515	92106	Accountant, chartered certified	1943-05-28	275a2acec06351c1fb64af53db1a6667	1369471545	39.263019	-77.258833	0
706	142536	2020-08-10 06:52:50	2248735346244816	fraud_Casper, Hand and Zulauf	grocery_pos	114.32	Jacob	Weber	M	29156 Mark Park Apt. 108	Utica	KS	67584	38.6411	-100.138	269	Product/process development scientist	1962-11-11	7557fb903e1cac89249cc931929db677	1376117570	38.199675	-100.977016	0
707	43670	2020-07-06 12:14:56	30074693890476	fraud_Quitzon-Goyette	home	19.78	Kelsey	Richards	F	889 Sarah Station Suite 624	Holcomb	KS	67851	37.9931	-100.9893	2691	Arboriculturist	1993-08-16	8d3a343845f5f2ac6773c3866c93d794	1373112896	37.209707	-101.415891	0
708	645844	2019-10-01 21:03:50	3591919803438423	fraud_Pouros-Conroy	shopping_pos	7.08	Brian	Williams	M	32941 Krystal Mill Apt. 552	Titusville	FL	32780	28.5697	-80.8191	54767	Set designer	1987-07-25	db8afb4a9f4fbd41b6d0a34db6fbb9a0	1349125430	27.758633000000003	-81.480456	0
709	19202	2020-06-28 05:05:37	4713464490314802	fraud_Kunze Inc	grocery_pos	92.61	Wesley	Parker	M	7452 Browning Port	Mc Intosh	SD	57641	45.7084	-101.1546	295	Designer, industrial/product	1981-01-26	3220ff8a86380136906beff76e1c7e72	1372395937	45.269686	-101.032059	0
710	526889	2019-08-15 05:49:12	30290551782700	fraud_Haag-Blanda	food_dining	60.12	John	Clarke	M	27909 Peter Motorway	Cadiz	KY	42211	36.802	-87.8286	13422	Commissioning editor	1961-09-03	69da58896d12f13067450c5f62c984f1	1345009752	36.669886	-87.494579	0
711	308849	2019-05-29 20:20:31	30270432095985	fraud_Heller PLC	health_fitness	27.68	Lisa	Lin	F	908 Brooks Brook	Lomax	IL	61454	40.6761	-91.0391	725	Environmental consultant	1972-11-28	c399660006b322665dae913e58f8d88a	1338322831	40.683811	-91.472423	0
712	419787	2020-12-01 15:52:58	3547560454237873	fraud_Marvin-Lind	personal_care	25.88	Jerry	Robinson	M	212 Mary Stream	Arcadia	MI	49613	44.5232	-86.2061	680	Designer, jewellery	1966-12-21	b343608571522ed0baeac759f417bd2c	1385913178	44.097677	-87.055263	0
713	314104	2019-06-01 01:24:45	2266735643685262	fraud_Moen, Reinger and Murphy	grocery_pos	45.47	Carlos	Chung	M	8957 Russell Key	Grant	AL	35747	34.4959	-86.259	5901	Curator	1972-07-25	99269614e1c77218d6124195e547a9f1	1338513885	35.20554	-85.993765	0
714	174512	2020-08-21 16:38:46	676298633337	fraud_Fritsch LLC	travel	2.01	Jessica	Werner	F	4529 Cannon Alley	Center Point	WV	26339	39.4125	-80.6352	255	Chief Executive Officer	1971-12-10	18cbfca85caf3635e14693c246a9f144	1377103126	39.036659	-81.299026	0
715	457023	2020-12-09 23:09:32	30501624614310	fraud_Auer-West	shopping_net	4.84	Amanda	Smith	F	180 Graves Shore	Scotia	SC	29939	32.6786	-81.2455	302	Magazine features editor	1973-05-04	f4af38f060cb0bbcbf0ce54090d64c9f	1386630572	32.947274	-81.701297	0
716	231158	2020-09-12 17:54:22	675990301623	fraud_Friesen Ltd	health_fitness	127.03	Amanda	Spencer	F	6682 Green Forks	Ogdensburg	NJ	7439	41.0767	-74.5982	2456	Senior tax professional/tax inspector	1994-03-13	03312c2d4b0db786513a2ac7ca15fee0	1379008462	41.936805	-74.672434	0
717	1257872	2020-06-07 18:24:11	340103199302564	fraud_Schuppe-Schuppe	food_dining	27.4	Sophia	Dickson	F	9047 Rodriguez Turnpike	Gibsonville	NC	27249	36.1183	-79.5685	12486	Arboriculturist	1934-02-09	30326b66c3a3b6aede6c8fe64a3a88fe	1370629451	35.491293	-78.8775	0
718	322285	2019-06-03 07:52:13	30143713661454	fraud_Pacocha-Bauch	shopping_pos	6.4	Nicholas	Thornton	M	5270 Megan Burg Suite 756	Halma	MN	56729	48.6669	-96.5969	140	Embryologist, clinical	1942-01-06	9207359374022d7f61ee0a61d68785aa	1338709933	48.032756	-96.702637	0
719	838831	2019-12-13 08:12:50	3560797065840735	fraud_Friesen-Stamm	gas_transport	58.93	Janet	Turner	F	0925 Lang Extensions	Shields	ND	58569	46.1838	-101.2589	77	Film/video editor	1989-12-17	2e3289daf1716ecc22e621eda575ec00	1355386370	46.818984	-100.763644	0
720	984671	2020-02-04 19:06:46	4514242065619750	fraud_Lynch-Wisozk	home	163.04	Janet	Carpenter	F	9870 Collins Flat	Laramie	WY	82072	41.4247	-105.4781	35371	Pilot, airline	1988-09-02	366c7dc5755e43da1fc1ec5b64dd617f	1360004806	40.587140000000005	-106.291049	0
721	127992	2020-08-04 15:56:32	4917187576956394	fraud_Beer-Jast	kids_pets	14.62	Joel	Rivera	M	121 Solis Summit Apt. 934	Tryon	OK	74875	35.8759	-96.9623	1165	Psychotherapist, child	1944-11-11	42f3e1d8a48cb84abb3eaefe99be5f20	1375631792	36.764664	-96.276983	0
722	190731	2020-08-27 01:37:57	377834944388609	fraud_Maggio-Fahey	misc_pos	7.83	Michael	Jackson	M	539 Underwood Divide	Pea Ridge	AR	72751	36.4539	-94.118	6434	Product designer	1967-08-28	021ccce19bc3d077e294fc293593a73b	1377567477	36.343234	-94.381966	0
723	368141	2019-06-19 19:57:44	4181833256558613886	fraud_Champlin-Casper	home	128.19	Jessica	Potter	F	7600 Stephen Course Suite 031	Red River	NM	87558	36.6659	-105.4694	606	Surveyor, land/geomatics	1988-09-06	9b4f19cfa4544dab826399b31f5a5c5f	1340135864	37.0365	-105.166363	0
724	406354	2019-07-03 10:54:02	6011934240159560	fraud_Kilback LLC	grocery_pos	82.21	Joshua	Cohen	M	426 Mark Ports	Brooklin	ME	4616	44.2541	-68.5565	824	Loss adjuster, chartered	1974-11-02	c5d32304fa376b8d97c05c502eb11220	1341312842	44.379431	-69.172555	0
725	527780	2019-08-15 15:31:14	3590736522064285	fraud_Hilpert-Conroy	kids_pets	14.49	Kimberly	Gonzalez	F	72966 Shannon Pass Apt. 391	Bauxite	AR	72011	34.5091	-92.4828	4074	Scientist, audiological	1975-12-20	c9704b0889559016b32c9fbd19349a57	1345044674	33.982901	-91.644243	0
726	490323	2020-12-17 12:15:50	4908846471916297	fraud_Schimmel-Olson	kids_pets	62.72	Lauren	Torres	F	03030 White Lakes	Grandview	TX	76050	32.2779	-97.2351	5875	Radiographer, therapeutic	1992-07-24	bb5d21fcec58c61c22f2864bf43ea407	1387282550	32.954823	-96.998775	0
727	545180	2020-12-29 10:07:40	2356276337669917	fraud_Barton Inc	grocery_pos	68.46	Benjamin	Harris	M	0881 Lori Pines	Chester	MD	21619	38.9583	-76.2842	5848	Paediatric nurse	1981-02-15	fca5a17da388513a5048a1c91303bf7b	1388311660	39.412446	-75.383256	0
728	29688	2019-01-18 15:06:18	4365382885912355	fraud_Schimmel-Olson	kids_pets	38.5	Robert	Goodman	M	956 Paul Fields Suite 108	Orr	MN	55771	48.1439	-92.8561	1680	Horticultural therapist	1976-12-10	c259d479dab892aa5ad52e6ed36f8cc4	1326899178	47.200561	-93.259224	0
729	112785	2020-07-30 15:46:09	2297447006766555	fraud_Lesch, D'Amore and Brown	food_dining	34.22	Laura	Walker	F	611 Michael Rue	Cisco	IL	61830	39.9972	-88.6962	478	Landscape architect	1960-01-13	bef300310c2888f9ecf7064016dc63ad	1375199169	39.974039000000005	-88.018188	0
730	670289	2019-10-13 00:58:31	4952583804639909	fraud_Greenholt, Jacobi and Gleason	gas_transport	58.96	Patricia	Rodriguez	F	386 Randolph Throughway	Warren	OH	44483	41.2639	-80.8164	75903	Magazine features editor	1957-04-05	940d3162f918f05affe78d63307ff738	1350089911	41.493061	-81.628714	0
731	338584	2019-06-09 12:28:05	30235438713303	fraud_Nienow, Ankunding and Collier	misc_pos	103.18	James	Baldwin	M	3603 Mitchell Court	Winfield	WV	25213	38.5072	-81.89	5512	Exhibition designer	1980-03-24	2b039bfe6879b37c7e6f7f0150512c3b	1339244885	38.269942	-82.447317	0
732	1061683	2020-03-16 17:44:34	30150717898388	fraud_McKenzie-Huels	food_dining	142.93	Raymond	Lloyd	M	5930 Rebecca Bridge Apt. 444	Paint Rock	AL	35764	34.7031	-86.3068	653	Paediatric nurse	1966-06-19	aec81b8f5137c35c37c599c5dfb7ae4c	1363455874	35.002424	-85.610727	0
733	858279	2019-12-16 20:16:37	4634955908138648	fraud_Goyette-Gerhold	kids_pets	96.19	Mackenzie	Smith	F	7178 Willis Drive	Hooper	NE	68031	41.6414	-96.5232	1745	Engineer, automotive	1973-12-26	5961831cbb4328a05f525b3a4f7f0bfe	1355688997	42.113088	-96.997112	0
734	1210080	2020-05-20 20:51:08	3590736522064285	fraud_Denesik and Sons	shopping_pos	101.09	Kimberly	Gonzalez	F	72966 Shannon Pass Apt. 391	Bauxite	AR	72011	34.5091	-92.4828	4074	Scientist, audiological	1975-12-20	9adcd927e8750c1d7eadf4a6ad329ca7	1369083068	33.514229	-92.134098	0
735	358978	2019-06-16 15:14:07	4003989662068504	fraud_Greenholt Ltd	health_fitness	2.93	Chris	White	M	98897 Bennett Lodge	Bessemer	AL	35022	33.3224	-86.9657	71463	Radio broadcast assistant	1989-02-08	4868f7a0704f6b495d92feebfa790515	1339859647	33.269025	-86.562685	0
736	612186	2019-09-16 20:10:56	4681699462969	fraud_Williamson LLC	misc_pos	118.9	Joseph	Gonzalez	M	319 Wendy Fort Suite 179	Murfreesboro	TN	37132	35.8596	-86.421	158701	Journalist, newspaper	1978-03-06	3f0281d60fbac672e6fdd97531c498ff	1347826256	36.183872	-85.885173	0
737	198890	2019-04-12 20:51:33	4810839835482794272	fraud_Stoltenberg-Beatty	shopping_pos	2.65	Carolyn	Perez	F	433 Blake Roads Suite 967	Wheaton	MO	64874	36.7651	-94.0492	760	Production manager	1985-08-31	f693454c0408e2607d595f28e10215a1	1334263893	36.007182	-94.866832	0
738	77931	2019-02-15 22:13:02	571365235126	fraud_Hintz, Bauch and Smith	health_fitness	67.48	Barbara	Taylor	F	0069 Robin Brooks Apt. 695	Elberta	MI	49628	44.5995	-86.2141	372	Exhibitions officer, museum/gallery	1995-07-12	2923b4f673b5ea34cd7baf08efdbe19b	1329343982	43.634058	-86.648138	0
739	885824	2019-12-23 06:15:53	4873783502705038	fraud_Cummings Group	grocery_net	55.28	Elizabeth	Maxwell	F	194 Goodman Fall Apt. 569	Burlington	WA	98233	48.4786	-122.3345	14871	Public house manager	1974-03-10	4ddeba5460fb255db3c245c71ec6e798	1356243353	48.997755	-121.680492	0
740	434533	2019-07-13 17:48:30	6011893664860915	fraud_Altenwerth-Kilback	home	25.26	Erin	Chavez	F	3379 Williams Common	Littleton	CO	80120	39.5994	-105.0044	320420	Water engineer	1975-07-31	1cd8c4d36576e3581a5ad8e888370bbc	1342201710	39.064165	-104.397193	0
741	476293	2020-12-14 12:54:34	373905417449658	fraud_Langworth, Boehm and Gulgowski	shopping_net	31.89	Sarah	Bishop	F	554 Mcdonald Valley Apt. 539	Meridian	TX	76665	31.929	-97.6443	2526	Phytotherapist	1970-11-12	07d789238ae1a2452e442585f0041135	1387025674	32.595032	-97.127194	0
742	480538	2020-12-15 03:36:11	676148621961	fraud_Huels-Nolan	gas_transport	67.74	Jennifer	Vega	F	91644 Crystal Drives	Eagarville	IL	62023	39.1118	-89.7855	91	Materials engineer	1962-11-18	285e493998d8f2277ef5f05d8b55b432	1387078571	38.859482	-90.183314	0
743	368480	2020-11-10 22:44:59	4497913965512794052	fraud_Yost-Rogahn	personal_care	27.2	Scott	Edwards	M	838 Amy Street Suite 107	Pembroke	NC	28372	34.6902	-79.1834	14783	Hospital doctor	1955-11-07	522984c466b3d365717cf332b3f7d3f6	1384123499	34.824729999999995	-79.023776	0
744	24741	2020-06-29 17:06:01	30235268718158	fraud_Kerluke-Abshire	shopping_net	6.35	Kenneth	Doyle	M	8614 Reed Glen	West Harrison	NY	10604	41.0592	-73.7395	11250	Lexicographer	1977-08-16	8484f4fb994431fabf4364cd37b2db65	1372525561	41.455488	-73.50253199999999	0
745	778484	2019-11-30 00:21:13	2720433095629877	fraud_Heller-Langosh	gas_transport	70.52	Mark	Wood	M	854 Walker Dale Suite 488	Bowdoin	ME	4287	44.0575	-69.9656	3224	Engineer, electronics	1997-08-22	351c8ed8779b3e5821c25cd48bdc5504	1354234873	44.758576	-69.43786	0
746	608535	2019-09-15 17:13:06	6517217825320610	fraud_Roberts, Daniel and Macejkovic	kids_pets	42.68	James	Reese	M	26975 Richardson Mills Apt. 402	Sontag	MS	39665	31.6453	-90.1801	1196	Librarian, academic	1958-06-11	59938bd3f1ab32d9a6fa980139a275d2	1347729186	31.410408	-91.174719	0
747	1186512	2020-05-10 22:52:48	30011465039817	fraud_Bins-Tillman	entertainment	67.68	Lisa	Garcia	F	213 Gill Expressway	Chatham	NY	12037	42.3496	-73.5873	4015	Human resources officer	1971-10-14	f298763e36031c42024432fb727f78e7	1368226368	42.271543	-73.941313	0
748	511533	2020-12-21 23:27:49	4651007077623147	fraud_Conroy-Emard	food_dining	52.2	Andrea	Lewis	F	43075 Cohen Shoals	Ashford	WA	98304	46.7531	-121.9898	759	Video editor	1956-09-14	3e362256e57f0a9f12da188dda4e323d	1387668469	46.642178	-122.889797	0
749	130650	2019-03-13 03:07:34	4917187576956394	fraud_McDermott-Rice	misc_pos	7.9	Joel	Rivera	M	121 Solis Summit Apt. 934	Tryon	OK	74875	35.8759	-96.9623	1165	Psychotherapist, child	1944-11-11	fc4dc7500ddde9435bc7f57eca6a4d71	1331608054	36.070941	-96.011296	0
750	43047	2020-07-06 07:23:12	377834944388609	fraud_Kuvalis Ltd	gas_transport	79.82	Michael	Jackson	M	539 Underwood Divide	Pea Ridge	AR	72751	36.4539	-94.118	6434	Product designer	1967-08-28	1cbffdc77fe099a784dda7bc634721d1	1373095392	35.757786	-94.80838	0
751	493910	2019-08-03 19:16:07	4044436772018844508	fraud_Cormier, Stracke and Thiel	entertainment	22.97	Amy	Abbott	F	01505 Amy Stravenue	Dayton	OH	45415	39.8355	-84.2613	479994	Environmental manager	1970-11-09	20474e69262952ddf1f5bc109efe8fc9	1344021367	38.957309	-83.469836	0
752	77919	2020-07-18 18:46:42	180018375329178	fraud_O'Connell-Ullrich	home	55.71	Michelle	Woods	F	952 Joseph Throughway	Munith	MI	49259	42.3703	-84.2485	2523	Geophysicist/field seismologist	1988-03-21	30c56eebd7b96d98f46883acb26ea145	1374173202	41.982063	-84.52915300000001	0
753	421299	2019-07-08 12:02:23	348789608637806	fraud_Stark-Koss	home	57.69	Megan	Murphy	F	53696 Laura Radial	Holstein	NE	68950	40.4542	-98.6538	331	Telecommunications researcher	1950-08-19	4ffa4fae9a26bdf0013c491882d6e2a1	1341748943	40.129831	-99.599028	0
754	373033	2020-11-13 16:46:15	372509258176510	fraud_Jacobi and Sons	shopping_pos	870.69	Kristen	Hanson	F	26544 Andrea Glen	Goodrich	MI	48438	42.9147	-83.4845	6951	Learning disability nurse	1985-06-18	ee90bdbfd840b54315bcc21045238f1f	1384361175	43.87873	-84.305401	0
755	567804	2019-08-29 21:27:32	4777065439639721	fraud_McCullough, Hudson and Schuster	food_dining	56.04	Peter	Caldwell	M	08966 Beltran Route Suite 905	Oaks	PA	19456	40.1334	-75.4536	737	Oceanographer	1987-04-24	6d802a3713f252caceade45945894488	1346275652	39.720888	-75.383439	0
756	132882	2020-08-06 17:58:49	3501509250702469	fraud_Weber and Sons	food_dining	9.7	Frank	Anderson	M	0611 Stafford Valley Suite 504	Naples	FL	34112	26.1184	-81.7361	276002	Programme researcher, broadcasting/film/video	1979-01-02	6fdfd1caad4324ffccde58d14acffe69	1375811929	25.285159	-80.928145	0
757	902447	2019-12-27 15:34:31	373905417449658	fraud_Yost, Block and Koepp	misc_pos	18.83	Sarah	Bishop	F	554 Mcdonald Valley Apt. 539	Meridian	TX	76665	31.929	-97.6443	2526	Phytotherapist	1970-11-12	3341f187cab0669193e113d90e58a971	1356622471	31.008843	-97.412054	0
758	478868	2020-12-14 20:55:13	3545109339866548	fraud_Kilback and Sons	entertainment	11.74	Keith	Sanders	M	8030 Beck Motorway	Moorhead	MS	38761	33.4783	-90.5142	2870	Chartered public finance accountant	1999-03-05	5ac36a8840e727820e77ce193201a9ed	1387054513	33.030603	-90.658215	0
759	413761	2019-07-06 12:38:56	4208110975550360171	fraud_Beer-Jast	kids_pets	49.58	David	Bonilla	M	82073 Jessica Camp	West Green	GA	31567	31.6143	-82.7243	782	Audiological scientist	1982-01-16	763e70103af18db7790a0c8807a2aac7	1341578336	31.947294	-82.679912	0
760	472327	2019-07-27 08:28:39	4979422371139333	fraud_Lockman, West and Runte	grocery_pos	183.76	Kelly	Zimmerman	F	1893 Katie Tunnel	Westerville	NE	68881	41.4193	-99.3844	73	Product designer	1935-02-10	4ed4812fa73bff77ff0d43cecf4bebd7	1343377719	41.188886	-99.322407	0
761	814980	2019-12-07 23:13:26	3518669219150142	fraud_Pacocha-Bauch	shopping_pos	2.59	Dorothy	Thomas	F	537 Rice Square Suite 040	Milford	OH	45150	39.1657	-84.23299999999999	31394	Hospital doctor	1996-11-12	50b08a7f3f3ee57fb8bbdd8f7ecbb402	1354922006	38.42888	-83.578266	0
762	1215942	2020-05-24 02:02:26	4319584480204988982	fraud_Greenholt, Jacobi and Gleason	gas_transport	55.22	Kathleen	Nash	F	010 Salazar Walk	Cromona	KY	41810	37.1788	-82.695	502	Chief Financial Officer	1960-02-01	b475fcbd4a817b41509a59af2b6c1684	1369360946	36.767731	-82.744667	0
763	984864	2020-02-04 22:41:55	30131826429364	fraud_Gutmann, McLaughlin and Wiza	home	84.64	Brianna	Foley	F	57256 Raymond Ports	Knoxville	TN	37932	35.9335	-84.1481	391389	Designer, industrial/product	1994-04-22	781ed0c349347893edc87d9f4df60fbb	1360017715	36.04713	-84.321774	0
764	998609	2020-02-13 12:07:18	502038091380	fraud_Walter, Hettinger and Kessler	personal_care	71.36	Kurt	Peters	M	7290 Ashlee Keys	Kissee Mills	MO	65680	36.6704	-93.0377	1201	Engineer, agricultural	1980-03-18	64412bf1379e70d2dfb072bbf243af28	1360757238	36.623593	-92.672137	0
765	488516	2019-08-01 20:54:34	4653879239169997	fraud_Goyette, Howell and Collier	shopping_pos	8.16	Monica	Tucker	F	302 Christina Islands	Smiths Grove	KY	42171	37.0581	-86.1938	6841	Therapist, sports	1999-06-06	12ef3883dbe7501002e259c48af52926	1343854474	36.149562	-86.557363	0
766	1106940	2020-04-05 20:56:30	4998109455173950	fraud_Jacobi Inc	health_fitness	2.27	Mary	Pruitt	F	2819 Luke Greens Suite 563	Kansas City	MO	64114	38.9621	-94.5959	545147	Counsellor	1987-11-18	e94a21ed6d93af3a9f59e114cf2556f9	1365195390	39.356553000000005	-94.026397	0
767	1133653	2020-04-17 11:20:05	377550167323848	fraud_Okuneva, Schneider and Rau	shopping_pos	5.86	Kevin	Walters	M	87227 Tapia Burgs	Auburn	ME	4210	44.0948	-70.23899999999999	23045	Tourist information centre manager	1958-09-02	fa6ab5c22f606205845df49b7e2e516a	1366197605	44.410912	-70.445503	0
768	547896	2020-12-29 19:18:30	345933964507467	fraud_Medhurst Inc	home	24.64	Carol	Dillon	F	27479 Reeves Dale	Whaleyville	MD	21872	38.4121	-75.2811	718	Regulatory affairs officer	1985-03-19	af2ee5d42cfefaa245bd2c6ee52d7fb5	1388344710	39.365197	-74.663315	0
769	106940	2020-07-28 08:23:49	4862293128558	fraud_Flatley Group	misc_pos	2.8	Elizabeth	Payne	F	897 Daugherty Mission	Grassflat	PA	16839	41.0036	-78.1104	489	Pension scheme manager	1956-09-15	3b05e99bfccb061c53b59a4056a2d31f	1374999829	40.544761	-77.646692	0
770	418097	2019-07-07 15:56:25	3521417320836166	fraud_Kutch, Steuber and Gerhold	food_dining	25.93	Angela	Hodges	F	08236 Kim Hill	Indianapolis	IN	46254	39.849	-86.272	910148	Firefighter	1975-11-30	592b97fc5264ae025cb05c76ff15b30f	1341676585	38.882484000000005	-86.445555	0
771	665298	2019-10-10 20:40:13	571844099986	fraud_Barton LLC	kids_pets	67.2	Susan	Mills	F	005 Cody Estates	Louisville	KY	40202	38.2507	-85.7476	736284	Engineering geologist	1952-04-02	d00547d8ef4ec45d57e1bd87f9c9f7a5	1349901613	37.972879	-85.930684	0
772	158450	2019-03-25 08:56:35	6517217825320610	fraud_Weimann, Kuhic and Beahan	shopping_pos	6.73	James	Reese	M	26975 Richardson Mills Apt. 402	Sontag	MS	39665	31.6453	-90.1801	1196	Librarian, academic	1958-06-11	6a74099f3afd543468c60854edda2a14	1332665795	31.635774	-90.824221	0
773	795652	2019-12-02 22:12:08	501831082224	fraud_Spencer PLC	entertainment	27.14	Corey	Jones	M	709 George Underpass Apt. 080	West Decatur	PA	16878	40.9493	-78.3129	1762	Armed forces logistics/support/administrative officer	1962-05-04	74621c2b780de0f1e1b20acb64ddb0fb	1354486328	40.946769	-78.644693	0
774	274284	2020-10-01 01:29:49	180011453250192	fraud_Lockman, West and Runte	grocery_pos	101.81	Craig	Dunn	M	721 Jacqueline Brooks	New Boston	IL	61272	41.2153	-90.9879	1504	Manufacturing engineer	1993-10-05	06397c58cece145e75583cbd3df5a22e	1380590989	40.472349	-90.123658	0
775	246507	2019-05-03 22:12:14	180056173248083	fraud_Gleason-Macejkovic	shopping_net	8.91	Larry	Warner	M	145 Jeffrey Key Suite 668	Lakeview	MI	48850	43.4269	-85.2924	4474	Emergency planning/management officer	1976-01-15	45ceeec74cd0df71c773ef6352d14f12	1336083134	42.587026	-85.97086800000001	0
776	525770	2019-08-14 17:39:27	4798937978667559470	fraud_Haley Group	misc_pos	71.87	Robert	Williams	M	09419 Lewis Rapids	Bay City	MI	48706	43.6088	-83.95299999999999	67858	Water quality scientist	1995-03-13	ca0301cb2c32e10f6f5179ace72112e2	1344965967	44.549379	-83.309413	0
777	133668	2020-08-07 02:29:32	4500002361389	fraud_Brown PLC	misc_net	8.52	Joseph	Nixon	M	86882 Desiree Camp Suite 047	Tyaskin	MD	21865	38.2833	-75.8465	470	Music tutor	1965-04-07	a8324a027a87e67eb8d2d535cbe066ce	1375842572	37.542193	-76.082284	0
778	435238	2020-12-05 19:34:00	4155021259183870	fraud_Romaguera, Wehner and Tromp	kids_pets	179.97	Renee	Parrish	F	174 Jennifer Meadow Apt. 467	Mountain Park	OK	73559	34.7032	-98.9591	540	Research scientist (life sciences)	1983-10-12	046c3a8eff255f746a73f53399716094	1386272040	33.754394	-99.684784	0
779	1244121	2020-06-02 09:05:52	3582754887089201	fraud_Erdman-Kertzmann	gas_transport	60.81	Terrance	Mckinney	M	42965 Christopher Fords Suite 659	Norman	AR	71960	34.4596	-93.6743	1383	Magazine features editor	1966-08-08	081db72aac8697ece81efc35bf28546c	1370163952	33.94742	-92.994387	0
780	232912	2020-09-13 12:37:49	6011366578560244	fraud_Schumm PLC	shopping_net	2.61	Adam	Stark	M	0912 Mark Fields Apt. 080	Mc Veytown	PA	17051	40.5046	-77.7186	4653	Nutritional therapist	1997-07-01	4ccc7208d9158d16336ab5636f0c1e55	1379075869	39.527967	-76.897708	0
781	271460	2020-09-29 15:56:04	6564459919350820	fraud_Welch, Rath and Koepp	entertainment	82.35	Douglas	Willis	M	619 Jeremy Garden Apt. 681	Benton	WI	53803	42.5545	-90.3508	1306	Public relations officer	1958-09-10	aa004104e2522489024899b3e344d2e1	1380470164	42.484064	-90.416051	0
782	120689	2019-03-09 07:27:50	6011693194885790	fraud_Heller-Langosh	gas_transport	54.2	Victoria	Fleming	F	2807 Parker Station Suite 080	Stanchfield	MN	55080	45.6675	-93.2433	2607	Lecturer, further education	1995-12-04	0bcffb68b02e87d85d8ae361bd6524b9	1331278070	45.190807	-93.554305	0
783	48299	2020-07-07 14:58:16	30242921189660	fraud_Turner, Ziemann and Lehner	food_dining	2.87	Dalton	Jones	M	3304 Hernandez Run	Afton	MI	49705	45.3637	-84.4695	937	Technical brewer	1958-04-06	4c479dcdf899994979263b6da67d97d9	1373209096	45.60047	-84.18879799999999	0
784	516119	2019-08-11 12:14:22	2242542703101233	fraud_Bode-Schuster	kids_pets	63.57	Samuel	Jenkins	M	43235 Mckenzie Views Apt. 837	Westport	KY	40077	38.4921	-85.4524	564	Pensions consultant	1996-04-10	26dbec554c9d15bcbf1e70eb123372d1	1344687262	38.649678	-85.88764599999999	0
785	773719	2019-11-27 12:00:15	38052002992326	fraud_Treutel-King	travel	4.44	Anna	Logan	F	3522 Park Wells Suite 528	Cleveland	TX	77327	30.33	-95.0202	34153	Building surveyor	1995-09-11	33340a233450546d5cdd6238f6c357c1	1354017615	30.987784	-95.221299	0
786	41765	2019-01-25 19:54:50	3598215285024754	fraud_Dibbert and Sons	entertainment	167.32	Ashley	Lopez	F	9333 Valentine Point	Bellmore	NY	11710	40.6729	-73.5365	34496	Librarian, public	1970-10-21	6eb37810ce98554433cfd67113175659	1327521290	39.942198	-74.40734300000001	0
787	11942	2019-01-07 22:38:02	6534628260579800	fraud_Jewess LLC	shopping_pos	7.09	Christine	Harris	F	29606 Martinez Views Suite 653	Hinesburg	VT	5461	44.3346	-73.098	4542	Claims inspector/assessor	1998-03-19	09b1966f42e6a63d41888e7e477614ea	1325975882	44.089218	-72.928066	0
788	932634	2020-01-05 18:12:10	630424987505	fraud_Botsford Ltd	shopping_pos	2.78	Jennifer	Black	F	2870 Bean Terrace Apt. 756	Thomas	WV	26292	39.1505	-79.503	836	Forensic psychologist	1981-08-29	4eb790254a8ee06025fa22a65d81f856	1357409530	38.288345	-79.80333	0
789	1218424	2020-05-24 19:37:40	4935858973307492	fraud_Ankunding-Carroll	travel	531.64	Lance	Wagner	M	6003 Brady Shoal Apt. 449	Irwinton	GA	31042	32.8088	-83.17399999999999	1841	Film/video editor	1975-06-01	15891ccc39c6c6bdd228e0f7839c42c8	1369424260	33.323596	-82.288579	0
790	300272	2020-10-12 15:48:17	630451534402	fraud_Baumbach Ltd	personal_care	45.0	Rachel	Daniels	F	561 Little Plain Apt. 738	Wetmore	MI	49895	46.3535	-86.6345	765	Immunologist	1972-06-12	bfa8ca350d7ad56eacb905decea95463	1381592897	46.237927	-85.64648299999999	0
791	547991	2020-12-29 19:35:34	5596347693144598	fraud_Reichel LLC	personal_care	87.75	Joseph	Moody	M	5901 Foster Pine	Kenner	LA	70062	29.9912	-90.2479	68211	Engineer, petroleum	1941-04-23	7d808858ed9088978671b47f883af6c1	1388345734	29.259568	-91.043881	0
792	373322	2019-06-22 01:00:58	6595970453799027	fraud_Emard Inc	gas_transport	67.89	Gina	Gomez	F	72030 Shelton Crossing Apt. 742	Stirling	NJ	7980	40.6774	-74.4968	2307	Science writer	1969-09-11	cfc5ddc2dc8be3270ab098fce3c5d614	1340326858	40.051702	-73.569754	0
793	1231071	2020-05-29 02:11:50	180017442990269	fraud_Kuhic, Bins and Pfeffer	shopping_net	7.45	Michelle	Anderson	F	28311 Dennis Trace	Albany	NY	12222	42.6853	-73.8253	151022	Designer, textile	1939-06-01	49b57631970806ef4e4db5cf5edd291c	1369793510	42.986726	-74.7102	0
794	185267	2019-04-06 18:29:31	4220345354880	fraud_Eichmann-Kilback	home	54.72	Patrick	Torres	M	27386 Snyder Station	Oxford	MI	48371	42.8223	-83.2829	24840	Agricultural consultant	1960-01-20	415eb989f8813c391c73b63fd33b7ca8	1333736971	43.001602	-83.60220799999999	0
795	869604	2019-12-20 02:28:25	2256234701263057	fraud_Eichmann-Russel	misc_pos	2.0	Christopher	Grimes	M	39631 Dunn Radial	Grantham	NH	3753	43.5103	-72.1334	2971	Charity fundraiser	1948-04-11	b976c2abe0c725bb814c55d3bfd5d2b5	1355970505	43.041985	-72.326954	0
796	977766	2020-02-01 10:19:08	213186880359195	fraud_Kerluke-Abshire	shopping_net	109.67	Craig	Franco	M	9242 Vanessa Ramp Apt. 525	Smithfield	IL	61477	40.4855	-90.2856	631	Futures trader	1973-02-14	c75e394b692d1b79261c16d7ff96debb	1359713948	41.307908000000005	-89.962342	0
797	114074	2019-03-05 16:35:00	376445266762684	fraud_Nienow, Ankunding and Collier	misc_pos	9.47	Rachel	Lowe	F	372 Jeffrey Course	Sutherland	NE	69165	41.1558	-101.136	1789	Insurance broker	1982-02-11	53246ae532c1cb6e8fe1f474b3913943	1330965300	40.699139	-101.11076	0
798	1052866	2020-03-12 22:17:06	3535808924394848	fraud_Jast and Sons	food_dining	57.47	Matthew	Myers	M	4936 Michelle Points	Tower Hill	IL	62571	39.39	-88.9597	1532	Radio broadcast assistant	1980-01-09	a670d003967b1ca80206b50039e80158	1363126626	38.897497	-88.726456	0
799	78190	2020-07-18 21:02:16	3589255887819806	fraud_Bahringer, Schoen and Corkery	shopping_pos	233.7	David	Miller	M	622 Bradley Knoll Apt. 758	Hancock	MD	21750	39.6991	-78.1762	3766	Press photographer	1984-02-14	8b01c6a7e4460837e3c5ef5f79a3c614	1374181336	40.353891	-77.857462	0
800	547547	2019-08-22 16:52:17	4951647200979051	fraud_McDermott-Rice	misc_pos	2.38	Kimberly	Miller	F	75533 Tamara Valleys	Logan	IL	62856	37.9943	-88.9417	324	Scientist, research (physical sciences)	1976-06-15	350a6c9ac8ac236be39e7981c3dcbed1	1345654337	38.261768	-89.674212	0
801	96744	2020-07-25 07:08:01	4715741951931168360	fraud_Boehm, Predovic and Reinger	misc_pos	5.37	Robert	Drake	M	463 Willie Estates	Burbank	OK	74633	36.6966	-96.7869	471	Sub	1941-03-30	ceb57b3779eba3d51ec7c3e6b35c9d2a	1374736081	37.040616	-97.494048	0
802	452779	2020-12-08 19:35:39	371009169330125	fraud_Sawayn PLC	shopping_pos	175.41	Randall	Burgess	M	393 Carroll Route Suite 197	Norman Park	GA	31771	31.2462	-83.6549	5666	Rural practice surveyor	2003-09-14	be03dfbd412ee6577e2363c3b5415abb	1386531339	31.59385	-84.04494	0
803	366978	2020-11-10 13:21:30	4859525594182537	fraud_McDermott-Rice	misc_pos	195.55	Rebecca	Farley	F	383 Long Islands	Downsville	NY	13755	42.0716	-75.0152	1228	Psychotherapist, child	1990-02-25	de197886d4519046ae75e9023427b971	1384089690	41.170141	-75.564412	0
804	330689	2020-10-26 03:57:07	60490596305	fraud_Stamm-Witting	shopping_net	1.06	Karen	Johnson	F	4349 Anna Flat Suite 214	Haynes	AR	72341	34.8838	-90.7666	222	Programmer, applications	1963-05-19	fe0af3a7b29029a9ee43a9e6c36f54ba	1382759827	34.45905	-89.98033199999999	0
805	428517	2019-07-11 12:23:49	502012776709	fraud_Schneider, Hayes and Nikolaus	food_dining	9.28	Sherry	Martinez	F	144 Yu Locks Apt. 754	Garrattsville	NY	13342	42.6315	-75.1866	165	Naval architect	1945-09-20	d92a273ece99a39a1ba8b754d5594a65	1342009429	42.384977	-75.281463	0
806	1027651	2020-03-02 01:07:27	4319584480204988982	fraud_Brekke and Sons	gas_transport	78.76	Kathleen	Nash	F	010 Salazar Walk	Cromona	KY	41810	37.1788	-82.695	502	Chief Financial Officer	1960-02-01	666f3797837b3f1f879c00ea9de1ac44	1362186447	36.196090000000005	-83.219911	0
807	1199742	2020-05-16 22:00:34	375848982312810	fraud_Romaguera, Wehner and Tromp	kids_pets	58.01	Dale	Smith	M	25036 Contreras Turnpike Suite 270	Purmela	TX	76566	31.4841	-97.9903	258	Web designer	1943-12-15	79565ad99ff4b85443838ba8fb513835	1368741634	30.968291	-97.618172	0
808	237781	2020-09-15 00:20:40	4181833256558613886	fraud_Bartoletti-Wunsch	gas_transport	44.49	Jessica	Potter	F	7600 Stephen Course Suite 031	Red River	NM	87558	36.6659	-105.4694	606	Surveyor, land/geomatics	1988-09-06	06ab2f5dde77c9224f27a9e558525457	1379204440	35.996706	-105.090479	0
809	131490	2019-03-13 16:39:55	502012776709	fraud_Kilback LLC	food_dining	95.21	Sherry	Martinez	F	144 Yu Locks Apt. 754	Garrattsville	NY	13342	42.6315	-75.1866	165	Naval architect	1945-09-20	4ee7d4b0a03a5cd3b41707461034f81a	1331656795	42.564842	-74.260108	0
810	1111723	2020-04-07 09:47:10	4400011257587661852	fraud_Goldner, Kovacek and Abbott	grocery_pos	94.08	Marissa	Powell	F	474 Allen Haven	North Loup	NE	68859	41.4972	-98.7858	509	Nurse, children's	1980-09-15	c012e76b7e0a1feee96936db3956e8e2	1365328030	40.508066	-98.784992	0
811	627950	2019-09-23 18:38:48	180048185037117	fraud_Leannon-Ward	food_dining	49.7	Mary	Wall	F	2481 Mills Lock	Plainfield	NJ	7060	40.6152	-74.415	71485	Leisure centre manager	1974-07-19	aea50a3f54e45eb32b1c90b407153fae	1348425528	40.510286	-73.585024	0
812	840859	2019-12-13 20:07:02	6011366578560244	fraud_Johnson, Runolfsdottir and Mayer	misc_net	8.03	Adam	Stark	M	0912 Mark Fields Apt. 080	Mc Veytown	PA	17051	40.5046	-77.7186	4653	Nutritional therapist	1997-07-01	0055afe0eee30bde6c3165c00dc318a0	1355429222	41.024387	-77.746157	0
813	401911	2020-11-26 04:52:54	2222157926772399	fraud_Stroman, Hudson and Erdman	gas_transport	47.13	Amy	Garrett	F	6014 Thomas Throughway	Trenton	TX	75490	33.4235	-96.3398	2211	Investment banker, operational	1987-02-26	e2973bf2ebb6a70aa82b30a89c0fcc0b	1385441574	33.552812	-97.227604	0
814	990133	2020-02-08 15:47:32	3519232971341141	fraud_Kling, Howe and Schneider	home	26.11	Michael	Jones	M	754 Smith Isle	Amsterdam	OH	43903	40.4731	-80.9596	2208	Mental health nurse	1961-09-10	4c8639d8d08dccc3b0cb5f7b8f61babb	1360338452	39.635527	-80.910721	0
815	976707	2020-01-31 19:07:50	180094419304907	fraud_Towne, Greenholt and Koepp	shopping_net	129.37	Sharon	Smith	F	17666 David Valleys	Sun City	CA	92585	33.7467	-117.1721	54287	Designer, exhibition/display	1972-09-22	98e1faa66fbda14ac012b33da7f1d089	1359659270	33.965239000000004	-117.26944	0
816	520096	2020-12-23 19:24:47	4862293128558	fraud_O'Hara-Wilderman	food_dining	128.67	Elizabeth	Payne	F	897 Daugherty Mission	Grassflat	PA	16839	41.0036	-78.1104	489	Pension scheme manager	1956-09-15	84087c9332e35b819e4613caba68701f	1387826687	41.110781	-79.096181	0
817	178654	2020-08-23 09:33:54	4992346398065154184	fraud_Ledner-Pfannerstill	gas_transport	38.47	Benjamin	Kim	M	920 Patrick Light	Mc Nabb	IL	61335	41.173	-89.2187	532	Audiological scientist	1956-01-09	e790f7f78bbb096b24300faf6cbaec61	1377250434	41.366643	-89.724852	0
818	910151	2019-12-29 03:01:37	6011860238257910	fraud_Cormier LLC	shopping_net	9.66	Lisa	Mendez	F	44259 Beth Station Suite 215	Lahoma	OK	73754	36.385	-98.0727	1078	Programme researcher, broadcasting/film/video	1952-07-06	7218ccff39b7de01da4c7a2c29ac2bdf	1356750097	36.709842	-97.426684	0
819	670866	2019-10-13 06:45:01	6523180720198790	fraud_Spinka Inc	grocery_net	105.53	Alan	Taylor	M	560 Molina Path	Oakdale	NY	11769	40.7382	-73.1297	9506	Biochemist, clinical	1953-04-13	2c495e227e60de63b57a3e713e8cc950	1350110701	40.812346000000005	-72.912134	0
820	219018	2019-04-21 12:34:15	4988304376504	fraud_Schumm PLC	health_fitness	40.34	William	Thompson	M	977 Rita Grove Apt. 000	Rock Tavern	NY	12575	41.4575	-74.1659	2258	Building surveyor	1937-03-17	0ffe9911d38b74f2bb755c80c4840b0a	1335011655	40.964922	-74.955058	0
821	449022	2019-07-18 20:58:36	3559679414981506	fraud_Wilkinson Ltd	entertainment	31.74	Olivia	Stephenson	F	292 Cassidy Oval	Lowville	NY	13367	43.7893	-75.4156	8830	Theme park manager	1991-03-29	b418d9667fa609601254b6b331aa5dd2	1342645116	44.705564	-74.84731500000001	0
822	163124	2019-03-27 16:43:06	3523898249167098	fraud_Gibson-Deckow	entertainment	82.46	Joshua	Carpenter	M	04975 Allison Shoal	Bronx	NY	10463	40.8798	-73.9067	1382480	Therapist, drama	1990-11-09	5cf72c799504b6d82122d802b74c9b4b	1332866586	41.631294	-74.610966	0
823	116818	2019-03-07 08:18:25	4509922033272157	fraud_Hackett-Lueilwitz	grocery_pos	105.6	Monica	West	F	22084 Smith Roads Suite 776	Hurley	SD	57036	43.2893	-97.1904	811	Neurosurgeon	1972-03-28	ed7f00e49554f7c5459dd8b5fe59d169	1331108305	42.751505	-97.413264	0
824	156793	2020-08-15 14:15:19	4755696071492	fraud_Cartwright PLC	kids_pets	45.14	Robert	Evans	M	01892 Patricia Vista Apt. 828	Sachse	TX	75048	32.9643	-96.6012	20328	Site engineer	1985-06-20	65b6b93fd7861e08c73c315bd45d9b5e	1376576119	32.211083	-96.254303	0
825	719344	2019-11-03 13:02:27	3538520143479972	fraud_Little-Gleichner	travel	1.87	Cassandra	Nunez	F	9572 Austin Forge Suite 612	Clay Center	OH	43408	41.5686	-83.3632	269	Insurance underwriter	1965-09-15	12f11762efd77efac8fea5a945bb8675	1351947747	41.349002	-83.462354	0
826	616322	2019-09-19 04:43:18	180058696935600	fraud_Hills-Olson	grocery_net	19.33	Richard	Barnes	M	1339 Johnson Landing Suite 007	De Lancey	NY	13752	42.18899999999999	-74.9229	782	Chartered accountant	2000-08-28	15c37a155b98ed11c7ad9ccc51559cd1	1348029798	42.466177	-75.64972900000001	0
827	510318	2019-08-09 16:50:13	3501942333500073	fraud_Sawayn PLC	shopping_pos	29.02	Lori	Bishop	F	08056 Alvarado Club Suite 699	Phoenix	AZ	85086	33.8155	-112.1202	1312922	Counselling psychologist	1999-11-30	96a342ebf97212922e037e604835279b	1344531013	33.122322	-111.463365	0
828	550882	2019-08-24 01:53:52	36913587729122	fraud_Heller, Gutmann and Zieme	grocery_pos	174.08	Ana	Mccormick	F	4503 Patricia Route	Meridian	ID	83646	43.6498	-116.4306	84106	Intelligence analyst	1971-02-11	5dfdcb67e156f16abc6cc2954ed224db	1345773232	43.757318	-115.441456	0
829	404941	2019-07-02 16:43:01	3576431665303017	fraud_Cormier LLC	shopping_net	9.92	Jessica	Ward	F	72269 Elizabeth Field Apt. 132	Phoenix	AZ	85020	33.5623	-112.0559	1312922	Contractor	1981-10-24	41f9a9f6429ea30a793e743f5ac4b4d8	1341247381	33.323342	-112.782412	0
830	345345	2020-11-01 17:22:56	375534208663984	fraud_Lakin, Ferry and Beatty	food_dining	61.83	Tyler	Garcia	M	408 Bradley Rest	Doe Hill	VA	24433	38.4207	-79.4629	99	Dance movement psychotherapist	1986-03-28	465ea19929b73916b35cdf0f6371ac5d	1383326576	37.527405	-79.207094	0
831	284615	2020-10-05 17:37:48	3567697931646329	fraud_Botsford Ltd	shopping_pos	5.42	John	Stevens	M	428 Morgan River	Hudson	NY	12534	42.247	-73.7552	17867	Travel agency manager	1998-07-29	32fda71e68bfd20161245c665f6cd903	1380994668	41.501416	-74.484365	0
832	1256603	2020-06-07 10:15:35	348789608637806	fraud_Hudson-Grady	shopping_pos	8.88	Megan	Murphy	F	53696 Laura Radial	Holstein	NE	68950	40.4542	-98.6538	331	Telecommunications researcher	1950-08-19	5295cccd952373c00ef1088a0870d833	1370600135	39.492536	-97.786115	0
833	1092737	2020-03-30 12:25:02	5289285402893489	fraud_Botsford Ltd	shopping_pos	5.48	Amanda	Adams	F	08580 Jeremy Falls	Bay City	OR	97107	45.5197	-123.8761	1530	Colour technologist	1986-11-24	1e6d130cb5583b50997c46b5ef7c20e3	1364646302	46.210692	-123.461291	0
834	547965	2019-08-22 20:31:40	30011465039817	fraud_Bernhard, Grant and Langworth	shopping_pos	114.63	Lisa	Garcia	F	213 Gill Expressway	Chatham	NY	12037	42.3496	-73.5873	4015	Human resources officer	1971-10-14	bcaf898d50390fc4a0a1caae612e03e3	1345667500	43.338947	-74.258522	0
835	1242684	2020-06-01 22:40:00	561942763351	fraud_Crooks and Sons	personal_care	97.44	Melissa	Brown	F	330 Montoya Ramp	Washington	DC	20036	38.9087	-77.0414	601723	Prison officer	1986-03-14	d24d19fb65067ec16ab7aeeb54d16e26	1370126400	38.605856	-77.757302	0
836	243901	2020-09-17 22:32:56	4861310130652566408	fraud_Kessler Group	travel	4.26	Ashley	Cruz	F	65417 Walsh Radial Suite 691	Saint Amant	LA	70774	30.2385	-90.8435	10076	Surveyor, rural practice	1977-12-16	03b7ce767e6982852c4161371055c041	1379457176	29.788097	-90.526383	0
837	437912	2019-07-14 16:26:18	6011724471098086	fraud_Reichert, Huels and Hoppe	shopping_net	2.03	Ann	Lawson	F	144 Evans Islands Apt. 683	Burbank	WA	99323	46.1966	-118.9017	3684	Musician	1981-11-29	f52ac681cba1d4a48ce7512ea59958bc	1342283178	45.402115	-118.502523	0
838	240896	2020-09-16 00:10:23	213155997615567	fraud_Turner and Sons	shopping_pos	127.12	James	Yoder	M	83359 Lopez Point	Clune	PA	15727	40.5503	-79.3237	168	Race relations officer	1978-10-04	7cc54a6e875433e96e2e650482b2fb6a	1379290223	40.790683	-79.812325	0
839	1177325	2020-05-06 06:37:37	3527536963490470	fraud_Eichmann, Bogan and Rodriguez	gas_transport	62.63	Teresa	Stein	F	2838 White Fields Apt. 473	Brunson	SC	29911	32.9413	-81.1807	1725	Social researcher	1974-12-05	5789e89eeb252511047c479a78c003d6	1367822257	32.103826	-81.730474	0
840	967961	2020-01-26 10:21:49	4301028321766222513	fraud_Mosciski, Gislason and Mertz	grocery_pos	105.85	Joe	Howard	M	109 Brian Lights Apt. 504	Shippingport	PA	15077	40.6025	-80.3863	198	Secretary/administrator	1978-10-26	30fcc81d51d9dda71958e50f0798056a	1359195709	40.996825	-81.312015	0
841	663299	2019-10-09 19:24:59	3513618443244549	fraud_Friesen Ltd	health_fitness	124.91	Amber	Perez	F	954 Reyes Ways	Fulton	SD	57340	43.7588	-97.8712	355	Financial adviser	1955-06-26	6129d0cb8500979dfd32570dcbb0b11d	1349810699	43.815131	-97.816749	0
842	462189	2020-12-11 12:35:03	180084576295055	fraud_Skiles LLC	home	64.53	David	Kirby	M	133 Alyssa Plains	Lolita	TX	77971	28.7724	-96.4793	911	Archaeologist	1970-01-18	9439e2d59d6ff07697b38abfbe56aa7b	1386765303	29.055193	-97.33082	0
843	829896	2019-12-10 17:51:46	4836998673805450	fraud_Lubowitz-Walter	kids_pets	40.02	Susan	Hardy	F	516 Brown Parks	Manistique	MI	49854	46.0062	-86.2555	6469	Trade mark attorney	1979-04-12	999e499b37abb201bc147fbccec867c1	1355161906	46.192063	-86.667999	0
844	1124534	2020-04-13 10:25:05	38588538868506	fraud_Cummerata-Jones	gas_transport	77.79	Jacqueline	Curry	F	3047 Jeff Place	Marathon	TX	79842	30.1886	-103.2214	498	Lexicographer	1990-11-23	5f2d93b7003db02b9131936b4fdc9e20	1365848705	30.869346000000004	-103.454312	0
845	533731	2020-12-27 12:38:03	6011652924285713	fraud_Stamm-Witting	shopping_net	8.85	Kathryn	Smith	F	19838 Tonya Prairie Apt. 947	Rocky Mount	MO	65072	38.2911	-92.7059	1847	Tax inspector	1988-10-26	4a078e3015696aba21e51fbfb1847530	1388147883	38.788484	-92.847839	0
846	24183	2019-01-15 00:24:43	4428780983793657331	fraud_Strosin-Cruickshank	grocery_pos	113.54	Richard	Waters	M	7683 Natasha Way Apt. 945	Waukesha	WI	53186	42.9993	-88.2196	95015	Therapist, occupational	1946-01-02	f9c2f1273f1ad160d86218afc7d237b5	1326587083	42.491195000000005	-88.31531600000001	0
847	1247544	2020-06-03 10:49:58	370612217861404	fraud_Gislason Group	misc_pos	209.91	Amanda	Fitzgerald	F	298 Kayla Lights	Bristol	PA	19007	40.1159	-74.8536	21125	Administrator, charities/voluntary organisations	1985-05-25	2315540b56ed1462a0395db5b35ebef7	1370256598	39.212254	-75.70859200000001	0
848	456809	2019-07-21 13:12:50	4364010865167176	fraud_Turcotte, Batz and Buckridge	health_fitness	17.85	Gary	Martinez	M	03512 Jackson Ports	Reno	NV	89512	39.5483	-119.7957	276896	Immunologist	1997-03-12	a0d02bc8e2359c5a21aa65e8e01809fd	1342876370	40.148752	-119.486711	0
849	482246	2019-07-29 22:23:27	4586810168620942	fraud_Hilpert-Conroy	kids_pets	4.0	Michelle	Gregory	F	6983 Carrillo Isle	Edisto Island	SC	29438	32.5486	-80.307	2408	Sales professional, IT	1997-07-05	184caf280b69d22967d88f62ce011a90	1343600607	32.375582	-79.633134	0
850	209525	2020-09-02 17:45:04	180072527505094	fraud_Crona and Sons	kids_pets	151.03	Cody	Miller	M	25748 John Wells	Mooresville	NC	28117	35.584	-80.8685	69793	Control and instrumentation engineer	1953-12-08	1bb15d83d0006fb4b9985ccada9716a0	1378143904	34.798142	-80.435513	0
851	479921	2019-07-29 09:12:29	213112402583773	fraud_Dicki Ltd	grocery_net	66.09	Ana	Howell	F	4664 Sanchez Common Suite 930	Bradley	SC	29819	34.0326	-82.2027	1523	Research scientist (physical sciences)	1984-06-03	ddd35a63c263a2b4a185da974a5167e4	1343553149	34.000331	-82.25922800000001	0
852	90582	2019-02-23 12:13:13	30442439074871	fraud_Erdman-Schaden	personal_care	53.22	Linda	Sanchez	F	6574 William Hill Apt. 375	Jermyn	PA	18433	41.5744	-75.5881	6508	Training and development officer	1981-06-22	680b5afff2edc29020f4992ea50ba416	1329999193	41.95225	-74.82325300000001	0
853	276349	2019-05-16 23:42:27	4745996322265	fraud_Langworth LLC	personal_care	6.54	Carrie	Washington	F	6114 Adams Harbor Suite 096	Kingsford Heights	IN	46346	41.4802	-86.6919	1423	Psychologist, forensic	1998-10-07	79709ab609ebed9dca5f6e97d96f0648	1337211747	41.229605	-85.951265	0
854	450698	2020-12-08 12:48:48	3531129874770000	fraud_Kilback Group	food_dining	124.99	Shelby	Mitchell	F	974 Cindy Stream	Brandon	VT	5733	43.8065	-73.0882	5895	Scientist, marine	1975-07-13	6f5dbeabf9431da72ba14bdf4979e47b	1386506928	44.274807	-73.397134	0
855	120819	2020-08-02 19:13:36	676173792455	fraud_Morissette-Schaefer	personal_care	32.91	Brittany	Cox	F	07177 William Dale Apt. 547	Santa Monica	CA	90403	34.0287	-118.4924	92043	Civil engineer, contracting	1961-04-25	7dbae0b2726f46f85029db1f5836e485	1375470816	33.032039000000005	-118.48131200000002	0
856	643671	2019-09-30 17:45:19	4509142395811241	fraud_Leffler-Goldner	personal_care	3.37	Margaret	Williams	F	165 Jerry Meadows Suite 460	Surrency	GA	31563	31.6489	-82.1982	1324	Engineer, technical sales	1926-07-12	099466ea2be77f2cf1e0c3cfb0ddf712	1349027119	31.83694	-82.82788199999999	0
857	683730	2019-10-19 04:05:33	3521417320836166	fraud_Hintz-Bruen	grocery_net	53.39	Angela	Hodges	F	08236 Kim Hill	Indianapolis	IN	46254	39.849	-86.272	910148	Firefighter	1975-11-30	41feea171e72497d248283e84662872f	1350619533	40.020419	-87.150913	0
858	468768	2019-07-25 21:02:55	180072527505094	fraud_Moore, Williamson and Emmerich	home	2.54	Cody	Miller	M	25748 John Wells	Mooresville	NC	28117	35.584	-80.8685	69793	Control and instrumentation engineer	1953-12-08	0f67181e837bf38f4929344c64b8c8fb	1343250175	35.196248	-81.116924	0
859	391376	2020-11-22 00:20:40	3533800906065217	fraud_Mosciski, Ziemann and Farrell	shopping_net	304.14	Amber	Thornton	F	840 Werner Lock Apt. 852	Campbell	NE	68932	40.2967	-98.737	493	Surveyor, minerals	1940-09-13	d67350c3df796d7f3170497130aebcf8	1385079640	40.073594	-98.704511	0
860	283611	2019-05-19 21:50:39	30328384440870	fraud_Dare-Gibson	health_fitness	99.12	Helen	Campbell	F	182 Sergio Summit Apt. 129	Browning	MO	64630	40.029	-93.1607	602	Cytogeneticist	1954-07-14	e554ead36957ba5784c21503b9baa98a	1337464239	39.15223	-92.754823	0
861	339387	2020-10-29 19:09:22	180064817343047	fraud_Kunze, Larkin and Mayert	travel	9.15	Patricia	Gonzalez	F	8973 Mark Drive	Stephensport	KY	40170	37.9048	-86.524	344	Chartered public finance accountant	1967-03-30	c05a815fe125b7efb3ab2a5c8871404e	1383073762	38.644435	-86.464881	0
862	237067	2020-09-14 19:57:43	3531129874770000	fraud_Pacocha-Weissnat	kids_pets	34.34	Shelby	Mitchell	F	974 Cindy Stream	Brandon	VT	5733	43.8065	-73.0882	5895	Scientist, marine	1975-07-13	62fd87d1eb8d209dd685e2c15b5475f1	1379188663	44.543869	-72.542911	0
863	1074806	2020-03-22 18:44:11	3573030041201292	fraud_Kuhic, Bins and Pfeffer	shopping_net	1.28	Joanne	Williams	F	3638 Marsh Union	Altonah	UT	84002	40.3207	-110.436	302	Sales professional, IT	1990-01-17	471c2c480e0e617f89c3e32dd3d03bda	1363977851	39.82653	-109.792901	0
864	833920	2019-12-11 22:42:41	38947654498698	fraud_Weber, Thiel and Hammes	kids_pets	93.31	Lori	Rodriguez	F	12087 Michael Light	Creola	OH	45622	39.3543	-82.50299999999999	321	Copywriter, advertising	1979-06-24	d1a994c26eeef7aa990f6019f2234521	1355265761	39.233455	-82.453917	0
865	282597	2020-10-05 01:07:56	4092452671396169678	fraud_Gleason-Macejkovic	shopping_net	9.32	Jeffrey	Vargas	M	478 Alexandria Mount	Bolton	NC	28423	34.3091	-78.3372	2290	Engineer, biomedical	1945-12-07	8a012d0b5b72557b9df7fb85315437b8	1380935276	33.956633000000004	-77.468458	0
866	530083	2019-08-16 15:46:20	6011693194885790	fraud_Bahringer, Osinski and Block	food_dining	6.92	Victoria	Fleming	F	2807 Parker Station Suite 080	Stanchfield	MN	55080	45.6675	-93.2433	2607	Lecturer, further education	1995-12-04	f22d46ef519067d2dd91fd63a966bc95	1345131980	45.712087	-93.769097	0
867	518286	2019-08-11 22:40:19	3502088871723054	fraud_Hettinger, McCullough and Fay	home	43.87	Scott	Martin	M	31472 Cody Place Suite 740	Kensington	MD	20895	39.0298	-77.0793	19054	Operations geologist	1976-09-08	8f2edf78888cf4a9a6bcf7f3551845a6	1344724819	39.625893	-77.059658	0
868	375964	2019-06-22 20:51:02	2283743876903625	fraud_Ankunding-Carroll	travel	9.09	Shannon	Williams	F	9345 Spencer Junctions Suite 183	Alpharetta	GA	30009	34.077	-84.3033	165556	Prison officer	1997-12-27	e5ab1cc1752b108c67c406e60e17c603	1340398262	33.318647	-84.121413	0
869	234978	2019-04-28 13:10:35	3534330126107879	fraud_Brown, Homenick and Lesch	health_fitness	78.49	Jeffrey	Smith	M	713 Scott Pike Apt. 712	Bridger	MT	59014	45.2857	-108.9082	1446	Chartered loss adjuster	1978-01-15	be400064b2993df533a37de64238c3c1	1335618635	45.935696	-108.201114	0
870	78787	2020-07-19 02:03:12	180064817343047	fraud_Kris-Weimann	misc_net	6.99	Patricia	Gonzalez	F	8973 Mark Drive	Stephensport	KY	40170	37.9048	-86.524	344	Chartered public finance accountant	1967-03-30	a7e349048851b6fffc0e6065d7b4c2f3	1374199392	37.083698	-86.815326	0
871	748434	2019-11-16 16:31:59	5540636818935089	fraud_Greenholt Ltd	health_fitness	91.66	Kenneth	Foster	M	329 Michael Extension	Lawrence	MA	1843	42.6911	-71.1605	76383	Geoscientist	1985-04-04	f6e8eb68fd35e28533fde0b535ba6e07	1353083519	41.714911	-71.494747	0
872	810394	2019-12-07 02:48:22	630425673344	fraud_Bernier, Streich and Jewess	grocery_net	62.61	Bryan	Miller	M	411 Laurie Fords	Cass	WV	24927	38.388000000000005	-79.9906	365	Special effects artist	1970-03-14	2097b4e3263c1685a14fa0e322a7125c	1354848502	38.494257	-80.625274	0
873	965565	2020-01-25 06:55:10	3560725013359375	fraud_Prohaska-Murray	gas_transport	61.58	Brooke	Smith	F	63542 Luna Brook Apt. 012	Notrees	TX	79759	31.8599	-102.7413	23	Cytogeneticist	1969-09-15	e417e4d8b71ed7b69c20fcc8b3c06621	1359096910	31.101671000000003	-102.231377	0
874	75255	2019-02-13 20:24:05	4377338765909719	fraud_O'Connell-Ullrich	home	128.09	Nicholas	Mcmahon	M	2123 Jonathan Falls Suite 753	Heiskell	TN	37754	36.115	-84.0438	4729	Geologist, wellsite	1982-04-19	e766b087b649612e5cf5a8929137eff5	1329164645	35.991209000000005	-84.11973499999999	0
875	1123979	2020-04-13 05:27:18	4586260469584	fraud_Pagac LLC	shopping_pos	2.88	Melody	Thompson	F	0362 Anderson Wall	Mound City	MO	64470	40.1362	-95.2138	1631	Architect	1953-01-20	cfdf153bb3b6a05e7cfbb7136b287bb3	1365830838	39.220098	-94.620377	0
876	704775	2019-10-27 21:34:09	180065479077096	fraud_Lynch-Mohr	travel	9.61	Krystal	Gamble	F	47152 Clayton Burg	Manchester	MD	21102	39.6747	-76.8941	11751	Clinical research associate	1964-02-15	6e687ce764831a6049bdb3d7a61742d7	1351373649	39.895702	-77.608974	0
877	186944	2019-04-07 09:02:12	3583635130604947	fraud_Mraz-Herzog	gas_transport	69.61	Crystal	Gamble	F	899 Michele View Suite 960	Philadelphia	PA	19149	40.0369	-75.0664	1526206	Structural engineer	1985-01-01	7fb784b8aedf2dedbd9fe3cc1197f705	1333789332	40.172985	-75.22695999999999	0
878	316236	2019-06-01 18:13:10	3519607465576254	fraud_Prosacco, Kreiger and Kovacek	home	64.17	Audrey	Gonzalez	F	34180 Lopez Plaza	Fields Landing	CA	95537	40.7268	-124.2174	276	Scientist, audiological	1929-05-06	0e7a0e250ba63aa76d47f9176c784be5	1338574390	41.648647	-123.724087	0
879	160220	2020-08-16 18:09:02	3540210836308425	fraud_Kuhn Group	food_dining	61.24	Steven	Yoder	M	94975 David Mews Apt. 316	Summerfield	TX	79085	34.7437	-102.5064	53	Fisheries officer	1992-06-19	3833b4b2c2609f9d9205da36d17c76c0	1376676542	34.798786	-102.371538	0
880	253736	2020-09-22 00:28:12	213174467670432	fraud_Gerlach Inc	shopping_net	9.21	James	Bishop	M	7055 Fernandez Estates Apt. 676	Cecilton	MD	21913	39.4015	-75.8654	663	Podiatrist	1969-01-14	c558b186a20a459895ac085d47eaab52	1379809692	38.741915000000006	-74.974786	0
881	362103	2020-11-08 23:48:13	4710826438164847414	fraud_Bins-Tillman	entertainment	99.6	Juan	Henry	M	9795 Lori Island Suite 346	Turner	MT	59542	48.8328	-108.3961	192	Further education lecturer	1964-01-04	a7ebdac9502dc16c6a7c1ac6588fe1fd	1383954493	49.514913	-108.680775	0
882	69927	2019-02-11 04:56:18	4586810168620942	fraud_Smitham-Schiller	grocery_net	28.27	Michelle	Gregory	F	6983 Carrillo Isle	Edisto Island	SC	29438	32.5486	-80.307	2408	Sales professional, IT	1997-07-05	3544dc5a69e5c0cea287381586e2003a	1328936178	33.240108	-80.17361	0
883	1237827	2020-05-31 17:16:37	6011360759745864	fraud_Kovacek Ltd	travel	7.85	Steven	Williams	M	231 Flores Pass Suite 720	Edinburg	VA	22824	38.8432	-78.6003	6018	Designer, multimedia	1947-08-21	07b7c27e138d85b98ae5084f2cef4621	1370020597	38.113097	-79.23407900000001	0
884	1180170	2020-05-07 22:49:57	6011438889172900	fraud_Kilback, Nitzsche and Leffler	travel	2.03	Allison	Allen	F	40624 Rebecca Spurs	De Witt	AR	72042	34.2853	-91.3336	5161	Electrical engineer	1993-04-08	4478bd87b60e9f5da5ce331e4971fb79	1367966997	35.154771000000004	-91.25933	0
885	1205903	2020-05-19 01:12:48	560881134780	fraud_Bartoletti-Wunsch	gas_transport	102.66	Audrey	Martinez	F	343 Joshua Views	Liberty Mills	IN	46946	41.0356	-85.7358	136	Soil scientist	1953-03-19	8b921d8bb758b1b276ef972b35016a39	1368925968	41.906395	-84.77524100000001	0
886	654297	2019-10-05 23:48:26	3567879740649740	fraud_Hyatt, Russel and Gleichner	health_fitness	27.9	Tanya	Williams	F	566 Megan Well	Brownville	NY	13615	44.0577	-76.0196	1271	Producer, radio	1958-08-14	061dbf551fc4ecae88c41b23bd60f925	1349480906	43.683347	-77.00846899999999	0
887	812079	2019-12-07 12:16:57	4561892980175	fraud_Pollich LLC	home	39.67	Jacqueline	Allen	F	166 Lisa Fords	Greenwood	IN	46143	39.596	-86.1309	78968	Financial adviser	1968-02-10	a3999ca1d2b0f9bedc5a1838011184f0	1354882617	38.624343	-86.50252900000001	0
888	472210	2020-12-13 19:29:37	503874407318	fraud_Jerde-Hermann	travel	1017.65	Andrew	Mcgee	M	4130 Tiffany Glen Apt. 562	San Antonio	TX	78248	29.5894	-98.5201	1595797	Exhibition designer	1975-12-28	a020a1dea2efedc0e56b5542adc8158d	1386962977	28.749303	-97.60114	0
889	230080	2020-09-12 04:13:11	630469040731	fraud_Balistreri-Nader	misc_pos	9.39	Meredith	Ayala	F	7107 Henderson Station	Cascade Locks	OR	97014	45.67100000000001	-121.8686	1288	Barrister	1936-05-01	b7363a96d1469d5e823b1bc3d1048211	1378959191	46.055342	-122.639571	0
890	943039	2020-01-12 00:46:53	6573561108825071	fraud_Kihn-Fritsch	food_dining	121.15	Kristina	Lewis	F	5449 Brandi Heights Apt. 111	Tulsa	OK	74130	36.2395	-95.9596	413574	Bookseller	1968-06-18	7e9c240d0dc01a429870156677c73b97	1357951613	35.524059	-96.622191	0
891	1118361	2020-04-10 18:34:14	4716561796955522	fraud_Reichel LLC	personal_care	53.97	Lauren	Anderson	F	11014 Chad Lake Apt. 573	Heart Butte	MT	59448	48.2777	-112.8456	743	Water engineer	1972-05-04	bf00ca7098592a04aca08bbb7f14a61e	1365618854	49.157493	-113.159647	0
892	1098526	2020-04-01 14:42:55	6534628260579800	fraud_Macejkovic-Lesch	shopping_pos	9.19	Christine	Harris	F	29606 Martinez Views Suite 653	Hinesburg	VT	5461	44.3346	-73.098	4542	Claims inspector/assessor	1998-03-19	971a97b31199314f44711f426a183637	1364827375	44.512716	-74.02946899999999	0
893	7931	2019-01-06 04:04:11	3553629419254918	fraud_Ledner-Pfannerstill	gas_transport	62.0	Sharon	Johnson	F	7202 Jeffrey Mills	Conway	WA	98238	48.34	-122.3456	85	Research officer, political party	1984-09-01	88091bd5b43888cfcc0f68c5a6aa68a8	1325822651	47.746605	-122.671999	0
894	934922	2020-01-06 16:48:49	4642894980163	fraud_Berge-Ullrich	home	14.55	Eddie	Mendez	M	1831 Faith View Suite 653	Clarinda	IA	51632	40.7491	-95.038	7297	IT trainer	1990-07-13	cc95e94ab05f274e68ff993f5b2b0036	1357490929	40.868449	-94.968937	0
895	178387	2020-08-23 06:59:31	377834944388609	fraud_Pouros-Conroy	shopping_pos	3.9	Michael	Jackson	M	539 Underwood Divide	Pea Ridge	AR	72751	36.4539	-94.118	6434	Product designer	1967-08-28	f81bb1101bf8e6f2e0cfab58a706ea4b	1377241171	36.373859	-93.190096	0
896	654360	2019-10-06 00:21:00	60422928733	fraud_Lockman, West and Runte	grocery_pos	98.65	Jeffrey	Powers	M	38352 Parrish Road Apt. 652	North Augusta	SC	29860	33.6028	-81.9748	46944	Secondary school teacher	1942-04-02	3a5eda1467b12abfda858a62b450cade	1349482860	34.365764	-81.323369	0
897	124527	2019-03-10 14:52:39	30561214688470	fraud_Kassulke Inc	entertainment	5.54	Gina	Morrison	F	41851 Victor Drives Suite 219	Allentown	PA	18103	40.5891	-75.4645	166081	Scientist, research (maths)	1998-10-01	c7da0e8b34008a5e84b9a978f81e1260	1331391159	40.424529	-76.173817	0
898	608596	2019-09-15 17:33:27	4640395708703	fraud_Bednar PLC	kids_pets	82.08	Melissa	Krause	F	67632 Martin Gateway	Fordoche	LA	70732	30.6576	-91.6264	1178	Community education officer	1951-06-13	c258fa95fab3274341f3b2dc3e793da3	1347730407	30.508416	-90.857168	0
899	69661	2019-02-11 01:30:01	4761403817546679245	fraud_Conroy-Cruickshank	gas_transport	58.74	Diana	Jacobs	F	69608 Perez Mountain Apt. 006	Viola	AR	72583	36.3924	-91.9932	1679	Psychiatric nurse	1986-05-02	889c8bbba918f4dff181139fa057cfc3	1328923801	36.417415000000005	-92.521952	0
900	894659	2019-12-25 11:46:14	6547670341037171	fraud_Volkman-Predovic	shopping_net	2.73	Bryce	Joseph	M	148 Baker Field	Chester Heights	PA	19017	39.8839	-75.4669	348	Management consultant	1945-05-05	2fefd92f95b8d3923051fc5069b65d8d	1356435974	39.453077	-74.735817	0
901	735589	2019-11-10 15:11:22	3596217206093829	fraud_Schumm, McLaughlin and Carter	food_dining	9.91	Sara	Ramirez	F	23843 Scott Island	Birmingham	IA	52535	40.8626	-91.9534	888	Camera operator	1988-03-25	030b91e0f45015aec9aa59560883be57	1352560282	40.640198	-91.281283	0
902	177268	2019-04-02 15:49:42	3559160581764413	fraud_Shanahan-Lehner	personal_care	76.62	Allen	Bell	M	70147 Amanda Fields	Saint Bonaventure	NY	14778	42.2701	-78.6847	1453	Toxicologist	1974-02-15	2756a4203be0b0f9272cf15d76fb28cd	1333381782	43.014911	-78.342388	0
903	1171986	2020-05-04 11:21:37	371226440126102	fraud_Zemlak Group	misc_net	248.05	Stacy	Lambert	F	85430 Julie Trafficway Suite 792	Mulberry Grove	IL	62262	38.9311	-89.2463	1810	Race relations officer	1974-12-24	94cb4b9e65d95acbaf0a3063328a2fc7	1367666497	39.316594	-89.257579	0
904	932284	2020-01-05 15:22:54	6554245334757802	fraud_Goyette-Herzog	travel	6.94	Monique	Robinson	F	07712 Marcus Divide Apt. 831	Laguna Hills	CA	92637	33.615	-117.7114	45303	Sales executive	1969-12-22	fd4c552813b4e322d42583236a9621f2	1357399374	33.757361	-117.687447	0
905	241080	2020-09-16 03:32:22	3533742182628021	fraud_Bradtke PLC	grocery_pos	45.59	Robert	Haynes	M	857 Aaron Circles Suite 398	Johns Island	SC	29455	32.8357	-79.8217	20478	Materials engineer	1997-06-04	c1ce886dbc54cd7462924e63ed6f8cee	1379302342	32.855234	-80.11986	0
906	1109411	2020-04-06 16:28:48	38052002992326	fraud_Gerlach Inc	shopping_net	1557.18	Anna	Logan	F	3522 Park Wells Suite 528	Cleveland	TX	77327	30.33	-95.0202	34153	Building surveyor	1995-09-11	49acf9453559cbb9daf1f3d14e770f4b	1365265728	31.284308000000003	-95.737882	0
907	1078083	2020-03-23 19:46:05	4585132874641	fraud_Armstrong, Walter and Gottlieb	food_dining	27.16	Karen	Gordon	F	543 Ware Path Apt. 593	Utica	MO	64686	39.7417	-93.6289	271	Land/geomatics surveyor	1972-04-18	825442fa7b106c963556165cc3642824	1364067965	39.440162	-93.512571	0
908	221372	2019-04-22 05:18:26	6011382886333463	fraud_Goyette, Howell and Collier	shopping_pos	5.13	Martin	Duarte	M	6251 Payne Flats Apt. 581	Luzerne	MI	48636	44.6001	-84.2931	864	General practice doctor	1942-05-04	c8f4d81ff7fa942fa06a9da3e2389591	1335071906	44.056401	-84.196903	0
909	251084	2019-05-05 15:32:50	2296006538441789	fraud_Schaefer, Fay and Hilll	entertainment	45.96	Judy	Hogan	F	4970 Michelle Burgs	Brooklyn	NY	11217	40.6816	-73.9798	2504700	Medical sales representative	1999-09-01	0b58df6aabc47965c8fe5ee24af32e72	1336231970	41.511261	-73.764297	0
910	962076	2020-01-22 20:49:19	6534628260579800	fraud_Hudson-Grady	shopping_pos	9.03	Christine	Harris	F	29606 Martinez Views Suite 653	Hinesburg	VT	5461	44.3346	-73.098	4542	Claims inspector/assessor	1998-03-19	9a5f5517a3815baea61facb2e072ee68	1358887759	43.896144	-73.455585	0
911	1220129	2020-05-25 07:50:57	4476840372112	fraud_O'Keefe-Hudson	grocery_pos	56.07	Steven	Walters	M	3206 Hall Divide Suite 282	Woodville	AL	35776	34.6689	-86.2296	3395	Editor, commissioning	1979-01-21	4396db0b731ce588421d4e033be12f09	1369468257	34.14301	-86.197699	0
912	547898	2020-12-29 19:18:59	4952583804639909	fraud_Bednar Inc	travel	3.13	Patricia	Rodriguez	F	386 Randolph Throughway	Warren	OH	44483	41.2639	-80.8164	75903	Magazine features editor	1957-04-05	96cdde68a3c7782e1d4de195c88e4291	1388344739	40.814493	-80.972668	0
913	785657	2019-12-01 09:08:07	375248307838179	fraud_Boyer PLC	shopping_net	2.46	Joshua	Mendoza	M	4215 Miranda Field Suite 326	Tallmansville	WV	26237	38.8564	-80.158	571	Accounting technician	1967-09-16	faf6668b1be330647324115e94598262	1354352887	38.952911	-80.382632	0
914	263408	2020-09-26 21:06:00	639030014711	fraud_Douglas-White	entertainment	93.34	Stephen	Lopez	M	696 Matthew Ford Suite 157	Olmsted	IL	62970	37.1935	-89.0933	639	Mechanical engineer	1982-08-01	7220bc694f74d9654c7a03702012004c	1380229560	37.071194	-89.572124	0
915	1183098	2020-05-09 14:04:19	6538441737335434	fraud_Lubowitz, Terry and Stracke	personal_care	8.98	Gina	Grimes	F	444 Robert Mews	Clarks Mills	PA	16114	41.3851	-80.1752	606	Energy manager	1997-09-22	e9f5b5e2ad9a48cca2cd5cd3750433f0	1368108259	41.300641	-80.96795300000001	0
916	1088078	2020-03-28 17:23:16	4364010865167176	fraud_Runte, Green and Emard	health_fitness	62.99	Gary	Martinez	M	03512 Jackson Ports	Reno	NV	89512	39.5483	-119.7957	276896	Immunologist	1997-03-12	4f14d140edf6d44a5eace32aac37ea4b	1364491396	40.250804	-119.659348	0
917	329694	2019-06-06 09:50:54	30118423745458	fraud_Kiehn-Emmerich	grocery_pos	65.76	Jared	Velazquez	M	01479 Murray Circle	Matawan	NJ	7747	40.4109	-74.238	30770	Drilling engineer	1993-04-29	ce3ee8e47224cd12eca24548caa57346	1338976254	40.225874	-74.650936	0
918	180648	2020-08-23 22:02:19	3589289942931264	fraud_Kuhn LLC	shopping_pos	3.41	Paula	Estrada	F	350 Stacy Glens	Spencer	SD	57374	43.7557	-97.5936	343	Development worker, international aid	1972-03-05	26eceb883496608ce059587935c78fd1	1377295339	44.604838	-96.961959	0
919	115753	2019-03-06 17:09:05	4344955088481397	fraud_Fritsch LLC	travel	514.76	Christopher	Rodgers	M	30587 Fox Shores Apt. 627	Fenelton	PA	16034	40.8555	-79.7372	2054	Communications engineer	1976-09-29	7451731506e3c1f5c8da6cf6cef96ec4	1331053745	40.40071	-80.704826	0
920	1166909	2020-05-02 09:45:48	4935858973307492	fraud_Reilly, Heaney and Cole	gas_transport	70.9	Lance	Wagner	M	6003 Brady Shoal Apt. 449	Irwinton	GA	31042	32.8088	-83.17399999999999	1841	Film/video editor	1975-06-01	11893383c1822fc02e938fd1a1b85d51	1367487948	32.646691	-84.10048499999999	0
921	1256180	2020-06-07 06:13:42	6011934240159560	fraud_Schmidt and Sons	shopping_net	95.69	Joshua	Cohen	M	426 Mark Ports	Brooklin	ME	4616	44.2541	-68.5565	824	Loss adjuster, chartered	1974-11-02	71fbe51c88c3ec945170da25a269537a	1370585622	44.277548	-67.944028	0
922	756794	2019-11-19 17:15:16	6011681934117244	fraud_Hyatt-Blick	travel	7.73	Kaitlyn	Newman	F	098 Stewart Hill	Slayden	TN	37165	36.2835	-87.4581	70	Prison officer	1956-06-22	7e70d8532fcbc29f990ad40f15b75831	1353345316	36.517605	-86.689157	0
923	112417	2020-07-30 12:22:42	371226440126102	fraud_Little, Gutmann and Lynch	shopping_net	1.61	Stacy	Lambert	F	85430 Julie Trafficway Suite 792	Mulberry Grove	IL	62262	38.9311	-89.2463	1810	Race relations officer	1974-12-24	5b52fcf6fd417314a464279a4f5cbf2a	1375186962	38.335801	-88.604721	0
924	628910	2019-09-24 01:52:07	3563837241599446	fraud_Heller, Gutmann and Zieme	grocery_pos	83.51	Timothy	Simmons	M	1049 John Ports Suite 057	Newberg	OR	97132	45.3099	-122.9685	28278	Research scientist (physical sciences)	1977-07-17	7ce6a3132b2b90515c513fb066d2267a	1348451527	46.017146	-122.072495	0
925	713178	2019-10-31 22:12:41	36721445180895	fraud_Connelly-Carter	home	45.95	Cesar	Smith	M	901 Ariel Points	Jefferson	NY	12093	42.4999	-74.6117	1666	Diagnostic radiographer	1968-07-01	64f1db30e46dab73a9d2c1f12086b9b0	1351721561	42.093675	-75.44483699999999	0
926	437218	2020-12-06 06:17:26	3540075240003197	fraud_Shields Inc	grocery_net	28.5	Christian	Johns	M	892 Solis Neck	Lonsdale	MN	55046	44.4477	-93.4252	5211	Chief Strategy Officer	1987-01-27	057aa2cf691ec7fccb8a5c5b2f11f6ff	1386310646	44.45682	-94.281478	0
927	28918	2019-01-17 23:55:56	4149238353975790	fraud_Padberg-Sauer	home	78.62	Tanner	Carroll	M	494 Burke Ports	Cokeburg	PA	15324	40.1008	-80.0652	632	Dealer	1989-04-08	10c34a7672ea5c9def33275ba4e848b4	1326844556	40.828527	-80.215183	0
928	1100688	2020-04-02 20:52:54	2296006538441789	fraud_Bahringer-Streich	food_dining	17.84	Judy	Hogan	F	4970 Michelle Burgs	Brooklyn	NY	11217	40.6816	-73.9798	2504700	Medical sales representative	1999-09-01	ea9482fb92a686dd7b0d1f1785a3f901	1364935974	40.968766	-73.276256	0
929	800273	2019-12-04 09:36:06	2254917871818484	fraud_Rutherford-Mertz	grocery_pos	126.34	Margaret	Gibson	F	382 Williams Stream Suite 197	Scotland	MD	20687	38.0828	-76.3477	313	Insurance underwriter	1976-03-26	a6158426c57b0a268da9cf1cdc97f6ea	1354613766	38.113163	-76.295906	0
930	522759	2020-12-24 16:10:31	4653178848915023204	fraud_Dooley-Thompson	misc_net	41.57	Robert	Hall	M	371 Anthony Trail Suite 354	Glade Spring	VA	24340	36.7779	-81.7676	5657	Clinical psychologist	1987-04-29	5938d2614f1af5739da1ad134221e6bf	1387901431	36.866388	-82.366659	0
931	1251829	2020-06-05 12:23:00	4657269323674365	fraud_Shanahan-Lehner	personal_care	242.69	Alicia	Mitchell	F	125 Kristen Dale	Grand Ridge	FL	32442	30.7148	-85.021	3699	Art gallery manager	1948-09-07	38bd677aea82bef59ec42709793f4e53	1370434980	31.496804	-84.85412099999999	0
932	485249	2019-07-31 10:42:47	6506116513503136	fraud_McCullough LLC	misc_pos	27.43	Kimberly	Rice	F	63991 Destiny Rue Apt. 651	Tyler	TX	75703	32.2768	-95.3031	144160	Sports development officer	1984-05-04	c56d0addf8f5fd70b5512b1f1758355e	1343731367	32.145015	-95.778074	0
933	1032441	2020-03-03 15:47:00	4452366298769043	fraud_Swaniawski, Lowe and Robel	shopping_pos	7.82	Linda	Davis	F	6602 Ortiz Pine Apt. 179	Blooming Grove	TX	76626	32.0758	-96.701	1563	Financial adviser	1978-03-04	2d45dfaacceac5e20ad7dc5a54f3be61	1362325620	32.316291	-97.483991	0
934	863155	2019-12-18 07:36:15	371226440126102	fraud_Smitham-Schiller	grocery_net	29.62	Stacy	Lambert	F	85430 Julie Trafficway Suite 792	Mulberry Grove	IL	62262	38.9311	-89.2463	1810	Race relations officer	1974-12-24	8b4a3f3307f26672d55a7d64b6ac3201	1355816175	37.95548	-89.96145600000001	0
935	83081	2019-02-18 17:13:39	4092452671396169678	fraud_Langosh, Wintheiser and Hyatt	food_dining	18.44	Jeffrey	Vargas	M	478 Alexandria Mount	Bolton	NC	28423	34.3091	-78.3372	2290	Engineer, biomedical	1945-12-07	bdc0a08918a6b77857242633a23133d4	1329585219	35.215353	-79.11079699999999	0
936	986416	2020-02-06 04:25:35	30118423745458	fraud_Berge LLC	gas_transport	76.84	Jared	Velazquez	M	01479 Murray Circle	Matawan	NJ	7747	40.4109	-74.238	30770	Drilling engineer	1993-04-29	f4a6e3f9d170d3cad29d875ca179d727	1360124735	40.486093	-74.779466	0
937	1157087	2020-04-27 16:52:21	4069975342931683	fraud_Fritsch LLC	travel	9.51	Kimberly	Martin	F	1943 Dennis Inlet Suite 145	Hurricane	WV	25526	38.4257	-81.9943	21902	Sub	1980-09-18	1ce573573c9c73a30b2c7dd7beca3a63	1367081541	37.440065	-81.508333	0
938	931732	2020-01-05 09:57:52	346273234529002	fraud_Towne, Walker and Borer	grocery_net	49.64	Donna	Moreno	F	32301 Albert River Suite 364	Ronceverte	WV	24970	37.7418	-80.4626	4575	Statistician	1991-10-22	7421ca9d6d66587be3d30527d6c5d86a	1357379872	37.355177000000005	-79.971552	0
939	1193337	2020-05-13 06:19:54	4538566639857	fraud_Block Group	misc_pos	137.22	Jerry	Kelly	M	3539 Mckenzie Stream	Fairview	NJ	7022	40.817	-74.0	13835	Programmer, multimedia	1967-05-28	b3271356996989a9ad4b5582127adde7	1368425994	40.43028	-73.74298	0
940	108493	2020-07-28 17:27:33	4981132848794	fraud_McDermott, Osinski and Morar	home	99.45	Joseph	Spencer	M	7854 Stephanie Island Suite 788	Holloway	OH	43985	40.0113	-80.9701	128	Child psychotherapist	1946-04-03	bb7deeabd2bd1283de5681d84d61e55f	1375032453	40.099094	-80.543451	0
941	744514	2019-11-14 19:42:12	6538441737335434	fraud_Lynch Ltd	shopping_pos	164.68	Gina	Grimes	F	444 Robert Mews	Clarks Mills	PA	16114	41.3851	-80.1752	606	Energy manager	1997-09-22	7b44c3732648497a1dcaaa3407a0e00d	1352922132	41.108207	-80.30236	0
942	328130	2020-10-25 06:58:41	377113842678100	fraud_Rodriguez Group	gas_transport	73.93	Billy	Gallagher	M	673 Delgado Burg	Greenwich	NJ	8323	39.4055	-75.3209	804	Insurance risk surveyor	1965-03-25	4704b41e1e4d0266509e7f4703b0ed64	1382684321	39.185709	-75.173135	0
943	335724	2019-06-08 16:25:56	30428204673351	fraud_Douglas, Schneider and Turner	shopping_pos	123.86	Greg	Villarreal	M	2851 Foster Shoals	Schaefferstown	PA	17088	40.3087	-76.2963	823	Gaffer	1982-07-02	05bbb90d1dc9e4cb2fb81503043a589e	1339172756	40.674285	-75.798451	0
944	1031039	2020-03-03 03:36:36	3562679455732797	fraud_Gottlieb, Considine and Schultz	shopping_net	336.92	Amanda	Jones	F	7320 Jennifer Forges	Queenstown	MD	21658	39.0026	-76.1424	3862	Maintenance engineer	1962-12-06	cdcb97688cc156434076a8671c17fc8e	1362281796	39.044997	-75.875475	0
945	754063	2019-11-18 13:03:07	3576431665303017	fraud_Streich Ltd	home	142.75	Jessica	Ward	F	72269 Elizabeth Field Apt. 132	Phoenix	AZ	85020	33.5623	-112.0559	1312922	Contractor	1981-10-24	073b59decef0d6ab6ba9d59264e2c2bc	1353243787	34.126714	-112.827045	0
946	68070	2020-07-14 14:10:33	630451534402	fraud_Herzog Ltd	misc_pos	4.77	Rachel	Daniels	F	561 Little Plain Apt. 738	Wetmore	MI	49895	46.3535	-86.6345	765	Immunologist	1972-06-12	0e11ce243a044eca6e8e9d8d0ac33832	1373811033	46.948566	-87.444779	0
947	347451	2020-11-02 11:53:09	4642255475285942	fraud_Friesen-Stamm	gas_transport	72.95	Sabrina	Johnson	F	320 Nicholson Orchard	Thompson	UT	84540	38.9999	-109.615	46	Surveyor, minerals	1987-04-23	1fbbe42911229ba777b3c3fa5f5f5d56	1383393189	38.614115000000005	-110.545548	0
948	274494	2019-05-15 23:34:17	639023984367	fraud_Runolfsdottir, Mueller and Hand	entertainment	15.44	Destiny	Lowe	F	79472 Stevens Trace Apt. 120	Hannawa Falls	NY	13647	44.6087	-74.9732	69	Chief Executive Officer	1991-06-05	e865811aca13cbe54a1493b62e189b48	1337124857	44.422914	-74.426908	0
949	770845	2019-11-25 19:27:03	6011329966782895	fraud_Reichert-Weissnat	travel	4.87	Lauren	Butler	F	030 Seth Divide Suite 355	Tulsa	OK	74131	36.0557	-96.0602	413574	Teacher, special educational needs	1971-09-01	e209d452cdda48d2115d2a0c412c1cb0	1353871623	35.844161	-96.890601	0
950	467545	2020-12-12 20:59:31	2712209726293386	fraud_Leffler-Goldner	personal_care	26.0	Jenna	Brooks	F	50872 Alex Plain Suite 088	Baton Rouge	LA	70808	30.4066	-91.1468	378909	Designer, furniture	1977-02-22	05e191ead871965eccc2a16e70c83a46	1386881971	29.983337	-90.761128	0
951	573510	2019-08-31 21:31:41	6511349151405438	fraud_Haag-Blanda	food_dining	55.57	Robert	Nguyen	M	74835 Garner Point	Ruth	NV	89319	39.3426	-114.8859	450	Interpreter	1946-08-24	ba048e99b5ca6b839a511796b018afc8	1346448701	39.566519	-113.989743	0
952	44516	2020-07-06 15:58:58	6011388901471808	fraud_Pouros, Walker and Spencer	kids_pets	57.37	Jacqueline	Marsh	F	950 Sheryl Spurs	Dunlevy	PA	15432	40.1151	-79.8627	427	Mining engineer	1951-02-05	20424a6a8b0d348a3cba210efb393641	1373126338	39.397753	-80.543391	0
953	183952	2019-04-06 07:25:30	4003989662068504	fraud_Stracke-Lemke	grocery_pos	56.97	Chris	White	M	98897 Bennett Lodge	Bessemer	AL	35022	33.3224	-86.9657	71463	Radio broadcast assistant	1989-02-08	6745eb33bc71f5fd5f515f61caa7d021	1333697130	33.652285	-87.68766600000001	0
954	197292	2020-08-30 00:20:47	30501624614310	fraud_Schmitt Inc	gas_transport	60.33	Amanda	Smith	F	180 Graves Shore	Scotia	SC	29939	32.6786	-81.2455	302	Magazine features editor	1973-05-04	a06c38288e2d7e697c8c3c4ab0a8de81	1377822047	32.272552000000005	-80.355047	0
955	1120848	2020-04-12 01:38:45	4364010865167176	fraud_Friesen-Stamm	gas_transport	41.62	Gary	Martinez	M	03512 Jackson Ports	Reno	NV	89512	39.5483	-119.7957	276896	Immunologist	1997-03-12	b737dfd8d61718e70181828139c244b5	1365730725	39.069389	-118.837767	0
956	16323	2019-01-10 16:35:39	213157767990030	fraud_Schroeder, Hauck and Treutel	entertainment	2.29	Tara	Campbell	F	05050 Rogers Well Apt. 439	Rock Springs	WY	82901	41.606	-109.23	27971	Music therapist	1984-08-01	16605a5dddfa5245ff8d8441e7dd4c83	1326213339	40.718208	-109.248004	0
957	122366	2020-08-03 05:21:30	4926376199189801	fraud_Donnelly PLC	misc_net	2.35	Claire	Davis	F	83685 Matthew Center Suite 870	Cherokee Village	AR	72529	36.3011	-91.5281	4726	Pharmacologist	1977-06-07	9f711fb258f7d868e4431269db0745f8	1375507290	37.056323	-90.894169	0
958	211455	2020-09-03 20:33:04	4716561796955522	fraud_Schimmel-Olson	kids_pets	87.88	Lauren	Anderson	F	11014 Chad Lake Apt. 573	Heart Butte	MT	59448	48.2777	-112.8456	743	Water engineer	1972-05-04	ad4968971937a50a9cc82683d05b881f	1378240384	47.747999	-112.741159	0
959	61315	2020-07-12 18:59:24	3598215285024754	fraud_Goyette-Gerhold	kids_pets	13.12	Ashley	Lopez	F	9333 Valentine Point	Bellmore	NY	11710	40.6729	-73.5365	34496	Librarian, public	1970-10-21	dd4b2e2da1a37d5b64ca4acb0ecde03d	1373655564	40.692307	-72.543412	0
960	34816	2020-07-03 11:31:00	6011388901471808	fraud_Terry-Huel	shopping_net	6.24	Jacqueline	Marsh	F	950 Sheryl Spurs	Dunlevy	PA	15432	40.1151	-79.8627	427	Mining engineer	1951-02-05	f6b2ca36b28d7744e2971f35f280bbea	1372851060	40.980436	-78.90137299999999	0
961	396929	2019-06-30 07:13:54	4149238353975790	fraud_Eichmann-Russel	misc_pos	37.34	Tanner	Carroll	M	494 Burke Ports	Cokeburg	PA	15324	40.1008	-80.0652	632	Dealer	1989-04-08	5ba87ffedbb943408fdf817ac0de6288	1341040434	40.578402	-79.395699	0
962	670072	2019-10-12 23:09:58	38530489946071	fraud_Parker-Kunde	personal_care	4.11	Laura	Johns	F	95835 Garcia Rue	Arcadia	SC	29320	34.9572	-81.9916	530	Animal technologist	1989-05-14	b87ddb2d913e5a56bbb78b07bdee9e6d	1350083398	35.735137	-81.158045	0
963	2496	2019-01-02 02:35:19	38295635583927	fraud_Marks Inc	gas_transport	55.25	Candice	Brown	F	9412 Harris Mews	O Brien	TX	79539	33.3749	-99.8473	178	Warden/ranger	1983-06-14	25474924532b083a57e844455c7bca85	1325471719	33.355028000000004	-100.40374	0
964	282506	2019-05-19 14:35:48	4792627764422477317	fraud_Bernhard-Lesch	food_dining	51.02	Margaret	Mendez	F	7952 Karen Pike	De Soto	KS	66018	38.9462	-94.9714	5760	Chief Executive Officer	1978-10-01	dceeb36006483b241cf21565232f47f0	1337438148	38.151218	-95.103111	0
965	286275	2019-05-20 18:52:21	30030380240193	fraud_Koss, McLaughlin and Mayer	food_dining	54.76	William	Jenkins	M	50614 Kevin Point	Harper	TX	78631	30.2816	-99.241	2395	Pharmacist, community	1993-11-17	1b943f8bd927b8c8c731943500359586	1337539941	31.015822	-99.705841	0
966	1159835	2020-04-28 14:31:02	344709867813900	fraud_Pouros-Conroy	shopping_pos	7.03	Joanna	Hudson	F	2924 Bobby Trafficway	Sebring	FL	33872	27.4703	-81.4872	50835	Environmental consultant	1986-01-30	363d40123e03a4c33ae3fe8ad68f2ea7	1367159462	27.25771	-82.008391	0
967	225320	2019-04-23 22:20:42	3523843138706408	fraud_Weimann-Lockman	kids_pets	141.71	Grace	Williams	F	28812 Charles Mill Apt. 628	Plantersville	AL	36758	32.6176	-86.9475	1412	Drilling engineer	1970-11-20	5927ebb2ec5dd2922409b6e4587bdb34	1335219642	32.255744	-86.941828	0
968	202311	2020-08-31 12:39:31	4292743669224718067	fraud_Waelchi-Wolf	kids_pets	9.96	Michael	Williams	M	35822 Clayton Street Apt. 679	Great Mills	MD	20634	38.2674	-76.4954	5927	Art therapist	1973-06-09	1c856b764e04087928e3a319f14ec0bd	1377952771	39.264485	-75.904945	0
969	484051	2019-07-30 19:32:41	180094608895855	fraud_Crooks and Sons	personal_care	93.67	Tammie	Harper	F	57887 Gutierrez Harbor	Westfir	OR	97492	43.7575	-122.481	597	Forensic psychologist	1961-05-19	e811f47385bdfea78878c306964f7f52	1343676761	43.891668	-122.459561	0
970	244759	2019-05-02 23:26:08	4629451965224809	fraud_O'Connell, Botsford and Hand	home	25.37	Karen	Warren	F	4900 Curtis Gardens Suite 952	Hahira	GA	31632	30.9416	-83.3574	10295	Teacher, special educational needs	1997-12-26	6603c43dab99b4e1d216e6d57212a6dc	1336001168	30.009577	-83.425795	0
971	397509	2019-06-30 11:51:50	375904527651269	fraud_Rutherford-Mertz	grocery_pos	129.91	Ryan	Cook	M	75952 Wilson Course	Roseland	NE	68973	40.4591	-98.5551	463	Nurse, mental health	1948-05-31	9e3c598c846df6154becef79aada8db3	1341057110	40.135567	-99.039947	0
972	1242862	2020-06-01 23:35:48	30238755902988	fraud_Wilkinson PLC	kids_pets	31.49	Danielle	Yu	F	5395 Colon Burgs Suite 037	Thrall	TX	76578	30.592	-97.2893	1766	Press sub	1976-01-02	e7302bdb9654e073621204e8b0b5aeea	1370129748	30.804319	-96.294822	0
973	1010163	2020-02-20 03:40:29	4710826438164847414	fraud_Tillman, Dickinson and Labadie	gas_transport	66.13	Juan	Henry	M	9795 Lori Island Suite 346	Turner	MT	59542	48.8328	-108.3961	192	Further education lecturer	1964-01-04	c081bc267c303a6d687e30b400b811a5	1361331629	48.59854	-108.550686	0
974	408505	2019-07-04 10:11:43	30491348102802	fraud_Gutmann-Upton	misc_pos	3.84	Tommy	Dixon	M	8829 Steele Station	Dresden	KS	67635	39.6094	-100.4112	169	Librarian, public	1953-07-30	b912c266d4d01eeb49883d4028c2ef07	1341396703	40.425145	-100.414634	0
975	137623	2019-03-16 17:17:23	3521417320836166	fraud_Lesch Ltd	shopping_pos	4.61	Angela	Hodges	F	08236 Kim Hill	Indianapolis	IN	46254	39.849	-86.272	910148	Firefighter	1975-11-30	caccac806d0bf1649a47d0bc3f0804b4	1331918243	40.385692	-85.950475	0
976	466919	2019-07-25 01:55:53	377264520876399	fraud_Moen, Reinger and Murphy	grocery_pos	77.13	Kara	Miles	F	2076 Thomas Roads Suite 970	Cassatt	SC	29032	34.3424	-80.5	4424	Lawyer	1961-07-31	4073c806f03dac6d9b489fbf829e2ff6	1343181353	34.450427000000005	-80.451667	0
977	10716	2019-01-07 12:47:40	371284100299909	fraud_Bashirian Group	shopping_net	5.56	Hannah	Thomas	F	1004 Willis Pass	Hedley	TX	79237	34.8698	-100.6806	513	Early years teacher	1976-05-24	7481c91d252816d3e343e6b9772b72aa	1325940460	35.228727	-101.595778	0
978	1016338	2020-02-23 16:00:54	3551217896304745	fraud_Pagac LLC	shopping_pos	274.36	Sara	Harris	F	597 Jenny Ford Apt. 543	Tupper Lake	NY	12986	44.232	-74.4905	6120	Chartered loss adjuster	1976-10-09	6408d8ed6c4e1fe9961b3e48f2831e54	1361635254	43.994715	-74.301671	0
979	376199	2020-11-15 07:44:54	4045036286570100739	fraud_Reynolds-Schinner	misc_pos	374.53	Bianca	Scott	F	9588 Cox Rapid Apt. 257	Atglen	PA	19310	39.9458	-75.9703	3066	Product manager	1928-07-15	dd13681dd483573cc4dcdb4852e7ccbe	1384501494	39.584577	-76.58795	0
980	346699	2020-11-02 04:20:14	6011393492413821	fraud_Jast and Sons	food_dining	107.9	Natalie	Watson	F	386 James Roads Apt. 233	Los Angeles	CA	90014	34.0443	-118.2509	2383912	Journalist, newspaper	1959-05-30	f8365cd6ab638de07c1199ff2b5c2b83	1383366014	33.829063	-118.051847	0
981	830086	2019-12-10 19:06:54	180048185037117	fraud_Rippin-VonRueden	health_fitness	136.17	Mary	Wall	F	2481 Mills Lock	Plainfield	NJ	7060	40.6152	-74.415	71485	Leisure centre manager	1974-07-19	7e3e10b07f692b1794009252f61cb1c0	1355166414	39.713193	-74.841753	0
982	240871	2020-09-15 23:55:24	676245600876	fraud_Ruecker-Mayert	kids_pets	72.36	Ashley	Blanchard	F	292 Lowe Dam Suite 858	West Palm Beach	FL	33417	26.7197	-80.1248	459921	Historic buildings inspector/conservation officer	1960-06-14	e0f4033bb9386a261b515b7eadaa5150	1379289324	25.952634	-80.218175	0
983	1150267	2020-04-24 20:43:19	3583635130604947	fraud_Medhurst PLC	shopping_net	209.69	Crystal	Gamble	F	899 Michele View Suite 960	Philadelphia	PA	19149	40.0369	-75.0664	1526206	Structural engineer	1985-01-01	3ce3ed8bce28935fbda5f8cc48b535bd	1366836199	39.915968	-75.682312	0
984	747772	2019-11-16 11:10:24	3519607465576254	fraud_McDermott-Weimann	grocery_pos	124.77	Audrey	Gonzalez	F	34180 Lopez Plaza	Fields Landing	CA	95537	40.7268	-124.2174	276	Scientist, audiological	1929-05-06	7886564227546f5ce537a8701d56b0af	1353064224	41.527879	-124.096185	0
985	115653	2019-03-06 15:43:46	4400011257587661852	fraud_Dickinson Ltd	misc_pos	50.94	Marissa	Powell	F	474 Allen Haven	North Loup	NE	68859	41.4972	-98.7858	509	Nurse, children's	1980-09-15	1ae2df525432f477dc25ee630df0ddbd	1331048626	41.562891	-99.692257	0
986	520783	2019-08-12 15:38:29	4873783502705038	fraud_Brown Inc	kids_pets	31.32	Elizabeth	Maxwell	F	194 Goodman Fall Apt. 569	Burlington	WA	98233	48.4786	-122.3345	14871	Public house manager	1974-03-10	1e48effe31517392652ed590683a90d6	1344785909	47.842104	-122.543424	0
987	91989	2020-07-23 03:18:20	376445266762684	fraud_Kling Inc	gas_transport	69.29	Rachel	Lowe	F	372 Jeffrey Course	Sutherland	NE	69165	41.1558	-101.136	1789	Insurance broker	1982-02-11	adf292fbfd0d6d3e61f84e0773f52285	1374549500	41.119966	-101.435064	0
988	421648	2019-07-08 13:48:52	5596347693144598	fraud_Yost-Rogahn	personal_care	25.57	Joseph	Moody	M	5901 Foster Pine	Kenner	LA	70062	29.9912	-90.2479	68211	Engineer, petroleum	1941-04-23	168e932fed561b9186296622bab52cdf	1341755332	29.451641	-89.60968000000001	0
989	510834	2019-08-09 21:28:14	6011366578560244	fraud_Parker, Nolan and Trantow	entertainment	211.86	Adam	Stark	M	0912 Mark Fields Apt. 080	Mc Veytown	PA	17051	40.5046	-77.7186	4653	Nutritional therapist	1997-07-01	29bcf61ab388ecf48bd5820a269fd810	1344547694	41.117554	-78.668718	0
990	271559	2020-09-29 16:34:02	3541554378551366	fraud_Swift PLC	kids_pets	46.32	Brianna	Wilson	F	257 Victor Stravenue	Hampton	VA	23666	37.0462	-76.4096	136895	Accounting technician	1939-09-19	c9a28edb1ed11ae255ca2032140431b8	1380472442	37.035614	-76.433988	0
991	4160	2020-06-22 14:42:22	676369110710	fraud_Reichert, Huels and Hoppe	shopping_net	8.29	David	Wolfe	M	81261 Garcia Underpass Suite 741	Southfield	MI	48034	42.4969	-83.2911	75830	Engineer, automotive	1974-12-28	4e5a4843f7cdb4278a9e6f177f358293	1371912142	43.219714	-83.016661	0
992	441353	2020-12-06 23:26:31	4328928491302401	fraud_Predovic Inc	shopping_net	7.17	Margaret	Ray	F	927 Cummings Manor Suite 318	Greendale	WI	53129	42.9373	-87.9943	13973	Logistics and distribution manager	1981-05-06	60b7a98c30c6fc684bcfc5a46c3bce9c	1386372391	43.511897	-88.057875	0
993	343477	2020-10-31 23:06:19	4716561796955522	fraud_Predovic Inc	shopping_net	3.02	Lauren	Anderson	F	11014 Chad Lake Apt. 573	Heart Butte	MT	59448	48.2777	-112.8456	743	Water engineer	1972-05-04	c1c2c97712d9f204246ab0fc9330c59e	1383260779	47.692105	-113.60637	0
994	106089	2019-03-02 18:16:03	5540636818935089	fraud_Gulgowski LLC	home	50.09	Kenneth	Foster	M	329 Michael Extension	Lawrence	MA	1843	42.6911	-71.1605	76383	Geoscientist	1985-04-04	b52408818dea5db36f4e831218383149	1330712163	41.751122	-70.534754	0
995	332670	2019-06-07 15:05:38	4424338559877976	fraud_Ruecker-Mayert	kids_pets	10.54	Denise	Barnett	F	23220 Eaton Harbors	Kirby	OH	43330	40.813	-83.4196	118	Private music teacher	1957-11-12	4f847b7ff8d07ce11df2b3622ad18945	1339081538	41.742403	-83.88190999999999	0
996	551823	2019-08-24 10:16:09	376262134119629	fraud_Schulist Ltd	food_dining	115.2	Christopher	Carr	M	62931 Ralph Court	Lakeland	FL	33813	27.9611	-81.9398	237282	Radiographer, therapeutic	1961-09-28	b89eee5e0593a5039332586dc1ed3af0	1345803369	27.830753	-81.822979	0
997	911188	2019-12-29 07:58:42	4623560839669	fraud_Dooley Inc	shopping_pos	9.06	Vincent	Waller	M	9379 Vanessa Run Apt. 400	Lohrville	IA	51453	42.2619	-94.5566	695	Administrator	1954-07-15	d106abcf8b4c7dbfe612bb485b23ef97	1356767922	42.089305	-94.380362	0
998	352414	2020-11-03 23:13:05	571314334723	fraud_Waelchi Inc	kids_pets	4.25	Lori	Mclean	F	4548 Werner Wells Apt. 441	Mc Clellandtown	PA	15458	39.8882	-79.8694	2379	Sales professional, IT	1971-01-19	af255e5666fafdc24d282f10fd83bc32	1383520385	39.975134	-79.00637900000001	0
999	150106	2020-08-12 09:47:18	4777065439639721	fraud_Kuhn LLC	misc_net	88.89	Peter	Caldwell	M	08966 Beltran Route Suite 905	Oaks	PA	19456	40.1334	-75.4536	737	Oceanographer	1987-04-24	04bc2ebff8c06fb992236a6d8426499a	1376300838	40.444316	-74.898142	0
1000	324178	2020-10-23 06:08:59	2719496466799416	fraud_Heaney-Marquardt	entertainment	1.58	Sheila	Baker	F	8030 Walker Heights	Belle Fourche	SD	57717	44.6723	-103.8396	8007	Hospital pharmacist	1940-09-17	fbce0fa9ea2e5f983c12c04fbac2c11d	1382508539	45.1872	-103.995311	0
1001	197339	2020-08-30 00:49:08	675961917837	fraud_Volkman Ltd	misc_net	2.74	Christopher	Cummings	M	478 George Course Apt. 056	Sprague	NE	68438	40.6267	-96.7456	142	Chiropodist	1967-08-24	90365ec7ed616e54c0aef3c65fbdf4f6	1377823748	40.364062	-97.610958	0
1002	395929	2019-06-29 23:39:38	4560004149983868183	fraud_Zboncak, Rowe and Murazik	shopping_net	375.46	Stacy	Villegas	F	20581 Pena Walks	Colorado Springs	CO	80951	38.8881	-104.6556	525713	Museum/gallery exhibitions officer	1992-05-09	5214e3c016a58909e3e48e33c3be8f1c	1341013178	39.177314	-103.700025	0
1003	801436	2019-12-04 17:30:09	36078114201167	fraud_Gulgowski LLC	home	16.87	Christopher	Horn	M	956 Sanchez Highway	Mallie	KY	41836	37.2692	-82.9161	798	Facilities manager	1926-06-26	9ac0bf772f68299113416260a886f89c	1354642209	38.096185	-82.87180500000001	0
1004	430042	2019-07-12 02:08:28	374497717543058	fraud_Marks Inc	gas_transport	69.06	Linda	Hurst	F	31701 Tucker Square Suite 893	Wilton	ND	58579	47.1709	-100.7944	1190	Designer, ceramics/pottery	1948-06-30	c7692acb6d2ad1b400a998da9e698197	1342058908	46.304608	-100.558803	0
1005	552569	2019-08-24 15:04:44	3560697798177746	fraud_Abbott-Steuber	personal_care	217.95	Matthew	Young	M	8840 Miller Port Suite 645	Indian Wells	CA	92210	33.7163	-116.3381	4677	Learning mentor	1955-05-06	ef9e9f745f1013e0c83da718d4c519b7	1345820684	33.324683	-116.87751000000002	0
1006	1019535	2020-02-24 23:09:29	3500969075198072	fraud_McGlynn-Jaskolski	misc_pos	136.66	Kenneth	Sanchez	M	0110 Ashley Forest	Tekoa	WA	99033	47.2271	-117.0819	895	Clothing/textile technologist	1999-05-31	32aee7ed6930943a50ee026d5ce224bd	1361747369	46.908798	-117.388549	0
1007	547337	2019-08-22 15:17:01	213161231269724	fraud_Gerhold LLC	home	137.71	Alyssa	Morgan	F	622 Robin Run Suite 764	Gadsden	AL	35901	34.048	-85.9246	67082	Physiological scientist	1963-02-09	5e1f7f69c9a1d44db23b0df52376563d	1345648621	33.361667	-85.285955	0
1008	905278	2019-12-28 06:58:50	3567879740649740	fraud_Kassulke PLC	shopping_net	31.27	Tanya	Williams	F	566 Megan Well	Brownville	NY	13615	44.0577	-76.0196	1271	Producer, radio	1958-08-14	7826ca88665ddba89d7c0fbc3a73eca9	1356677930	43.889384	-76.691845	0
1009	1100485	2020-04-02 18:22:27	4104312520615374	fraud_Kutch-Wilderman	home	28.58	Brooke	Rodriguez	F	901 Todd Gardens Apt. 466	Mountain Center	CA	92561	33.6401	-116.5567	1661	Therapist, music	1988-09-19	414613091fe0fc7d74a6e629c1b2871f	1364926947	32.783512	-116.411181	0
1010	110595	2019-03-04 05:56:04	4658117080136	fraud_Reilly, Heaney and Cole	gas_transport	79.49	Dwayne	Martinez	M	490 Baldwin Alley Apt. 468	Crownpoint	NM	87313	35.7206	-108.0271	5662	IT consultant	1989-04-08	b32f38e61eedc6a78387bf16d448d4bd	1330840564	36.51966	-108.712564	0
1011	101608	2019-02-28 15:55:00	4586810168620942	fraud_Monahan, Hermann and Johns	travel	8.04	Michelle	Gregory	F	6983 Carrillo Isle	Edisto Island	SC	29438	32.5486	-80.307	2408	Sales professional, IT	1997-07-05	bfa95ee38a36ed8a2d68ec63dfa79e03	1330530900	32.817646	-80.385036	0
1012	370002	2020-11-11 21:28:29	4400011257587661852	fraud_Kozey-Kuhlman	personal_care	123.39	Marissa	Powell	F	474 Allen Haven	North Loup	NE	68859	41.4972	-98.7858	509	Nurse, children's	1980-09-15	a17076b8858cbb4b2ebd74c7e6743472	1384205309	40.941721	-97.976897	0
1013	152369	2019-03-23 08:27:59	4599735407877245080	fraud_Koepp-Parker	grocery_pos	57.81	Mary	Myers	F	39787 Pamela Fall Suite 639	Tiptonville	TN	38079	36.3846	-89.4649	5577	Geochemist	1964-12-30	7c4601c53510418a79a41773861ef3f5	1332491279	35.981499	-89.621189	0
1014	618162	2019-09-20 04:37:10	4536996888716062123	fraud_Kovacek, Dibbert and Ondricka	grocery_pos	57.63	Nathan	Mendoza	M	767 Adam Mill Apt. 115	Espanola	NM	87533	35.9866	-106.0654	18408	Historic buildings inspector/conservation officer	1972-07-18	6a5461c7803bd810d9d7320c75483957	1348115830	36.409844	-105.244071	0
1015	331006	2019-06-06 21:06:52	213157767990030	fraud_Wilkinson Ltd	entertainment	52.66	Tara	Campbell	F	05050 Rogers Well Apt. 439	Rock Springs	WY	82901	41.606	-109.23	27971	Music therapist	1984-08-01	c81e36c991c88216f518fe7f119b9ead	1339016812	41.343303000000006	-109.364505	0
1016	407784	2019-07-04 01:21:51	371284100299909	fraud_Schmitt Inc	gas_transport	51.59	Hannah	Thomas	F	1004 Willis Pass	Hedley	TX	79237	34.8698	-100.6806	513	Early years teacher	1976-05-24	4804f6c207a9308a601fd961febe435d	1341364911	35.693937	-101.139116	0
1017	290466	2020-10-08 04:21:21	4661996144291811856	fraud_Miller-Harris	misc_net	9.7	Linda	Park	F	24607 Charles Mountains	Fenelton	PA	16034	40.8555	-79.7372	2054	Operations geologist	1963-08-04	c7cbf5298ebc32b87c5a212b648b57f9	1381206081	41.224767	-78.833618	0
1018	998376	2020-02-13 06:48:39	6524376634971418	fraud_Kuhn LLC	shopping_pos	6.63	Jasmine	Foster	F	954 White Alley Apt. 251	Phil Campbell	AL	35581	34.347	-87.7154	5778	Engineer, aeronautical	1952-12-05	f40405f65ae1ae58100cbf3fa4769721	1360738119	34.543785	-87.00139399999999	0
1019	1159551	2020-04-28 12:45:51	3526826139003047	fraud_Ledner, Hartmann and Feest	health_fitness	28.74	Nathan	Massey	M	5783 Evan Roads Apt. 465	Falmouth	MI	49632	44.2529	-85.01700000000001	1126	Furniture designer	1955-07-06	d537d5ea2a31e1d8f1be1c76e5449ad4	1367153151	44.246597	-84.576775	0
1020	83544	2020-07-20 12:06:59	2720433095629877	fraud_Jast Ltd	shopping_net	9.25	Mark	Wood	M	854 Walker Dale Suite 488	Bowdoin	ME	4287	44.0575	-69.9656	3224	Engineer, electronics	1997-08-22	40f5d2330a240c8e9aba64b5de08a7f0	1374322019	44.997605	-69.755889	0
1021	335551	2019-06-08 15:27:58	4873783502705038	fraud_Jacobi and Sons	shopping_pos	22.18	Elizabeth	Maxwell	F	194 Goodman Fall Apt. 569	Burlington	WA	98233	48.4786	-122.3345	14871	Public house manager	1974-03-10	dca69e25cd943b4e88bf96c07b52f01f	1339169278	48.132964	-121.681513	0
1022	745984	2019-11-15 15:32:53	2703186189652095	fraud_Gulgowski LLC	home	199.89	Jennifer	Banks	F	561 Perry Cove	Moravian Falls	NC	28654	36.0788	-81.1781	3495	Psychologist, counselling	1988-03-09	74fa01d6a75b00af11c0a79e4016245e	1352993573	36.086425	-80.634277	0
1023	658269	2019-10-07 07:47:59	36078114201167	fraud_Mohr Inc	shopping_pos	43.17	Christopher	Horn	M	956 Sanchez Highway	Mallie	KY	41836	37.2692	-82.9161	798	Facilities manager	1926-06-26	45138b212444474fa6ee14672232b043	1349596079	36.964955	-83.895449	0
1024	346844	2020-11-02 05:44:35	4839615922685395	fraud_Effertz LLC	entertainment	3.39	Phillip	Robertson	M	85344 Smith Gateway Apt. 280	Harrodsburg	IN	47434	39.013000000000005	-86.5457	76	Social researcher	1955-05-06	07e5173e466b543859a0c426ebe48e76	1383371075	39.115189	-86.941937	0
1025	224135	2019-04-23 02:38:05	30175986190993	fraud_Morissette, Weber and Wiegand	grocery_net	69.84	Rebecca	Butler	F	0665 Lisa Alley	Winger	MN	56592	47.5375	-95.9941	516	Applications developer	1966-06-07	540e058808f7b2b2f3be70e082baba13	1335148685	46.641182	-96.086065	0
1026	609363	2019-09-15 22:08:37	676372984911	fraud_Torp-Lemke	misc_pos	86.08	Vicki	Mendoza	F	3645 Atkins Island Apt. 238	Esbon	KS	66941	39.7562	-98.4462	242	Tourism officer	1987-07-18	4996b38a4833bd4ca15055ea6b20381a	1347746917	39.102678	-97.707018	0
1027	1155214	2020-04-27 01:28:24	6597248210463122	fraud_Yost, Block and Koepp	misc_pos	798.46	Kyle	Wright	M	610 Samantha Park Suite 149	Whittemore	IA	50598	43.0261	-94.4064	912	Optometrist	1968-05-16	91c866fef42df71bf03d9a39fd63c0bf	1367026104	42.043953	-94.353418	0
1028	276513	2019-05-17 02:12:12	374656033243756	fraud_Wuckert-Walter	grocery_net	36.03	David	Lewis	M	1499 Michael Rue	Arlington	VA	22213	38.8954	-77.1633	207410	Mudlogger	1984-07-03	c3311e8bf4983f4c4a2ae8dcd57d7ece	1337220732	38.449926	-77.68575799999999	0
1029	131254	2019-03-13 13:45:17	30153452207526	fraud_Kessler Inc	travel	7.68	Robin	Smith	F	0537 Margaret Common Suite 526	Coleman	TX	76834	31.8287	-99.427	5908	Radio producer	1962-04-05	ef0ab3e5db8c47f8b07d0c7680e02444	1331646317	31.588052	-99.554177	0
1030	1090946	2020-03-29 20:43:11	4836998673805450	fraud_Cummerata-Hilpert	entertainment	130.49	Susan	Hardy	F	516 Brown Parks	Manistique	MI	49854	46.0062	-86.2555	6469	Trade mark attorney	1979-04-12	856388d89e7cbe2df327ef6e0e11d9bb	1364589791	46.025578	-85.362612	0
1031	1106112	2020-04-05 15:01:51	30273037698427	fraud_Klocko LLC	misc_net	179.54	Andrew	Patterson	M	06959 Stephen Branch Suite 246	Thida	AR	72165	35.5762	-91.4539	111	Careers information officer	2000-06-13	175d202fe3b7dc211f97ff92448d549f	1365174111	35.451056	-92.191114	0
1032	234185	2019-04-28 06:14:54	4777065439639721	fraud_Schmitt Inc	gas_transport	61.31	Peter	Caldwell	M	08966 Beltran Route Suite 905	Oaks	PA	19456	40.1334	-75.4536	737	Oceanographer	1987-04-24	e1623617063b80d5c6909d752bedc0f4	1335593694	39.807077	-75.731849	0
1033	427655	2020-12-03 18:09:59	4792627764422477317	fraud_Turner and Sons	shopping_pos	12.51	Margaret	Mendez	F	7952 Karen Pike	De Soto	KS	66018	38.9462	-94.9714	5760	Chief Executive Officer	1978-10-01	619d0683316e82e2eae0950a1facd306	1386094199	39.090638	-95.180377	0
1034	504476	2019-08-07 00:49:50	4855488158131690372	fraud_Schamberger-O'Keefe	grocery_pos	91.48	Jeremy	Roberson	M	25887 Martin Inlet	Graniteville	VT	5654	44.1554	-72.4847	970	Agricultural consultant	1993-09-29	8afb4ba6c9c456b4105e78970d0b82b6	1344300590	44.451037	-72.0229	0
1035	725177	2019-11-05 16:26:19	4092452671396169678	fraud_Berge-Hills	kids_pets	24.99	Jeffrey	Vargas	M	478 Alexandria Mount	Bolton	NC	28423	34.3091	-78.3372	2290	Engineer, biomedical	1945-12-07	b7b54ed4ce1c2b474c653dac742e950c	1352132779	33.747437	-78.636664	0
1036	236078	2019-04-28 20:15:19	30153452207526	fraud_Erdman-Ebert	personal_care	9.23	Robin	Smith	F	0537 Margaret Common Suite 526	Coleman	TX	76834	31.8287	-99.427	5908	Radio producer	1962-04-05	d662890e8c6d68eba47452e26d932a7d	1335644119	31.320625	-99.007536	0
1037	572126	2019-08-31 13:15:45	4302480582202074	fraud_Barton LLC	kids_pets	53.41	David	Rodriguez	M	821 Solis Points	Muskegon	MI	49440	43.2326	-86.2492	128715	Historic buildings inspector/conservation officer	1995-05-25	352a4c1b4d07dda8f85d14e411644cd3	1346418945	43.600184000000006	-85.484886	0
1038	96855	2020-07-25 08:41:30	4862293128558	fraud_Kuhic LLC	shopping_net	93.72	Elizabeth	Payne	F	897 Daugherty Mission	Grassflat	PA	16839	41.0036	-78.1104	489	Pension scheme manager	1956-09-15	f82a7f9e6300a0a2eaf5f75d2f202fd1	1374741690	41.441823	-77.46510699999999	0
1039	180645	2020-08-23 22:01:14	60423098130	fraud_Frami Group	entertainment	55.52	Jason	Gray	M	875 Amy Point	Amorita	OK	73719	36.9412	-98.2458	83	Barrister's clerk	1958-07-28	afcfa3112d9d00c586131065be7f006b	1377295274	36.064718	-97.67224	0
1040	218420	2020-09-07 01:33:23	4951647200979051	fraud_Berge LLC	gas_transport	52.23	Kimberly	Miller	F	75533 Tamara Valleys	Logan	IL	62856	37.9943	-88.9417	324	Scientist, research (physical sciences)	1976-06-15	be59d64e05f7fbe5d632f0fa9753ae64	1378517603	37.473312	-89.688726	0
1041	533277	2019-08-17 16:52:34	581686439828	fraud_Kirlin and Sons	personal_care	8.09	Larry	House	M	911 Sabrina Trafficway	Cochranton	PA	16314	41.5205	-80.0573	5507	Retail merchandiser	1973-07-28	af517e20cdaa8cbe94998f22c876c78d	1345222354	40.911576	-80.64129100000001	0
1042	116400	2020-08-01 06:45:39	4079773899158	fraud_Kling Inc	gas_transport	65.91	Eric	Preston	M	7020 Doyle Stream Apt. 951	Mesa	ID	83643	44.6255	-116.4493	129	Cartographer	1965-12-15	a04fbfe371e2ac34118f14f3382c4fdf	1375339539	44.724459	-116.066426	0
1043	520627	2019-08-12 14:48:47	630451534402	fraud_Kris-Kertzmann	travel	3.75	Rachel	Daniels	F	561 Little Plain Apt. 738	Wetmore	MI	49895	46.3535	-86.6345	765	Immunologist	1972-06-12	1c03904dbf9f17d61e947a2ee3f0db5d	1344782927	47.031664	-85.953738	0
1044	387674	2020-11-20 00:00:33	501899453424	fraud_Johns-Hoeger	entertainment	94.6	Jessica	Dominguez	F	06393 Nancy Parkways Suite 855	Gadsden	AL	35903	33.9845	-85.9077	67082	Ceramics designer	1970-01-08	81e1f0c8d8b9209276a5fd5aa6de5ce9	1384905633	33.994603999999995	-85.63619200000001	0
1045	72562	2020-07-16 09:55:28	676298633337	fraud_Kutch and Sons	grocery_pos	129.0	Jessica	Werner	F	4529 Cannon Alley	Center Point	WV	26339	39.4125	-80.6352	255	Chief Executive Officer	1971-12-10	8e5888f7c0f55d3618ef81664bb8b130	1373968528	39.015095	-80.942006	0
1046	1033896	2020-03-04 02:58:52	4079773899158	fraud_Okuneva, Schneider and Rau	shopping_pos	9.79	Eric	Preston	M	7020 Doyle Stream Apt. 951	Mesa	ID	83643	44.6255	-116.4493	129	Cartographer	1965-12-15	a9f5980adf43f569413b9223cb559922	1362365932	44.221342	-116.789189	0
1047	331413	2019-06-07 00:36:22	378858024506425	fraud_Lind-Buckridge	entertainment	22.31	Debra	Eaton	F	72743 Brian Run	Paradise Valley	AZ	85253	33.5494	-111.9565	17047	Building surveyor	1935-01-29	b8dfea38ab7a65cda505d62041a290a0	1339029382	32.905977	-111.005077	0
1048	282473	2019-05-19 14:22:03	3533177016567295	fraud_Haag-Blanda	food_dining	82.31	Derek	Bentley	M	782 Lee Crossing Apt. 209	Weeping Water	NE	68463	40.8731	-96.1528	1517	Dealer	1951-11-08	f11e67616ccefea52e230e6c1772ff37	1337437323	41.241025	-95.438905	0
1049	428927	2019-07-11 15:34:56	2264937662466770	fraud_Gleason and Sons	kids_pets	3.45	Juan	Sherman	M	5939 Garcia Forges Suite 297	San Antonio	TX	78214	29.3641	-98.4924	1595797	Land	1995-10-17	c1c8ac5ce9939e96743b7064f509b393	1342020896	30.136873	-98.382809	0
1050	66145	2019-02-09 00:59:23	4476840372112	fraud_Murray Ltd	grocery_net	20.98	Steven	Walters	M	3206 Hall Divide Suite 282	Woodville	AL	35776	34.6689	-86.2296	3395	Editor, commissioning	1979-01-21	892e020133e0473d44a8a74483bfe09f	1328749163	33.691541	-85.939312	0
1051	515976	2019-08-11 11:17:49	630484879808	fraud_Wiegand-Lowe	grocery_net	50.39	Ian	Patton	M	8088 Sherman Radial Suite 689	Helm	CA	93627	36.4992	-120.0936	123	Early years teacher	1973-02-07	fea096bfaad136b1296e9be4deeeeb57	1344683869	36.282512	-120.597699	0
1052	68109	2019-02-10 08:25:25	5127412150261034	fraud_Huels-Hahn	gas_transport	75.0	David	Campbell	M	2989 Murray Inlet	Washington	DC	20017	38.9367	-76.994	601723	Psychotherapist, child	1991-02-04	47faf3edf33cbf3b6390219f4a45ca0b	1328862325	38.646651	-76.771508	0
1053	1285194	2020-06-16 15:58:17	3529597810116815	fraud_Lesch Ltd	shopping_pos	8.51	Pamela	Curtis	F	8969 Fuentes Station Apt. 291	Mill Creek	PA	17060	40.4679	-77.8967	1334	Archaeologist	1986-12-17	235608a5b0ab17d2ea4f132870baf468	1371398297	41.144173	-76.942805	0
1054	264149	2019-05-11 16:29:15	3583635130604947	fraud_Mayert Group	shopping_pos	164.41	Crystal	Gamble	F	899 Michele View Suite 960	Philadelphia	PA	19149	40.0369	-75.0664	1526206	Structural engineer	1985-01-01	3baba780ac350fd1f6850f603b3747f7	1336753755	39.621368	-75.13565600000001	0
1055	441174	2019-07-15 13:31:23	6011231546538393	fraud_Parker-Kunde	personal_care	8.35	Johnny	Bennett	M	321 Camacho Causeway	Boonton	NJ	7005	40.9115	-74.414	15269	Psychologist, sport and exercise	1993-07-05	856d28a53132c0cf66f3b6d68bd753fc	1342359083	41.217467	-73.615913	0
1056	804511	2019-12-05 14:37:05	4742883543039288059	fraud_Schumm PLC	health_fitness	8.93	Cassandra	Sanders	F	78117 George Mountains	Paauilo	HI	96776	20.0271	-155.3697	1490	Scientist, research (maths)	1991-04-13	616128eec40cfc5fc7af0640391d2c78	1354718225	20.210367	-155.179908	0
1057	111025	2019-03-04 10:27:08	2291163933867244	fraud_Friesen Inc	shopping_pos	41.4	Jeff	Elliott	M	351 Darlene Green	Columbia	SC	29209	33.9659	-80.9355	333497	Mechanical engineer	1968-03-19	fe50dda673d46b7dc050fe55d9b0d9a0	1330856828	33.320577	-81.782912	0
1058	250858	2019-05-05 14:06:26	346243940647414	fraud_Kerluke-Abshire	shopping_net	6.2	Sean	Miller	M	6340 Jeffrey Dale	Thornville	OH	43076	39.8974	-82.4071	9051	Audiological scientist	1983-01-08	1121d7678b2c13982fd51baf411eb2e2	1336226786	39.918690000000005	-81.526627	0
1059	1062202	2020-03-16 20:30:41	4302480582202074	fraud_Kuphal-Toy	food_dining	9.71	David	Rodriguez	M	821 Solis Points	Muskegon	MI	49440	43.2326	-86.2492	128715	Historic buildings inspector/conservation officer	1995-05-25	6177dc569f9bc705d18ddfe8b527828f	1363465841	42.893474	-86.143551	0
1060	244411	2020-09-18 06:11:37	4469777115158234880	fraud_Zieme, Bode and Dooley	gas_transport	85.03	Gregory	Graham	M	4005 Dana Glens	Methuen	MA	1844	42.728	-71.181	47249	Market researcher	1980-11-22	0f2808862c8dd8114c8cc804eaf9747a	1379484697	41.829582	-72.133873	0
1061	1242204	2020-06-01 20:09:06	213102873001603	fraud_Greenholt Ltd	health_fitness	21.08	Joanne	Padilla	F	477 Alejandro Knolls Suite 828	Gardiner	OR	97441	43.7857	-124.1437	260	Engineer, maintenance	1956-09-01	30a6cb8f51c47a5c3889342bd7a84de7	1370117346	43.300962	-123.171106	0
1062	1081866	2020-03-24 23:23:59	4102003771126577611	fraud_Daugherty LLC	kids_pets	33.39	William	Fitzgerald	M	715 Courtney Pike Suite 932	Keller	TX	76248	32.9276	-97.2489	95035	Probation officer	1987-06-13	742dbb1ce91d586a55c462f654942d70	1364167439	32.336199	-96.766456	0
1063	627227	2019-09-23 14:01:59	345933964507467	fraud_Bahringer, Osinski and Block	food_dining	147.48	Carol	Dillon	F	27479 Reeves Dale	Whaleyville	MD	21872	38.4121	-75.2811	718	Regulatory affairs officer	1985-03-19	3cf0f7fdc468058af3fa432887c9183d	1348408919	38.553436	-75.241553	0
1064	86500	2020-07-21 03:32:35	4128730454058057622	fraud_Baumbach, Feeney and Morar	shopping_net	9.82	Monique	Martin	F	68276 Matthew Springs	Ratcliff	TX	75858	31.3833	-95.0619	43	Engineer, production	1949-10-04	4c5d6b793aefd5c47a652399524b9461	1374377555	31.014302	-94.768925	0
1065	221774	2019-04-22 09:00:54	4134456652433447	fraud_Hudson-Grady	shopping_pos	38.44	Lawrence	Ellis	M	1471 Alicia Flat Apt. 993	Springfield Gardens	NY	11413	40.6645	-73.7559	38912	Production manager	1961-11-07	7bb0430782ff8f9e2ac6671104f3e062	1335085254	41.224473	-72.856803	0
1066	49966	2019-01-29 22:36:58	213112402583773	fraud_Weber and Sons	food_dining	2.31	Ana	Howell	F	4664 Sanchez Common Suite 930	Bradley	SC	29819	34.0326	-82.2027	1523	Research scientist (physical sciences)	1984-06-03	e66aac67848fbcc2a60fdf775f46bc1b	1327876618	35.024624	-81.370201	0
1067	68098	2020-07-14 14:20:32	6554245334757802	fraud_Kautzer and Sons	personal_care	98.65	Monique	Robinson	F	07712 Marcus Divide Apt. 831	Laguna Hills	CA	92637	33.615	-117.7114	45303	Sales executive	1969-12-22	1156690d4d5e492df165297b428714b3	1373811632	33.466297999999995	-117.058988	0
1068	356936	2019-06-16 01:27:43	6538441737335434	fraud_Kutch Group	grocery_net	9.32	Gina	Grimes	F	444 Robert Mews	Clarks Mills	PA	16114	41.3851	-80.1752	606	Energy manager	1997-09-22	7f1fcd9cd9df3909ce818c465440c202	1339810063	40.635292	-79.821965	0
1069	609817	2019-09-16 01:09:32	213141712584544	fraud_Boehm, Predovic and Reinger	misc_pos	6.45	Margaret	Curtis	F	742 Oneill Shore	Florence	MS	39073	32.153	-90.1217	19685	Fine artist	1984-12-24	2ad8cd6ec6ff520e799a713bfd0d1435	1347757772	32.987809000000006	-90.98887	0
1070	171033	2019-03-31 08:29:46	371226440126102	fraud_Friesen-D'Amore	gas_transport	45.13	Stacy	Lambert	F	85430 Julie Trafficway Suite 792	Mulberry Grove	IL	62262	38.9311	-89.2463	1810	Race relations officer	1974-12-24	014670a700cfcb81c623da4ec3cb519c	1333182586	38.647401	-90.14931	0
1071	1197846	2020-05-15 21:52:02	4170689372027579	fraud_Renner Ltd	home	10.61	Samuel	Frey	M	830 Myers Plaza Apt. 384	Edmond	OK	73034	35.6665	-97.4798	116001	Media buyer	1993-05-10	be6719265966088847afa5d974451bf0	1368654722	34.736314	-97.248677	0
1072	425964	2019-07-10 07:20:24	4003989662068504	fraud_Prohaska-Murray	gas_transport	63.87	Chris	White	M	98897 Bennett Lodge	Bessemer	AL	35022	33.3224	-86.9657	71463	Radio broadcast assistant	1989-02-08	6b3d5d262e44447005172f7a72b8025e	1341904824	33.218971999999994	-86.104628	0
1073	262456	2019-05-11 00:00:38	3536818734263520	fraud_Doyle Ltd	grocery_pos	54.19	Gerald	Frank	M	95793 Andrea Ville Suite 533	Des Moines	IA	50314	41.603	-93.633	222785	Interior and spatial designer	1981-08-10	f5c1a30e2a73fd1418d6ce7ebfe5e739	1336694438	41.37895	-93.997255	0
1074	365088	2019-06-18 06:33:15	6554245334757802	fraud_Mayert Group	shopping_pos	7.04	Monique	Robinson	F	07712 Marcus Divide Apt. 831	Laguna Hills	CA	92637	33.615	-117.7114	45303	Sales executive	1969-12-22	f5c878b7fd6d32f71e388b1fcd5f4f6d	1340001195	32.876288	-117.44887	0
1075	1192960	2020-05-12 23:37:24	5596347693144598	fraud_Koss, Hansen and Lueilwitz	home	126.56	Joseph	Moody	M	5901 Foster Pine	Kenner	LA	70062	29.9912	-90.2479	68211	Engineer, petroleum	1941-04-23	3a7e2db21acc04739f6d0e95dedb6c1a	1368401844	29.34725	-91.099779	0
1076	1242472	2020-06-01 21:30:02	3560797065840735	fraud_Becker, Harris and Harvey	personal_care	55.86	Janet	Turner	F	0925 Lang Extensions	Shields	ND	58569	46.1838	-101.2589	77	Film/video editor	1989-12-17	34de5dea8abd74fad63f08a5bacbbd0f	1370122202	46.604326	-100.445218	0
1077	105545	2020-07-27 22:25:18	3533012926413100	fraud_Halvorson Group	misc_pos	6.19	Megan	Bernard	F	128 Nathan Ramp	Barneveld	NY	13304	43.2237	-75.1612	1684	IT trainer	1994-03-01	8a112a07e3b94da626f4960009c11e5e	1374963918	42.697669	-74.3722	0
1078	1112988	2020-04-07 18:42:45	4904681492230012	fraud_Okuneva, Schneider and Rau	shopping_pos	5.69	Lisa	Lowe	F	574 David Locks Suite 207	Cottekill	NY	12419	41.8467	-74.1038	722	Comptroller	1990-10-19	673d63f989b3732582229ce2c25d5475	1365360165	42.824231	-74.06119699999999	0
1079	504771	2020-12-20 22:12:38	580954173374	fraud_Hyatt, Russel and Gleichner	health_fitness	55.42	Jessica	Benitez	F	31281 Thomas Inlet	Montrose	NY	10548	41.2496	-73.9446	3487	Race relations officer	1960-01-13	df839a37749f560fdd622d83075b5c3f	1387577558	40.883606	-73.907464	0
1080	3109	2020-06-22 08:28:58	2297447006766555	fraud_Kiehn Inc	grocery_pos	127.92	Laura	Walker	F	611 Michael Rue	Cisco	IL	61830	39.9972	-88.6962	478	Landscape architect	1960-01-13	1173feeb7f12211c7a789ca7248d179d	1371889738	39.213223	-89.561661	0
1081	364588	2020-11-09 18:47:41	4810839835482794272	fraud_Boyer PLC	shopping_net	2.88	Carolyn	Perez	F	433 Blake Roads Suite 967	Wheaton	MO	64874	36.7651	-94.0492	760	Production manager	1985-08-31	cf7c8b4e337508ed3cbab36c9b76ac6c	1384022861	35.995669	-94.427234	0
1082	626347	2019-09-23 06:34:48	2291163933867244	fraud_Stroman, Hudson and Erdman	gas_transport	64.78	Jeff	Elliott	M	351 Darlene Green	Columbia	SC	29209	33.9659	-80.9355	333497	Mechanical engineer	1968-03-19	4567092683f6fe3fcba8baf2b7748ca7	1348382088	34.107805	-81.353659	0
1083	33005	2019-01-20 17:12:48	4826655832045236	fraud_Windler LLC	kids_pets	54.77	Tami	Forbes	F	5204 Robinson Plaza Suite 897	Barnstable	MA	2630	41.6983	-70.3001	1850	Counselling psychologist	1963-12-29	6fd931e2961ae465d06fe46d4d012853	1327079568	42.602076	-70.804142	0
1084	114267	2020-07-31 08:23:02	3528231451607350	fraud_Flatley-Durgan	misc_net	3.2	Lauren	Moreno	F	83719 Wilson Shore	Heislerville	NJ	8324	39.224	-74.9942	526	Exercise physiologist	1940-09-06	b3345060b2ce342b9ce32bda4fb71a39	1375258982	39.225135	-74.939898	0
1085	120219	2020-08-02 15:53:14	3567697931646329	fraud_Hirthe-Beier	health_fitness	36.72	John	Stevens	M	428 Morgan River	Hudson	NY	12534	42.247	-73.7552	17867	Travel agency manager	1998-07-29	a0aa37691ab31fabfabffb9bd8f6dce3	1375458794	41.438401	-74.46887199999999	0
1086	302107	2020-10-13 05:22:53	5388659976630693	fraud_Wolf Inc	grocery_pos	138.83	Charles	Preston	M	5364 William Harbor	Seneca	WI	54654	43.2064	-90.9405	153	Quantity surveyor	1962-02-14	62ba9e99feaf7d9503801d9eff7043e5	1381641773	43.110863	-89.992174	0
1087	125515	2019-03-10 21:02:45	2264937662466770	fraud_Schroeder, Wolff and Hermiston	travel	3.25	Juan	Sherman	M	5939 Garcia Forges Suite 297	San Antonio	TX	78214	29.3641	-98.4924	1595797	Land	1995-10-17	9977500c3637043346421c5f93df0226	1331413365	29.438274	-98.378819	0
1088	353400	2019-06-14 23:58:29	630424987505	fraud_Schiller, Blanda and Johnson	home	20.84	Jennifer	Black	F	2870 Bean Terrace Apt. 756	Thomas	WV	26292	39.1505	-79.503	836	Forensic psychologist	1981-08-29	16d0ccce493a0b15b90cd326495dc856	1339718309	38.645219	-80.42097700000001	0
1089	141503	2020-08-09 22:48:55	4810789809665942990	fraud_Renner Ltd	home	49.97	Julie	Sanchez	F	916 Charles Road	Bowersville	OH	45307	39.5756	-83.7153	338	Quantity surveyor	1988-07-28	4e654c6ebbef64d74ba9b7cb92b42b3c	1376088535	40.264424	-82.849809	0
1090	350726	2019-06-13 21:34:49	581686439828	fraud_Reilly LLC	home	116.61	Larry	House	M	911 Sabrina Trafficway	Cochranton	PA	16314	41.5205	-80.0573	5507	Retail merchandiser	1973-07-28	b37489113c67362b06950b0e75560831	1339623289	41.004171	-79.57226700000001	0
1091	735121	2019-11-10 12:07:13	6011626928491360	fraud_Lynch-Wisozk	home	17.3	Heather	Roberts	F	62934 Maria Cliffs Suite 350	Bethel Springs	TN	38315	35.2289	-88.64399999999999	3876	Senior tax professional/tax inspector	1960-11-19	2b82fd2da32b5e5b99b1979a52a2be22	1352549233	35.226423	-88.15527	0
1092	273359	2019-05-15 09:13:43	2264937662466770	fraud_Rau and Sons	grocery_pos	84.9	Juan	Sherman	M	5939 Garcia Forges Suite 297	San Antonio	TX	78214	29.3641	-98.4924	1595797	Land	1995-10-17	92741abe3cb66cc945a34f8054e7178a	1337073223	30.201772	-98.529531	0
1093	1166394	2020-05-02 00:56:24	30560609640617	fraud_Dickinson-Rempel	misc_pos	8.9	Michael	Olson	M	558 Michael Estates	Luray	MO	63453	40.4931	-91.8912	519	Town planner	1966-02-13	46bd5d5d733a6616a173cd28f6b79ca9	1367456184	40.153686	-91.95575	0
1094	692001	2019-10-21 22:10:33	501899453424	fraud_Gottlieb-Hansen	personal_care	11.65	Jessica	Dominguez	F	06393 Nancy Parkways Suite 855	Gadsden	AL	35903	33.9845	-85.9077	67082	Ceramics designer	1970-01-08	3b661bf6b80c844aa7079b6e17da95d6	1350857433	34.765104	-86.544026	0
1095	1222628	2020-05-25 21:51:38	60416207185	fraud_White and Sons	home	176.11	Mary	Diaz	F	9886 Anita Drive	Fort Washakie	WY	82514	43.0048	-108.8964	1645	Information systems manager	1986-02-17	52fd4a82e67e9b05e1a7f2d885405d67	1369518698	42.889638	-109.457638	0
1096	1243375	2020-06-02 03:27:03	4424338559877976	fraud_Dickinson Ltd	misc_pos	35.98	Denise	Barnett	F	23220 Eaton Harbors	Kirby	OH	43330	40.813	-83.4196	118	Private music teacher	1957-11-12	d61f0a448ff48d97f833220b09bc8eee	1370143623	41.334262	-84.008709	0
1097	354285	2019-06-15 08:12:49	347073228412010	fraud_Ruecker Group	misc_net	117.07	Ryan	Johnson	M	40178 Lisa Mission	Alva	WY	82711	44.6873	-104.4414	110	Administrator, local government	1973-05-16	448809779e00467fe4fb14410a22648d	1339747969	43.723376	-105.225328	0
1098	346452	2019-06-11 22:31:24	2286236465059468	fraud_Shields-Wunsch	health_fitness	6.9	Morgan	Murray	F	2788 Brittney Island	Blairstown	MO	64726	38.5319	-93.9221	467	Agricultural consultant	1950-05-27	b09f96e51ea4a05a09a9046da43c6da3	1339453884	39.470201	-93.210663	0
1099	1072124	2020-03-21 16:55:10	6511349151405438	fraud_Dare, Fritsch and Zboncak	health_fitness	82.91	Robert	Nguyen	M	74835 Garner Point	Ruth	NV	89319	39.3426	-114.8859	450	Interpreter	1946-08-24	9b9291a0f7f30f6558914175b8cb8e2a	1363884910	39.223617	-115.296569	0
1100	1247655	2020-06-03 12:37:11	5580563567307107	fraud_Roob-Okuneva	health_fitness	75.89	Stanley	Dickson	M	078 Alex Fields	Smock	PA	15480	39.9961	-79.7678	1946	Charity fundraiser	1990-06-21	c0719ee4bb8b7188aea5f03bb00a5219	1370263031	40.796109	-80.51671800000001	0
1101	606630	2019-09-15 01:28:20	3595192916105588	fraud_Ferry, Lynch and Kautzer	misc_net	3.79	Dustin	Roberts	M	3283 James Station	Fayetteville	NC	28314	35.0583	-79.008	238602	Scientist, research (maths)	1993-05-14	bc66626e859f4c5319cb6eeae332e12c	1347672500	34.92309	-79.58287	0
1102	600564	2019-09-12 08:42:46	4862293128558	fraud_Parisian and Sons	gas_transport	79.58	Elizabeth	Payne	F	897 Daugherty Mission	Grassflat	PA	16839	41.0036	-78.1104	489	Pension scheme manager	1956-09-15	8f77253d3fd36ff3b7f74ce673a2cc85	1347439366	41.889735	-78.17501899999999	0
1103	604101	2019-09-14 04:17:51	4048508450704760	fraud_Lockman, West and Runte	grocery_pos	85.6	Cheryl	Melton	F	5053 Bell Crescent Apt. 255	Fullerton	NE	68638	41.36600000000001	-98.0054	1749	Surveyor, mining	1973-05-07	000a482130f2c7f4e6ca3e3503b26024	1347596271	40.601539	-97.181194	0
1104	517923	2019-08-11 20:55:26	4587657402165341815	fraud_Wilkinson Ltd	entertainment	69.13	Amber	Lewis	F	6296 John Keys Suite 858	Pembroke Township	IL	60958	41.0646	-87.5917	2135	Psychotherapist, child	2004-05-08	f7d44cf701d2bb091aa3ee506d6757a2	1344718526	41.628056	-87.192109	0
1105	98308	2020-07-25 22:07:58	3519607465576254	fraud_Auer LLC	personal_care	47.7	Audrey	Gonzalez	F	34180 Lopez Plaza	Fields Landing	CA	95537	40.7268	-124.2174	276	Scientist, audiological	1929-05-06	8c6838ced085862f2769f2a7e68e452e	1374790078	40.245166	-124.684464	0
1106	460363	2020-12-10 22:29:21	3587960728692500	fraud_Roberts, Ryan and Smith	personal_care	129.39	Kathy	Hughes	F	02110 Lucas Freeway Suite 517	Battle Creek	IA	51006	42.3327	-95.6045	1075	Teacher, early years/pre	1997-01-02	0c1ee2b56f72bba28d9e066f83d95fe8	1386714561	42.605817	-96.057602	0
1107	422218	2020-12-01 23:32:24	4430881574719618	fraud_Nicolas, Hills and McGlynn	entertainment	34.02	Alicia	Morales	F	4456 Dunn Roads	Meredith	CO	81642	39.3199	-106.6596	61	Public relations account executive	1939-11-04	5dbbfe426bd9926ce2ce552d7819222d	1385940744	39.712307	-106.428836	0
1108	702799	2019-10-27 07:50:19	3521417320836166	fraud_Kemmer-Reinger	grocery_net	56.24	Angela	Hodges	F	08236 Kim Hill	Indianapolis	IN	46254	39.849	-86.272	910148	Firefighter	1975-11-30	5ba0b5005657c194442c2cfce9787d21	1351324219	39.573973	-87.233005	0
1109	171064	2019-03-31 08:48:03	5540636818935089	fraud_Kovacek, Dibbert and Ondricka	grocery_pos	71.14	Kenneth	Foster	M	329 Michael Extension	Lawrence	MA	1843	42.6911	-71.1605	76383	Geoscientist	1985-04-04	0122e32b2a474748651be4570081cf11	1333183683	42.72128	-71.80882199999999	0
1110	886558	2019-12-23 10:01:32	4607072969078276	fraud_Connelly, Reichert and Fritsch	gas_transport	55.63	Brenda	Perez	F	033 Tara Brook Suite 523	Coyle	OK	73027	35.8985	-97.2607	1493	Amenity horticulturist	1985-03-21	38317b25fea6fee7472763c34faa3397	1356256892	35.181645	-96.993875	0
1111	1283424	2020-06-16 04:08:23	2235613922823698	fraud_Padberg-Welch	grocery_pos	105.24	Melissa	Mcclure	F	2027 Snyder Track	Manville	WY	82227	42.73	-104.7024	241	Educational psychologist	1980-12-16	9a946ff913f89139e89dc4043dc59852	1371355703	43.080352000000005	-105.658694	0
1112	474729	2019-07-28 00:08:44	4497451418073897078	fraud_Corwin-Gorczany	misc_net	38.59	Elizabeth	Glover	F	246 Stewart Green Suite 149	West Monroe	LA	71291	32.5317	-92.176	54185	Radiographer, diagnostic	1992-11-20	2bcc06b40aea47ea5c69e4d9402f991e	1343434124	32.253877	-92.259334	0
1113	55199	2020-07-10 13:35:16	371009169330125	fraud_Haley, Jewess and Bechtelar	shopping_pos	6.66	Randall	Burgess	M	393 Carroll Route Suite 197	Norman Park	GA	31771	31.2462	-83.6549	5666	Rural practice surveyor	2003-09-14	ccea0c772cc7f1902cecc737636eb9ff	1373463316	31.10475	-83.291668	0
1114	132830	2020-08-06 17:28:13	180048185037117	fraud_Becker, Harris and Harvey	personal_care	22.33	Mary	Wall	F	2481 Mills Lock	Plainfield	NJ	7060	40.6152	-74.415	71485	Leisure centre manager	1974-07-19	45b506a0c91ac726941843a5740f2e0c	1375810093	40.391948	-73.724701	0
1115	991939	2020-02-09 12:31:13	3533742182628021	fraud_Douglas-White	entertainment	36.25	Robert	Haynes	M	857 Aaron Circles Suite 398	Johns Island	SC	29455	32.8357	-79.8217	20478	Materials engineer	1997-06-04	c2657dd8120338ce7af5313da79892f2	1360413073	32.008431	-79.340304	0
1116	1173928	2020-05-04 23:57:02	3511378610369890	fraud_Medhurst Inc	home	24.74	James	Cooper	M	663 Ramirez Trace Apt. 951	Huntsville	AL	35811	34.7789	-86.5438	190178	Television production assistant	1973-04-01	821c00dea067f9fd362a24bd667a6ef4	1367711822	35.221361	-86.586977	0
1117	381008	2020-11-16 21:32:45	6011934240159560	fraud_Waelchi Inc	kids_pets	55.78	Joshua	Cohen	M	426 Mark Ports	Brooklin	ME	4616	44.2541	-68.5565	824	Loss adjuster, chartered	1974-11-02	5b6dffa5bfa7a436ffdaafab7351e4a8	1384637565	44.888855	-68.610111	0
1118	719678	2019-11-03 15:09:36	377026671291680	fraud_Schuppe LLC	entertainment	5.51	Jackie	Davis	F	1898 Parker Fork Apt. 057	Redford	MO	63665	37.3272	-91.0243	241	Investment analyst	1974-10-27	7be650f24b9622b34d86514fd517aa03	1351955376	37.92388	-91.228861	0
1119	132579	2019-03-14 07:18:49	180067784565096	fraud_Greenholt, O'Hara and Balistreri	shopping_net	4.36	Mary	Juarez	F	35440 Ryan Islands	North Prairie	WI	53153	42.9385	-88.395	2328	Applications developer	1942-01-06	00fe59823e4ae62298a5a83da120c710	1331709529	43.015563	-88.919025	0
1120	532662	2020-12-27 06:54:04	213178850083780	fraud_Barton Inc	grocery_pos	93.38	Shawn	King	M	31493 Garcia Summit	Athena	OR	97813	45.8289	-118.4971	1302	Dealer	1976-10-18	96497eb94c3dc3cb3314b6d818246fb5	1388127244	45.476432	-117.731943	0
1121	443586	2020-12-07 09:50:49	2475085306462014	fraud_Nienow, Ankunding and Collier	misc_pos	38.26	John	Miller	M	153 Mccullough Springs Apt. 857	Lamberton	MN	56152	44.2378	-95.2739	1507	Land/geomatics surveyor	1993-10-12	bbe6545c84183c8c0561d1ce65a507bf	1386409849	45.124689	-95.614404	0
1122	460388	2019-07-22 10:59:03	4497913965512794052	fraud_Halvorson Group	misc_pos	370.1	Scott	Edwards	M	838 Amy Street Suite 107	Pembroke	NC	28372	34.6902	-79.1834	14783	Hospital doctor	1955-11-07	36d3ed7793e33176ee7a46a08d57a9fc	1342954743	35.250654	-79.48141600000001	0
1123	215344	2020-09-05 21:53:07	36078114201167	fraud_Lakin, Ferry and Beatty	food_dining	114.8	Christopher	Horn	M	956 Sanchez Highway	Mallie	KY	41836	37.2692	-82.9161	798	Facilities manager	1926-06-26	fa7721ea4b4036f9eec7a86e2cf57e39	1378417987	37.704341	-83.068759	0
1124	346547	2020-11-02 02:44:02	36721445180895	fraud_Hudson-Ratke	grocery_pos	132.83	Cesar	Smith	M	901 Ariel Points	Jefferson	NY	12093	42.4999	-74.6117	1666	Diagnostic radiographer	1968-07-01	436ec0d1f8e94206445b7eb354dcc2aa	1383360242	41.589575	-74.952376	0
1125	181736	2020-08-24 05:43:32	676248282243	fraud_Wiegand-Lowe	grocery_net	86.36	Amanda	Wheeler	F	329 Emily Cape	Cape Coral	FL	33909	26.6939	-81.9452	156391	Higher education careers adviser	1968-02-09	7383735b4bc7d50f64ccf4df93754b72	1377323012	26.857768	-82.370375	0
1126	531568	2020-12-27 00:38:44	4908846471916297	fraud_Bins-Rice	gas_transport	32.25	Lauren	Torres	F	03030 White Lakes	Grandview	TX	76050	32.2779	-97.2351	5875	Radiographer, therapeutic	1992-07-24	245034d2422affa8bfa13f2447659d38	1388104724	32.571438	-96.424115	0
1127	221802	2020-09-08 02:48:38	4839615922685395	fraud_Kuvalis Ltd	gas_transport	71.15	Phillip	Robertson	M	85344 Smith Gateway Apt. 280	Harrodsburg	IN	47434	39.013000000000005	-86.5457	76	Social researcher	1955-05-06	0e097e93f220bfc8636756707fbf621d	1378608518	38.458527	-85.930989	0
1128	350489	2020-11-03 10:37:33	4861310130652566408	fraud_Christiansen-Gusikowski	misc_pos	94.76	Ashley	Cruz	F	65417 Walsh Radial Suite 691	Saint Amant	LA	70774	30.2385	-90.8435	10076	Surveyor, rural practice	1977-12-16	508711881ca6c5d670b19184adcc0e96	1383475053	30.280919	-89.95282399999999	0
1129	319328	2020-10-20 15:46:45	5410056176712193	fraud_Kihn-Schuster	food_dining	54.12	Jeffrey	Krause	M	4742 Alexandria Mountain	New Franken	WI	54229	44.5592	-87.8235	4306	Art therapist	1989-10-19	c5d4763488290a331425120c1f17b5d4	1382284005	44.346656	-87.58188100000001	0
1130	1114631	2020-04-08 14:06:36	4102003771126577611	fraud_Block Group	misc_pos	8.62	William	Fitzgerald	M	715 Courtney Pike Suite 932	Keller	TX	76248	32.9276	-97.2489	95035	Probation officer	1987-06-13	13b817b621133268b5acdfccb93a037b	1365429996	33.845665000000004	-96.295905	0
1131	64719	2020-07-13 16:45:46	30143535920989	fraud_Kozey-Kuhlman	personal_care	76.36	Lisa	Collins	F	44197 Jeffrey Port Suite 050	Bridgeport	NJ	8014	39.8016	-75.3478	504	Engineer, control and instrumentation	1980-08-17	9595d2c4b657b9be76fa69cbd18a1dba	1373733946	39.048402	-75.7606	0
1132	301412	2020-10-12 22:44:50	4497451418073897078	fraud_Spencer PLC	entertainment	12.52	Elizabeth	Glover	F	246 Stewart Green Suite 149	West Monroe	LA	71291	32.5317	-92.176	54185	Radiographer, diagnostic	1992-11-20	0a44f868ec59628ac13c10495263bc30	1381617890	32.61983	-91.854199	0
1133	1210305	2020-05-21 00:36:47	30263540414123	fraud_Schultz, Simonis and Little	grocery_pos	155.46	Erik	Patterson	M	162 Jessica Row Apt. 072	Hatch	UT	84735	37.7175	-112.4777	258	Geoscientist	1961-11-24	1ffa416f3cf621f32a4b889bebf5bd3d	1369096607	36.874016	-113.216686	0
1134	1178897	2020-05-07 05:57:44	4973530368125489546	fraud_Cummerata-Jones	gas_transport	66.46	Mary	Rodriguez	F	8986 Fitzgerald Plains	Winslow	AR	72959	35.8312	-94.1187	2786	Musician	1965-09-27	3a33e1030f27d54539f53bf0c0fc36d5	1367906264	36.298452000000005	-93.625279	0
1135	505207	2019-08-07 12:02:08	4476840372112	fraud_Runte-Mohr	food_dining	16.21	Steven	Walters	M	3206 Hall Divide Suite 282	Woodville	AL	35776	34.6689	-86.2296	3395	Editor, commissioning	1979-01-21	f74fc6ea5ad5ad2d68c0e3533ff6b7d3	1344340928	35.270783	-86.055358	0
1136	149871	2020-08-12 05:41:43	5359543825610251	fraud_Friesen-D'Amore	gas_transport	62.41	Michael	Francis	M	1833 Jeanette Stravenue	Belgrade	MT	59714	45.7801	-111.1439	18182	Engineer, drilling	1975-06-29	892a8bc6d58b1a4a9abd05881d99b139	1376286103	46.355117	-111.43473	0
1137	59888	2019-02-04 23:52:06	30551643947183	fraud_Effertz, Welch and Schowalter	entertainment	79.83	Morgan	Smith	F	1441 Bradley Place	Grover	NC	28073	35.1836	-81.4552	5621	Toxicologist	1973-11-14	f449bfba7303942809632d100828d0e1	1328399526	35.224038	-82.415018	0
1138	269952	2020-09-29 02:55:42	2576709887791552	fraud_Kuhic LLC	shopping_net	142.35	Joseph	Morgan	M	126 Underwood Drive	San Diego	CA	92128	33.0067	-117.069	1241364	Chartered public finance accountant	1959-08-05	b1801e1ae6bcd671058cbbdb8f910c22	1380423342	33.210483	-117.805993	0
1139	458187	2020-12-10 08:44:25	3598304579370089	fraud_Luettgen PLC	gas_transport	40.87	Vincent	Flowers	M	0189 Emily Prairie	Wichita	KS	67232	37.6395	-97.1714	409656	Heritage manager	1985-12-27	023fc227aa3e02b492aada35cf8337dd	1386665065	38.142649	-96.466112	0
1140	182563	2020-08-24 12:03:29	3583293909206278	fraud_Boyer PLC	shopping_net	6.45	Deborah	Fisher	F	1911 Fisher Brook	Kirtland Afb	NM	87117	35.0203	-106.5503	310	Surveyor, land/geomatics	1978-09-30	1e68dbfa98d55a927f4d784a3f8e2281	1377345809	34.361828	-105.767027	0
1141	198659	2020-08-30 12:37:21	4069975342931683	fraud_Lakin, Ferry and Beatty	food_dining	137.6	Kimberly	Martin	F	1943 Dennis Inlet Suite 145	Hurricane	WV	25526	38.4257	-81.9943	21902	Sub	1980-09-18	5587eca1845acb4634b194062088d43b	1377866241	39.124239	-82.103578	0
1142	767021	2019-11-24 15:31:38	30029052116970	fraud_Haley, Jewess and Bechtelar	shopping_pos	6.19	Curtis	Young	M	4319 Watson Shoals Suite 658	Falconer	NY	14733	42.1239	-79.1895	3833	Metallurgist	1970-10-09	4d0e51aa2e9a7d7f4621a11b8ff92741	1353771098	42.542842	-79.026565	0
1143	280872	2020-10-04 12:28:57	4430881574719618	fraud_Kertzmann LLC	health_fitness	2.14	Alicia	Morales	F	4456 Dunn Roads	Meredith	CO	81642	39.3199	-106.6596	61	Public relations account executive	1939-11-04	77f33428ba7904f794bbcead7d71256f	1380889737	39.953192	-107.210288	0
1144	326105	2019-06-04 15:49:40	4745996322265	fraud_Kilback LLC	food_dining	9.84	Carrie	Washington	F	6114 Adams Harbor Suite 096	Kingsford Heights	IN	46346	41.4802	-86.6919	1423	Psychologist, forensic	1998-10-07	605ee80dbfa33d510b8290ccf581ddf3	1338824980	40.878808	-87.450452	0
1145	1287090	2020-06-17 06:52:43	349612764943496	fraud_Streich, Hansen and Veum	gas_transport	71.54	Xavier	Beltran	M	61107 Edwards Dam Apt. 463	Big Creek	KY	40914	37.1046	-83.5706	467	Psychologist, forensic	1984-06-04	4546779b55eb29bd5cd244ff0f931503	1371451963	37.588037	-83.138183	0
1146	497683	2019-08-04 18:57:24	4682744518117239	fraud_Jacobi Inc	health_fitness	53.33	Gregory	Webster	M	66035 Benjamin Villages	Syracuse	MO	65354	38.6547	-92.8929	628	Radiographer, diagnostic	1961-12-18	d16b5c0a1f5f607cc481e68980587142	1344106644	38.47431	-92.827493	0
1147	446898	2019-07-17 22:20:21	4836998673805450	fraud_Botsford PLC	home	6.53	Susan	Hardy	F	516 Brown Parks	Manistique	MI	49854	46.0062	-86.2555	6469	Trade mark attorney	1979-04-12	8a0079cc399c4c2bd233901e19204499	1342563621	45.328169	-86.972394	0
1148	988356	2020-02-07 15:06:30	5540636818935089	fraud_Roob-Okuneva	health_fitness	50.12	Kenneth	Foster	M	329 Michael Extension	Lawrence	MA	1843	42.6911	-71.1605	76383	Geoscientist	1985-04-04	1ea76bf58838098de7d86da74f3d330d	1360249590	42.953252	-70.68635	0
1149	400382	2020-11-25 03:57:15	374656033243756	fraud_Rodriguez Group	gas_transport	74.11	David	Lewis	M	1499 Michael Rue	Arlington	VA	22213	38.8954	-77.1633	207410	Mudlogger	1984-07-03	b609f18e18d95f09d0cb95a660425eec	1385351835	38.824681	-76.927437	0
1150	371616	2020-11-12 21:26:44	3577578023716568	fraud_Runte-Mohr	food_dining	170.91	Debbie	Hughes	F	0182 Owens Burgs Suite 480	Diamond	OH	44412	41.0935	-81.0425	2644	Engineer, biomedical	1983-08-25	9aa0a540d06f552ec80e61a284d852e2	1384291604	41.255579	-81.076824	0
1151	186691	2020-08-25 13:15:12	4979422371139333	fraud_Breitenberg-Hermiston	kids_pets	52.42	Kelly	Zimmerman	F	1893 Katie Tunnel	Westerville	NE	68881	41.4193	-99.3844	73	Product designer	1935-02-10	9aceb20a7ed383003575ba7b413afa56	1377436512	41.092269	-98.648938	0
1152	1314	2019-01-01 15:09:17	5559857416065248	fraud_Larson-Moen	entertainment	78.51	Jack	Hill	M	5916 Susan Bridge Apt. 939	Grenada	CA	96038	41.6125	-122.5258	589	Systems analyst	1945-12-21	bb99744d4d65442635bef90a7375adc9	1325430557	41.720972	-121.822315	0
1153	622839	2019-09-22 03:51:34	372520049757633	fraud_Runolfsson and Sons	grocery_net	5.45	Lori	Ramirez	F	4293 Ramirez Squares	Ranier	MN	56668	48.6031	-93.2977	136	Ceramics designer	2000-02-20	8656de75b8d1225f825bd874d0fc4e74	1348285894	49.442281	-92.344382	0
1154	57915	2020-07-11 16:24:42	344709867813900	fraud_Wuckert-Goldner	home	68.41	Joanna	Hudson	F	2924 Bobby Trafficway	Sebring	FL	33872	27.4703	-81.4872	50835	Environmental consultant	1986-01-30	8a35e247b54edb27ccb2cd4ba17bc3bc	1373559882	26.749317	-80.493286	0
1155	378108	2020-11-15 23:09:58	6534628260579800	fraud_Monahan, Bogisich and Ledner	misc_pos	4.5	Christine	Harris	F	29606 Martinez Views Suite 653	Hinesburg	VT	5461	44.3346	-73.098	4542	Claims inspector/assessor	1998-03-19	b054399a6b07a2bce5688f1eebfbde39	1384556998	44.106003	-72.583972	0
1156	134670	2020-08-07 14:31:58	30270432095985	fraud_Witting, Beer and Ernser	home	2.49	Lisa	Lin	F	908 Brooks Brook	Lomax	IL	61454	40.6761	-91.0391	725	Environmental consultant	1972-11-28	2faf3f088596e1d7de6b3c3ec19b1708	1375885918	40.233797	-90.745018	0
1157	426037	2019-07-10 08:17:04	4783226709001	fraud_Labadie, Treutel and Bode	shopping_net	4.74	Jessica	Garcia	F	13108 Jennifer Passage	Mc Cracken	KS	67556	38.5957	-99.554	320	Film/video editor	1961-04-22	fac688503d510eb5c04fdec34d5c9938	1341908224	38.072687	-99.408831	0
1158	595479	2019-09-09 14:05:08	6011399591920186	fraud_Baumbach, Strosin and Nicolas	shopping_pos	4.6	Maria	Roy	F	58665 Nicholas Ford Suite 348	Sheffield	MA	1257	42.1001	-73.3611	2121	Radio producer	1973-10-14	e140c7c86b000d5d275459646d45cad0	1347199508	42.240134000000005	-73.79412099999999	0
1159	620992	2019-09-21 13:16:21	4092452671396169678	fraud_Reilly LLC	home	51.19	Jeffrey	Vargas	M	478 Alexandria Mount	Bolton	NC	28423	34.3091	-78.3372	2290	Engineer, biomedical	1945-12-07	cda069cc10f38ff423671a181e5e9dec	1348233381	34.422311	-78.440464	0
1160	928232	2020-01-03 14:25:35	3540210836308425	fraud_Ritchie, Oberbrunner and Cremin	travel	466.43	Steven	Yoder	M	94975 David Mews Apt. 316	Summerfield	TX	79085	34.7437	-102.5064	53	Fisheries officer	1992-06-19	84675d56e083a335c5fea0be150097dc	1357223135	34.10378	-103.231034	0
1161	1168652	2020-05-03 05:03:54	4005676619255478	fraud_DuBuque LLC	grocery_pos	75.4	William	Perry	M	458 Phillips Island Apt. 768	Denham Springs	LA	70726	30.459	-90.9027	71335	Herbalist	1994-05-31	73543809c7c68ac6e2db79940d06f377	1367557434	30.056806	-90.793617	0
1162	224003	2020-09-08 20:07:21	3534330126107879	fraud_Roob-Okuneva	health_fitness	71.94	Jeffrey	Smith	M	713 Scott Pike Apt. 712	Bridger	MT	59014	45.2857	-108.9082	1446	Chartered loss adjuster	1978-01-15	bb79d8d61668b4cad4486ef1f16a56fd	1378670841	45.856557	-109.115624	0
1163	10752	2019-01-07 13:04:42	370877495212014	fraud_Lubowitz-Walter	kids_pets	98.06	Sarah	Clark	F	25961 Beverly Union Apt. 042	North Wilkesboro	NC	28659	36.2017	-81.1286	21134	Dispensing optician	1984-03-06	c24fbddad4134c76f15eb67a9e23a91b	1325941482	37.104541	-81.870254	0
1164	661817	2019-10-08 21:05:48	30570197515105	fraud_Botsford and Sons	home	5.61	Vincent	Cain	M	64851 Cole Turnpike	Hartford	AL	36344	31.086	-85.7192	5732	Jewellery designer	1945-12-07	644d2ef2bab1714a15a80288622e48b2	1349730348	31.337067	-86.298221	0
1165	72724	2020-07-16 12:18:17	3591919803438423	fraud_Berge-Ullrich	home	102.58	Brian	Williams	M	32941 Krystal Mill Apt. 552	Titusville	FL	32780	28.5697	-80.8191	54767	Set designer	1987-07-25	4c8980b3155d4979c54e144294c9c212	1373977097	29.163736	-81.688565	0
1166	961478	2020-01-22 11:52:12	4599735407877245080	fraud_Mayert Group	shopping_pos	38.56	Mary	Myers	F	39787 Pamela Fall Suite 639	Tiptonville	TN	38079	36.3846	-89.4649	5577	Geochemist	1964-12-30	cc6ddf6c66607b3e41fc109845e21a9e	1358855532	37.163284	-89.941583	0
1167	202530	2019-04-14 06:24:41	30290551782700	fraud_Johns-Hoeger	entertainment	149.99	John	Clarke	M	27909 Peter Motorway	Cadiz	KY	42211	36.802	-87.8286	13422	Commissioning editor	1961-09-03	31d3e5a3a9d64d08bda9b967e005c19a	1334384681	37.475115	-88.808347	0
1168	230063	2019-04-26 15:37:42	6011999606625827	fraud_Ruecker-Mayert	kids_pets	36.61	Ronald	Carson	M	870 Rocha Drive	Harrington Park	NJ	7640	40.9918	-73.98	4664	Radiographer, diagnostic	1965-06-30	d114e1ae509580f9574a2dc7c0c93ca0	1335454662	40.40808	-73.615724	0
1169	190791	2019-04-08 13:57:17	4607072969078276	fraud_Willms, Kris and Bergnaum	shopping_pos	5.45	Brenda	Perez	F	033 Tara Brook Suite 523	Coyle	OK	73027	35.8985	-97.2607	1493	Amenity horticulturist	1985-03-21	14435116e9bda4535008044c0b5d76c4	1333893437	36.200326	-96.753034	0
1170	382474	2019-06-24 14:34:16	2720433095629877	fraud_Willms, Kris and Bergnaum	shopping_pos	8.41	Mark	Wood	M	854 Walker Dale Suite 488	Bowdoin	ME	4287	44.0575	-69.9656	3224	Engineer, electronics	1997-08-22	a3ef8b6666cdca515e449c15fe79a601	1340548456	43.091433	-70.153892	0
1171	845058	2019-12-14 17:27:16	348379466427142	fraud_Roberts, Daniel and Macejkovic	kids_pets	58.17	Michael	Rowe	M	7428 Martinez Flats	Melbourne	FL	32935	28.1384	-80.6524	139650	Database administrator	1957-01-23	0063bdcb49a715dcdc4d2d617813b580	1355506036	27.319237	-81.355503	0
1172	633102	2019-09-26 16:42:05	5580563567307107	fraud_Bartoletti and Sons	personal_care	75.8	Stanley	Dickson	M	078 Alex Fields	Smock	PA	15480	39.9961	-79.7678	1946	Charity fundraiser	1990-06-21	0086804332848f9f37669d8cc60d0272	1348677725	40.831156	-79.176692	0
1173	1097809	2020-04-01 02:10:38	3506040590383211	fraud_Bailey-Morar	grocery_pos	105.4	Michael	Orozco	M	13956 Hughes Causeway Suite 124	Alder	MT	59710	45.1939	-112.0568	286	Chief of Staff	1989-03-09	29a12d1b66c7425c0080c73715fe0454	1364782238	44.724637	-111.645404	0
1174	602633	2019-09-13 12:44:02	3533742182628021	fraud_Jast-McDermott	shopping_pos	7.55	Robert	Haynes	M	857 Aaron Circles Suite 398	Johns Island	SC	29455	32.8357	-79.8217	20478	Materials engineer	1997-06-04	c9d12c9a657d0d90368c9256f1dabcec	1347540242	32.683127	-80.33368399999999	0
1175	970547	2020-01-27 12:34:38	2712209726293386	fraud_Torp, Muller and Borer	health_fitness	9.92	Jenna	Brooks	F	50872 Alex Plain Suite 088	Baton Rouge	LA	70808	30.4066	-91.1468	378909	Designer, furniture	1977-02-22	30d445b1411f83eb0a8b4fff4ac63281	1359290078	29.681040000000003	-91.59505	0
1176	312397	2020-10-18 08:46:41	30290551782700	fraud_Boyer PLC	misc_pos	128.7	John	Clarke	M	27909 Peter Motorway	Cadiz	KY	42211	36.802	-87.8286	13422	Commissioning editor	1961-09-03	6d6402be11808c22e8ebd925beb91947	1382086001	37.762571	-88.490315	0
1177	412417	2020-11-30 12:49:33	4277232699798846	fraud_Rau-Robel	kids_pets	37.17	Jennifer	Vance	F	13299 Patrick Terrace	Rhame	ND	58651	46.1664	-103.7079	475	Illustrator	1955-11-10	4ff7b96e00fb49e96009f676276b8f42	1385815773	47.119665000000005	-103.594652	0
1178	524741	2020-12-25 05:53:23	3531606252458308	fraud_Nitzsche, Kessler and Wolff	shopping_pos	8.28	Juan	Taylor	M	7911 Campbell Crossing Apt. 725	Stoneham	MA	2180	42.4828	-71.0978	21437	Artist	1964-06-25	384b0db8e5c1e3cd81f8583083284dda	1387950803	41.920788	-70.626068	0
1179	40517	2020-07-05 15:08:56	346273234529002	fraud_Schroeder Group	health_fitness	2.62	Donna	Moreno	F	32301 Albert River Suite 364	Ronceverte	WV	24970	37.7418	-80.4626	4575	Statistician	1991-10-22	d935ffb6176ef1580beb9591cf7e8db6	1373036936	36.877758	-80.564238	0
1180	208781	2020-09-02 05:55:41	6593250708747804	fraud_Casper, Hand and Zulauf	grocery_pos	159.08	Melissa	Meza	F	244 Abbott Parkway	Loxahatchee	FL	33470	26.7383	-80.27600000000001	26551	Paramedic	1977-01-04	91987985452a7482d711157b1a738299	1378101341	25.940845	-81.014613	0
1181	490959	2019-08-02 21:10:08	4292743669224718067	fraud_Lesch, D'Amore and Brown	food_dining	98.97	Michael	Williams	M	35822 Clayton Street Apt. 679	Great Mills	MD	20634	38.2674	-76.4954	5927	Art therapist	1973-06-09	c90765f1011b47858118f3c6360966ac	1343941808	38.723315	-77.36607099999999	0
1182	46327	2020-07-07 01:15:34	4600155880464	fraud_Rempel PLC	grocery_net	92.11	Charles	Copeland	M	92213 Lee Well	West Palm Beach	FL	33404	26.7832	-80.0638	459921	Administrator, arts	1969-09-08	8d35d0e56b2422ff352ce3a7097d7ca0	1373159734	25.8856	-79.775183	0
1183	615860	2019-09-18 22:19:48	4855488158131690372	fraud_Daugherty LLC	kids_pets	56.67	Jeremy	Roberson	M	25887 Martin Inlet	Graniteville	VT	5654	44.1554	-72.4847	970	Agricultural consultant	1993-09-29	378129c9e2cfabac853163505251edcf	1348006788	44.666669	-72.02345799999999	0
1184	482374	2020-12-15 12:37:58	3518234918950662	fraud_Kihn, Brakus and Goyette	personal_care	20.58	Barbara	Lowe	F	67210 Lori Creek	Sherman	TX	75092	33.6372	-96.6184	46563	Systems developer	1970-09-11	73f339dd1b13fdf5725cb1da98723d5d	1387111078	33.2929	-97.083737	0
1185	376014	2020-11-15 05:43:12	3538520143479972	fraud_Doyle Ltd	grocery_pos	129.48	Cassandra	Nunez	F	9572 Austin Forge Suite 612	Clay Center	OH	43408	41.5686	-83.3632	269	Insurance underwriter	1965-09-15	5fe9289c5fd33cd9d5c94e209a45ea3e	1384494192	41.659314	-83.44816800000001	0
1186	401410	2019-07-01 11:24:57	213157767990030	fraud_Cummings Group	grocery_net	78.42	Tara	Campbell	F	05050 Rogers Well Apt. 439	Rock Springs	WY	82901	41.606	-109.23	27971	Music therapist	1984-08-01	f88eb30c7c20d8a0e5065a1bf4e4d7af	1341141897	40.902285	-109.736242	0
1187	770045	2019-11-25 14:24:29	377993105397617	fraud_Quitzon-Goyette	home	30.27	Nathan	Martinez	M	586 Thomas Cliffs	Oconto Falls	WI	54154	44.8755	-88.1555	5548	Mining engineer	1975-09-11	f7769c74726b179ac91c6b0db1eea045	1353853469	45.355058	-87.378815	0
1188	321454	2019-06-03 01:35:45	4344955088481397	fraud_Goyette Inc	shopping_net	98.15	Christopher	Rodgers	M	30587 Fox Shores Apt. 627	Fenelton	PA	16034	40.8555	-79.7372	2054	Communications engineer	1976-09-29	7d0791ef33b9ebc7d8fd8f180076db4a	1338687345	40.611334	-80.685912	0
1189	930039	2020-01-04 15:09:16	2283743876903625	fraud_Abbott-Rogahn	entertainment	42.43	Shannon	Williams	F	9345 Spencer Junctions Suite 183	Alpharetta	GA	30009	34.077	-84.3033	165556	Prison officer	1997-12-27	74605687e7a56b31ba1e3e3b6c243af4	1357312156	34.65353	-84.46526300000001	0
1190	383430	2019-06-24 19:41:08	4980323467523543940	fraud_Schaefer, Fay and Hilll	entertainment	14.28	Patrick	Massey	M	7812 Shane Shoals Apt. 607	North Haverhill	NH	3774	44.0978	-72.0191	1966	Structural engineer	1947-10-27	418d6f06ba6230f64011178a12c8dadc	1340566868	44.954809	-71.982454	0
1191	264295	2019-05-11 17:34:30	180031190491743	fraud_Streich Ltd	home	21.66	Becky	Mckinney	F	250 Benjamin Hill Apt. 026	Mobile	AL	36617	30.7145	-88.0918	270712	Surveyor, land/geomatics	1972-01-05	03fefc2213831139c1572c4e44627861	1336757670	30.294957	-87.10375	0
1192	679173	2019-10-16 18:29:52	4377338765909719	fraud_Connelly PLC	food_dining	232.23	Nicholas	Mcmahon	M	2123 Jonathan Falls Suite 753	Heiskell	TN	37754	36.115	-84.0438	4729	Geologist, wellsite	1982-04-19	fb4074e8f380365776285d0f2a30c824	1350412192	37.037751	-84.195142	0
1193	290744	2020-10-08 10:02:53	583699482621	fraud_Armstrong, Walter and Gottlieb	food_dining	89.81	Jennifer	Jones	F	5572 Kelly Plains Apt. 952	Waupaca	WI	54981	44.3481	-89.1101	15426	Engineer, civil (contracting)	1936-07-22	b6098f989981b3d408fab21cf5171ae6	1381226573	43.39796	-89.290848	0
1194	392856	2019-06-29 01:50:33	630424987505	fraud_Heidenreich PLC	grocery_pos	98.55	Jennifer	Black	F	2870 Bean Terrace Apt. 756	Thomas	WV	26292	39.1505	-79.503	836	Forensic psychologist	1981-08-29	481454d7cc27f313ac4f14f3aad6f14e	1340934633	39.127217	-80.33759	0
1195	923954	2019-12-31 17:54:19	4906628655840914250	fraud_Waelchi-Wolf	kids_pets	27.6	Charles	Moreno	M	838 Franklin Prairie Apt. 902	Key West	FL	33040	24.6557	-81.3824	32891	Town planner	1987-02-13	082f75e9886a996f7606938309791001	1356976459	25.187006	-80.399431	0
1196	225	2019-01-01 02:48:42	6011231546538393	fraud_Kris-Weimann	misc_net	150.61	Johnny	Bennett	M	321 Camacho Causeway	Boonton	NJ	7005	40.9115	-74.414	15269	Psychologist, sport and exercise	1993-07-05	5acfa2203cb3bca4af8184c0e67c8eeb	1325386122	39.913117	-73.587618	0
1197	471258	2020-12-13 16:06:08	6011366578560244	fraud_Romaguera, Cruickshank and Greenholt	shopping_net	3.48	Adam	Stark	M	0912 Mark Fields Apt. 080	Mc Veytown	PA	17051	40.5046	-77.7186	4653	Nutritional therapist	1997-07-01	4999ada1210e10c9fab7a23b7ff80744	1386950768	41.055021	-78.574972	0
1198	992721	2020-02-09 18:59:58	6011197122270059	fraud_Zboncak, Rowe and Murazik	shopping_net	250.81	Vincent	Ward	M	06730 Joshua Isle Suite 555	North Brookfield	MA	1535	42.2665	-72.0821	4680	Field seismologist	1986-04-03	bca08beb8fa4735e3354e070e07d52e7	1360436398	42.098994	-72.541044	0
1199	911045	2019-12-29 07:16:02	4198470814557	fraud_Kovacek, Dibbert and Ondricka	grocery_pos	81.58	Christie	Williamson	F	519 Jerry Views	Avoca	IA	51521	41.4768	-95.3509	2036	Engineering geologist	1971-08-20	c96c9ead512c7794e3e955192c34e52e	1356765362	42.415143	-95.748564	0
1200	813138	2019-12-07 16:17:47	3593399694467427	fraud_Torp, Muller and Borer	health_fitness	98.43	Douglas	Smith	M	85932 Marc Throughway Apt. 080	Knowlesville	NY	14479	43.2363	-78.3138	275	TEFL teacher	1964-08-18	f7e4dfe07dcdbcaf7be389cd7ad9c185	1354897067	42.45555	-79.027743	0
1201	538021	2020-12-28 05:56:28	213113338379864	fraud_Sawayn PLC	shopping_pos	3.66	Larry	Vaughan	M	83555 Melinda Spurs	Kingsville	MD	21087	39.4558	-76.4147	5451	Science writer	1961-12-05	e386e55057b13eabb680b7cd0417af74	1388210188	39.069693	-76.98546	0
1202	292525	2019-05-24 05:14:30	4500002361389	fraud_Lockman, West and Runte	grocery_pos	121.48	Joseph	Nixon	M	86882 Desiree Camp Suite 047	Tyaskin	MD	21865	38.2833	-75.8465	470	Music tutor	1965-04-07	7d746eecb7cac2ba1b1dc1cb89082e5a	1337836470	38.980527	-76.512165	0
1203	476834	2019-07-28 14:37:46	4939976756738216	fraud_Bode-Rempel	kids_pets	66.39	Michelle	Johnston	F	3531 Hamilton Highway	Roma	TX	78584	26.4215	-99.0025	18128	IT trainer	1990-11-07	a42edeb605501fd7e6d70d7d6c02cbd6	1343486266	26.31805	-99.11191	0
1204	700535	2019-10-26 13:17:44	4302480582202074	fraud_Graham and Sons	health_fitness	84.11	David	Rodriguez	M	821 Solis Points	Muskegon	MI	49440	43.2326	-86.2492	128715	Historic buildings inspector/conservation officer	1995-05-25	28f980a938438945f2d9c53aa5b2e88d	1351257464	43.918234000000005	-86.27135899999999	0
1205	675535	2019-10-14 18:00:20	4514242065619750	fraud_Hyatt, Russel and Gleichner	health_fitness	24.42	Janet	Carpenter	F	9870 Collins Flat	Laramie	WY	82072	41.4247	-105.4781	35371	Pilot, airline	1988-09-02	3e67f24ead453a7b2343099f576a5616	1350237620	42.081406	-106.301284	0
1206	624102	2019-09-22 14:28:50	371009169330125	fraud_Kemmer-Buckridge	misc_pos	9.56	Randall	Burgess	M	393 Carroll Route Suite 197	Norman Park	GA	31771	31.2462	-83.6549	5666	Rural practice surveyor	2003-09-14	16cacf3ebf742ad5a0a13cae0c3b3c4b	1348324130	30.376573	-84.31569499999999	0
1207	128296	2020-08-04 17:29:35	6011305591981276	fraud_Baumbach Ltd	personal_care	9.84	Daniel	Jones	M	290 Kathryn Fall	Huntsville	AL	35803	34.6205	-86.551	190178	Engineer, automotive	1959-06-06	2ffec76ad41bb60c51a9188496f6fd00	1375637375	35.003316	-86.556977	0
1208	481018	2020-12-15 06:01:52	6597248210463122	fraud_Roberts-Beahan	misc_pos	18.06	Kyle	Wright	M	610 Samantha Park Suite 149	Whittemore	IA	50598	43.0261	-94.4064	912	Optometrist	1968-05-16	e5b3744c87ac8ba4f07f0b22af77fd27	1387087312	42.948739	-93.935645	0
1209	1257408	2020-06-07 15:47:28	3561212938177173	fraud_Lubowitz-Walter	kids_pets	61.7	Jose	Campbell	M	550 Cunningham Squares	Dadeville	AL	36853	32.8224	-85.7704	8269	Minerals surveyor	1977-01-04	85088dbb2017c27807889b1abda58445	1370620048	31.929133	-85.741272	0
1210	824465	2019-12-09 12:53:33	30270432095985	fraud_Goldner-Lemke	entertainment	1.67	Lisa	Lin	F	908 Brooks Brook	Lomax	IL	61454	40.6761	-91.0391	725	Environmental consultant	1972-11-28	9388e2e10cb405d2df79ec85af30ff6b	1355057613	39.904927	-90.665326	0
1211	500538	2019-08-05 13:33:06	6011626928491360	fraud_Hackett Group	travel	3.29	Heather	Roberts	F	62934 Maria Cliffs Suite 350	Bethel Springs	TN	38315	35.2289	-88.64399999999999	3876	Senior tax professional/tax inspector	1960-11-19	16d53e6730bb94f9614ce60df06110d3	1344173586	34.957551	-89.18786300000001	0
1212	959152	2020-01-20 17:26:03	30364087349027	fraud_Renner Ltd	home	70.51	Samuel	Sandoval	M	0005 Morrison Land	Mounds	OK	74047	35.8896	-96.0887	7163	Fitness centre manager	1982-02-05	01c8bfddbdc630be7aa0e728391ba11c	1358702763	36.569339	-95.546092	0
1213	886453	2019-12-23 09:27:57	4933461930348832	fraud_Harber Inc	gas_transport	69.93	Richard	Carter	M	5097 Martin Ridges	Minneapolis	MN	55403	44.9673	-93.2828	1022298	Chemical engineer	1976-09-29	3d4d2827d1a49304a23453ecb19e7d16	1356254877	44.088106	-92.80474	0
1214	76512	2019-02-14 20:44:48	3560797065840735	fraud_Bruen-Yost	misc_pos	50.08	Janet	Turner	F	0925 Lang Extensions	Shields	ND	58569	46.1838	-101.2589	77	Film/video editor	1989-12-17	8d85372164cc00d6889defe9a63e0dbf	1329252288	45.798337	-100.932827	0
1215	834173	2019-12-12 00:21:14	3511378610369890	fraud_Cole PLC	grocery_pos	54.74	James	Cooper	M	663 Ramirez Trace Apt. 951	Huntsville	AL	35811	34.7789	-86.5438	190178	Television production assistant	1973-04-01	b11ee205268016581cb22784945072e1	1355271674	34.734844	-87.328949	0
1216	231610	2020-09-12 22:59:25	377113842678100	fraud_Kling-Ernser	entertainment	73.77	Billy	Gallagher	M	673 Delgado Burg	Greenwich	NJ	8323	39.4055	-75.3209	804	Insurance risk surveyor	1965-03-25	3b345e6ffb553a701c7cac2e9d38fecd	1379026765	38.529948	-75.688023	0
1217	276714	2020-10-02 12:43:36	30238755902988	fraud_Reichel, Bradtke and Blanda	travel	8.17	Danielle	Yu	F	5395 Colon Burgs Suite 037	Thrall	TX	76578	30.592	-97.2893	1766	Press sub	1976-01-02	038fa674e0a2b42338bef38d17d15b66	1380717816	30.990271000000003	-98.157384	0
1218	717495	2019-11-02 20:56:59	4492491748959010	fraud_Mayert Group	shopping_pos	117.83	Jonathan	Byrd	M	5554 Mack Meadows	Premier	WV	24878	37.3752	-81.6539	337	Advice worker	1986-10-17	4671b46063c4e0f888bb1efa95c95766	1351889819	37.531915000000005	-81.88345600000001	0
1219	403996	2020-11-27 11:01:15	30343344410970	fraud_Osinski, Ledner and Leuschke	grocery_pos	110.69	Jacob	Dawson	M	663 Anna Plaza	Marienville	PA	16239	41.4622	-79.1306	4172	Copywriter, advertising	1962-03-20	80ec4bbcef9ae43463fe4fae3368acb9	1385550075	41.321378	-79.539498	0
1220	108222	2019-03-03 13:04:02	180094419304907	fraud_Bins, Balistreri and Beatty	shopping_pos	2.0	Sharon	Smith	F	17666 David Valleys	Sun City	CA	92585	33.7467	-117.1721	54287	Designer, exhibition/display	1972-09-22	8bb9250e7ccd860ef782a52d3090316d	1330779842	34.243534000000004	-116.530329	0
1221	675947	2019-10-14 20:42:57	675945690716	fraud_Dibbert-Green	entertainment	25.64	Ellen	Smith	F	285 George Lake	Beaver Falls	PA	15010	40.7687	-80.3592	28425	Podiatrist	2000-06-09	5d0d282ab5177c931054c6d7b387d85c	1350247377	40.843036	-80.78922	0
1222	653238	2019-10-05 16:29:39	36078114201167	fraud_Bahringer Group	health_fitness	3.21	Christopher	Horn	M	956 Sanchez Highway	Mallie	KY	41836	37.2692	-82.9161	798	Facilities manager	1926-06-26	69b7386dec4d4571ed50c0048b8d54ac	1349454579	38.144174	-83.893027	0
1223	460734	2019-07-22 13:11:29	30197398657930	fraud_Reichel LLC	personal_care	93.13	April	Johnson	F	9727 Deleon Mountain	Creedmoor	NC	27522	36.1124	-78.6476	12335	Chief Strategy Officer	1987-09-19	4f7c891e7c8ef32ff4bbd7ce91e6a83c	1342962689	36.157817	-77.71003499999999	0
1224	479958	2019-07-29 09:26:19	4505383113689	fraud_Kuhic LLC	shopping_net	5.92	Alicia	Hawkins	F	507 John Overpass Suite 424	Harwood	MD	20776	38.8582	-76.6145	3289	Quantity surveyor	1933-03-15	2fb93efc28b18c4a1816747d883dcea1	1343553979	39.534866	-75.918525	0
1225	510492	2020-12-21 20:27:41	30273037698427	fraud_Pouros-Haag	shopping_pos	151.25	Andrew	Patterson	M	06959 Stephen Branch Suite 246	Thida	AR	72165	35.5762	-91.4539	111	Careers information officer	2000-06-13	dd23ae4e7733cd23635a6a5272dc68e4	1387657661	34.763575	-90.885485	0
1226	598449	2019-09-11 00:05:48	4980323467523543940	fraud_Jacobi and Sons	shopping_pos	38.16	Patrick	Massey	M	7812 Shane Shoals Apt. 607	North Haverhill	NH	3774	44.0978	-72.0191	1966	Structural engineer	1947-10-27	68916b98401b242029b1589eaeb907d5	1347321948	44.909211	-72.00437099999999	0
1227	233880	2020-09-13 19:27:48	676281772837	fraud_Jakubowski Inc	home	88.39	Alicia	Bishop	F	222 Freeman Islands	Whigham	GA	39897	30.8836	-84.3246	3430	Editor, commissioning	1950-03-25	ae0e6195ec0f94f3d33af6700021c7e8	1379100468	30.267894	-83.995306	0
1228	77370	2019-02-15 14:11:45	374821819075109	fraud_Bogisich-Weimann	kids_pets	85.72	Zachary	Boone	M	3703 Benson Wells	Palmyra	NY	14522	43.0622	-77.2218	9565	Exhibition designer	1927-12-11	26016a072a7044cfa535eeef310507c9	1329315105	42.761555	-77.733424	0
1229	120354	2020-08-02 16:39:13	3533742182628021	fraud_Kulas Group	health_fitness	38.65	Robert	Haynes	M	857 Aaron Circles Suite 398	Johns Island	SC	29455	32.8357	-79.8217	20478	Materials engineer	1997-06-04	eceb650809432f8c2a169e8a2b3a1bc6	1375461553	33.267939	-80.407927	0
1230	511301	2020-12-21 22:47:46	3589255887819806	fraud_Connelly-Carter	home	57.03	David	Miller	M	622 Bradley Knoll Apt. 758	Hancock	MD	21750	39.6991	-78.1762	3766	Press photographer	1984-02-14	c7acd9a51df804cf547e7858ed2fdcff	1387666066	40.483599	-77.775503	0
1231	255384	2019-05-06 23:05:04	4379260813815979609	fraud_Haley, Batz and Auer	health_fitness	69.99	Thomas	Jenkins	M	93914 Gregory Via	Oakland	CA	94619	37.7878	-122.1884	381459	Barista	1974-01-03	fe0306a33949f1fb98c86656439f79e7	1336345504	37.704098	-122.352098	0
1232	964146	2020-01-24 10:13:47	676281772837	fraud_Thiel-Thiel	entertainment	4.09	Alicia	Bishop	F	222 Freeman Islands	Whigham	GA	39897	30.8836	-84.3246	3430	Editor, commissioning	1950-03-25	1adeaf52a20211ca96b3c2696e494723	1359022427	31.873467	-83.55179	0
1233	537440	2020-12-28 03:06:22	4740713119940984	fraud_Bailey-Morar	grocery_pos	99.18	Heather	Hines	F	13776 Hicks Plains	Pomona	NY	10970	41.1901	-74.0436	9993	Pensions consultant	1962-10-16	622eeb70f09aa95e780e3007e7248a85	1388199982	41.597755	-73.755093	0
1234	965359	2020-01-25 03:53:37	4302480582202074	fraud_Tillman, Dickinson and Labadie	gas_transport	66.48	David	Rodriguez	M	821 Solis Points	Muskegon	MI	49440	43.2326	-86.2492	128715	Historic buildings inspector/conservation officer	1995-05-25	ee6600c79f49b2b9501f1147ee6aa9c1	1359086017	42.872069	-85.251047	0
1235	843023	2019-12-14 08:30:02	213124978348176	fraud_Heathcote, Yost and Kertzmann	shopping_net	4.81	Steven	Arnold	M	079 Chelsea Rest	Belfast	NY	14711	42.32	-78.0943	1766	Mechanical engineer	1962-06-04	a73dad62568625535ab1c2d8085d90d0	1355473802	41.693222	-78.934155	0
1236	244547	2020-09-18 08:35:31	503874407318	fraud_Robel, Cummerata and Prosacco	gas_transport	90.17	Andrew	Mcgee	M	4130 Tiffany Glen Apt. 562	San Antonio	TX	78248	29.5894	-98.5201	1595797	Exhibition designer	1975-12-28	7d187687b6487ee85c08c46907161875	1379493331	28.674968	-98.965663	0
1237	658423	2019-10-07 09:24:50	4457732997086323466	fraud_Kassulke PLC	shopping_net	114.9	Stanley	Mayo	M	3433 Jones Branch	Fiddletown	CA	95629	38.5234	-120.6763	832	Immigration officer	1987-05-19	c85ec4d74a98a0f65bd2649c91228ba7	1349601890	39.368119	-121.424832	0
1238	569907	2019-08-30 18:38:30	4561546772499	fraud_Denesik, Powlowski and Pouros	home	26.3	Daniel	Briggs	M	7118 Jessica Unions Apt. 789	Moriarty	NM	87035	34.9889	-106.0609	7268	Therapist, art	1988-08-04	a763fba8a0d26b3aaf38535d1b0b2208	1346351910	34.811851000000004	-105.43364	0
1239	147193	2020-08-11 11:45:47	4998109455173950	fraud_Rowe, Batz and Goodwin	grocery_pos	187.55	Mary	Pruitt	F	2819 Luke Greens Suite 563	Kansas City	MO	64114	38.9621	-94.5959	545147	Counsellor	1987-11-18	948d0f4ac673e8e57bc2e3daa9ab3d0a	1376221547	38.282841	-95.138172	0
1240	523438	2020-12-24 20:27:26	4651007077623147	fraud_Roob-Okuneva	health_fitness	63.88	Andrea	Lewis	F	43075 Cohen Shoals	Ashford	WA	98304	46.7531	-121.9898	759	Video editor	1956-09-14	7a6691601dbac70c88dd7fa175b4fd78	1387916846	47.188761	-121.335958	0
1241	655110	2019-10-06 07:42:12	4191109180926792	fraud_Collier Inc	grocery_net	79.12	Jennifer	Spencer	F	477 Wheeler Burg	Amanda	OH	43102	39.6251	-82.7552	4512	Farm manager	1992-10-03	644b6f4c7a199a333b91deacfc118b60	1349509332	39.357205	-82.702158	0
1242	875177	2019-12-21 12:37:39	4129767952109660	fraud_Heathcote, Yost and Kertzmann	shopping_net	3.56	Cheryl	Ballard	F	248 James Squares Apt. 838	Halstad	MN	56548	47.3551	-96.798	771	Scientist, audiological	1972-06-14	13bd0fbc00e82a57a4c8028d3b6d6509	1356093459	46.8499	-96.114081	0
1243	503442	2019-08-06 13:19:57	213174467670432	fraud_Hettinger, McCullough and Fay	home	29.62	James	Bishop	M	7055 Fernandez Estates Apt. 676	Cecilton	MD	21913	39.4015	-75.8654	663	Podiatrist	1969-01-14	174c7fb44b331a94fb23eccc9b65745e	1344259197	39.073867	-75.955134	0
1244	1002096	2020-02-15 16:39:21	3556613125071656	fraud_Stamm-Witting	shopping_net	9.42	Jose	Vasquez	M	572 Davis Mountains	Lake Jackson	TX	77566	29.0393	-95.4401	28739	Futures trader	1999-12-27	b03c2431ba6f6c03a25f35a4375e7fc2	1360946361	29.686547	-94.864657	0
1245	845186	2019-12-14 17:57:02	4040099974063068803	fraud_Stark-Koss	home	85.29	Jeffrey	Lewis	M	24255 Bryan Square	Palermo	ND	58769	48.3396	-102.24	229	Administrator	1983-03-20	045fab63372c03f91964454bce0e8647	1355507822	47.436627	-102.816524	0
1246	17897	2019-01-11 18:53:21	213175487106448	fraud_Jakubowski Group	food_dining	99.5	Diane	Jackson	F	682 Mills Way Apt. 814	Rule	TX	79548	33.0771	-99.959	932	Physicist, medical	1954-12-10	330ff0ff7628e228cb66a85e2822023f	1326308001	32.93007	-100.674539	0
1247	37142	2020-07-04 11:26:56	4956828990005111019	fraud_Kuphal-Bartoletti	misc_net	4.38	Kenneth	Robinson	M	269 Sanchez Rapids	Elizabeth	NJ	7208	40.6747	-74.2239	124967	Operational researcher	1980-12-21	a592c4c128762adfe2d35e1dc77003ad	1372937216	40.852538	-73.854848	0
1248	40751	2019-01-24 23:42:01	6538441737335434	fraud_Herman, Treutel and Dickens	misc_net	74.66	Gina	Grimes	F	444 Robert Mews	Clarks Mills	PA	16114	41.3851	-80.1752	606	Energy manager	1997-09-22	5c425e92ed98085c2a0fa0cd39fcf31d	1327448521	41.229343	-80.322266	0
1249	451275	2020-12-08 14:52:07	2720433095629877	fraud_Schumm, McLaughlin and Carter	food_dining	10.09	Mark	Wood	M	854 Walker Dale Suite 488	Bowdoin	ME	4287	44.0575	-69.9656	3224	Engineer, electronics	1997-08-22	d82809a8e826caeb08122a6b6a9f64c0	1386514327	44.144934	-69.719312	0
1250	396611	2020-11-23 20:26:39	30131826429364	fraud_Graham, Hegmann and Hammes	food_dining	132.97	Brianna	Foley	F	57256 Raymond Ports	Knoxville	TN	37932	35.9335	-84.1481	391389	Designer, industrial/product	1994-04-22	847b7c3c5713ecdeca42fc74403f5118	1385238399	36.595654	-84.617769	0
1251	513498	2019-08-10 18:15:50	4859525594182537	fraud_Emmerich-Rau	personal_care	19.61	Rebecca	Farley	F	383 Long Islands	Downsville	NY	13755	42.0716	-75.0152	1228	Psychotherapist, child	1990-02-25	70fb0a9e4f1632d5a2ad1f6f16ddaa89	1344622550	41.24679	-75.769473	0
1252	178803	2020-08-23 10:48:46	180069253480336	fraud_Cremin, Hamill and Reichel	misc_pos	39.23	William	Hunter	M	5036 Victoria Ports Suite 249	Emporium	PA	15834	41.5177	-78.2536	4533	Public affairs consultant	1969-11-01	d8fa2da7439dd8f0c37c6bc00cec47c7	1377254926	41.181782	-78.539567	0
1253	1198606	2020-05-16 09:37:02	4158945090781624	fraud_Casper, Hand and Zulauf	grocery_pos	60.49	Justin	Bell	M	5323 Walker Island	Pittsburgh	PA	15217	40.4308	-79.9205	687276	Scientist, marine	1973-10-19	026a3ff2e84ad5a7de28c2cdc616cb95	1368697022	40.159705	-80.353964	0
1254	230668	2020-09-12 12:54:07	2288813824604479	fraud_Schoen-Quigley	kids_pets	35.16	Barbara	Norman	F	6278 Stephanie Unions	New York City	NY	10039	40.8265	-73.9383	1577385	Herbalist	1981-08-29	91a1f24d779c20fffa831bb3dfa0efec	1378990447	41.491725	-73.43141	0
1255	541974	2019-08-19 23:03:07	180049032966888	fraud_Collier LLC	home	75.09	Michael	Flores	M	70761 Fitzpatrick Brooks Suite 631	Saxon	WI	54559	46.4959	-90.4383	795	Television/film/video producer	1986-04-15	7b046ca0b23f8eaf49795c355bf73972	1345417387	47.036063	-90.368975	0
1256	1201644	2020-05-17 16:46:44	6597888193422452	fraud_Schuppe-Schuppe	food_dining	127.56	Bill	Lane	M	4725 Hurst Curve Apt. 634	Holliday	TX	76366	33.6751	-98.6576	2317	Chief Technology Officer	1964-08-23	9555a0edc7e8bf670c1316981e117ba2	1368809204	33.199718	-98.398621	0
1257	1092454	2020-03-30 10:09:08	4586810168620942	fraud_Luettgen PLC	gas_transport	66.68	Michelle	Gregory	F	6983 Carrillo Isle	Edisto Island	SC	29438	32.5486	-80.307	2408	Sales professional, IT	1997-07-05	4abc38ce9a97b7ca334f4e53992f3a56	1364638148	33.034420000000004	-79.74414200000001	0
1258	14973	2019-01-09 14:00:36	3593118134380341	fraud_Schoen-Quigley	kids_pets	28.42	Laura	Casey	F	6114 Moran Way	Steuben	ME	4680	44.4971	-67.9503	1131	Make	1959-05-10	c18cbf3f0d928fa993c2403b59602727	1326117636	43.622018	-67.336079	0
1259	216412	2019-04-20 15:08:55	4926376199189801	fraud_Barrows PLC	shopping_pos	7.88	Claire	Davis	F	83685 Matthew Center Suite 870	Cherokee Village	AR	72529	36.3011	-91.5281	4726	Pharmacologist	1977-06-07	2dd98ea40c5f65714fa8f6cf6d1562df	1334934535	35.962015	-90.830691	0
1260	678448	2019-10-16 09:05:29	3502088871723054	fraud_Rau and Sons	grocery_pos	22.1	Scott	Martin	M	31472 Cody Place Suite 740	Kensington	MD	20895	39.0298	-77.0793	19054	Operations geologist	1976-09-08	56d81029ba545506d55a9c42dd38588b	1350378329	38.695189	-77.742113	0
1261	1064829	2020-03-17 17:23:11	30026790933302	fraud_Kutch-Wilderman	home	57.15	John	Peters	M	555 Michael Burgs	Mayersville	MS	39113	32.9013	-91.0286	595	Technical brewer	1979-09-03	484151e2c20a84b2dae5fd7a59eea252	1363540991	32.443267	-90.64676	0
1262	58654	2020-07-11 22:59:00	2450829271795901	fraud_Becker, Harris and Harvey	personal_care	1.95	Timothy	Kirby	M	7309 Sophia Causeway Suite 702	Sauk Rapids	MN	56379	45.604	-94.1591	16163	Hydrographic surveyor	1987-02-22	af4ac82674e88a81032d7ce3d8bba35d	1373583540	45.555485	-94.615462	0
1263	761294	2019-11-22 08:31:59	5559857416065248	fraud_Tillman, Dickinson and Labadie	gas_transport	49.04	Jack	Hill	M	5916 Susan Bridge Apt. 939	Grenada	CA	96038	41.6125	-122.5258	589	Systems analyst	1945-12-21	6e7eb655ba56effb3449c05dbab810cd	1353573119	40.642157	-123.227829	0
1264	211194	2020-09-03 17:35:17	345933964507467	fraud_Hermiston, Pacocha and Smith	health_fitness	68.75	Carol	Dillon	F	27479 Reeves Dale	Whaleyville	MD	21872	38.4121	-75.2811	718	Regulatory affairs officer	1985-03-19	58e12ad7dbfdc5cfecaa16b193ac0848	1378229717	38.817291	-75.04981	0
1265	127141	2019-03-11 11:23:58	213175487106448	fraud_Raynor, Feest and Miller	gas_transport	57.93	Diane	Jackson	F	682 Mills Way Apt. 814	Rule	TX	79548	33.0771	-99.959	932	Physicist, medical	1954-12-10	7b8f67339f6d663adcaa15f6e10e2978	1331465038	32.903012	-99.298462	0
1266	214844	2019-04-19 23:23:03	370877495212014	fraud_Nolan-Williamson	kids_pets	14.87	Sarah	Clark	F	25961 Beverly Union Apt. 042	North Wilkesboro	NC	28659	36.2017	-81.1286	21134	Dispensing optician	1984-03-06	fa65087460e9568b42a46ebf230fc3f5	1334877783	37.026858	-80.79257	0
1267	585884	2019-09-05 19:27:39	4855853415727304322	fraud_Emmerich-Rau	personal_care	83.97	Justin	Aguilar	M	184 Miller Manors	Wittenberg	WI	54499	44.8232	-89.1665	3223	Senior tax professional/tax inspector	1954-06-30	768bb4b60e9f385e49715776cf09b321	1346873259	45.381187	-88.240323	0
1268	74041	2020-07-17 01:24:38	501882822387	fraud_Berge LLC	gas_transport	82.31	Melissa	Phillips	F	5069 Scott Pass Apt. 654	Meadville	MS	39653	31.4285	-90.8578	2799	Therapist, horticultural	1961-01-21	75251277398841a536d9f1b275c4119e	1374024278	31.873963	-89.935322	0
1269	300863	2020-10-12 19:20:37	4178097073221156	fraud_Schuppe-Schuppe	food_dining	22.29	Jill	Flores	F	639 Cruz Islands	Baroda	MI	49101	41.9488	-86.4913	3104	Horticulturist, commercial	1981-03-29	0f946581c3c920e4b16a6db27712e27f	1381605637	41.154704	-86.97440300000001	0
1270	239516	2020-09-15 14:53:18	676372984911	fraud_Kutch-Ferry	home	30.86	Vicki	Mendoza	F	3645 Atkins Island Apt. 238	Esbon	KS	66941	39.7562	-98.4462	242	Tourism officer	1987-07-18	2baaf0d54e1ef145e6b2593e06154056	1379256798	38.997161	-99.28717	0
1271	492828	2020-12-18 03:51:42	4018105808392773675	fraud_Schaefer, McGlynn and Bosco	gas_transport	52.23	Katherine	Love	F	5884 Sandoval Square Apt. 371	Allenhurst	NJ	7711	40.2367	-74.0067	1533	Administrator, charities/voluntary organisations	1935-04-15	788243b83a1ea78e6ff387d20e49b6e0	1387338702	40.330435	-73.834652	0
1272	875612	2019-12-21 14:14:13	3573030041201292	fraud_Douglas, Schneider and Turner	shopping_pos	8.31	Joanne	Williams	F	3638 Marsh Union	Altonah	UT	84002	40.3207	-110.436	302	Sales professional, IT	1990-01-17	f47d1705714d5d3155939a0bb1cda826	1356099253	40.146048	-110.263539	0
1273	1294588	2020-06-20 18:17:28	3535808924394848	fraud_Hagenes, Kohler and Hoppe	food_dining	52.68	Matthew	Myers	M	4936 Michelle Points	Tower Hill	IL	62571	39.39	-88.9597	1532	Radio broadcast assistant	1980-01-09	6272f4fc7590d17747eba266619c01be	1371752248	40.329982	-88.66091999999999	0
1274	550306	2019-08-23 20:40:04	3560797065840735	fraud_Zemlak, Tillman and Cremin	personal_care	4.43	Janet	Turner	F	0925 Lang Extensions	Shields	ND	58569	46.1838	-101.2589	77	Film/video editor	1989-12-17	bb38233288a3814b29daae9fe65c337e	1345754404	46.398019	-101.619356	0
1275	911687	2019-12-29 10:25:57	376656886990758	fraud_Deckow-O'Conner	grocery_pos	54.43	Richard	Vance	M	169 Shelia Knoll Suite 753	Zavalla	TX	75980	31.1569	-94.3871	2836	Designer, jewellery	1985-12-03	49900e018ed122887d824400e548d2a4	1356776757	30.544017	-94.489115	0
1276	1030276	2020-03-02 21:25:44	4457732997086323466	fraud_Heaney-Marquardt	entertainment	74.83	Stanley	Mayo	M	3433 Jones Branch	Fiddletown	CA	95629	38.5234	-120.6763	832	Immigration officer	1987-05-19	6a4516d4310aded02e5c039533290056	1362259544	37.583162	-120.750508	0
1277	1170628	2020-05-03 22:54:48	4358137750029944984	fraud_Turcotte, Batz and Buckridge	health_fitness	82.23	Dawn	Stephens	F	91542 Marissa Shores Apt. 053	Oran	IA	50664	42.7012	-92.0762	53	Sports administrator	1972-10-05	9810205ba6a4e98cceb2255327fbe6da	1367621688	42.76358	-92.85248	0
1278	280320	2020-10-04 06:34:47	375248307838179	fraud_Kihn Inc	shopping_pos	2.37	Joshua	Mendoza	M	4215 Miranda Field Suite 326	Tallmansville	WV	26237	38.8564	-80.158	571	Accounting technician	1967-09-16	e8d8bdb91f640d3a059d557823e4f8e4	1380868487	39.025092	-79.383863	0
1279	138917	2020-08-09 06:03:56	4538566639857	fraud_Cartwright-Harris	grocery_pos	77.33	Jerry	Kelly	M	3539 Mckenzie Stream	Fairview	NJ	7022	40.817	-74.0	13835	Programmer, multimedia	1967-05-28	1cc1b6e50e0155a3eaff1976a6b69727	1376028236	41.471799	-74.089731	0
1280	402900	2020-11-26 18:45:16	4666314527820883145	fraud_Lesch, D'Amore and Brown	food_dining	57.05	Guy	Thompson	M	5812 Ramos Oval Suite 598	Ravenna	NE	68869	41.0233	-98.9041	2202	Solicitor, Scotland	1974-06-21	c3ab6bd1dee4224a149be620a24b8766	1385491516	40.909081	-97.94094	0
1281	332378	2019-06-07 12:45:01	4344955088481397	fraud_Block-Hauck	travel	487.05	Christopher	Rodgers	M	30587 Fox Shores Apt. 627	Fenelton	PA	16034	40.8555	-79.7372	2054	Communications engineer	1976-09-29	d3b0c4fe18d9e51e41fd0821f6dbf4df	1339073101	40.900661	-80.153367	0
1282	107392	2020-07-28 11:48:42	6595970453799027	fraud_Osinski, Ledner and Leuschke	grocery_pos	136.54	Gina	Gomez	F	72030 Shelton Crossing Apt. 742	Stirling	NJ	7980	40.6774	-74.4968	2307	Science writer	1969-09-11	a46cf74ed602946d48e7c3ceb626a418	1375012122	40.088604	-73.828298	0
1283	32135	2019-01-20 07:14:32	379141394109214	fraud_Marks Inc	gas_transport	55.91	Gerald	Anthony	M	252 Melissa Rapids Suite 944	Monetta	SC	29105	33.8084	-81.5956	1514	Chief Strategy Officer	1966-12-15	0353425ba442321583eb4861e4e9e2da	1327043672	33.649931	-82.404449	0
1284	130850	2019-03-13 07:09:17	676369110710	fraud_Schumm, Bauch and Ondricka	grocery_pos	47.35	David	Wolfe	M	81261 Garcia Underpass Suite 741	Southfield	MI	48034	42.4969	-83.2911	75830	Engineer, automotive	1974-12-28	32e17e487bc2a1ef9474bade6c9d1469	1331622557	41.690717	-83.329497	0
1285	521240	2020-12-24 04:28:10	4926376199189801	fraud_Dooley-Thompson	misc_net	14.54	Claire	Davis	F	83685 Matthew Center Suite 870	Cherokee Village	AR	72529	36.3011	-91.5281	4726	Pharmacologist	1977-06-07	cdb4af559781623ec0f49c71f5a4e718	1387859290	36.646042	-91.015405	0
1286	374091	2019-06-22 08:03:50	2297447006766555	fraud_Cummerata-Jones	gas_transport	73.43	Laura	Walker	F	611 Michael Rue	Cisco	IL	61830	39.9972	-88.6962	478	Landscape architect	1960-01-13	75dfba72d009e71a5e6240bbb15b4bb5	1340352230	39.888014	-88.512825	0
1287	135978	2019-03-16 00:59:03	6011706277606006	fraud_Sporer Inc	gas_transport	54.01	Scott	Sullivan	M	776 Martin Ridge	Newton	NH	3858	42.8678	-71.042	4603	Therapist, music	1952-12-07	d7bb1d5206d4caa23c775744c5ae6beb	1331859543	42.648443	-71.828462	0
1288	590607	2019-09-07 22:38:58	213186334552049	fraud_Carroll PLC	health_fitness	9.21	Andrea	Perkins	F	37426 Olson Villages	Irvine	PA	16329	41.8117	-79.2643	528	Chief Marketing Officer	1972-09-13	b3e78b5102f02ec9400f246229f1be4a	1347057538	42.300990000000006	-79.519706	0
1289	1002503	2020-02-15 20:31:02	4646845581490336108	fraud_Erdman-Schaden	personal_care	47.86	Julia	Bell	F	576 House Crossroad	West Sayville	NY	11796	40.732	-73.1	4056	Film/video editor	1990-06-25	46b7f10413e797f756ad30296cc4b1b2	1360960262	41.63929	-72.70705699999999	0
1290	523530	2020-12-24 21:01:31	4198470814557	fraud_Heathcote, Yost and Kertzmann	shopping_net	7.03	Christie	Williamson	F	519 Jerry Views	Avoca	IA	51521	41.4768	-95.3509	2036	Engineering geologist	1971-08-20	67c95410b4efda9bd4f749343c615272	1387918891	42.205468	-95.927245	0
1291	784154	2019-12-01 01:46:50	372509258176510	fraud_Maggio-Fahey	misc_pos	14.19	Kristen	Hanson	F	26544 Andrea Glen	Goodrich	MI	48438	42.9147	-83.4845	6951	Learning disability nurse	1985-06-18	3a032bfdd3801114daacb1748f347ac0	1354326410	41.970969	-82.876968	0
1292	719356	2019-11-03 13:07:28	36721445180895	fraud_Cartwright PLC	kids_pets	4.07	Cesar	Smith	M	901 Ariel Points	Jefferson	NY	12093	42.4999	-74.6117	1666	Diagnostic radiographer	1968-07-01	7cb62bc2067b059d6e2c460a77b17c9f	1351948048	41.545345000000005	-74.14345	0
1293	885577	2019-12-23 04:57:28	377895991033232	fraud_Bernhard Inc	gas_transport	81.66	Kimberly	Myers	F	6881 King Isle Suite 228	Higganum	CT	6441	41.4682	-72.5751	5438	Librarian, academic	1964-11-17	0ee7b6a8be6011a0960169c3a8e0f8ad	1356238648	40.678036	-73.46818	0
1294	836236	2019-12-12 15:26:02	630423337322	fraud_Prosacco, Kreiger and Kovacek	home	2.46	Stephanie	Gill	F	43039 Riley Greens Suite 393	Orient	WA	99160	48.8878	-118.2105	149	Special educational needs teacher	1978-06-21	2fc05f84f59bf39fda49aa3495a80335	1355325962	47.924617	-119.021957	0
1295	368351	2020-11-10 22:00:17	4497913965512794052	fraud_Kutch-Wilderman	home	49.64	Scott	Edwards	M	838 Amy Street Suite 107	Pembroke	NC	28372	34.6902	-79.1834	14783	Hospital doctor	1955-11-07	29a38a7adbaad8affcb4b01adef2e86e	1384120817	33.930511	-79.347757	0
1296	330278	2019-06-06 15:17:23	4400011257587661852	fraud_Langworth LLC	personal_care	84.98	Marissa	Powell	F	474 Allen Haven	North Loup	NE	68859	41.4972	-98.7858	509	Nurse, children's	1980-09-15	f79d282817284a6ef9787664d99c7324	1338995843	41.169649	-99.689595	0
1297	1107069	2020-04-05 21:49:47	3595192916105588	fraud_Dare-Gibson	health_fitness	40.85	Dustin	Roberts	M	3283 James Station	Fayetteville	NC	28314	35.0583	-79.008	238602	Scientist, research (maths)	1993-05-14	4adc518f753eda916ceff343d70be1d3	1365198587	35.921487	-79.297223	0
1298	59281	2020-07-12 04:11:49	30273037698427	fraud_Harber Inc	gas_transport	72.94	Andrew	Patterson	M	06959 Stephen Branch Suite 246	Thida	AR	72165	35.5762	-91.4539	111	Careers information officer	2000-06-13	47c882cea2629b79f6094e6508f3fa54	1373602309	35.57076	-92.291995	0
1299	425265	2020-12-02 23:24:07	6011438889172900	fraud_Boehm, Predovic and Reinger	misc_pos	266.58	Allison	Allen	F	40624 Rebecca Spurs	De Witt	AR	72042	34.2853	-91.3336	5161	Electrical engineer	1993-04-08	8f62761ccf7dddea3164cbc9b1b69f56	1386026647	33.459807	-91.109832	0
1300	358788	2020-11-07 17:14:56	375974680629816	fraud_Schiller Ltd	personal_care	29.83	Roberta	Mccarthy	F	94431 Matthew Mall Suite 296	Plymouth	CT	6782	41.6611	-73.0449	2376	Herpetologist	1973-04-06	cab52242447a4f1bc5acfa308531411b	1383844496	41.211945	-72.896043	0
1301	1062133	2020-03-16 20:09:56	4147608975828480	fraud_Waters-Cruickshank	health_fitness	27.01	Edward	Tapia	M	354 Gutierrez Gateway	Comfrey	MN	56019	44.1111	-94.9134	914	Health and safety adviser	1944-07-26	d162be6d8a08c6d2ad98eac99ad01fd8	1363464596	44.511289	-94.410436	0
1302	346604	2019-06-12 00:08:57	581293083266	fraud_Connelly, Reichert and Fritsch	gas_transport	72.46	William	Thomas	M	39227 Mcpherson Shoals	Lahoma	OK	73754	36.385	-98.0727	1078	Podiatrist	1989-10-06	8c0aa27a14ac1f814a8f8ef61b47fa38	1339459737	36.282689000000005	-97.128764	0
1303	679203	2019-10-16 18:56:07	38295635583927	fraud_Pouros, Walker and Spencer	kids_pets	52.7	Candice	Brown	F	9412 Harris Mews	O Brien	TX	79539	33.3749	-99.8473	178	Warden/ranger	1983-06-14	f4289da34d67e507bbd9e30dea8706ad	1350413767	32.811484	-99.445787	0
1304	146659	2020-08-11 07:37:58	376028110684021	fraud_Cole PLC	grocery_pos	95.34	Aaron	Murray	M	624 Hale Springs Apt. 572	Meadville	MO	64659	39.7795	-93.3014	964	Tourist information centre manager	1974-12-23	8a93cd846d36f3da9ec4cfe06f7de288	1376206678	39.897885	-93.735861	0
1305	222862	2019-04-22 16:51:03	6538441737335434	fraud_Kilback and Sons	entertainment	163.04	Gina	Grimes	F	444 Robert Mews	Clarks Mills	PA	16114	41.3851	-80.1752	606	Energy manager	1997-09-22	c79d01be882d2fb1ee3c5c91e852ec0a	1335113463	40.586239	-80.543883	0
1306	401746	2020-11-26 01:35:11	3517527805128735	fraud_Schmitt Inc	gas_transport	82.56	Tracy	Conway	F	6778 Campos Field	Bonfield	IL	60913	41.1573	-88.0619	1617	Medical secretary	1990-04-25	22c65f4b46f88e72329ed2b4830f3e85	1385429711	42.013323	-88.92021	0
1307	224770	2020-09-09 03:44:05	4908846471916297	fraud_Corwin-Collins	gas_transport	57.45	Lauren	Torres	F	03030 White Lakes	Grandview	TX	76050	32.2779	-97.2351	5875	Radiographer, therapeutic	1992-07-24	5b595e8be981b96cc0c46f236f7b81fb	1378698245	31.672725	-97.80689	0
1308	625043	2019-09-22 20:16:06	3559160581764413	fraud_Labadie LLC	personal_care	78.41	Allen	Bell	M	70147 Amanda Fields	Saint Bonaventure	NY	14778	42.2701	-78.6847	1453	Toxicologist	1974-02-15	5389f717bfc030b3a1ed27c0c74ad38b	1348344966	42.517128	-79.117639	0
1309	564495	2019-08-28 11:57:51	3581130339108561	fraud_Morar Inc	grocery_net	57.29	Gregory	Wood	M	622 Robert Summit	Akron	OH	44307	41.0695	-81.5488	272134	Call centre manager	1964-03-15	452e5d4a55be6cc8e3fa0256a0c83596	1346155071	41.00475	-82.077833	0
1310	1099574	2020-04-02 05:30:05	4198470814557	fraud_Cummerata-Jones	gas_transport	53.84	Christie	Williamson	F	519 Jerry Views	Avoca	IA	51521	41.4768	-95.3509	2036	Engineering geologist	1971-08-20	dce84f1624e081f1bab25b135db5a1ce	1364880605	41.439873	-95.181873	0
1311	79397	2019-02-16 22:21:32	374930071163758	fraud_Marvin-Lind	personal_care	4.94	Daniel	Escobar	M	61390 Hayes Port	Romulus	MI	48174	42.2203	-83.3583	31515	Police officer	1971-11-05	ea1d3bc3e700d3122abc6c54135023f9	1329430892	41.942746	-83.531959	0
1312	583925	2019-09-04 17:59:38	4265776278887457	fraud_Schumm, McLaughlin and Carter	food_dining	129.69	Christine	Best	F	68248 Deanna Land	Enola	AR	72047	35.2087	-92.2123	969	Physicist, medical	1954-01-05	bfaa5758f6af7a65432b97a2d11b2e10	1346781578	35.0285	-93.072569	0
1313	571377	2019-08-31 07:09:22	4099707841315751	fraud_Trantow PLC	grocery_net	57.01	James	Stephens	M	1166 Castillo Mountains	Ruckersville	VA	22968	38.2586	-78.4074	9815	Designer, ceramics/pottery	1975-07-07	3d9c75962003c22ae8cd79c40c8ff4fc	1346396962	37.66995	-77.483359	0
1314	349359	2020-11-02 23:49:47	30030380240193	fraud_Medhurst, Labadie and Gottlieb	travel	408.47	William	Jenkins	M	50614 Kevin Point	Harper	TX	78631	30.2816	-99.241	2395	Pharmacist, community	1993-11-17	832ef612612fd835b34ea58c88d4ef00	1383436187	30.945336	-98.682253	0
1315	295562	2020-10-10 22:48:56	4550599031376731	fraud_Kihn, Brakus and Goyette	personal_care	18.78	Angela	West	F	9471 Wong Islands	Mansfield	OH	44902	40.7559	-82.5123	92985	Press photographer	1968-05-29	7ccd5add98996b6b3495590f29a89bb1	1381445336	40.477475	-83.470024	0
1316	465894	2019-07-24 15:55:57	4560395181594436016	fraud_Roberts, Daniel and Macejkovic	kids_pets	3.7	Angela	Taylor	F	6343 Ramirez Skyway Apt. 518	Lakeport	CA	95453	39.047	-122.9328	11256	Podiatrist	1972-10-18	fce746585e2e9cadd71b01e3cedee322	1343145357	39.206823	-123.00839	0
1317	519395	2020-12-23 14:27:16	6011348830550197	fraud_Durgan, Gislason and Spencer	home	44.14	Samuel	Johnston	M	16285 Jessica Lights	Birmingham	AL	35229	33.4629	-86.7904	493806	Musician	1980-07-12	6e34ffe6caca14e56a5725ff3c964fa1	1387808836	33.736145	-87.580153	0
1318	358864	2020-11-07 18:11:55	3586008444788268	fraud_Crona and Sons	kids_pets	27.62	Crystal	Fuller	F	000 Jennifer Mills	Issaquah	WA	98027	47.4974	-122.0107	50489	Osteopath	1984-02-29	cb165fa8bd0a4eb5348ef416166f9700	1383847915	47.862285	-121.525702	0
1319	287881	2019-05-21 14:06:41	4355790796238264643	fraud_Connelly-Carter	home	58.88	Tanner	Davis	M	2632 Stevens Light Apt. 213	Payson	IL	62360	39.8153	-91.2627	1656	Exhibition designer	1969-08-04	89051e36e88e55194ef7fe1794657845	1337609201	38.868367	-92.114767	0
1320	110530	2019-03-04 05:16:57	180047222886866	fraud_Kutch, Hermiston and Farrell	gas_transport	40.07	Christine	Shaffer	F	14017 Thomas Plaza	Loami	IL	62661	39.6704	-89.8588	1213	English as a foreign language teacher	1991-04-22	c125dbff8409755d1d3b1dfde20d3b31	1330838217	40.246759	-89.941076	0
1321	371912	2019-06-21 13:19:29	4992346398065154184	fraud_Yost, Schamberger and Windler	kids_pets	95.04	Benjamin	Kim	M	920 Patrick Light	Mc Nabb	IL	61335	41.173	-89.2187	532	Audiological scientist	1956-01-09	d9deede0147c794895f4d6dd38ec6d03	1340284769	41.622571	-89.615251	0
1322	218797	2019-04-21 10:58:52	30344654314976	fraud_Rowe, Batz and Goodwin	grocery_pos	116.24	Christine	Johnson	F	8011 Chapman Tunnel Apt. 568	Blairsden-Graeagle	CA	96103	39.8127	-120.6405	1725	Chartered legal executive (England and Wales)	1967-05-27	b6f0a89f193b1dd3adc7c81b3ab3c316	1335005932	39.777129	-120.022426	0
1323	1206144	2020-05-19 03:15:15	6592861994408652	fraud_Stroman, Hudson and Erdman	gas_transport	49.0	Ashley	Whitehead	F	58188 Madison Meadow Apt. 949	Cowlesville	NY	14037	42.8112	-78.4481	1166	Colour technologist	1983-06-12	f7441373e6816cf0d57698ef358dabc8	1368933315	42.476727	-77.908625	0
1324	998332	2020-02-13 05:48:22	343668971234893	fraud_Hills-Witting	shopping_net	8.9	Sally	Moore	F	835 Reese Views Suite 884	Hopkins	SC	29061	33.9349	-80.8449	13717	Chiropodist	1949-11-16	01471147580c9339a9b95143c5e4fe0c	1360734502	33.300495	-81.313404	0
1325	1061348	2020-03-16 15:48:11	4169759661243568	fraud_Rau-Grant	kids_pets	2.78	Jamie	Carr	F	55363 Aaron Circle Suite 450	Lawn	PA	17041	40.2236	-76.538	213	Special educational needs teacher	1972-02-15	8d9a28058ac3975016271ea907e248aa	1363448891	40.951212	-75.808598	0
1326	342488	2020-10-31 12:30:13	4742883543039288059	fraud_Walter, Hettinger and Kessler	personal_care	61.69	Cassandra	Sanders	F	78117 George Mountains	Paauilo	HI	96776	20.0271	-155.3697	1490	Scientist, research (maths)	1991-04-13	cc3f28e769ee93158a00a8277718eb70	1383222613	19.275124	-154.606382	0
1327	306991	2019-05-28 22:02:16	2720433095629877	fraud_Torphy-Kertzmann	health_fitness	43.23	Mark	Wood	M	854 Walker Dale Suite 488	Bowdoin	ME	4287	44.0575	-69.9656	3224	Engineer, electronics	1997-08-22	c5c8d956e349434770313e00fd3f2245	1338242536	43.884531	-70.650293	0
1328	13694	2020-06-25 21:57:11	4809701904914	fraud_Fisher Inc	shopping_net	602.31	Sabrina	Nolan	F	312 Eric Expressway Apt. 014	Phenix City	AL	36869	32.4204	-85.0796	59744	Chemical engineer	1984-02-07	2d74d8bf7476d8d5d399a968e3609449	1372197431	32.78288	-85.464998	0
1329	789981	2019-12-01 23:41:11	3534330126107879	fraud_Cole, Hills and Jewess	home	84.64	Jeffrey	Smith	M	713 Scott Pike Apt. 712	Bridger	MT	59014	45.2857	-108.9082	1446	Chartered loss adjuster	1978-01-15	ed41008458e8ebd7f9a92d9640408ffc	1354405271	44.55403	-109.540655	0
1330	261924	2020-09-26 01:49:37	2229378226512508	fraud_Stamm-Rodriguez	misc_pos	34.66	Thomas	Hale	M	949 Smith Parkway	Cazenovia	WI	53924	43.4987	-90.2796	1360	Occupational hygienist	1984-11-06	925fd7d36dc2d28b3988a2744290a46b	1380160177	43.622208	-90.925558	0
1331	867092	2019-12-19 11:50:24	3502377050801561	fraud_Friesen Inc	shopping_pos	3.96	Kathleen	Martin	F	659 Nicole Cove Suite 560	New Waverly	TX	77358	30.5354	-95.4532	4993	Scientist, biomedical	1948-11-30	15c8065f77cfad00b10f2bc48824f987	1355917824	29.895715000000003	-96.294802	0
1332	77113	2020-07-18 11:32:02	60490596305	fraud_Conroy-Cruickshank	gas_transport	70.93	Karen	Johnson	F	4349 Anna Flat Suite 214	Haynes	AR	72341	34.8838	-90.7666	222	Programmer, applications	1963-05-19	e8ae81e2cc4e7910e1ea432646f3ed35	1374147122	35.038103	-91.365872	0
1333	142926	2020-08-10 09:46:05	3582402971899057	fraud_Bernhard Inc	gas_transport	92.17	Michele	Patrick	F	557 Lynn Garden Suite 907	Spirit Lake	ID	83869	47.9657	-116.868	4161	Production manager	1957-06-12	9334aee0896490cd170e821f89cb58d0	1376127965	47.350385	-117.68995	0
1334	232457	2019-04-27 15:34:47	3565423334076143	fraud_Thiel Ltd	travel	4.25	Nathan	Thomas	M	4923 Campbell Pines Suite 717	Carlisle	IN	47838	38.9763	-87.3667	4081	Energy engineer	1938-03-15	3cb3913130e089f3cafa80ef617ae3a5	1335540887	38.23057	-88.277371	0
1335	324071	2020-10-23 04:10:30	371284424780634	fraud_Kassulke Inc	entertainment	4.81	Jeremy	Moore	M	574 Patricia Extensions	Lubbock	TX	79413	33.5466	-101.8871	254282	Doctor, general practice	1952-01-29	0e8bba517653872fdea27e88da6c819e	1382501430	34.123319	-101.856623	0
1336	1156894	2020-04-27 15:39:24	3518669219150142	fraud_Rau-Robel	kids_pets	9.84	Dorothy	Thomas	F	537 Rice Square Suite 040	Milford	OH	45150	39.1657	-84.23299999999999	31394	Hospital doctor	1996-11-12	56aef2094d59d9f6595d8e55ff3eeaca	1367077164	38.190179	-84.767816	0
1337	225876	2020-09-09 21:47:25	3567879740649740	fraud_Kihn-Schuster	food_dining	25.62	Tanya	Williams	F	566 Megan Well	Brownville	NY	13615	44.0577	-76.0196	1271	Producer, radio	1958-08-14	2e50cf2f4c3a7c86c5da4d8d4a28a463	1378763245	44.045398	-75.346203	0
1338	524050	2020-12-25 00:06:20	580954173374	fraud_Cormier, Stracke and Thiel	entertainment	492.93	Jessica	Benitez	F	31281 Thomas Inlet	Montrose	NY	10548	41.2496	-73.9446	3487	Race relations officer	1960-01-13	5410cde5b610dcf703b9b4e4a486f21b	1387929980	41.963423	-74.479332	0
1339	806371	2019-12-06 01:12:09	4464457352619	fraud_Cummings LLC	gas_transport	57.91	Breanna	Rodriguez	F	118 Cabrera Springs Apt. 105	Lanark Village	FL	32323	29.8826	-84.5964	217	Television production assistant	1990-01-24	fc871129dae79a1c4f11c3c2844a96f2	1354756329	30.855494	-84.405941	0
1340	270373	2020-09-29 07:15:47	583699482621	fraud_Pouros-Haag	shopping_pos	4.42	Jennifer	Jones	F	5572 Kelly Plains Apt. 952	Waupaca	WI	54981	44.3481	-89.1101	15426	Engineer, civil (contracting)	1936-07-22	a0f2b834458fe9b81ac406f1f3652a18	1380438947	43.849096	-88.94618299999999	0
1341	57754	2020-07-11 15:01:06	6011724471098086	fraud_Will Ltd	food_dining	57.16	Ann	Lawson	F	144 Evans Islands Apt. 683	Burbank	WA	99323	46.1966	-118.9017	3684	Musician	1981-11-29	3f7c4abe4fadffa954a810fa46272ef6	1373554866	45.233194	-119.794974	0
1342	766589	2019-11-24 12:47:17	4500002361389	fraud_Goyette-Gerhold	kids_pets	76.26	Joseph	Nixon	M	86882 Desiree Camp Suite 047	Tyaskin	MD	21865	38.2833	-75.8465	470	Music tutor	1965-04-07	293f45a0b4a455a1745f68f4aac48232	1353761237	39.129405	-75.778481	0
1343	394448	2020-11-23 04:28:10	4862293128558	fraud_Ortiz Group	grocery_net	36.12	Elizabeth	Payne	F	897 Daugherty Mission	Grassflat	PA	16839	41.0036	-78.1104	489	Pension scheme manager	1956-09-15	fa4b0cd989390677db71ba8c54aeaba7	1385180890	41.346286	-78.92663	0
1344	687402	2019-10-20 12:38:59	4800395067176717	fraud_Hills, Hegmann and Schaefer	health_fitness	17.95	Daniel	Owens	M	88794 Mandy Lodge Apt. 874	Howells	NE	68641	41.6964	-96.9858	1063	Research scientist (maths)	1928-04-02	2a2a0f2705aced5131b0bd8e1e4442db	1350736739	41.348894	-96.324098	0
1345	370495	2019-06-20 21:13:14	371009169330125	fraud_Breitenberg LLC	travel	9.72	Randall	Burgess	M	393 Carroll Route Suite 197	Norman Park	GA	31771	31.2462	-83.6549	5666	Rural practice surveyor	2003-09-14	77ab1b27e059ee9a445e86f2f4a1b3de	1340226794	31.455079	-84.06901500000001	0
1346	284916	2020-10-05 19:35:36	4158758517677931	fraud_Kuphal-Bartoletti	misc_net	5.03	Dawn	Cox	F	193 Catherine Ways	Hills	MN	56138	43.5335	-96.3645	899	Data scientist	1995-01-15	f95949e332f4790a8a43aa6576ff1807	1381001736	43.57037	-96.657687	0
1347	772674	2019-11-26 18:56:34	30266994494236	fraud_Runte-Mohr	food_dining	7.03	Sarah	Foster	F	77872 Andrea Glen Apt. 543	Ford	VA	23850	37.1349	-77.7364	1051	Chief Operating Officer	1976-11-21	a0ca5a8a98010cf42a377e97f0ba0461	1353956194	37.490721	-77.084855	0
1348	129394	2020-08-04 22:58:06	30273037698427	fraud_Wilkinson Ltd	entertainment	84.78	Andrew	Patterson	M	06959 Stephen Branch Suite 246	Thida	AR	72165	35.5762	-91.4539	111	Careers information officer	2000-06-13	0aadc7467b1cda4905837b5dd7d6335a	1375657086	36.345991	-92.120914	0
1349	1290833	2020-06-19 03:46:00	4767265376804500	fraud_Daugherty, Pouros and Beahan	shopping_pos	4.95	Jennifer	Conner	F	4655 David Island	Dublin	PA	18917	40.375	-75.2045	2158	Transport planner	1961-06-19	62abfcf70b6bb7557ebbec03fc408f00	1371613560	40.488097	-75.054105	0
1350	10076	2019-01-07 04:46:49	3576021480694169	fraud_Bradtke PLC	grocery_pos	51.58	Dawn	Gray	F	9486 Joel Common Suite 554	Topeka	KS	66618	39.1329	-95.7023	163415	Secondary school teacher	2004-12-30	e10e8b7b84731584bf252387e9e7dbd6	1325911609	38.467658	-96.40951	0
1351	717424	2019-11-02 20:23:15	2256234701263057	fraud_Medhurst, Labadie and Gottlieb	travel	1242.41	Christopher	Grimes	M	39631 Dunn Radial	Grantham	NH	3753	43.5103	-72.1334	2971	Charity fundraiser	1948-04-11	7ea698719b3705ce9ddc74b639e9768d	1351887795	43.597869	-71.667198	0
1352	1169542	2020-05-03 14:42:35	4191109180926792	fraud_Turcotte, Batz and Buckridge	health_fitness	21.86	Jennifer	Spencer	F	477 Wheeler Burg	Amanda	OH	43102	39.6251	-82.7552	4512	Farm manager	1992-10-03	054ac452337f08b09d5c594e8795f100	1367592155	39.558145	-82.670101	0
1353	839909	2019-12-13 15:15:44	4681699462969	fraud_Zboncak Ltd	food_dining	11.51	Joseph	Gonzalez	M	319 Wendy Fort Suite 179	Murfreesboro	TN	37132	35.8596	-86.421	158701	Journalist, newspaper	1978-03-06	ee93f8176fc96aaaefe951cfe058265c	1355411744	35.148369	-86.86192700000001	0
1354	501241	2019-08-05 16:57:49	4666314527820883145	fraud_Lubowitz, Terry and Stracke	personal_care	71.52	Guy	Thompson	M	5812 Ramos Oval Suite 598	Ravenna	NE	68869	41.0233	-98.9041	2202	Solicitor, Scotland	1974-06-21	fc1a95603a04e17a05c7a1e81e58780a	1344185869	40.728007	-98.279325	0
1355	828076	2019-12-10 02:07:36	3558652751678952	fraud_Huel, Hammes and Witting	grocery_pos	78.75	Teresa	Blankenship	F	6638 Lucero Mill Suite 952	Karnack	TX	75661	32.6205	-94.2	2807	Chiropodist	1931-01-26	2cc5908822d3522086c956c740678bf4	1355105256	32.610633	-93.27687	0
1356	799708	2019-12-04 04:13:24	3513506355699497	fraud_Schoen, Kuphal and Nitzsche	grocery_pos	78.93	Sarah	Adams	F	5654 Peterson Land	Ridgeland	MS	39157	32.4122	-90.1207	24645	Scientist, clinical (histocompatibility and immunogenetics)	1966-05-29	9299862e13a75a0c834d6802bcb41a30	1354594404	33.240418	-89.279537	0
1357	1115310	2020-04-08 23:45:12	372520049757633	fraud_Schoen Ltd	kids_pets	2.59	Lori	Ramirez	F	4293 Ramirez Squares	Ranier	MN	56668	48.6031	-93.2977	136	Ceramics designer	2000-02-20	e9dcc9c65deae893d5327a0cbd8a6b70	1365464712	47.657274	-93.094146	0
1358	39972	2019-01-24 11:16:23	30082025922891	fraud_Connelly, Reichert and Fritsch	gas_transport	49.91	Kathleen	Thompson	F	199 Patterson Fords Apt. 132	Naples	FL	34112	26.1184	-81.7361	276002	Pilot, airline	1934-06-23	85a2c64543a89e36c1fd36d7c8f90980	1327403783	26.679213	-81.224789	0
1359	60612	2019-02-05 09:17:27	4149635823017	fraud_Morissette, Weber and Wiegand	grocery_net	56.69	Samuel	Farrell	M	428 Michael Tunnel Apt. 377	Cleveland	AL	35049	33.9778	-86.5598	3996	Aid worker	1977-06-14	928861ae113422f29eb85fc3ae51d040	1328433447	33.036553999999995	-85.719217	0
1360	1092462	2020-03-30 10:14:08	2657850734909997	fraud_Kerluke-Abshire	shopping_net	2.87	Alan	Howard	M	04139 Johnson Prairie Suite 401	Detroit	MI	48206	42.3749	-83.1087	673342	Trading standards officer	1946-11-01	b27a5618368f9b2e3e148447ab01e6a3	1364638448	43.327919	-82.416043	0
1361	205248	2020-09-01 04:35:05	213154573301411	fraud_Swift, Bradtke and Marquardt	grocery_net	53.31	Christopher	Sheppard	M	39218 Baker Shoals	Bristow	IN	47515	38.1981	-86.6821	965	Horticultural therapist	1982-02-10	b4fa6c7d9cb3324a6c9b62f908d33d29	1378010105	37.370464	-86.838899	0
1362	73597	2020-07-16 20:45:17	4451438912406400	fraud_Champlin and Sons	home	15.67	Cheryl	Morgan	F	7535 Amanda Manors Suite 293	Norman	AR	71960	34.4596	-93.6743	1383	Manufacturing engineer	1999-09-11	793273bc19c0d5fe1b5b55015f012517	1374007517	33.575475	-93.20017	0
1363	290483	2020-10-08 04:47:44	4430881574719618	fraud_Kihn, Abernathy and Douglas	shopping_net	7.86	Alicia	Morales	F	4456 Dunn Roads	Meredith	CO	81642	39.3199	-106.6596	61	Public relations account executive	1939-11-04	e42a00c51810be26cdeea913b35d2c03	1381207664	39.732515	-105.81436399999998	0
1364	20673	2019-01-13 13:57:33	2252055259910912	fraud_Renner Ltd	home	73.21	Jason	Hernandez	M	220 Frank Gardens	Hewitt	WI	54441	44.6437	-90.1031	828	Arts development officer	1991-08-19	b6c9f2d357b5170e83776adebe1405c4	1326463053	44.643274	-90.559172	0
1365	25381	2019-01-15 15:00:26	4119762878330989	fraud_Pacocha-Weissnat	kids_pets	93.12	Melinda	Gutierrez	F	1497 West Gateway	Eureka	IL	61530	40.7152	-89.2706	6713	Archivist	1945-08-19	fbddf20a9f84574243e14ac68eef0bea	1326639626	41.147019	-88.627003	0
1366	361379	2019-06-17 04:26:15	4777065439639721	fraud_Lockman Ltd	grocery_pos	93.4	Peter	Caldwell	M	08966 Beltran Route Suite 905	Oaks	PA	19456	40.1334	-75.4536	737	Oceanographer	1987-04-24	b9e7949ef60ad6e395aa3cff0dcab8c0	1339907175	40.918981	-75.485036	0
1367	1151978	2020-04-25 19:09:29	4939976756738216	fraud_Nader-Maggio	personal_care	187.68	Michelle	Johnston	F	3531 Hamilton Highway	Roma	TX	78584	26.4215	-99.0025	18128	IT trainer	1990-11-07	cbade0990b21b6b3161c2f2de5aac18b	1366916969	26.08875	-99.649212	0
1368	678111	2019-10-16 03:12:04	4306630852918	fraud_Fadel, Mertz and Rippin	entertainment	17.18	Maureen	Garza	F	169 Edward Inlet	Saint Louis	MO	63131	38.6171	-90.4504	927396	Occupational hygienist	1960-03-12	ea3c8cd6aab90183620635d203fa933b	1350357124	37.942426	-90.25926	0
1369	458925	2020-12-10 14:17:42	4986925034905735	fraud_Lubowitz-Walter	kids_pets	316.95	Erika	Gonzalez	F	907 Courtney Via Apt. 896	Irvine	KY	40336	37.6858	-83.9862	13061	Editor, magazine features	1959-06-18	079eb65a001241c0c9e32656242e49eb	1386685062	37.535445	-83.976995	0
1370	383904	2020-11-17 19:53:38	180094419304907	fraud_Metz, Russel and Metz	kids_pets	23.44	Sharon	Smith	F	17666 David Valleys	Sun City	CA	92585	33.7467	-117.1721	54287	Designer, exhibition/display	1972-09-22	437292ebec1ab1ed9fd56b3576eabc7e	1384718018	33.583412	-117.761018	0
1371	125319	2020-08-03 22:02:31	2348245054386329	fraud_Friesen Ltd	health_fitness	105.47	Justin	Gay	M	268 Hayes Rue Suite 811	Harborcreek	PA	16421	42.1767	-79.9416	2518	Event organiser	1946-02-02	2803ec9b8e349955ed85e2347165fbce	1375567351	41.922873	-80.687724	0
1372	1225295	2020-05-26 15:40:18	180094419304907	fraud_Monahan-Morar	personal_care	126.75	Sharon	Smith	F	17666 David Valleys	Sun City	CA	92585	33.7467	-117.1721	54287	Designer, exhibition/display	1972-09-22	a69da859d30f20856ab22b161636ff8f	1369582818	32.806709999999995	-116.383142	0
1373	708506	2019-10-29 03:47:20	30135235368675	fraud_O'Keefe-Hudson	grocery_pos	237.23	Amanda	Williams	F	02018 Gary Key Apt. 911	Independence	MO	64058	39.1412	-94.3515	123373	Engineer, production	1992-11-27	56e58bc94c50e2f807a666b6f7aa76a6	1351482440	39.625877	-94.444999	0
1374	1082226	2020-03-25 05:52:59	2269768987945882	fraud_Cormier, Stracke and Thiel	entertainment	14.48	Shannon	Patterson	F	9808 Ellis Bypass	Mount Morris	NY	14510	42.6835	-77.8664	4895	Acupuncturist	1958-10-29	c8a4b7c5be535a925528ddc8f4d27822	1364190779	43.084084	-77.199791	0
1375	885432	2019-12-23 04:17:26	4244953610136705533	fraud_Baumbach, Strosin and Nicolas	shopping_pos	127.01	Christopher	Odom	M	81446 Nicole Highway Apt. 874	Richland	NJ	8350	39.485	-74.8776	825	Licensed conveyancer	1991-07-06	8171a8d376c590e4bd907915184a7a3f	1356236246	39.39404	-74.16581	0
1376	201832	2019-04-13 23:17:52	4302475216404898	fraud_Prosacco, Kreiger and Kovacek	home	51.18	Daniel	Cain	M	384 Newman Forks Apt. 370	Belmond	IA	50421	42.8511	-93.62	3032	Community pharmacist	1964-08-08	2b258cc1621be7e2f4ec33a8e5e4c153	1334359072	42.823836	-93.356141	0
1377	1018104	2020-02-24 10:08:32	6011893664860915	fraud_Herman, Treutel and Dickens	misc_net	61.08	Erin	Chavez	F	3379 Williams Common	Littleton	CO	80120	39.5994	-105.0044	320420	Water engineer	1975-07-31	5ee40b6d440f747eba89de63da0d6734	1361700512	39.568409	-105.939361	0
1378	790696	2019-12-02 03:00:03	4103158249977	fraud_Roberts-Beahan	misc_pos	37.86	Christopher	Adkins	M	3512 Knight Center	Lorenzo	TX	79343	33.6666	-101.5277	1571	Petroleum engineer	1982-06-27	a7476c45922ad310f6a5c56097618623	1354417203	34.214969	-102.178708	0
1379	558593	2019-08-26 03:51:21	4147608975828480	fraud_Friesen-Stamm	gas_transport	54.6	Edward	Tapia	M	354 Gutierrez Gateway	Comfrey	MN	56019	44.1111	-94.9134	914	Health and safety adviser	1944-07-26	31765e489397a54fe6ceab2f403d706e	1345953081	44.425531	-95.79022	0
1380	879186	2019-12-22 04:15:48	3595192916105588	fraud_Emard Inc	gas_transport	77.03	Dustin	Roberts	M	3283 James Station	Fayetteville	NC	28314	35.0583	-79.008	238602	Scientist, research (maths)	1993-05-14	2d878e91bab482bd3b7f366ff63902af	1356149748	34.588947	-79.929215	0
1381	1024674	2020-02-28 21:33:39	3560797065840735	fraud_Pouros-Conroy	shopping_pos	1.04	Janet	Turner	F	0925 Lang Extensions	Shields	ND	58569	46.1838	-101.2589	77	Film/video editor	1989-12-17	15589cf31b80132e186632b0e2151a40	1362087219	45.912204	-100.328794	0
1382	52664	2020-07-09 10:59:05	6011492816282597	fraud_Roob LLC	grocery_net	55.5	Gary	Barnes	M	2970 Flores Brooks	Smackover	AR	71762	33.3398	-92.7442	2501	Financial adviser	1986-06-11	1394e7605cca739920e49fba91e438c5	1373367545	32.939208	-92.046822	0
1383	311735	2020-10-18 00:43:14	30175986190993	fraud_Huel, Hammes and Witting	grocery_pos	106.88	Rebecca	Butler	F	0665 Lisa Alley	Winger	MN	56592	47.5375	-95.9941	516	Applications developer	1966-06-07	cf114ca9d302172c310d0a01366a12c6	1382056994	46.923871000000005	-95.867912	0
1384	248636	2020-09-20 09:03:01	4792627764422477317	fraud_Mosciski, Gislason and Mertz	grocery_pos	237.89	Margaret	Mendez	F	7952 Karen Pike	De Soto	KS	66018	38.9462	-94.9714	5760	Chief Executive Officer	1978-10-01	9d77b397e34989cdb6aee4a3091470ae	1379667781	39.901721	-94.055292	0
1385	1263341	2020-06-09 03:08:41	4570636521433188	fraud_Kovacek, Dibbert and Ondricka	grocery_pos	196.26	Christine	Leblanc	F	5097 Jodi Vista Suite 811	Deltona	FL	32725	28.8989	-81.2473	88735	Commercial horticulturist	1988-04-09	33b94a907d99711979e221088d56fb23	1370747321	28.323158000000003	-81.85775699999999	0
1386	1203503	2020-05-18 08:04:24	4306630852918	fraud_Lockman Ltd	grocery_pos	106.31	Maureen	Garza	F	169 Edward Inlet	Saint Louis	MO	63131	38.6171	-90.4504	927396	Occupational hygienist	1960-03-12	e4076e7fd5e7e01613c21bb1f4ae28bc	1368864264	38.844526	-90.22155	0
1387	1024353	2020-02-28 17:07:43	4377338765909719	fraud_Eichmann-Russel	misc_pos	56.43	Nicholas	Mcmahon	M	2123 Jonathan Falls Suite 753	Heiskell	TN	37754	36.115	-84.0438	4729	Geologist, wellsite	1982-04-19	0021c384ff923f3fedc2456599ac9f35	1362071263	36.828305	-83.187218	0
1388	548205	2019-08-22 22:46:13	4099707841315751	fraud_Turcotte-Halvorson	misc_pos	3.37	James	Stephens	M	1166 Castillo Mountains	Ruckersville	VA	22968	38.2586	-78.4074	9815	Designer, ceramics/pottery	1975-07-07	5267030ecd73d18c79810993aab8b01e	1345675573	37.652066	-79.167564	0
1389	1199138	2020-05-16 16:06:12	501882822387	fraud_Schmeler-Howe	personal_care	75.83	Melissa	Phillips	F	5069 Scott Pass Apt. 654	Meadville	MS	39653	31.4285	-90.8578	2799	Therapist, horticultural	1961-01-21	796aaa8eb3150bff31792479b58a7184	1368720372	32.133424	-91.384991	0
1390	286297	2019-05-20 19:00:22	4809701904914	fraud_Daugherty-Thompson	food_dining	75.79	Sabrina	Nolan	F	312 Eric Expressway Apt. 014	Phenix City	AL	36869	32.4204	-85.0796	59744	Chemical engineer	1984-02-07	4d3aa5b1da111afc05b3c09d25f941dc	1337540422	32.447284	-86.00404300000001	0
1391	1043431	2020-03-09 00:21:57	4715741951931168360	fraud_Gleason-Macejkovic	shopping_net	7.65	Robert	Drake	M	463 Willie Estates	Burbank	OK	74633	36.6966	-96.7869	471	Sub	1941-03-30	c7f76989217a0c3773b85d8cbd7aade5	1362788517	36.456542	-96.065336	0
1392	215893	2019-04-20 10:51:09	3514865930894695	fraud_Heathcote, Yost and Kertzmann	shopping_net	63.79	Christopher	Castaneda	M	1632 Cohen Drive Suite 639	High Rolls Mountain Park	NM	88325	32.9396	-105.8189	899	Naval architect	1967-08-30	c877a75836e864781a3831d2fa364919	1334919069	33.386016	-105.968576	0
1393	341594	2020-10-30 23:03:14	4822367783500458	fraud_Cole, Hills and Jewess	home	12.64	Christopher	Farrell	M	97070 Anderson Land	Haines City	FL	33844	28.0758	-81.5929	33804	Exercise physiologist	1991-01-01	468e0b4aecf40c1f6a3b440fc676cdbb	1383174194	27.773469	-81.960161	0
1394	518436	2020-12-23 06:02:24	4128730454058057622	fraud_Ankunding LLC	shopping_net	8.71	Monique	Martin	F	68276 Matthew Springs	Ratcliff	TX	75858	31.3833	-95.0619	43	Engineer, production	1949-10-04	339d6e8ecd17304bf39aa8c373603ead	1387778544	30.439556	-95.500521	0
1395	108655	2020-07-28 18:18:16	30131826429364	fraud_Feil-Morar	health_fitness	112.1	Brianna	Foley	F	57256 Raymond Ports	Knoxville	TN	37932	35.9335	-84.1481	391389	Designer, industrial/product	1994-04-22	fffc342c10496324578c3a6843ff77c5	1375035496	35.002384	-85.091868	0
1396	165962	2019-03-29 06:57:59	4670613943676271	fraud_Okuneva, Schneider and Rau	shopping_pos	8.04	Bianca	Novak	F	0953 David Skyway	Cuthbert	GA	39840	31.7706	-84.7936	5726	Fitness centre manager	1947-08-14	8a33b3b257c50a899cb0c9f93b935eca	1333004279	31.721869	-85.23951	0
1397	174565	2019-04-01 11:44:11	4760122961662	fraud_Koepp-Witting	grocery_pos	144.34	Robert	Jordan	M	4602 Lopez Glens Suite 900	Arcadia	OH	44804	41.1116	-83.50200000000001	1202	Curator	1933-03-01	73fbe88ed19e7616502770b20fac029a	1333280651	41.791845	-83.556937	0
1398	401318	2019-07-01 10:33:55	3543591270174051	fraud_Harris Inc	gas_transport	54.01	Margaret	Lam	F	6911 Nicholas Keys Apt. 237	Armagh	PA	15920	40.4603	-79.0097	922	Early years teacher	1972-10-04	e4a36485e19cf7568388388cdc8048f7	1341138835	40.456305	-79.95829300000001	0
1399	628662	2019-09-23 23:00:13	2383461948823908	fraud_Reichel LLC	personal_care	10.49	Patrick	Vaughan	M	651 Miller Common	Parsonsfield	ME	4047	43.745	-70.9092	1892	Audiological scientist	1956-03-02	4239dc659a7777135fe54a5d1094d939	1348441213	43.104773	-71.41488000000001	0
1400	673694	2019-10-14 03:11:12	3577596616955856	fraud_Padberg-Rogahn	entertainment	9.39	David	Rogers	M	265 Mullen Park Apt. 307	Summerfield	NC	27358	36.2245	-79.8901	14075	Buyer, industrial	1929-04-22	ed2f795c0c7fff1c8bbce9cfbe769ef5	1350184272	37.199369	-79.786901	0
1401	865097	2019-12-18 20:59:53	676234256292	fraud_Kuphal-Toy	food_dining	52.91	David	Vasquez	M	06539 Gregory Mountains Suite 029	Parker Dam	CA	92267	34.298	-114.156	126	Marketing executive	1992-10-07	63c0bdb248fc51203f0b02b85b8f3815	1355864393	34.168559	-114.410556	0
1402	332753	2019-06-07 15:44:35	676245600876	fraud_Ernser-Feest	home	202.26	Ashley	Blanchard	F	292 Lowe Dam Suite 858	West Palm Beach	FL	33417	26.7197	-80.1248	459921	Historic buildings inspector/conservation officer	1960-06-14	c49fec9e152d6a0633ea4ca059bae618	1339083875	27.253085	-81.114232	0
1403	234372	2019-04-28 07:55:53	3530503964418806	fraud_Moen, Reinger and Murphy	grocery_pos	94.34	David	Nichols	M	0638 Fred Ramp Suite 086	Palmdale	CA	93552	34.5715	-118.0231	171170	Chemical engineer	1963-06-04	2ee479a1c666c5e9fde4eb97ba492256	1335599753	33.987234	-118.036792	0
1404	1002509	2020-02-15 20:33:51	30197398657930	fraud_Mosciski, Ziemann and Farrell	shopping_net	29.33	April	Johnson	F	9727 Deleon Mountain	Creedmoor	NC	27522	36.1124	-78.6476	12335	Chief Strategy Officer	1987-09-19	987bb8c58ac329d687e7ebde5a1179e7	1360960431	35.20807	-78.940073	0
1405	410876	2019-07-05 11:13:52	6011367958204270	fraud_Kutch Group	grocery_net	39.89	Tammy	Ayers	F	1652 James Mews	Hinckley	OH	44233	41.2419	-81.7453	7646	Medical sales representative	1988-09-15	769862135822b95e36dd7fe2f898bcd9	1341486832	41.977466	-81.592772	0
1406	99856	2020-07-26 12:11:54	2264937662466770	fraud_Douglas, DuBuque and McKenzie	travel	7.61	Juan	Sherman	M	5939 Garcia Forges Suite 297	San Antonio	TX	78214	29.3641	-98.4924	1595797	Land	1995-10-17	e76b92f6acc09842b7e71a542386085a	1374840714	28.909068	-98.161864	0
1407	480093	2020-12-15 01:12:40	2227671554547514	fraud_Emmerich-Luettgen	grocery_net	51.93	Angie	Jones	F	6970 Blake Trail	Clearwater	FL	33760	27.9004	-82.7152	172247	Geneticist, molecular	1979-10-22	25b564a16e178a6aa1092ca48808ba76	1387069960	26.961903000000003	-83.293212	0
1408	678127	2019-10-16 03:26:21	630469040731	fraud_Watsica, Haag and Considine	shopping_pos	9.71	Meredith	Ayala	F	7107 Henderson Station	Cascade Locks	OR	97014	45.67100000000001	-121.8686	1288	Barrister	1936-05-01	4aab8973c8665b10e16a969f6270d082	1350357981	46.034899	-122.02688700000002	0
1409	567157	2019-08-29 15:50:47	4450831335606294	fraud_Haley, Jewess and Bechtelar	shopping_pos	8.32	Donna	Davis	F	6760 Donovan Lakes	Clayton	OK	74536	34.5906	-95.38	1760	Occupational psychologist	1972-01-20	563ce28931bbf81a16f79f213efb8415	1346255447	34.695259	-96.323406	0
1410	1186836	2020-05-11 01:44:32	4800395067176717	fraud_Bernhard Inc	gas_transport	42.35	Daniel	Owens	M	88794 Mandy Lodge Apt. 874	Howells	NE	68641	41.6964	-96.9858	1063	Research scientist (maths)	1928-04-02	043bd24162afb6c5da1f2c886aa092d5	1368236672	41.684218	-96.965466	0
1411	1261267	2020-06-08 16:07:27	630441765090	fraud_Abshire PLC	entertainment	3.02	Susan	Washington	F	759 Erin Mount Suite 956	May	TX	76857	31.9571	-98.9656	1791	Corporate investment banker	1965-07-26	0474909fc2f7bfbb65513c2a7519fab0	1370707647	32.376292	-98.126968	0
1412	1204183	2020-05-18 13:50:26	4060579726528237	fraud_Will Ltd	food_dining	120.85	Steven	Sanders	M	25955 Amy Via	Ozawkie	KS	66070	39.2136	-95.4404	2661	Theatre director	1948-11-14	b188f0c666ef51e1bc6d7326b3df72c4	1368885026	38.422821	-94.957849	0
1413	132557	2019-03-14 06:55:55	3525668150756629	fraud_Turner, Ruecker and Parisian	misc_pos	35.3	Christopher	Choi	M	04611 Sandra Spring Suite 059	Rumely	MI	49826	46.3481	-87.0436	137	Film/video editor	1990-08-13	116df37aef900ea20ddc4bfd8e07358f	1331708155	47.060984000000005	-86.49455400000001	0
1414	1005606	2020-02-17 04:39:55	561942763351	fraud_Dach-Nader	misc_net	2.55	Melissa	Brown	F	330 Montoya Ramp	Washington	DC	20036	38.9087	-77.0414	601723	Prison officer	1986-03-14	42e79a8867244113753539cbf0466178	1361075995	38.04555	-77.669044	0
1415	1031939	2020-03-03 12:38:12	6011492816282597	fraud_Labadie, Treutel and Bode	shopping_net	3.98	Gary	Barnes	M	2970 Flores Brooks	Smackover	AR	71762	33.3398	-92.7442	2501	Financial adviser	1986-06-11	d1ee43c68f2691f7ae272179c79fb128	1362314292	34.164041999999995	-92.590857	0
1416	929104	2020-01-04 03:12:03	2712209726293386	fraud_Friesen-Stamm	gas_transport	100.17	Jenna	Brooks	F	50872 Alex Plain Suite 088	Baton Rouge	LA	70808	30.4066	-91.1468	378909	Designer, furniture	1977-02-22	6f043e094b1647793037242f13f41635	1357269123	30.713614	-90.887088	0
1417	404326	2019-07-02 08:51:45	6011934240159560	fraud_Wuckert-Walter	grocery_net	51.08	Joshua	Cohen	M	426 Mark Ports	Brooklin	ME	4616	44.2541	-68.5565	824	Loss adjuster, chartered	1974-11-02	221daeb5f02380a2c0ced258bfad52b4	1341219105	44.956371	-68.884606	0
1418	1030828	2020-03-03 01:24:31	4761403817546679245	fraud_Erdman-Kertzmann	gas_transport	84.71	Diana	Jacobs	F	69608 Perez Mountain Apt. 006	Viola	AR	72583	36.3924	-91.9932	1679	Psychiatric nurse	1986-05-02	35d305052ef904a3be3bec7d422036c1	1362273871	36.72841	-92.879892	0
1419	179229	2020-08-23 13:42:15	4951647200979051	fraud_Haag-Blanda	food_dining	13.96	Kimberly	Miller	F	75533 Tamara Valleys	Logan	IL	62856	37.9943	-88.9417	324	Scientist, research (physical sciences)	1976-06-15	78409c05bd26d4c6688d7bf6ae80d0a5	1377265335	38.345148	-88.39911500000001	0
1420	165414	2019-03-28 22:45:42	3523843138706408	fraud_Jones, Sawayn and Romaguera	misc_net	7.81	Grace	Williams	F	28812 Charles Mill Apt. 628	Plantersville	AL	36758	32.6176	-86.9475	1412	Drilling engineer	1970-11-20	49e5bd7c612d0c4e848df4226fd0f292	1332974742	33.158925	-87.859142	0
1421	1257395	2020-06-07 15:42:58	36485887555770	fraud_Larson-Moen	entertainment	48.8	Michael	Gross	M	230 Ryan Tunnel Apt. 025	Fulton	OH	43321	40.4971	-82.8342	267	Facilities manager	2005-01-29	197659b06841bd32525f9069f17a0781	1370619778	41.472188	-82.212612	0
1422	522824	2019-08-13 06:28:49	3568255211412877	fraud_Streich, Hansen and Veum	gas_transport	62.6	Timothy	Gomez	M	707 Anthony Causeway	Leo	IN	46765	41.2249	-85.0301	5341	Biomedical engineer	1994-11-24	e550e35bd7638fc52a558c73a1d8a8a2	1344839329	41.915488	-84.562566	0
1423	107039	2019-03-03 01:32:24	4099707841315751	fraud_Ruecker Group	misc_net	1.34	James	Stephens	M	1166 Castillo Mountains	Ruckersville	VA	22968	38.2586	-78.4074	9815	Designer, ceramics/pottery	1975-07-07	1e674f4e25374d538517bd1472901993	1330738344	38.911455	-78.14494599999999	0
1424	1121410	2020-04-12 08:39:20	180017442990269	fraud_Beier-Hyatt	shopping_pos	24.62	Michelle	Anderson	F	28311 Dennis Trace	Albany	NY	12222	42.6853	-73.8253	151022	Designer, textile	1939-06-01	e6ec355769a9b85aed9d13aebbbef996	1365755960	42.636981	-74.236783	0
1425	1012320	2020-02-21 17:41:17	6011492816282597	fraud_Bins, Balistreri and Beatty	shopping_pos	8.42	Gary	Barnes	M	2970 Flores Brooks	Smackover	AR	71762	33.3398	-92.7442	2501	Financial adviser	1986-06-11	cbeba248957362869cb7b853bafcfa1f	1361468477	32.520317	-92.431966	0
1426	335929	2019-06-08 17:30:08	30273037698427	fraud_Abbott-Rogahn	entertainment	152.03	Andrew	Patterson	M	06959 Stephen Branch Suite 246	Thida	AR	72165	35.5762	-91.4539	111	Careers information officer	2000-06-13	8aebdc42f5703b3e7dea1fc8b2cd042b	1339176608	34.589121	-90.692494	0
1427	301015	2019-05-26 21:10:14	4069975342931683	fraud_Schiller, Blanda and Johnson	home	91.35	Kimberly	Martin	F	1943 Dennis Inlet Suite 145	Hurricane	WV	25526	38.4257	-81.9943	21902	Sub	1980-09-18	2de0715acf73fb400cca21074ad1ca63	1338066614	38.743913	-82.711488	0
1428	51614	2019-01-31 07:38:46	346208242862904	fraud_Parker, Nolan and Trantow	entertainment	7.82	Tabitha	Reyes	F	20938 Barbara Viaduct	New York City	NY	10280	40.7105	-74.0163	1577385	Pharmacist, hospital	1961-05-13	4d0c94dae64bde5aae04f1b5a10708a6	1327995526	41.629513	-74.272061	0
1429	423538	2019-07-08 23:43:56	2720830304681674	fraud_Schmeler-Howe	personal_care	73.75	Melissa	Aguilar	F	21326 Taylor Squares Suite 708	Clarksville	TN	37040	36.522	-87.34899999999999	151785	Pathologist	1974-03-28	61b7caf7c98527e1f1c0e01d97eae502	1341791036	35.729009000000005	-86.467309	0
1430	311055	2019-05-30 19:34:07	3553629419254918	fraud_Hermann and Sons	shopping_pos	1.96	Sharon	Johnson	F	7202 Jeffrey Mills	Conway	WA	98238	48.34	-122.3456	85	Research officer, political party	1984-09-01	ff43054a08d55d63e58dfbf62419a76c	1338406447	48.831329	-122.536566	0
1431	739158	2019-11-11 18:35:58	639023984367	fraud_Shanahan-Lehner	personal_care	82.86	Destiny	Lowe	F	79472 Stevens Trace Apt. 120	Hannawa Falls	NY	13647	44.6087	-74.9732	69	Chief Executive Officer	1991-06-05	f880bb38f91e962f3feaf4f2a9368a5c	1352658958	45.386378	-75.287625	0
1432	31350	2019-01-19 19:24:24	3575540972310993	fraud_Satterfield-Lowe	travel	2.84	Rachel	Villarreal	F	250 Carrie Throughway	University	MS	38677	34.3396	-89.5736	4198	Curator	2001-06-22	66235d92dd5d13cd4e0fb519bd659333	1327001064	34.626775	-88.88055899999999	0
1433	318693	2020-10-20 11:13:00	213124978348176	fraud_Pacocha-O'Reilly	grocery_pos	113.07	Steven	Arnold	M	079 Chelsea Rest	Belfast	NY	14711	42.32	-78.0943	1766	Mechanical engineer	1962-06-04	c8478701ac01b61276351a2b698f5b8d	1382267580	42.935737	-78.103633	0
1434	33469	2020-07-02 19:21:44	4634955908138648	fraud_Champlin-Casper	home	6.04	Mackenzie	Smith	F	7178 Willis Drive	Hooper	NE	68031	41.6414	-96.5232	1745	Engineer, automotive	1973-12-26	7285c3ad9b2686f7b4e5ccd60b146f1a	1372792904	40.739965000000005	-96.505649	0
1435	283765	2019-05-19 22:50:06	348253506557335	fraud_Kertzmann LLC	health_fitness	1.53	Thomas	Gibson	M	32745 Silva Springs Suite 040	Grand Bay	AL	36541	30.4983	-88.3282	15647	Armed forces logistics/support/administrative officer	1948-03-22	b04e36bb6ff8e8983857e5c1e89a9e74	1337467806	30.221616	-89.21606700000001	0
1436	170379	2019-03-31 02:17:48	376262134119629	fraud_Kris-Padberg	shopping_pos	6.82	Christopher	Carr	M	62931 Ralph Court	Lakeland	FL	33813	27.9611	-81.9398	237282	Radiographer, therapeutic	1961-09-28	44aa30593dbaee2c892603659174c993	1333160268	27.042282	-82.214136	0
1437	459694	2020-12-10 18:40:09	213148039875802	fraud_Shanahan-Lehner	personal_care	119.73	Jill	Jacobs	F	034 Kimberly Mountains	Brandon	FL	33510	27.9551	-82.2966	79613	Environmental consultant	1978-11-30	7b034e89686a85f33cd70a3e008eb096	1386700809	28.072454	-82.21437	0
1438	265350	2020-09-27 16:10:22	3590736522064285	fraud_Reilly and Sons	health_fitness	11.75	Kimberly	Gonzalez	F	72966 Shannon Pass Apt. 391	Bauxite	AR	72011	34.5091	-92.4828	4074	Scientist, audiological	1975-12-20	cdc2a71f3750956da24f03290e583d80	1380298222	33.897878000000006	-92.872816	0
1439	83664	2019-02-18 21:48:41	2264937662466770	fraud_Eichmann-Kilback	home	12.82	Juan	Sherman	M	5939 Garcia Forges Suite 297	San Antonio	TX	78214	29.3641	-98.4924	1595797	Land	1995-10-17	feb86c2e9928373d821a799a2d08ca3b	1329601721	30.135336	-98.910122	0
1440	342603	2020-10-31 13:39:35	4334230547694630	fraud_Cartwright PLC	kids_pets	5.07	Scott	Martin	M	7483 Navarro Flats	Freedom	WY	83120	43.0172	-111.0292	471	Education officer, museum	1967-08-02	e7adc417f94ffbdca4fb3a1a5280d040	1383226775	43.269758	-110.687515	0
1441	272564	2019-05-14 19:51:49	675990301623	fraud_Bernier and Sons	kids_pets	16.24	Amanda	Spencer	F	6682 Green Forks	Ogdensburg	NJ	7439	41.0767	-74.5982	2456	Senior tax professional/tax inspector	1994-03-13	1cd22064e7b06a25c9f04e5bfcd53a79	1337025109	41.450762	-74.326753	0
1442	750583	2019-11-17 10:57:47	343746486082492	fraud_Bauch-Raynor	grocery_pos	52.52	Jeffrey	Munoz	M	836 Stephanie Union	Cedar	MI	49621	44.8605	-85.8138	3096	Social research officer, government	1975-10-11	3700f8d94c63b0edd06a0957e1a8e679	1353149867	45.488486	-85.670002	0
1443	951394	2020-01-16 20:14:39	30270432095985	fraud_Rau-Grant	kids_pets	40.67	Lisa	Lin	F	908 Brooks Brook	Lomax	IL	61454	40.6761	-91.0391	725	Environmental consultant	1972-11-28	009c7339c57765c70150ede68fe56e5c	1358367279	39.823147	-91.801818	0
1444	1160134	2020-04-28 16:20:35	630471368021	fraud_Koss, Hansen and Lueilwitz	home	83.91	George	Floyd	M	22502 Baker Mount Suite 241	Hazel	KY	42049	36.5422	-88.3319	1480	Designer, interior/spatial	1974-09-14	2ea88dff13d67006df29c57273527892	1367166035	37.02447	-88.74446	0
1445	670730	2019-10-13 05:24:14	4446368897795790	fraud_Stokes, Christiansen and Sipes	grocery_net	43.54	Ryan	Joseph	M	8850 Jessica Center	Atlantic	VA	23303	37.9073	-75.5089	741	Geologist, engineering	1986-08-17	5ccb2eceefc16f05d0d14c4cea567d02	1350105854	37.278527	-75.791641	0
1446	503445	2020-12-20 17:27:57	6011652924285713	fraud_Kozey-Kuhlman	personal_care	43.18	Kathryn	Smith	F	19838 Tonya Prairie Apt. 947	Rocky Mount	MO	65072	38.2911	-92.7059	1847	Tax inspector	1988-10-26	6c34d9cbb03841bb05c6fa0cfc8ab8dd	1387560477	38.333753	-92.011654	0
1447	1131815	2020-04-16 10:12:54	3595111028444131	fraud_Block-Parisian	misc_net	36.84	Jeffery	Sanders	M	5278 Sarah Station Apt. 009	Cardwell	MO	63829	36.0434	-90.2907	1120	Television floor manager	1957-04-17	9c457399c0614883ad649a46b82034d4	1366107174	36.201856	-89.419108	0
1448	65898	2019-02-08 21:19:17	3525590521269779	fraud_Roberts, Daniel and Macejkovic	kids_pets	49.18	Scott	Fuller	M	861 Karen Common	Haw River	NC	27258	36.0424	-79.3242	6006	Paramedic	1984-07-20	95f5966a9b728a3ce1ecff79ed907e18	1328735957	35.710951	-80.207215	0
1449	774575	2019-11-27 21:26:26	4933461930348832	fraud_Lesch Ltd	shopping_pos	5.55	Richard	Carter	M	5097 Martin Ridges	Minneapolis	MN	55403	44.9673	-93.2828	1022298	Chemical engineer	1976-09-29	87698045f4d99d5a472dbb9d4e975694	1354051586	45.211858	-93.02496	0
1450	95868	2019-02-26 00:30:32	4147608975828480	fraud_Kihn, Abernathy and Douglas	shopping_net	6.31	Edward	Tapia	M	354 Gutierrez Gateway	Comfrey	MN	56019	44.1111	-94.9134	914	Health and safety adviser	1944-07-26	8452d4fbfe1736eeb713b5d6837d18f8	1330216232	43.40594	-94.042686	0
1451	531338	2019-08-17 02:08:58	3528407217576457	fraud_Kuphal-Predovic	misc_net	7.13	Patricia	Leach	F	71309 Martinez Stravenue	Kingsport	TN	37663	36.4715	-82.4834	87124	Warden/ranger	1987-02-14	0e7b2e170f11b2f27f0d96460f256120	1345169338	36.485528	-82.143307	0
1452	1113344	2020-04-07 20:45:39	343668971234893	fraud_Medhurst Inc	home	72.82	Sally	Moore	F	835 Reese Views Suite 884	Hopkins	SC	29061	33.9349	-80.8449	13717	Chiropodist	1949-11-16	704e52e94c686af20584be80ef757ae9	1365367539	34.668455	-81.095575	0
1453	808623	2019-12-06 17:02:49	341546199006537	fraud_Dibbert-Green	entertainment	79.29	Mark	Brown	M	8580 Moore Cove	Wales	AK	99783	64.7556	-165.6723	145	Administrator, education	1939-11-09	944ccb356ccda7a2b68d92aa5c080ae2	1354813369	65.23424	-166.089673	0
1454	930626	2020-01-04 20:44:45	180036456789979	fraud_Morissette-Schaefer	personal_care	3.15	Mackenzie	Salazar	F	982 Melissa Lock	Bagley	WI	53801	42.9207	-91.0685	878	Risk analyst	1974-11-20	0e21f5e49c5d712dfdbffdbf23b03be0	1357332285	42.729427	-90.558526	0
1455	285366	2019-05-20 13:06:53	4653879239169997	fraud_Streich Ltd	home	2.59	Monica	Tucker	F	302 Christina Islands	Smiths Grove	KY	42171	37.0581	-86.1938	6841	Therapist, sports	1999-06-06	963a28402a54914707fdff2d99cba254	1337519213	37.819208	-86.340252	0
1456	555294	2020-12-31 21:30:05	343746486082492	fraud_Barrows PLC	shopping_pos	7.37	Jeffrey	Munoz	M	836 Stephanie Union	Cedar	MI	49621	44.8605	-85.8138	3096	Social research officer, government	1975-10-11	9a74145598981d6280db460ec32844d7	1388525405	44.132389	-85.109464	0
1457	444356	2019-07-16 16:50:24	571365235126	fraud_Yost-Rogahn	personal_care	62.12	Barbara	Taylor	F	0069 Robin Brooks Apt. 695	Elberta	MI	49628	44.5995	-86.2141	372	Exhibitions officer, museum/gallery	1995-07-12	dc96829f0f0bd1cfdbe5ae7a300f2862	1342457424	45.36788	-85.740725	0
1458	1194465	2020-05-13 23:11:04	213113338379864	fraud_Kihn, Brakus and Goyette	personal_care	59.78	Larry	Vaughan	M	83555 Melinda Spurs	Kingsville	MD	21087	39.4558	-76.4147	5451	Science writer	1961-12-05	69f70b4ea41320b19385e37b8b775a2d	1368486664	39.442215	-77.003516	0
1459	139328	2019-03-17 07:42:47	3582754887089201	fraud_Kunde-Sanford	misc_net	265.27	Terrance	Mckinney	M	42965 Christopher Fords Suite 659	Norman	AR	71960	34.4596	-93.6743	1383	Magazine features editor	1966-08-08	cd498582c07a9b41d83b2f28d3f58f55	1331970167	35.213455	-94.615185	0
1460	153987	2020-08-14 07:21:46	3517527805128735	fraud_Kutch, Hermiston and Farrell	gas_transport	46.66	Tracy	Conway	F	6778 Campos Field	Bonfield	IL	60913	41.1573	-88.0619	1617	Medical secretary	1990-04-25	54790ccd6b2e445a6c4a2273ee1717bb	1376464906	40.552964	-87.942562	0
1461	55198	2019-02-02 20:29:37	4070511711385545	fraud_Jacobi Inc	health_fitness	87.54	Stephanie	Hopkins	F	44089 Carrie Crossing Suite 954	Falls City	TX	78113	28.9814	-98.0156	2435	Engineer, mining	1967-04-09	12738aae462d1e529fef4935aa7dfbca	1328214577	28.4694	-98.714044	0
1462	462319	2020-12-11 13:13:46	639095706599	fraud_Bartoletti and Sons	personal_care	23.73	Kyle	Wilkinson	M	93970 Trujillo Causeway	Curlew	IA	50527	42.9633	-94.7975	223	Estate manager/land agent	1939-04-14	a6c3a0f2d38bd539d89fee6caf7e21bf	1386767626	43.877871	-95.447989	0
1463	180522	2019-04-04 14:32:56	4294040533480516	fraud_McDermott-Rice	misc_pos	8.14	Gail	Weaver	F	979 Stewart Lake	New Ellenton	SC	29809	33.413000000000004	-81.69	2206	Biomedical scientist	1986-12-31	36905571894a80765f2ddace6bc2c9f7	1333549976	32.714566	-82.651057	0
1464	806799	2019-12-06 04:53:06	180031190491743	fraud_Towne, Walker and Borer	grocery_net	48.01	Becky	Mckinney	F	250 Benjamin Hill Apt. 026	Mobile	AL	36617	30.7145	-88.0918	270712	Surveyor, land/geomatics	1972-01-05	ce1bc69960f5cab89adb7b3b588da4bc	1354769586	31.156111	-87.936221	0
1465	683814	2019-10-19 05:02:17	5596347693144598	fraud_Reynolds-Schinner	misc_pos	246.59	Joseph	Moody	M	5901 Foster Pine	Kenner	LA	70062	29.9912	-90.2479	68211	Engineer, petroleum	1941-04-23	d72cabcfb5a883e229f91e56fa356fa6	1350622937	30.100558000000003	-90.430745	0
1466	1155609	2020-04-27 05:35:14	6011348830550197	fraud_Raynor, Reinger and Hagenes	gas_transport	91.72	Samuel	Johnston	M	16285 Jessica Lights	Birmingham	AL	35229	33.4629	-86.7904	493806	Musician	1980-07-12	43b1d02f81d2f8e85aa739561ea539a1	1367040914	32.571569000000004	-86.837574	0
1467	302847	2020-10-13 12:26:14	3553629419254918	fraud_Nienow, Ankunding and Collier	misc_pos	5.15	Sharon	Johnson	F	7202 Jeffrey Mills	Conway	WA	98238	48.34	-122.3456	85	Research officer, political party	1984-09-01	ad6ad6d7a5e8fcb10caba94fa554fad7	1381667174	47.58337	-122.470833	0
1468	315007	2019-06-01 10:07:58	3520550088202337	fraud_Lind, Huel and McClure	gas_transport	46.42	Micheal	Walters	M	15315 Vaughn Park Suite 356	Hovland	MN	55606	47.8342	-90.0476	272	Freight forwarder	2001-07-05	c5ec9f5d1ff23de6cefe5a8fe3d4167c	1338545278	47.089883	-89.27829200000001	0
1469	127004	2020-08-04 09:59:50	30074693890476	fraud_Mante Group	misc_net	299.82	Kelsey	Richards	F	889 Sarah Station Suite 624	Holcomb	KS	67851	37.9931	-100.9893	2691	Arboriculturist	1993-08-16	d80f3e0d205f0b87516f4e520296d862	1375610390	38.355076	-101.775361	0
1470	831812	2019-12-11 09:12:53	2256234701263057	fraud_Gibson-Deckow	entertainment	38.96	Christopher	Grimes	M	39631 Dunn Radial	Grantham	NH	3753	43.5103	-72.1334	2971	Charity fundraiser	1948-04-11	fd97f4d0fe8bbd290e0292b3e88cb646	1355217173	43.494505	-72.686936	0
1471	549553	2020-12-30 01:59:23	4550599031376731	fraud_Torphy-Goyette	shopping_pos	3.21	Angela	West	F	9471 Wong Islands	Mansfield	OH	44902	40.7559	-82.5123	92985	Press photographer	1968-05-29	4cfb899bd110c30258cdadb5e3fe61e1	1388368763	40.45627	-83.093896	0
1472	109331	2019-03-03 19:51:34	4990494243023	fraud_Medhurst Inc	home	287.35	Martin	Ford	M	56812 Francis Courts	Corriganville	MD	21524	39.6967	-78.8031	626	Energy engineer	1960-12-13	4ad71d20d3311f81c06ddbfb8ae7f18e	1330804294	40.265101	-78.119986	0
1473	202481	2020-08-31 13:23:39	2703186189652095	fraud_Dibbert and Sons	entertainment	148.97	Jennifer	Banks	F	561 Perry Cove	Moravian Falls	NC	28654	36.0788	-81.1781	3495	Psychologist, counselling	1988-03-09	697a9d6413df3cafc49d92bf46b709ea	1377955419	35.673062	-82.006139	0
1474	1001750	2020-02-15 13:20:55	6524376634971418	fraud_Champlin-Casper	home	11.22	Jasmine	Foster	F	954 White Alley Apt. 251	Phil Campbell	AL	35581	34.347	-87.7154	5778	Engineer, aeronautical	1952-12-05	dfc8efddb948196de70fbfbbfda88cda	1360934455	34.845834	-87.61963399999999	0
1475	372887	2019-06-21 21:28:16	30029052116970	fraud_Schiller, Blanda and Johnson	home	41.13	Curtis	Young	M	4319 Watson Shoals Suite 658	Falconer	NY	14733	42.1239	-79.1895	3833	Metallurgist	1970-10-09	a5e734a1cc03305382f97caf37bb6608	1340314096	42.994052	-79.808897	0
1476	163461	2020-08-17 15:42:51	4536996888716062123	fraud_Smith-Stokes	misc_pos	6.16	Nathan	Mendoza	M	767 Adam Mill Apt. 115	Espanola	NM	87533	35.9866	-106.0654	18408	Historic buildings inspector/conservation officer	1972-07-18	ae0e6d7cda32280c986116f6015acfe5	1376754171	36.9674	-106.1873	0
1477	1284066	2020-06-16 08:57:39	3514897282719543	fraud_Gutmann Ltd	grocery_net	97.42	Steven	Faulkner	M	841 Cheryl Centers Suite 115	Farmington	NY	14425	42.958	-77.3083	10717	Cytogeneticist	1952-10-13	a8cc55b31175aa89d8f4edac4d364cd3	1371373059	42.243978000000006	-77.286695	0
1478	338767	2020-10-29 11:31:36	4584931703207308232	fraud_Kerluke, Considine and Macejkovic	misc_net	171.11	Amanda	Gomez	F	8152 Brittany Centers	Dallas	TX	75218	32.8463	-96.6972	1263321	Designer, ceramics/pottery	1975-04-16	413e5f194d59462440b1082b88139f81	1383046296	32.917287	-97.616816	0
1479	24524	2020-06-29 16:01:20	340951438290556	fraud_Berge-Ullrich	home	131.22	Maria	Garcia	F	865 Thomas Village	Orangeburg	NY	10962	41.0442	-73.9609	5950	Records manager	1971-07-02	f8b60116ae89d0f080ae99d324f78165	1372521680	40.563734	-74.34016	0
1480	976219	2020-01-31 12:36:09	6011329966782895	fraud_Eichmann-Kilback	home	81.4	Lauren	Butler	F	030 Seth Divide Suite 355	Tulsa	OK	74131	36.0557	-96.0602	413574	Teacher, special educational needs	1971-09-01	9a981a674a8566fb92b7558ee34fe21a	1359635769	35.624708	-95.096104	0
1481	1163703	2020-04-30 13:59:27	676275912597	fraud_Larson-Moen	entertainment	69.6	Edward	Hensley	M	24318 Dixon Mills	Elk Rapids	MI	49629	44.8955	-85.4082	2223	Chief Financial Officer	1986-01-18	651d5c6ef23f4f564672fca0e8999e35	1367330367	44.534961	-85.006711	0
1482	124928	2020-08-03 20:13:25	3517814635263522	fraud_Dickinson Ltd	personal_care	64.1	William	Cannon	M	43809 Kenneth Circles Suite 152	Union	WV	24983	37.5802	-80.5248	2443	Chartered public finance accountant	1941-10-16	cac62d2d8af8b2396a7e1f488716058e	1375560805	37.287991	-80.607697	0
1483	1235992	2020-05-31 03:17:58	502049568400	fraud_Barrows PLC	shopping_pos	90.81	Daniel	Melton	M	6157 Nichols Mews	Marion	CT	6444	41.7918	-72.7188	370	Health service manager	1962-02-13	226007304a7e792dee64a375a49cf8cb	1369970278	42.120659	-73.11803499999999	0
1484	1251562	2020-06-05 09:16:09	581686439828	fraud_Reilly, Heaney and Cole	gas_transport	98.66	Larry	House	M	911 Sabrina Trafficway	Cochranton	PA	16314	41.5205	-80.0573	5507	Retail merchandiser	1973-07-28	9684ab6d0bac6a8bc453d6d18a24909b	1370423769	41.213587	-79.939184	0
1485	1119786	2020-04-11 13:55:02	676326610042	fraud_Cormier LLC	shopping_net	355.14	Jacqueline	Caldwell	F	54220 April Union Suite 403	Riverview	MI	48193	42.1782	-83.2461	15623	Writer	1993-11-02	ba28a67239f5c88f99134a117191278d	1365688502	41.635158	-82.713194	0
1486	341060	2020-10-30 17:19:54	30248898834493	fraud_Renner Ltd	home	4.92	Michael	Rodriguez	M	172 Paula Inlet Apt. 650	Cross Plains	TX	76443	32.1482	-99.1872	1897	Chief Operating Officer	1953-04-19	d3c78e121636ad0ced6463e671a0d361	1383153594	31.635218	-99.495337	0
1487	591829	2019-09-08 10:25:28	30199621383748	fraud_Morissette, Weber and Wiegand	grocery_net	57.32	Theresa	Powell	F	117 Natasha Vista Suite 936	Leonard	TX	75452	33.4044	-96.2238	4090	Sub	1977-03-23	16ce1387b7a07c74a17143baee1a34e5	1347099928	33.949243	-95.291528	0
1488	68160	2020-07-14 14:38:21	4904681492230012	fraud_Schumm PLC	shopping_net	6.32	Lisa	Lowe	F	574 David Locks Suite 207	Cottekill	NY	12419	41.8467	-74.1038	722	Comptroller	1990-10-19	fbf5b59df93911f0a34ca6fc12841586	1373812701	42.163864	-74.686489	0
1489	36020	2019-01-21 23:50:51	4873783502705038	fraud_Stoltenberg-Beatty	shopping_pos	14.66	Elizabeth	Maxwell	F	194 Goodman Fall Apt. 569	Burlington	WA	98233	48.4786	-122.3345	14871	Public house manager	1974-03-10	e7f534e88bd3cc0fe0c8efc7f5170017	1327189851	48.592499	-122.244421	0
1490	89650	2020-07-21 22:31:17	4536996888716062123	fraud_Gaylord-Powlowski	home	147.59	Nathan	Mendoza	M	767 Adam Mill Apt. 115	Espanola	NM	87533	35.9866	-106.0654	18408	Historic buildings inspector/conservation officer	1972-07-18	34b895b0809a0ddd285b34695417a8a9	1374445877	36.934795	-106.615302	0
1491	513251	2020-12-22 07:39:47	180094419304907	fraud_Volkman Ltd	misc_net	290.53	Sharon	Smith	F	17666 David Valleys	Sun City	CA	92585	33.7467	-117.1721	54287	Designer, exhibition/display	1972-09-22	0a783434676e8c2d016e743799bc0137	1387697987	33.47248	-117.156149	0
1492	170859	2020-08-19 23:52:48	502012776709	fraud_Ritchie, Bradtke and Stiedemann	travel	5.37	Sherry	Martinez	F	144 Yu Locks Apt. 754	Garrattsville	NY	13342	42.6315	-75.1866	165	Naval architect	1945-09-20	ec02eeb76e57a9c0cd19768dbebdd6de	1376956368	43.146299	-74.25734200000001	0
1493	490509	2020-12-17 13:24:28	4364010865167176	fraud_Zboncak Ltd	food_dining	48.36	Gary	Martinez	M	03512 Jackson Ports	Reno	NV	89512	39.5483	-119.7957	276896	Immunologist	1997-03-12	244509e13c714c196867b49e3509579a	1387286668	39.983984	-119.461747	0
1494	1081204	2020-03-24 19:03:19	676195318214	fraud_Dibbert and Sons	entertainment	162.92	Brandy	Quinn	F	9734 Beard Fields Suite 885	Altair	TX	77412	29.6047	-96.5249	106	Editor, film/video	1983-07-24	5b39f55d423dd2add85f0e025e50c016	1364151799	30.419755	-96.837449	0
1495	1133190	2020-04-17 04:00:02	4384910379661778	fraud_Reichert, Rowe and Mraz	shopping_net	1.35	Michelle	Russell	F	55505 Christy Via	Hawley	MN	56549	46.9777	-96.4092	4508	Naval architect	1949-04-24	685c5eab91f038eb00165d824fd0e28c	1366171202	47.323555	-97.236529	0
1496	488897	2019-08-01 23:58:04	30561214688470	fraud_Graham, Hegmann and Hammes	food_dining	32.38	Gina	Morrison	F	41851 Victor Drives Suite 219	Allentown	PA	18103	40.5891	-75.4645	166081	Scientist, research (maths)	1998-10-01	c7156e1f327f8dd1d89f86c323107c06	1343865484	40.112562	-74.500578	0
1497	1056527	2020-03-14 21:42:57	38530489946071	fraud_Crist, Jakubowski and Littel	home	109.0	Laura	Johns	F	95835 Garcia Rue	Arcadia	SC	29320	34.9572	-81.9916	530	Animal technologist	1989-05-14	45d9ec6e484efb18aab5a7a735281a32	1363297377	34.463135	-81.695399	0
1498	616378	2019-09-19 05:36:59	6540981358631302	fraud_Rempel Inc	shopping_net	5.87	Bryan	Torres	M	152 James Centers Apt. 768	Detroit	MI	48221	42.426	-83.15	673342	Retail manager	1967-06-19	10f7cc145423b5526b537924e248704c	1348033019	42.709402	-82.43471	0
1499	382673	2019-06-24 15:43:07	3577794103155425	fraud_Stoltenberg-Beatty	shopping_pos	5.14	Mary	Humphrey	F	9853 Flynn Hollow Apt. 602	Reynolds	ND	58275	47.7068	-97.2092	733	Visual merchandiser	1994-11-12	7f869b045928932b02b8b17dbbdbfaf0	1340552587	47.599517	-98.16512	0
1500	345394	2019-06-11 10:44:29	4492491748959010	fraud_Osinski, Ledner and Leuschke	grocery_pos	90.08	Jonathan	Byrd	M	5554 Mack Meadows	Premier	WV	24878	37.3752	-81.6539	337	Advice worker	1986-10-17	20ebbb41b4762c63159c293a3f3e3460	1339411469	37.272643	-82.030805	0
1501	900416	2019-12-27 00:32:19	38530489946071	fraud_Heidenreich PLC	grocery_pos	143.25	Laura	Johns	F	95835 Garcia Rue	Arcadia	SC	29320	34.9572	-81.9916	530	Animal technologist	1989-05-14	66142b9a0300efe575ff3e36930191b0	1356568339	34.793714	-81.313808	0
1502	833160	2019-12-11 18:17:48	36078114201167	fraud_Osinski Inc	personal_care	11.08	Christopher	Horn	M	956 Sanchez Highway	Mallie	KY	41836	37.2692	-82.9161	798	Facilities manager	1926-06-26	b935a409be1e3da935fb46728487e4e6	1355249868	37.918287	-82.80590699999999	0
1503	875899	2019-12-21 15:18:27	36913587729122	fraud_Zemlak, Tillman and Cremin	personal_care	55.1	Ana	Mccormick	F	4503 Patricia Route	Meridian	ID	83646	43.6498	-116.4306	84106	Intelligence analyst	1971-02-11	1602e1c4d823e603176732bd7ededade	1356103107	44.066567	-116.473495	0
1504	920968	2019-12-30 20:40:59	4198470814557	fraud_Halvorson Group	misc_pos	4.1	Christie	Williamson	F	519 Jerry Views	Avoca	IA	51521	41.4768	-95.3509	2036	Engineering geologist	1971-08-20	52bfdc4794d69e0368f00c446fa64a17	1356900059	41.874526	-95.294402	0
1505	343414	2020-10-31 22:24:00	3517527805128735	fraud_Altenwerth-Kilback	home	39.97	Tracy	Conway	F	6778 Campos Field	Bonfield	IL	60913	41.1573	-88.0619	1617	Medical secretary	1990-04-25	18a913cd568417a7fc99cbfecf673750	1383258240	41.556458	-88.852987	0
1506	1121529	2020-04-12 10:04:48	30428204673351	fraud_Goldner, Kovacek and Abbott	grocery_pos	111.45	Greg	Villarreal	M	2851 Foster Shoals	Schaefferstown	PA	17088	40.3087	-76.2963	823	Gaffer	1982-07-02	eb16be0b1caace97daf6ef0af2de1086	1365761088	40.204571	-77.042018	0
1507	285768	2020-10-06 01:08:46	4922710831011201	fraud_Goldner, Kovacek and Abbott	grocery_pos	100.11	Heather	Chase	F	6888 Hicks Stream Suite 954	Manor	PA	15665	40.3359	-79.6607	1472	Public affairs consultant	1941-03-07	6b58c799bcb902a0c75fb07914998e17	1381021726	40.643734	-79.76831899999999	0
1508	420821	2019-07-08 08:16:17	30273037698427	fraud_Shields Inc	grocery_net	34.44	Andrew	Patterson	M	06959 Stephen Branch Suite 246	Thida	AR	72165	35.5762	-91.4539	111	Careers information officer	2000-06-13	9fbd65db0bb3e518f3efcf655f69f57c	1341735377	35.709427000000005	-92.030443	0
1509	71112	2020-07-15 15:22:02	2285066385084291	fraud_Medhurst Inc	home	167.43	Richard	Brown	M	17819 Jose Mount Suite 657	Heidelberg	MS	39439	31.882	-88.9981	4573	Exhibitions officer, museum/gallery	1988-02-15	1f2b0e57ed4b8424f95046d5a48747c1	1373901722	31.88154	-88.437894	0
1510	492993	2020-12-18 05:07:06	375248307838179	fraud_Fisher-Schowalter	shopping_net	4.61	Joshua	Mendoza	M	4215 Miranda Field Suite 326	Tallmansville	WV	26237	38.8564	-80.158	571	Accounting technician	1967-09-16	fd7e05d14367dc8c8bf622089a9eba74	1387343226	37.966211	-79.821771	0
1511	703748	2019-10-27 15:22:21	4939976756738216	fraud_Champlin and Sons	home	37.46	Michelle	Johnston	F	3531 Hamilton Highway	Roma	TX	78584	26.4215	-99.0025	18128	IT trainer	1990-11-07	af7bfc404d60e3a96fa29cee6ca26262	1351351341	26.608805	-99.9827	0
1512	462877	2020-12-11 16:03:07	3508104404056005	fraud_Beier-Hyatt	shopping_pos	299.1	Michael	Fisher	M	401 Escobar Port	East Troy	WI	53120	42.8035	-88.4092	9679	Engineer, production	1991-04-11	161e30251ff2473305377a134978ca9b	1386777787	42.917726	-87.83624	0
1513	523318	2020-12-24 19:46:53	4797297220948468262	fraud_Friesen-Ortiz	personal_care	16.79	Erica	Briggs	F	3310 Davidson Spurs Apt. 107	Oolitic	IN	47451	38.8938	-86.5246	1228	Counsellor	1991-03-13	ed930f60a5677696b75ae27dafc34e6a	1387914413	38.881275	-85.92232	0
1514	669603	2019-10-12 19:43:25	213193596103206	fraud_Windler LLC	kids_pets	41.44	James	Hunt	M	7369 Gabriel Tunnel	Pointe Aux Pins	MI	49775	45.7549	-84.447	95	Electrical engineer	1994-02-09	5a893f8417c720477aa0427a95211d56	1350071005	46.146173	-84.673074	0
1515	897052	2019-12-26 02:59:30	4294930380592	fraud_Bins, Balistreri and Beatty	shopping_pos	4.23	Misty	Rivera	F	1980 Vasquez Manors Apt. 574	Catawba	VA	24070	37.3696	-80.1284	1363	Equality and diversity officer	1940-08-23	c27675a5d0a93452c2e985dc99141586	1356490770	37.126467	-80.806627	0
1516	497834	2020-12-19 13:23:06	6011893664860915	fraud_Beier-Hyatt	shopping_pos	6.68	Erin	Chavez	F	3379 Williams Common	Littleton	CO	80120	39.5994	-105.0044	320420	Water engineer	1975-07-31	9ffe5c52e66c1862dc49104df3d1af52	1387459386	39.693864000000005	-104.94106200000002	0
1517	1195260	2020-05-14 12:48:34	4797297220948468262	fraud_Haley, Batz and Auer	health_fitness	68.21	Erica	Briggs	F	3310 Davidson Spurs Apt. 107	Oolitic	IN	47451	38.8938	-86.5246	1228	Counsellor	1991-03-13	caf1b1880c56bf2dbdd0c2a79c962580	1368535714	37.957266	-87.15440100000001	0
1518	1178095	2020-05-06 18:11:21	4149635823017	fraud_Connelly-Carter	home	85.44	Samuel	Farrell	M	428 Michael Tunnel Apt. 377	Cleveland	AL	35049	33.9778	-86.5598	3996	Aid worker	1977-06-14	9810893dc754ebc0283ac20f2fa387e2	1367863881	34.435426	-87.459357	0
1519	797447	2019-12-03 12:09:23	4067137330196900	fraud_Barrows PLC	shopping_pos	2.32	Christina	Eaton	F	3256 Brooks Field	Eldridge	AL	35554	33.9315	-87.6194	1186	Politician's assistant	1986-11-12	54b483b8a75331d89e20f8b7562e0ab3	1354536563	33.524621	-87.811044	0
1520	183779	2019-04-06 05:33:08	3518234918950662	fraud_Cummerata-Jones	gas_transport	104.73	Barbara	Lowe	F	67210 Lori Creek	Sherman	TX	75092	33.6372	-96.6184	46563	Systems developer	1970-09-11	ac142e7beeeabf797c3877850e60c7c1	1333690388	34.201584999999994	-96.83516	0
1521	414425	2019-07-06 16:34:01	4239436242473	fraud_Auer-West	shopping_net	9.13	James	Leon	M	826 Benjamin Stravenue	Alexandria	VA	22311	38.832	-77.12	321490	Scientist, biomedical	1991-10-04	580491cd30d05e1b7ef9910036100240	1341592441	38.694141	-77.06430999999999	0
1522	487362	2020-12-16 13:47:56	630423337322	fraud_Rau-Robel	kids_pets	35.56	Stephanie	Gill	F	43039 Riley Greens Suite 393	Orient	WA	99160	48.8878	-118.2105	149	Special educational needs teacher	1978-06-21	ddebbda86ef5f63aab587906e69199fc	1387201676	48.12908	-118.284212	0
1523	486747	2020-12-16 08:30:30	4482427013979020	fraud_Mosciski, Gislason and Mertz	grocery_pos	141.5	Leslie	Ford	F	4938 Hatfield Course	Henderson	WV	25106	38.8265	-82.1364	642	Building services engineer	1946-08-30	fa07e34c6075a79eb264a87bdea94159	1387182630	39.175453000000005	-83.064262	0
1524	939883	2020-01-10 08:08:16	341546199006537	fraud_Schamberger-O'Keefe	grocery_pos	120.29	Mark	Brown	M	8580 Moore Cove	Wales	AK	99783	64.7556	-165.6723	145	Administrator, education	1939-11-09	b0eafac4c23d33df1195122a57249c06	1357805296	65.49426700000001	-166.655425	0
1525	189741	2020-08-26 14:11:24	2254799658404120	fraud_Swift PLC	kids_pets	49.49	Barbara	Nelson	F	7337 Browning Falls Suite 027	Valdosta	GA	31605	30.946	-83.2474	94325	Educational psychologist	1987-09-08	3b325ed5f48f0b99408bf440d8fbd797	1377526284	30.97651	-83.19147	0
1526	520266	2020-12-23 20:37:57	630424987505	fraud_Effertz LLC	entertainment	71.57	Jennifer	Black	F	2870 Bean Terrace Apt. 756	Thomas	WV	26292	39.1505	-79.503	836	Forensic psychologist	1981-08-29	cd10d9feb7c424b678b157a2d2f62699	1387831077	38.772669	-80.119087	0
1527	858723	2019-12-16 21:46:56	213141712584544	fraud_Gottlieb Group	kids_pets	21.78	Margaret	Curtis	F	742 Oneill Shore	Florence	MS	39073	32.153	-90.1217	19685	Fine artist	1984-12-24	5af0e0d158cce6239c5d347c443978d7	1355694416	31.839354	-90.916629	0
1528	135171	2019-03-15 16:41:04	4344955088481397	fraud_Konopelski, Schneider and Hartmann	food_dining	58.14	Christopher	Rodgers	M	30587 Fox Shores Apt. 627	Fenelton	PA	16034	40.8555	-79.7372	2054	Communications engineer	1976-09-29	80f0ab869b267db568afa3281cb4f035	1331829664	41.233294	-80.583034	0
1529	816430	2019-12-08 05:55:37	6526955903501879	fraud_Powlowski-Weimann	food_dining	78.43	Jennifer	Scott	F	7351 Cindy Well Suite 099	Naples	FL	34120	26.3304	-81.5871	276002	Medical technical officer	1950-12-14	bf1a8205218fc93a6c73e9b0a21a9eb5	1354946137	25.561812	-81.561655	0
1530	4850	2019-01-04 02:03:32	180072527505094	fraud_Koepp-Witting	grocery_pos	109.8	Cody	Miller	M	25748 John Wells	Mooresville	NC	28117	35.584	-80.8685	69793	Control and instrumentation engineer	1953-12-08	1b3feee9efccaa93c8c89c2699d45629	1325642612	36.269329	-80.985474	0
1531	658862	2019-10-07 13:11:19	3513506355699497	fraud_Turner LLC	travel	2.12	Sarah	Adams	F	5654 Peterson Land	Ridgeland	MS	39157	32.4122	-90.1207	24645	Scientist, clinical (histocompatibility and immunogenetics)	1966-05-29	4d8963ad7b90e606360d7898d76a0706	1349615479	31.703853	-89.800966	0
1532	1045617	2020-03-09 17:33:23	213148039875802	fraud_Schumm PLC	shopping_net	15.4	Jill	Jacobs	F	034 Kimberly Mountains	Brandon	FL	33510	27.9551	-82.2966	79613	Environmental consultant	1978-11-30	35560a5694b743eb25f932c318481512	1362850403	27.278665000000004	-83.086365	0
1533	150284	2020-08-12 12:34:48	6011231546538393	fraud_Jast-McDermott	shopping_pos	2.83	Johnny	Bennett	M	321 Camacho Causeway	Boonton	NJ	7005	40.9115	-74.414	15269	Psychologist, sport and exercise	1993-07-05	adab12ea7ff7694e4a27af519a3f63ff	1376310888	41.650097	-74.443442	0
1534	42539	2019-01-26 10:43:45	4836998673805450	fraud_Eichmann-Russel	misc_pos	66.23	Susan	Hardy	F	516 Brown Parks	Manistique	MI	49854	46.0062	-86.2555	6469	Trade mark attorney	1979-04-12	cacfca9db349b543ae543e400f4e4111	1327574625	46.768406	-86.728386	0
1535	140491	2019-03-17 16:49:36	2720433095629877	fraud_Bode-Schuster	kids_pets	23.38	Mark	Wood	M	854 Walker Dale Suite 488	Bowdoin	ME	4287	44.0575	-69.9656	3224	Engineer, electronics	1997-08-22	f50f35f7ef4666833c92974ffb6d47eb	1332002976	44.911655	-69.57050600000001	0
1536	371648	2019-06-21 10:36:40	30428204673351	fraud_Romaguera, Cruickshank and Greenholt	shopping_net	84.69	Greg	Villarreal	M	2851 Foster Shoals	Schaefferstown	PA	17088	40.3087	-76.2963	823	Gaffer	1982-07-02	e33248fbb1d0fea215a171810d98ca4e	1340275000	39.804428	-76.24063100000001	0
1537	432588	2019-07-13 03:11:55	377264520876399	fraud_Kunze Inc	grocery_pos	88.6	Kara	Miles	F	2076 Thomas Roads Suite 970	Cassatt	SC	29032	34.3424	-80.5	4424	Lawyer	1961-07-31	b84502d0d850f8c272b742c05c2b7738	1342149115	35.041518	-79.90467	0
1538	471582	2019-07-27 01:34:28	3558881852140592	fraud_Kuvalis Ltd	gas_transport	75.63	Christopher	Holt	M	05597 Michael Spurs	Parks	AZ	86018	35.2563	-111.95	759	Geologist, engineering	1957-03-28	df22a0f07a4103834bc18292b550c2bf	1343352868	35.49915	-112.863524	0
1539	852851	2019-12-15 22:50:24	3598304579370089	fraud_Botsford PLC	home	42.95	Vincent	Flowers	M	0189 Emily Prairie	Wichita	KS	67232	37.6395	-97.1714	409656	Heritage manager	1985-12-27	f1666065179f3ad02b36e91de102575a	1355611824	37.522529	-96.402986	0
1540	553915	2019-08-24 22:55:06	2703186189652095	fraud_Howe PLC	entertainment	53.27	Jennifer	Banks	F	561 Perry Cove	Moravian Falls	NC	28654	36.0788	-81.1781	3495	Psychologist, counselling	1988-03-09	7dec793f62b00cb0d044844eae0f7fe6	1345848906	35.495056	-80.986566	0
1541	1069955	2020-03-20 13:05:15	36722699017270	fraud_Kihn, Abernathy and Douglas	shopping_net	202.52	Jessica	Perez	F	8172 Robertson Parkways Suite 072	Superior	AZ	85173	33.2887	-111.0985	2872	Petroleum engineer	1987-10-28	893f1f913c0a11b8b97ec5218395bc8c	1363784715	33.917654	-111.95346	0
1542	4444	2020-06-22 16:00:25	377993105397617	fraud_Bruen-Yost	misc_pos	570.15	Nathan	Martinez	M	586 Thomas Cliffs	Oconto Falls	WI	54154	44.8755	-88.1555	5548	Mining engineer	1975-09-11	4b609cdbdc1ae8f0b36a124e13b07859	1371916825	44.261852000000005	-87.207291	0
1543	313457	2019-05-31 20:07:43	4170689372027579	fraud_Rempel Inc	shopping_net	34.0	Samuel	Frey	M	830 Myers Plaza Apt. 384	Edmond	OK	73034	35.6665	-97.4798	116001	Media buyer	1993-05-10	b83dc14fc143cb892b3ff49ad637a137	1338494863	34.757295	-97.206911	0
1544	111987	2020-07-30 06:12:43	344709867813900	fraud_Herman, Treutel and Dickens	misc_net	90.54	Joanna	Hudson	F	2924 Bobby Trafficway	Sebring	FL	33872	27.4703	-81.4872	50835	Environmental consultant	1986-01-30	9f2d1a048871c5fc1bfca51bf6c2a2a7	1375164763	26.916173	-81.365711	0
1545	482742	2019-07-30 03:14:41	2268221587779419	fraud_Klocko LLC	misc_net	358.91	Peggy	Berry	F	517 Vasquez Lodge	Vancouver	WA	98665	45.6892	-122.6616	299480	Teaching laboratory technician	1985-01-02	bf3b2965c407aa50e2e43a89524d0349	1343618081	45.908502	-121.771032	0
1546	76574	2020-07-18 04:19:47	4769426683924058915	fraud_Mraz-Herzog	gas_transport	61.72	Andrea	Cruz	F	26572 Hodge Villages Suite 512	Mifflin	PA	17058	40.5553	-77.4001	1909	Mining engineer	1954-08-22	9be83806a17d6797197c531a5f2a6eca	1374121187	41.356404	-77.88448199999999	0
1547	1126810	2020-04-14 00:49:51	6011860238257910	fraud_Effertz, Welch and Schowalter	entertainment	4.53	Lisa	Mendez	F	44259 Beth Station Suite 215	Lahoma	OK	73754	36.385	-98.0727	1078	Programme researcher, broadcasting/film/video	1952-07-06	eedc3f1402e27dd925be87300931d767	1365900591	37.101948	-98.091513	0
1548	1232420	2020-05-29 17:17:44	584673555952	fraud_Mueller, Gerhold and Mueller	health_fitness	18.36	Jessica	Jordan	F	071 Wise Trace	Coleharbor	ND	58531	47.5196	-101.2332	307	Make	1930-08-13	fef878f1ca6a4b6aa24174c54d5a2379	1369847864	47.823128	-100.553248	0
1549	814223	2019-12-07 20:25:02	3533012926413100	fraud_McCullough, Hudson and Schuster	food_dining	250.24	Megan	Bernard	F	128 Nathan Ramp	Barneveld	NY	13304	43.2237	-75.1612	1684	IT trainer	1994-03-01	b0e577d9dea4257fdab16c707f3f5afd	1354911902	43.558067	-75.476506	0
1550	172850	2019-03-31 21:07:24	3528407217576457	fraud_Hickle Group	shopping_pos	2.03	Patricia	Leach	F	71309 Martinez Stravenue	Kingsport	TN	37663	36.4715	-82.4834	87124	Warden/ranger	1987-02-14	c81451c939f52b6213b29549e4180d5b	1333228044	37.125188	-82.133234	0
1551	1240592	2020-06-01 12:25:28	345389171551808	fraud_Kilback Group	food_dining	141.71	Justin	Fowler	M	5569 Phillips Neck Apt. 003	Coffeeville	MS	38922	33.9215	-89.6782	3451	Financial trader	1984-05-19	8b596da521b207e18316329f4b950953	1370089528	33.804241999999995	-89.20000300000001	0
1552	253257	2019-05-06 07:40:02	4810839835482794272	fraud_Kiehn Inc	grocery_pos	116.5	Carolyn	Perez	F	433 Blake Roads Suite 967	Wheaton	MO	64874	36.7651	-94.0492	760	Production manager	1985-08-31	5fdb8cd7fc39bf3a4002a9d51b7f6c3c	1336290002	36.266858	-94.542872	0
1553	486006	2019-07-31 18:24:03	3511378610369890	fraud_Fadel, Mertz and Rippin	entertainment	5.4	James	Cooper	M	663 Ramirez Trace Apt. 951	Huntsville	AL	35811	34.7789	-86.5438	190178	Television production assistant	1973-04-01	eadf1bf8daa82299bb32f797ea394fb6	1343759043	34.282869	-87.080731	0
1554	967051	2020-01-25 22:47:56	4171397999167005	fraud_Renner Ltd	home	7.3	Ashley	Mcdonald	F	3160 Tina Estates Suite 234	Marietta	SC	29661	35.0296	-82.5136	5648	Museum/gallery exhibitions officer	1934-10-06	1a3b66d31580673dcdbb8e6cc20bfd67	1359154076	35.378002	-81.778531	0
1555	251647	2019-05-05 18:57:51	4681601008538160	fraud_Torp, Muller and Borer	health_fitness	18.91	Tammy	Davis	F	77663 Colleen Freeway	Moundsville	WV	26041	39.9148	-80.73100000000001	16183	Physiotherapist	1977-08-12	2ba1e45ef7caa9c8b2a270a347b03999	1336244271	40.426739000000005	-80.092443	0
1556	1199896	2020-05-16 23:39:39	4605902936394	fraud_Rau-Grant	kids_pets	15.0	Vincent	Mueller	M	79019 Taylor Cliffs	Dallas	TX	75238	32.876999999999995	-96.708	1263321	Drilling engineer	1959-06-28	2eaacf5c5714e9cabe415665e30272aa	1368747579	33.78839	-97.557512	0
1557	545540	2019-08-21 18:44:21	3518234918950662	fraud_Beier-Hyatt	shopping_pos	122.26	Barbara	Lowe	F	67210 Lori Creek	Sherman	TX	75092	33.6372	-96.6184	46563	Systems developer	1970-09-11	5a593e343aa50b4704aa6be9cdeb88f1	1345574661	33.159717	-97.176717	0
1558	1012847	2020-02-22 00:33:06	3582754887089201	fraud_Kilback LLC	grocery_pos	84.07	Terrance	Mckinney	M	42965 Christopher Fords Suite 659	Norman	AR	71960	34.4596	-93.6743	1383	Magazine features editor	1966-08-08	b87062c7a73c1f95e0d5f05d33071f9e	1361493186	34.189312	-93.661538	0
1559	415862	2020-11-30 23:00:06	213155997615567	fraud_Bauch-Blanda	entertainment	71.93	James	Yoder	M	83359 Lopez Point	Clune	PA	15727	40.5503	-79.3237	168	Race relations officer	1978-10-04	eb902c0cf37fd9d135ba05045ee3723d	1385852406	40.719162	-79.623694	0
1560	39639	2019-01-24 04:12:08	30428204673351	fraud_Herman Inc	misc_pos	26.75	Greg	Villarreal	M	2851 Foster Shoals	Schaefferstown	PA	17088	40.3087	-76.2963	823	Gaffer	1982-07-02	43e2aa4fcff899530c290450d7562e8f	1327378328	41.103172	-76.71736700000001	0
1561	324906	2019-06-03 22:58:49	4958589671582726883	fraud_Swaniawski, Nitzsche and Welch	health_fitness	6.07	Aaron	Pena	M	793 Hooper Tunnel Suite 154	Burke	VA	22015	38.7894	-77.2818	43102	Health visitor	1950-11-27	fa2af2aff6b7b13f366ba91198ea24fe	1338764329	37.817040000000006	-77.555642	0
1562	415116	2019-07-06 20:22:29	38947654498698	fraud_Streich Ltd	home	15.29	Lori	Rodriguez	F	12087 Michael Light	Creola	OH	45622	39.3543	-82.50299999999999	321	Copywriter, advertising	1979-06-24	553474e21070f57cfe6487601eb09621	1341606149	40.266794	-82.249764	0
1563	1112225	2020-04-07 13:37:06	180046617132290	fraud_Witting, Beer and Ernser	home	26.69	Erika	Mason	F	083 Karen Island Apt. 656	Goreville	IL	62939	37.575	-88.9655	3119	Teacher, secondary school	1942-04-17	35bcb6a41ee02aa0eb7f79d4a60959c6	1365341826	37.413714	-88.21888	0
1564	101378	2019-02-28 13:24:49	2719496466799416	fraud_Reichel LLC	personal_care	12.17	Sheila	Baker	F	8030 Walker Heights	Belle Fourche	SD	57717	44.6723	-103.8396	8007	Hospital pharmacist	1940-09-17	74140894366131f5867479c92b003bb1	1330521889	44.963122	-102.961679	0
1565	586595	2019-09-06 05:09:04	2720433095629877	fraud_Casper, Hand and Zulauf	grocery_pos	85.47	Mark	Wood	M	854 Walker Dale Suite 488	Bowdoin	ME	4287	44.0575	-69.9656	3224	Engineer, electronics	1997-08-22	905ed1d7c247e67f4e12ae091895633e	1346908144	44.626279	-70.430513	0
1566	254017	2019-05-06 14:05:29	4006047418382	fraud_Kozey-Kuhlman	personal_care	76.42	Robert	Sanchez	M	7314 Johnson Square Apt. 296	Parkers Lake	KY	42634	36.8347	-84.4436	1565	Designer, industrial/product	1968-07-24	7a4a0387f71dfb3a3beea3139eeadbc0	1336313129	37.634766	-83.478246	0
1567	503668	2019-08-06 15:51:45	2356276337669917	fraud_Berge, Kautzer and Harris	personal_care	28.4	Benjamin	Harris	M	0881 Lori Pines	Chester	MD	21619	38.9583	-76.2842	5848	Paediatric nurse	1981-02-15	ae89000e3ecf1794f5ffe7c1cef563af	1344268305	39.741614	-76.435735	0
1568	369799	2020-11-11 18:49:27	38797410705641	fraud_Daugherty-Thompson	food_dining	57.95	Andrew	Tucker	M	583 Gray Creek	Oak Hill	NY	12460	42.4069	-74.1528	277	Glass blower/designer	1971-12-12	3c9076794d4f5a6949450739846bb673	1384195767	43.368165000000005	-74.747939	0
1569	1185921	2020-05-10 18:16:39	3501942333500073	fraud_Lemke-Gutmann	shopping_net	231.63	Lori	Bishop	F	08056 Alvarado Club Suite 699	Phoenix	AZ	85086	33.8155	-112.1202	1312922	Counselling psychologist	1999-11-30	8ce21b4fb2f62e18570bb6d0818ba3ec	1368209799	33.932303999999995	-111.308081	0
1570	750106	2019-11-17 06:27:29	4457732997086323466	fraud_Simonis-Prohaska	misc_pos	36.85	Stanley	Mayo	M	3433 Jones Branch	Fiddletown	CA	95629	38.5234	-120.6763	832	Immigration officer	1987-05-19	d6e77e4350728d76a0345bbe1e112deb	1353133649	37.98277	-120.493259	0
1571	476829	2020-12-14 14:31:14	342319985983023	fraud_Hermiston, Russel and Price	food_dining	66.12	Bryan	Pugh	M	6366 French Field	Margaretville	NY	12455	42.1852	-74.6178	1988	Environmental health practitioner	1978-05-23	0b93519d70f3764ffe0e784377f96ed8	1387031474	41.624337	-74.635935	0
1572	269085	2020-09-28 20:35:09	3599237318576484	fraud_Zemlak, Tillman and Cremin	personal_care	30.35	Jessica	Smith	F	06808 Ryan Valleys	Dubre	KY	42731	36.8421	-85.5396	341	Insurance risk surveyor	1932-11-19	b6b5c415290427f8b2b034f3988123b9	1380400509	36.214711	-84.566639	0
1573	1116283	2020-04-09 15:36:33	3577578023716568	fraud_Reichel LLC	personal_care	23.77	Debbie	Hughes	F	0182 Owens Burgs Suite 480	Diamond	OH	44412	41.0935	-81.0425	2644	Engineer, biomedical	1983-08-25	b534e11fc3baa97db84e8a2910f722fb	1365521793	40.109403	-80.920564	0
1574	1078454	2020-03-23 22:00:15	30328384440870	fraud_Wuckert, Wintheiser and Friesen	home	75.09	Helen	Campbell	F	182 Sergio Summit Apt. 129	Browning	MO	64630	40.029	-93.1607	602	Cytogeneticist	1954-07-14	5cc1f50e0f65af1aea1118dc07136f73	1364076015	39.572716	-92.883299	0
1575	83890	2019-02-18 23:48:21	6011388901471808	fraud_Ziemann-Waters	health_fitness	143.45	Jacqueline	Marsh	F	950 Sheryl Spurs	Dunlevy	PA	15432	40.1151	-79.8627	427	Mining engineer	1951-02-05	8d1782c3559ca6a748571caa87cc543c	1329608901	39.138714	-80.175271	0
1576	819254	2019-12-08 16:45:51	4170689372027579	fraud_Beier and Sons	home	13.95	Samuel	Frey	M	830 Myers Plaza Apt. 384	Edmond	OK	73034	35.6665	-97.4798	116001	Media buyer	1993-05-10	7f44f42f4ffbc7a8bb1bebff8a1b3d78	1354985151	35.945440000000005	-98.24999	0
1577	784521	2019-12-01 03:35:33	6596735789587928	fraud_Turner, Ruecker and Parisian	misc_pos	43.23	Spencer	Williams	M	1145 Tony Drive Suite 080	Watertown	MN	55388	44.9595	-93.8482	5619	Licensed conveyancer	1959-01-15	43fce947e1067f2f109342309021645c	1354332933	45.444349	-94.694928	0
1578	837768	2019-12-12 23:22:15	4917226033950	fraud_Schuppe LLC	entertainment	5.97	Adam	Keller	M	32600 Cobb Curve	Sardis	AL	36775	32.2844	-86.992	800	Learning disability nurse	1932-09-17	24d7207879caa7a4a3df83da9d5b48db	1355354535	32.166057	-86.946887	0
1579	563409	2019-08-27 20:25:08	6544734391390261	fraud_Thiel-Thiel	entertainment	106.82	John	Myers	M	701 Wilson Divide	Highland	IN	46322	41.55	-87.4569	23727	Community arts worker	1982-02-08	44cfc3b4503bac04cbea85405788142e	1346099108	42.126229	-87.92554399999999	0
1580	349131	2020-11-02 22:23:41	4681601008538160	fraud_Beier-Hyatt	shopping_pos	127.22	Tammy	Davis	F	77663 Colleen Freeway	Moundsville	WV	26041	39.9148	-80.73100000000001	16183	Physiotherapist	1977-08-12	4b620ea0deaa4cbb77500843638f0697	1383431021	39.224607	-81.085382	0
1581	492357	2020-12-18 00:14:02	4474324669797121	fraud_Greenholt, O'Hara and Balistreri	shopping_net	9.18	Matthew	Russell	M	168 Michael Coves Suite 343	June Lake	CA	93529	37.7773	-119.0825	633	Health service manager	1927-09-09	949130c7a95b9ea14a3810c5b4bcfb98	1387325642	38.396783	-118.235625	0
1582	45931	2020-07-06 22:45:40	4060579726528237	fraud_Quitzon-Goyette	home	89.45	Steven	Sanders	M	25955 Amy Via	Ozawkie	KS	66070	39.2136	-95.4404	2661	Theatre director	1948-11-14	6854dd75909e5928e52673b3c024a007	1373150740	39.978396	-94.612912	0
1583	751231	2019-11-17 15:15:09	342035762534413	fraud_Streich Ltd	home	6.46	Jennifer	Carrillo	F	334 Adam Mountains Apt. 868	Manquin	VA	23106	37.7184	-77.186	976	Engineer, automotive	1999-06-19	a40ec584dcb73fe624c238d2a917a648	1353165309	37.949447	-78.062303	0
1584	1134001	2020-04-17 15:12:16	5580563567307107	fraud_Schiller, Blanda and Johnson	home	78.1	Stanley	Dickson	M	078 Alex Fields	Smock	PA	15480	39.9961	-79.7678	1946	Charity fundraiser	1990-06-21	57090387353bf04642798ed3e02fc7e3	1366211536	40.069597	-79.32948499999999	0
1585	997665	2020-02-12 17:37:20	6011724471098086	fraud_Boyer PLC	shopping_net	1.24	Ann	Lawson	F	144 Evans Islands Apt. 683	Burbank	WA	99323	46.1966	-118.9017	3684	Musician	1981-11-29	295e4c003244c1442759379c3b8799ef	1360690640	47.112948	-119.620341	0
1586	1024139	2020-02-28 13:59:29	341546199006537	fraud_Brown Inc	kids_pets	6.36	Mark	Brown	M	8580 Moore Cove	Wales	AK	99783	64.7556	-165.6723	145	Administrator, education	1939-11-09	b82f0fa5c9ae9495313e10013c2210b6	1362059969	65.147902	-165.025548	0
1587	224349	2019-04-23 07:23:22	3506042666828517	fraud_Bins-Rice	gas_transport	61.65	Christine	Burns	F	343 Hannah Parkway	Comfort	WV	25049	38.1372	-81.5962	630	Fine artist	1959-07-30	719ca6c27317ddc665561cfc2686694b	1335165802	37.610995	-81.287745	0
1588	192150	2020-08-27 19:06:46	370877495212014	fraud_Price Inc	shopping_net	8.06	Sarah	Clark	F	25961 Beverly Union Apt. 042	North Wilkesboro	NC	28659	36.2017	-81.1286	21134	Dispensing optician	1984-03-06	9297290127ac52462860b02f9732aa9b	1377630406	35.993856	-80.187273	0
1589	396194	2020-11-23 17:46:46	3541160328600277	fraud_Conroy-Emard	food_dining	2.76	Jason	Singh	M	4720 Anna Ways	Murrayville	IL	62668	39.5723	-90.2379	1512	Commercial/residential surveyor	2003-05-07	c39c9afd2413c5f4ec13475a20345d9e	1385228806	40.183556	-90.543291	0
1590	236308	2020-09-14 15:15:45	4292902571056973207	fraud_Beier and Sons	home	3.09	Jeffrey	Smith	M	135 Joseph Mountains	Sula	MT	59871	45.8433	-113.8748	218	Therapist, horticultural	1995-08-16	535a7ed6a06eb9b302ef8b63a757bf25	1379171745	45.688532	-113.45585	0
1591	98598	2020-07-26 00:55:26	3531606252458308	fraud_Schroeder, Hauck and Treutel	entertainment	30.91	Juan	Taylor	M	7911 Campbell Crossing Apt. 725	Stoneham	MA	2180	42.4828	-71.0978	21437	Artist	1964-06-25	bf1edd2f3232168ac342d2fcb9de15bd	1374800126	42.216366	-70.758095	0
1592	1169146	2020-05-03 11:03:53	4006047418382	fraud_Labadie, Treutel and Bode	shopping_net	35.61	Robert	Sanchez	M	7314 Johnson Square Apt. 296	Parkers Lake	KY	42634	36.8347	-84.4436	1565	Designer, industrial/product	1968-07-24	c5644b0e2b40578afaffcebca64a547c	1367579033	37.722297	-84.37337600000001	0
1593	233911	2020-09-13 19:43:25	3554849923339851	fraud_Hamill-D'Amore	health_fitness	33.66	John	Hudson	M	886 Nicole Key	Stillwater	OK	74074	36.1043	-97.0609	55345	Cabin crew	1948-05-01	64135a849e173cc6d522530d5797a1f6	1379101405	35.756543	-96.813967	0
1594	1263232	2020-06-09 02:20:55	3561963695236764	fraud_Kovacek, Dibbert and Ondricka	grocery_pos	88.01	Michael	Lee	M	7915 Dawn Roads Apt. 544	Shelter Island	NY	11964	41.06399999999999	-72.3366	1858	Clinical biochemist	1984-03-03	4cd99aff2f6f51775c82e9c65fc711cd	1370744455	40.694223	-73.226787	0
1595	393036	2020-11-22 16:43:06	4119762878330989	fraud_Gulgowski LLC	home	24.37	Melinda	Gutierrez	F	1497 West Gateway	Eureka	IL	61530	40.7152	-89.2706	6713	Archivist	1945-08-19	73e8736b81415bc1a32f196ce03d097a	1385138586	40.896721	-89.93578199999999	0
1596	1024055	2020-02-28 12:51:10	501882822387	fraud_Lubowitz, Terry and Stracke	personal_care	6.22	Melissa	Phillips	F	5069 Scott Pass Apt. 654	Meadville	MS	39653	31.4285	-90.8578	2799	Therapist, horticultural	1961-01-21	7d79ded58b35dc64745200b51e181666	1362055870	31.272955	-90.157355	0
1597	536625	2020-12-27 23:28:52	675945690716	fraud_Osinski Inc	personal_care	1.55	Ellen	Smith	F	285 George Lake	Beaver Falls	PA	15010	40.7687	-80.3592	28425	Podiatrist	2000-06-09	713e2f68c7386ea5363bd37b99abea94	1388186932	40.922376	-80.271578	0
1598	929264	2020-01-04 05:17:06	30238755902988	fraud_Miller-Harris	misc_net	34.78	Danielle	Yu	F	5395 Colon Burgs Suite 037	Thrall	TX	76578	30.592	-97.2893	1766	Press sub	1976-01-02	d46240d8b1f7e1a8ca4b78936e9c5ea9	1357276626	31.03354	-98.069534	0
1599	771146	2019-11-25 21:21:25	4922710831011201	fraud_Quitzon-Goyette	home	52.5	Heather	Chase	F	6888 Hicks Stream Suite 954	Manor	PA	15665	40.3359	-79.6607	1472	Public affairs consultant	1941-03-07	8aa54c5e5ba4958f46e12c49c2b8a422	1353878485	40.008668	-79.708147	0
1600	221378	2019-04-22 05:20:14	5559857416065248	fraud_Rodriguez Group	gas_transport	63.0	Jack	Hill	M	5916 Susan Bridge Apt. 939	Grenada	CA	96038	41.6125	-122.5258	589	Systems analyst	1945-12-21	771230ca61e805faf68a6ed9fcba4599	1335072014	42.059359	-122.000454	0
1601	33929	2020-07-02 23:49:43	343668971234893	fraud_Bins-Howell	personal_care	68.81	Sally	Moore	F	835 Reese Views Suite 884	Hopkins	SC	29061	33.9349	-80.8449	13717	Chiropodist	1949-11-16	07540aa139d086875e0bb83b44924538	1372808983	34.231190999999995	-80.945247	0
1602	74754	2020-07-17 10:46:50	180084576295055	fraud_Jaskolski-Vandervort	misc_net	43.46	David	Kirby	M	133 Alyssa Plains	Lolita	TX	77971	28.7724	-96.4793	911	Archaeologist	1970-01-18	2f49d8758bc83e9b6cdbaf717f80b321	1374058010	28.213968	-96.438544	0
1603	697034	2019-10-24 21:06:20	3566373869538620	fraud_Feil-Morar	health_fitness	57.98	Steven	Castaneda	M	46809 Toni Flat Suite 216	Lamy	NM	87540	35.4311	-105.9409	923	Public relations account executive	1964-06-22	37ca2691f8a2818115dc9e4ebe612259	1351112780	35.344749	-105.427068	0
1604	864734	2019-12-18 18:46:11	3524574586339330	fraud_Swaniawski, Lowe and Robel	shopping_pos	135.82	Ashley	Cabrera	F	94225 Smith Springs Apt. 617	Vero Beach	FL	32960	27.633000000000003	-80.4031	105638	Librarian, public	1986-05-07	6bb68fecb320cea6311b42dace450efc	1355856371	28.534251	-81.17495600000001	0
1605	208324	2020-09-01 23:05:13	3565996340207976	fraud_Pacocha-Bauch	shopping_pos	4.19	Warren	Daniels	M	23656 Harris Gardens Suite 698	El Paso	TX	79906	31.8092	-106.4247	749635	Market researcher	1973-01-21	ea9d8cb0487df2b487e8f1bf4d4b52b5	1378076713	31.909119	-106.728077	0
1606	855115	2019-12-16 08:55:20	4658490815480264	fraud_Dach-Nader	misc_net	8.13	Tara	Richards	F	4879 Cristina Station	Keisterville	PA	15449	39.9636	-79.7853	184	Systems developer	1945-11-04	c19c30cb7b900f0de39f3a046a74a64c	1355648120	40.470875	-79.114049	0
1607	301840	2019-05-27 01:53:16	30118423745458	fraud_Bogisich Inc	grocery_pos	33.3	Jared	Velazquez	M	01479 Murray Circle	Matawan	NJ	7747	40.4109	-74.238	30770	Drilling engineer	1993-04-29	9a29b05cc3fe26ee637603906cb9d907	1338083596	39.826335	-75.209552	0
1608	755267	2019-11-18 20:29:31	370612217861404	fraud_Medhurst PLC	shopping_net	16.5	Amanda	Fitzgerald	F	298 Kayla Lights	Bristol	PA	19007	40.1159	-74.8536	21125	Administrator, charities/voluntary organisations	1985-05-25	abd640768e820a11e688cbb76aa35d97	1353270571	40.551865	-75.380046	0
1609	786631	2019-12-01 13:21:58	343472729187663	fraud_Romaguera, Wehner and Tromp	kids_pets	23.71	Gloria	Wallace	F	234 Bridges Wells Apt. 389	Center Tuftonboro	NH	3816	43.6849	-71.2551	1368	Optician, dispensing	1971-08-05	077d73b84f35eae519bfc21172b6e0b5	1354368118	44.157976	-71.19201	0
1610	535176	2020-12-27 17:50:07	4464457352619	fraud_Jast-McDermott	shopping_pos	5.6	Breanna	Rodriguez	F	118 Cabrera Springs Apt. 105	Lanark Village	FL	32323	29.8826	-84.5964	217	Television production assistant	1990-01-24	89e1d1518b85df4f14dfc06adccad601	1388166607	29.26051	-84.90891500000001	0
1611	887429	2019-12-23 13:34:47	4607072969078276	fraud_Okuneva, Schneider and Rau	shopping_pos	9.58	Brenda	Perez	F	033 Tara Brook Suite 523	Coyle	OK	73027	35.8985	-97.2607	1493	Amenity horticulturist	1985-03-21	e8a98f982082a9a07a0da12465a5aa67	1356269687	34.934315999999995	-97.685873	0
1612	476321	2020-12-14 13:00:17	4601636330889	fraud_Upton PLC	entertainment	19.83	Mark	Rivera	M	383 Contreras Hills Suite 658	Humble	TX	77338	30.0041	-95.2825	194500	Tax adviser	1990-12-18	82919ca01cff57c20d059b41f36ef8cf	1387026017	30.924875	-95.859152	0
1613	40168	2019-01-24 14:39:53	30487648872433	fraud_Zemlak, Tillman and Cremin	personal_care	35.09	Stephanie	Crane	F	144 Martinez Curve	Central	IN	47110	38.097	-86.1723	350	Counsellor	1955-01-05	e704af4702639b1d412a200d853c929e	1327415993	38.904516	-86.887233	0
1614	497829	2020-12-19 13:20:25	38544312728630	fraud_Jast Ltd	shopping_net	214.67	Veronica	Burton	F	08932 Bonnie Stravenue	Bonita Springs	FL	34135	26.3771	-81.7334	51427	Claims inspector/assessor	1991-08-21	b4f75794b640f34f87254221a7648dd9	1387459225	25.468337	-81.126773	0
1615	1113088	2020-04-07 19:16:07	2264937662466770	fraud_Roberts, Daniel and Macejkovic	kids_pets	26.97	Juan	Sherman	M	5939 Garcia Forges Suite 297	San Antonio	TX	78214	29.3641	-98.4924	1595797	Land	1995-10-17	50475b260c0b171e7c55bcfd474ad147	1365362167	29.186671	-98.349771	0
1616	378649	2019-06-23 15:04:57	3566094707272327	fraud_Veum-Koelpin	travel	9.68	Kristina	Stewart	F	47029 Jimmy Tunnel Apt. 106	Newhall	CA	91321	34.3795	-118.523	34882	Health physicist	1971-04-25	b5abea9cde290e20719b406de42cd1a2	1340463897	34.794885	-117.660774	0
1617	134216	2020-08-07 09:56:11	3552581383553463	fraud_Watsica, Haag and Considine	shopping_pos	1.94	Jonathan	Castro	M	200 Christie Mills Apt. 307	Andrews	NC	28901	35.1959	-83.8228	5354	Retail buyer	1965-04-13	53845a5afcb24d0ea77e04234dcf85e8	1375869371	34.395896	-84.806885	0
1618	993368	2020-02-10 00:47:31	3560318482131952	fraud_Wolf Inc	grocery_pos	133.74	William	Skinner	M	524 Wu Spurs Suite 894	Mount Hope	AL	35651	34.4793	-87.4769	1312	Librarian, academic	1955-02-01	288460245ea864b125d739f89dedcf30	1360457251	35.035422	-88.21106999999999	0
1619	860114	2019-12-17 07:57:47	501899453424	fraud_Kiehn Inc	grocery_pos	63.98	Jessica	Dominguez	F	06393 Nancy Parkways Suite 855	Gadsden	AL	35903	33.9845	-85.9077	67082	Ceramics designer	1970-01-08	b6a09699a2f00a41d7587e957b56db87	1355731067	34.749558	-86.576829	0
1620	374920	2020-11-14 17:18:58	3577794103155425	fraud_Kautzer and Sons	personal_care	61.7	Mary	Humphrey	F	9853 Flynn Hollow Apt. 602	Reynolds	ND	58275	47.7068	-97.2092	733	Visual merchandiser	1994-11-12	8c85a6e25e8065917e4a1a43410b3df3	1384449538	46.88666	-97.110121	0
1621	667114	2019-10-11 20:17:12	6597248210463122	fraud_Berge-Hills	kids_pets	109.18	Kyle	Wright	M	610 Samantha Park Suite 149	Whittemore	IA	50598	43.0261	-94.4064	912	Optometrist	1968-05-16	7f6f2d159c6d9f074148cfd569ceb63c	1349986632	43.846245	-95.029533	0
1622	1191946	2020-05-12 17:06:21	4328928491302401	fraud_Connelly-Carter	home	69.06	Margaret	Ray	F	927 Cummings Manor Suite 318	Greendale	WI	53129	42.9373	-87.9943	13973	Logistics and distribution manager	1981-05-06	eb464de9afe4005237fbe8b2307c8000	1368378381	43.326684	-87.407496	0
1623	410535	2019-07-05 06:47:08	4400011257587661852	fraud_Rowe, Batz and Goodwin	grocery_pos	123.56	Marissa	Powell	F	474 Allen Haven	North Loup	NE	68859	41.4972	-98.7858	509	Nurse, children's	1980-09-15	7ca9e69b2d21c5adb5473bfcdc7cce86	1341470828	41.348232	-98.978766	0
1624	578845	2019-09-02 07:10:05	30082025922891	fraud_Jast Ltd	shopping_net	11.23	Kathleen	Thompson	F	199 Patterson Fords Apt. 132	Naples	FL	34112	26.1184	-81.7361	276002	Pilot, airline	1934-06-23	a1652751ca1e8d0ac199589f4a71dbe3	1346569805	25.938782	-81.078974	0
1625	1286920	2020-06-17 03:38:53	30427035050508	fraud_Jast-McDermott	shopping_pos	2.64	John	Chandler	M	88325 Brandon Greens Apt. 477	Detroit	MI	48202	42.377	-83.0796	673342	Broadcast presenter	1969-11-20	2115d47a19751b1e326d57e00efb49af	1371440333	41.549952000000005	-83.961511	0
1626	150257	2020-08-12 12:19:19	377264520876399	fraud_Kozey-Kuhlman	personal_care	3.36	Kara	Miles	F	2076 Thomas Roads Suite 970	Cassatt	SC	29032	34.3424	-80.5	4424	Lawyer	1961-07-31	178c39f17d4b31050e3d078c291d68d9	1376309959	33.523357	-81.212852	0
1627	17964	2020-06-27 18:19:55	4198470814557	fraud_Eichmann-Russel	misc_pos	7.89	Christie	Williamson	F	519 Jerry Views	Avoca	IA	51521	41.4768	-95.3509	2036	Engineering geologist	1971-08-20	0b64833c3fbbcb8a216cd26ee2ec15e9	1372357195	41.48713	-95.0326	0
1628	124756	2019-03-10 16:16:04	6011542681743618	fraud_Simonis-Prohaska	misc_pos	8.74	Emily	Hall	F	8851 Reese Neck	Basye	VA	22810	38.8089	-78.7776	863	Engineer, mining	1972-08-09	e94428ea14101adf5a4b124da62a4498	1331396164	39.463205	-78.15177800000001	0
1629	1027829	2020-03-02 02:52:10	630424987505	fraud_Doyle Ltd	grocery_pos	129.66	Jennifer	Black	F	2870 Bean Terrace Apt. 756	Thomas	WV	26292	39.1505	-79.503	836	Forensic psychologist	1981-08-29	a3d8ea2d314bc23229efa13806f64d2c	1362192730	38.368782	-78.681748	0
1630	861131	2019-12-17 15:52:30	4509142395811241	fraud_Bernier and Sons	kids_pets	23.6	Margaret	Williams	F	165 Jerry Meadows Suite 460	Surrency	GA	31563	31.6489	-82.1982	1324	Engineer, technical sales	1926-07-12	04787016484ed055c0e617ffb77cc763	1355759550	31.379398	-82.533998	0
1631	269315	2019-05-13 08:53:53	2252055259910912	fraud_Deckow-O'Conner	grocery_pos	117.81	Jason	Hernandez	M	220 Frank Gardens	Hewitt	WI	54441	44.6437	-90.1031	828	Arts development officer	1991-08-19	4c530fa528620897a1ca23c809e5fee8	1336899233	45.366458	-90.687397	0
1632	162805	2019-03-27 13:16:54	30181367542315	fraud_Jakubowski Group	food_dining	8.8	Danielle	Walker	F	9824 Mitchell Run	Powell Butte	OR	97753	44.2415	-121.0113	2016	Local government officer	1953-12-25	d7c70cba9f58c53c930505e3ee024c2e	1332854214	44.064037	-121.607495	0
1633	598610	2019-09-11 02:58:00	503874407318	fraud_Friesen-Stamm	gas_transport	57.26	Andrew	Mcgee	M	4130 Tiffany Glen Apt. 562	San Antonio	TX	78248	29.5894	-98.5201	1595797	Exhibition designer	1975-12-28	c05cb14f5df01706b6964e284647e32a	1347332280	30.29738	-97.84008	0
1634	634107	2019-09-27 04:35:19	6538441737335434	fraud_O'Keefe-Hudson	grocery_pos	33.57	Gina	Grimes	F	444 Robert Mews	Clarks Mills	PA	16114	41.3851	-80.1752	606	Energy manager	1997-09-22	94b7ce2f4ee25986ad7a5e474c306319	1348720519	41.910051	-81.004667	0
1635	179951	2019-04-04 07:01:54	30150717898388	fraud_Kuhn LLC	shopping_pos	3.1	Raymond	Lloyd	M	5930 Rebecca Bridge Apt. 444	Paint Rock	AL	35764	34.7031	-86.3068	653	Paediatric nurse	1966-06-19	b0633dfdd3f159db078b94891c60b8d6	1333522914	35.658908000000004	-85.40821	0
1636	1156642	2020-04-27 14:00:31	639030014711	fraud_Schaefer, Fay and Hilll	entertainment	69.31	Stephen	Lopez	M	696 Matthew Ford Suite 157	Olmsted	IL	62970	37.1935	-89.0933	639	Mechanical engineer	1982-08-01	9f10782f277137557919b5b0179d4bcf	1367071231	37.412765	-88.385319	0
1637	544953	2019-08-21 13:00:32	4792627764422477317	fraud_Schoen Ltd	kids_pets	195.48	Margaret	Mendez	F	7952 Karen Pike	De Soto	KS	66018	38.9462	-94.9714	5760	Chief Executive Officer	1978-10-01	0509aa11f245c4180ba4caf168904890	1345554032	39.78147	-95.653205	0
1638	1173711	2020-05-04 22:25:24	4661996144291811856	fraud_Eichmann-Kilback	home	10.43	Linda	Park	F	24607 Charles Mountains	Fenelton	PA	16034	40.8555	-79.7372	2054	Operations geologist	1963-08-04	6424c58abcfc55ed9c6a9e7d412565ba	1367706324	41.748597	-79.000786	0
1639	172405	2019-03-31 18:20:25	30044330818990	fraud_Dickinson Ltd	personal_care	32.21	Allison	Ayala	F	87665 Karen Mill Apt. 586	Fort Myers	FL	33967	26.4722	-81.8122	224256	Paramedic	1985-08-29	ab68abc9c7ed6d6b38ccd3fa2175d08e	1333218025	26.890437	-81.897769	0
1640	493806	2019-08-03 18:41:57	4707867759656333	fraud_Torphy-Kertzmann	health_fitness	10.46	Susan	Shah	F	9016 Jordan Bypass Apt. 516	Cranks	KY	40820	36.7558	-83.1838	581	Psychologist, counselling	1967-02-04	cd826a6c4885c80170628a80a09978cc	1344019317	37.407375	-83.86466899999999	0
1641	498096	2019-08-04 21:01:38	3576021480694169	fraud_Kuhic LLC	shopping_net	7.02	Dawn	Gray	F	9486 Joel Common Suite 554	Topeka	KS	66618	39.1329	-95.7023	163415	Secondary school teacher	2004-12-30	cd9764f436728d7ba22338cc10688fc1	1344114098	38.992836	-94.918676	0
1642	449093	2020-12-08 05:04:26	349612764943496	fraud_Rodriguez Group	gas_transport	72.32	Xavier	Beltran	M	61107 Edwards Dam Apt. 463	Big Creek	KY	40914	37.1046	-83.5706	467	Psychologist, forensic	1984-06-04	a4f42d57be35b3507acc2208a3af2704	1386479066	37.763362	-82.793671	0
1643	783324	2019-11-30 22:17:41	3501942333500073	fraud_Cormier LLC	shopping_net	9.06	Lori	Bishop	F	08056 Alvarado Club Suite 699	Phoenix	AZ	85086	33.8155	-112.1202	1312922	Counselling psychologist	1999-11-30	aec2b328830fba462994b83f68cd37ff	1354313861	34.382474	-112.08713	0
1644	289530	2020-10-07 15:13:00	3535808924394848	fraud_Schumm, McLaughlin and Carter	food_dining	48.94	Matthew	Myers	M	4936 Michelle Points	Tower Hill	IL	62571	39.39	-88.9597	1532	Radio broadcast assistant	1980-01-09	e4b78806624dbf2a7fcf636f7cfcbcc9	1381158780	40.369568	-88.993003	0
1645	157653	2020-08-15 21:51:53	584673555952	fraud_Emmerich-Rau	personal_care	2.35	Jessica	Jordan	F	071 Wise Trace	Coleharbor	ND	58531	47.5196	-101.2332	307	Make	1930-08-13	2d88e08316c730fb935bfbc2b97bdf65	1376603513	47.258423	-100.454988	0
1646	319530	2019-06-02 15:34:24	3527536963490470	fraud_Williamson LLC	misc_pos	8.78	Teresa	Stein	F	2838 White Fields Apt. 473	Brunson	SC	29911	32.9413	-81.1807	1725	Social researcher	1974-12-05	b47101857fadeaa0867e84b4428fbe3e	1338651264	33.813908000000005	-80.971414	0
1647	123153	2019-03-10 03:41:16	344709867813900	fraud_Block-Parisian	misc_net	179.26	Joanna	Hudson	F	2924 Bobby Trafficway	Sebring	FL	33872	27.4703	-81.4872	50835	Environmental consultant	1986-01-30	289daf0090d542d353ee67ff6d5e6782	1331350876	26.67887	-80.839582	0
1648	623827	2019-09-22 12:49:54	3552581383553463	fraud_Connelly-Carter	home	20.75	Jonathan	Castro	M	200 Christie Mills Apt. 307	Andrews	NC	28901	35.1959	-83.8228	5354	Retail buyer	1965-04-13	4833196667f502dff21c32227a61ab2d	1348318194	35.052235	-84.75313	0
1649	29252	2019-01-18 07:22:53	30248898834493	fraud_Okuneva, Schneider and Rau	shopping_pos	1.4	Michael	Rodriguez	M	172 Paula Inlet Apt. 650	Cross Plains	TX	76443	32.1482	-99.1872	1897	Chief Operating Officer	1953-04-19	490670f7722c71d90dcaeb5c8bf343f6	1326871373	33.000676	-99.391342	0
1650	450910	2019-07-19 17:16:45	2242542703101233	fraud_Kuhic LLC	shopping_net	55.77	Samuel	Jenkins	M	43235 Mckenzie Views Apt. 837	Westport	KY	40077	38.4921	-85.4524	564	Pensions consultant	1996-04-10	4c1e0ef4b39b90b08748e1715c8fa335	1342718205	38.720153	-86.04757099999999	0
1651	459068	2020-12-10 15:05:14	180031190491743	fraud_Goyette, Howell and Collier	shopping_pos	6.15	Becky	Mckinney	F	250 Benjamin Hill Apt. 026	Mobile	AL	36617	30.7145	-88.0918	270712	Surveyor, land/geomatics	1972-01-05	e0f8b445bef65d5c20a56559bf1b6098	1386687914	30.376788	-87.852248	0
1652	58178	2019-02-04 08:42:59	213191402330021	fraud_Morar Inc	grocery_net	29.13	Thomas	Sullivan	M	464 Newman Crossroad	Milwaukee	WI	53228	42.9676	-88.0434	817312	Accountant, chartered public finance	2004-03-18	26bb6eac167a652fa52e2dddea39a09f	1328344979	42.706633	-87.28501700000001	0
1653	40676	2020-07-05 16:04:41	345933964507467	fraud_Herzog Ltd	misc_pos	1.05	Carol	Dillon	F	27479 Reeves Dale	Whaleyville	MD	21872	38.4121	-75.2811	718	Regulatory affairs officer	1985-03-19	016165626d45bbfb24193605a52ad7b7	1373040281	37.820885	-74.664959	0
1654	606440	2019-09-14 23:56:07	213178765398315	fraud_Weimann, Kuhic and Beahan	shopping_pos	5.74	Alan	Colon	M	748 Bryan Fields Suite 935	Riverton	WY	82501	43.0351	-108.2024	19408	Lecturer, higher education	1993-09-11	61f464d81af5edeb095002bc09cabde1	1347666967	43.662574	-108.383361	0
1655	426579	2020-12-03 11:22:40	30026790933302	fraud_Jast Ltd	shopping_net	102.24	John	Peters	M	555 Michael Burgs	Mayersville	MS	39113	32.9013	-91.0286	595	Technical brewer	1979-09-03	89c2a9d9123037e162ce34c75822faf4	1386069760	33.104754	-90.915473	0
1656	67803	2019-02-10 03:40:50	6506116513503136	fraud_Schmeler Inc	misc_pos	43.85	Kimberly	Rice	F	63991 Destiny Rue Apt. 651	Tyler	TX	75703	32.2768	-95.3031	144160	Sports development officer	1984-05-04	ce092de8484a630b9c35336d786e7363	1328845250	32.050441	-95.500748	0
1657	935209	2020-01-06 19:11:42	502012776709	fraud_Runte, Green and Emard	health_fitness	50.6	Sherry	Martinez	F	144 Yu Locks Apt. 754	Garrattsville	NY	13342	42.6315	-75.1866	165	Naval architect	1945-09-20	0f6733dc3bce8e007635231f8d5a2c94	1357499502	42.372707	-75.628612	0
1658	545525	2019-08-21 18:37:13	6011893664860915	fraud_Feil, Hilpert and Koss	food_dining	90.05	Erin	Chavez	F	3379 Williams Common	Littleton	CO	80120	39.5994	-105.0044	320420	Water engineer	1975-07-31	511194ddead0ae27ad3a374c81f076d3	1345574233	39.548774	-105.260502	0
1659	581688	2019-09-03 08:27:05	2264937662466770	fraud_Lind, Huel and McClure	gas_transport	55.88	Juan	Sherman	M	5939 Garcia Forges Suite 297	San Antonio	TX	78214	29.3641	-98.4924	1595797	Land	1995-10-17	6740f0007727da436377f04caba22d3e	1346660825	29.163049	-99.340379	0
1660	1099660	2020-04-02 06:57:05	4797297220948468262	fraud_Koepp-Witting	grocery_pos	78.92	Erica	Briggs	F	3310 Davidson Spurs Apt. 107	Oolitic	IN	47451	38.8938	-86.5246	1228	Counsellor	1991-03-13	21502139fb79545ab6409e6566bd62d3	1364885825	38.77872	-86.196816	0
1661	650103	2019-10-04 05:55:10	4173950183554608	fraud_Kemmer-Reinger	grocery_net	64.61	Stephen	Marshall	M	47144 Roberts Keys	Monmouth Beach	NJ	7750	40.333	-73.9809	3279	Health promotion specialist	1978-10-05	4ac0d39546fe7076288dc1b296564844	1349330110	40.482973	-73.08435	0
1662	1082111	2020-03-25 03:25:35	4836998673805450	fraud_Heller, Gutmann and Zieme	grocery_pos	181.39	Susan	Hardy	F	516 Brown Parks	Manistique	MI	49854	46.0062	-86.2555	6469	Trade mark attorney	1979-04-12	497cc224aed56a0d6056cb78abd180d8	1364181935	46.659457	-85.354652	0
1663	1055799	2020-03-14 13:48:18	3595111028444131	fraud_Kutch-Wilderman	home	15.66	Jeffery	Sanders	M	5278 Sarah Station Apt. 009	Cardwell	MO	63829	36.0434	-90.2907	1120	Television floor manager	1957-04-17	36bee8f5a18e787c40d9ff489a4d1afe	1363268898	35.93123	-90.740362	0
1664	229957	2019-04-26 14:36:31	4538566639857	fraud_Shanahan-Lehner	personal_care	7.48	Jerry	Kelly	M	3539 Mckenzie Stream	Fairview	NJ	7022	40.817	-74.0	13835	Programmer, multimedia	1967-05-28	01bb40be00d1b8c4fabbb50640a7d4c3	1335450991	41.519096000000005	-73.17469	0
1665	833284	2019-12-11 18:58:09	4488258847705225890	fraud_Roberts, Daniel and Macejkovic	kids_pets	74.33	Jessica	Shaw	F	5745 Blair Locks	West Columbia	SC	29170	33.9568	-81.1405	52126	Chemical engineer	1929-08-23	01bd9e692bfebc9af1260fb901c7f7c1	1355252289	33.830870000000004	-80.89016	0
1666	479760	2019-07-29 07:54:00	180042946491150	fraud_Connelly, Reichert and Fritsch	gas_transport	58.87	Charles	Robles	M	3337 Lisa Divide	Saint Petersburg	FL	33710	27.7898	-82.7243	341043	Engineer, land	1989-02-28	703a89981c9da89cebb2b91658f41127	1343548440	27.917466	-82.01800899999999	0
1667	195218	2020-08-29 03:36:20	4988304376504	fraud_Jenkins, Hauck and Friesen	gas_transport	54.42	William	Thompson	M	977 Rita Grove Apt. 000	Rock Tavern	NY	12575	41.4575	-74.1659	2258	Building surveyor	1937-03-17	b5856e54f959064fb6fa829f957f24d3	1377747380	41.260601	-74.334971	0
1668	951725	2020-01-17 01:45:10	2610529083834453	fraud_Wuckert-Walter	grocery_net	56.27	Tanya	Dickerson	F	053 Kim Valley Suite 928	Old Hickory	TN	37138	36.2416	-86.6117	22191	Prison officer	1994-07-27	c5b8f5be02f87f95265ada085a7b6363	1358387110	35.286006	-87.168293	0
1669	236207	2020-09-14 14:45:49	38947654498698	fraud_Zboncak, Rowe and Murazik	shopping_net	4.57	Lori	Rodriguez	F	12087 Michael Light	Creola	OH	45622	39.3543	-82.50299999999999	321	Copywriter, advertising	1979-06-24	6b76c5feb2605fa6161457250351a06a	1379169949	39.601603	-83.198891	0
1670	563299	2019-08-27 19:21:51	30501624614310	fraud_Herzog Ltd	misc_pos	2.66	Amanda	Smith	F	180 Graves Shore	Scotia	SC	29939	32.6786	-81.2455	302	Magazine features editor	1973-05-04	85ab8c528525e78d249eef35995e7acf	1346095311	32.129601	-81.38957099999999	0
1671	274347	2019-05-15 21:48:56	4128027264554082	fraud_Eichmann-Kilback	home	4.95	Kyle	Park	M	7507 Larry Passage Suite 859	Mount Perry	OH	43760	39.8788	-82.18799999999999	1831	Barrister's clerk	1953-10-18	dc2b1f16fbd2d17964a0bb05ae1d459e	1337118536	39.459882	-82.075867	0
1672	42389	2020-07-06 02:35:31	4424338559877976	fraud_Stoltenberg-Beatty	shopping_pos	11.01	Denise	Barnett	F	23220 Eaton Harbors	Kirby	OH	43330	40.813	-83.4196	118	Private music teacher	1957-11-12	00ae9b25aedbf23776b41c7b7553f34c	1373078131	39.910056	-83.02560600000001	0
1673	401792	2019-07-01 13:35:46	3514865930894695	fraud_Fadel Inc	health_fitness	62.88	Christopher	Castaneda	M	1632 Cohen Drive Suite 639	High Rolls Mountain Park	NM	88325	32.9396	-105.8189	899	Naval architect	1967-08-30	b77c987f45a81578e4498fd5bd6a185e	1341149746	32.699096999999995	-106.812309	0
1674	1236447	2020-05-31 07:31:56	2235613922823698	fraud_Brown PLC	misc_net	2.82	Melissa	Mcclure	F	2027 Snyder Track	Manville	WY	82227	42.73	-104.7024	241	Educational psychologist	1980-12-16	c047cb42ae8c380c5c09f4e3ae5fa237	1369985516	43.010772	-103.719011	0
1675	176087	2020-08-22 09:21:38	2229378226512508	fraud_Gottlieb, Considine and Schultz	shopping_net	90.24	Thomas	Hale	M	949 Smith Parkway	Cazenovia	WI	53924	43.4987	-90.2796	1360	Occupational hygienist	1984-11-06	d0ab8ae557d5b942b3e1034ce8d1e553	1377163298	43.286276	-90.37999	0
1676	712288	2019-10-31 12:31:55	3560725013359375	fraud_Pouros, Walker and Spencer	kids_pets	11.74	Brooke	Smith	F	63542 Luna Brook Apt. 012	Notrees	TX	79759	31.8599	-102.7413	23	Cytogeneticist	1969-09-15	3a32c0c76d2add97611b89c59d71d460	1351686715	31.82954	-102.292137	0
1677	382485	2020-11-17 10:11:30	377113842678100	fraud_Kerluke-Abshire	shopping_net	9.84	Billy	Gallagher	M	673 Delgado Burg	Greenwich	NJ	8323	39.4055	-75.3209	804	Insurance risk surveyor	1965-03-25	4ae5b4ae2b6880df9e793f87feb3ed2f	1384683090	39.175353	-75.01474	0
1678	231682	2020-09-12 23:40:03	4836998673805450	fraud_Pouros-Haag	shopping_pos	3.23	Susan	Hardy	F	516 Brown Parks	Manistique	MI	49854	46.0062	-86.2555	6469	Trade mark attorney	1979-04-12	b84ef85a302496f5d2fa7c7f290c970a	1379029203	45.965489	-85.554313	0
1679	933466	2020-01-06 00:52:31	4979422371139333	fraud_Parisian and Sons	gas_transport	38.84	Kelly	Zimmerman	F	1893 Katie Tunnel	Westerville	NE	68881	41.4193	-99.3844	73	Product designer	1935-02-10	9fb9376e594bd31ffd045980f94f6cf2	1357433551	40.68645	-99.16546	0
1680	543739	2020-12-29 02:57:41	4727244663135968	fraud_Ortiz Group	grocery_net	109.87	Mary	Lewis	F	118 Justin Extension	Bay Minette	AL	36507	30.8635	-87.7644	19090	Science writer	1929-05-30	cd8eff09f0f6d9ad2d4943baa1c9ea04	1388285861	31.514318	-87.58565899999999	0
1681	483379	2019-07-30 12:45:50	676148621961	fraud_Welch, Rath and Koepp	entertainment	5.93	Jennifer	Vega	F	91644 Crystal Drives	Eagarville	IL	62023	39.1118	-89.7855	91	Materials engineer	1962-11-18	8f4ab924bb450de62a5d82f2922f2cfe	1343652350	38.846489	-90.390591	0
1682	1260643	2020-06-08 13:13:26	4708992452821239	fraud_Graham, Hegmann and Hammes	food_dining	18.95	Jared	Walters	M	3326 Hannah Fords	Cord	AR	72524	35.8184	-91.3375	376	Designer, ceramics/pottery	1938-09-08	ed2a1f2225a06a82e462f21b40e95d48	1370697206	36.522992	-92.088067	0
1683	52982	2020-07-09 14:20:04	4681601008538160	fraud_Schroeder Group	health_fitness	36.46	Tammy	Davis	F	77663 Colleen Freeway	Moundsville	WV	26041	39.9148	-80.73100000000001	16183	Physiotherapist	1977-08-12	f8475ed8cedb9054c97d38cd1fd357d5	1373379604	40.381514	-80.643938	0
1684	243331	2019-05-02 04:49:30	30407675418785	fraud_Schmitt Inc	gas_transport	89.36	Danielle	Evans	F	76752 David Lodge Apt. 064	Breesport	NY	14816	42.1939	-76.7361	520	Psychotherapist	1991-10-13	3dad77e0bf3912fd234dc632d982e790	1335934170	41.225303	-76.967774	0
1685	494701	2020-12-18 16:30:40	4800395067176717	fraud_Dibbert and Sons	entertainment	19.63	Daniel	Owens	M	88794 Mandy Lodge Apt. 874	Howells	NE	68641	41.6964	-96.9858	1063	Research scientist (maths)	1928-04-02	2eae8041a941020340908968204964e5	1387384240	40.830829	-97.360149	0
1686	276099	2019-05-16 20:55:10	36581538659449	fraud_Baumbach Ltd	personal_care	29.25	Brandon	Bridges	M	957 Miller Falls	Apison	TN	37302	35.0149	-85.0164	3730	Occupational therapist	1991-01-28	bfcec774bced00f77b9dcacbe902c5ab	1337201710	34.186124	-84.632166	0
1687	672367	2019-10-13 18:05:42	4908846471916297	fraud_Bins-Tillman	entertainment	28.96	Lauren	Torres	F	03030 White Lakes	Grandview	TX	76050	32.2779	-97.2351	5875	Radiographer, therapeutic	1992-07-24	d5675ceb912dc6e1c4fa22f4ba0513c7	1350151542	32.96159	-97.356736	0
1688	505761	2020-12-21 02:16:39	4992346398065154184	fraud_Boyer PLC	misc_pos	148.33	Benjamin	Kim	M	920 Patrick Light	Mc Nabb	IL	61335	41.173	-89.2187	532	Audiological scientist	1956-01-09	9f273ebea15636de104498de3c0df522	1387592199	40.39362	-88.472365	0
1689	453051	2019-07-20 12:31:06	3597337756918966	fraud_Connelly-Carter	home	99.26	Linda	Gonzalez	F	17667 Price Spur Apt. 366	Glen Rock	PA	17327	39.7813	-76.7477	7565	Insurance claims handler	1952-03-08	04a79f7942380bb1dc3afab16fd9b329	1342787466	39.360844	-77.305225	0
1690	287814	2019-05-21 13:11:53	6011581063717667	fraud_Bahringer-Streich	food_dining	219.24	Jerry	Perkins	M	3867 Susan Corners Apt. 883	Brashear	MO	63533	40.1959	-92.4333	805	Private music teacher	1970-06-27	9da11b86b430ff41420b593bb101282d	1337605913	40.310701	-92.704189	0
1691	1235321	2020-05-30 21:40:59	6011504998544485	fraud_Champlin and Sons	home	15.11	Ashley	Whitney	F	4038 Smith Avenue	Jones	AL	36749	32.5104	-86.8138	1089	Materials engineer	1971-11-02	79b52f4a7a2271508407053892dc9522	1369950059	33.223724	-85.948598	0
1692	880784	2019-12-22 12:04:39	2222001896600109	fraud_Bartoletti and Sons	personal_care	9.44	Susan	Hernandez	F	2193 Osborne Run Apt. 789	Moro	IL	62067	38.9318	-89.9618	2401	Buyer, industrial	1972-01-03	db4997bfd52aa004f4c88d60a0285617	1356177879	38.391941	-89.038876	0
1693	437072	2020-12-06 05:16:04	2576709887791552	fraud_Erdman-Kertzmann	gas_transport	96.28	Joseph	Morgan	M	126 Underwood Drive	San Diego	CA	92128	33.0067	-117.069	1241364	Chartered public finance accountant	1959-08-05	56e17831692da1bfa954bc2971fdd5f8	1386306964	32.693827	-117.096272	0
1694	10795	2019-01-07 13:22:59	577588686219	fraud_Kautzer and Sons	personal_care	45.83	James	Strickland	M	25454 Leonard Lake	Spring Church	PA	15686	40.6153	-79.4545	972	Public relations account executive	1997-10-23	39c49128a1359953d308c486ef54f41f	1325942579	41.149579	-80.341464	0
1695	399460	2020-11-24 19:05:42	3592931352252641	fraud_Bednar Inc	travel	3.58	Dylan	Garcia	M	923 Jordan Road	Afton	MN	55001	44.8696	-92.8234	2916	Barrister's clerk	1935-06-29	2a43f071eb70ecc37b6f37bd4190a0d0	1385319942	45.863169	-93.614442	0
1696	455359	2020-12-09 12:00:19	30328384440870	fraud_Cole, Hills and Jewess	home	3.1	Helen	Campbell	F	182 Sergio Summit Apt. 129	Browning	MO	64630	40.029	-93.1607	602	Cytogeneticist	1954-07-14	7c517bc570f137783824e77d94be64f2	1386590419	39.121396	-93.586545	0
1697	337250	2020-10-28 12:27:01	3545109339866548	fraud_Roberts, Daniel and Macejkovic	kids_pets	45.97	Keith	Sanders	M	8030 Beck Motorway	Moorhead	MS	38761	33.4783	-90.5142	2870	Chartered public finance accountant	1999-03-05	ebbb9305d8a4aecf49f68dc0c6b7dc61	1382963221	34.311284	-90.031097	0
1698	816286	2019-12-08 05:11:30	345933964507467	fraud_Lockman, West and Runte	grocery_pos	120.65	Carol	Dillon	F	27479 Reeves Dale	Whaleyville	MD	21872	38.4121	-75.2811	718	Regulatory affairs officer	1985-03-19	5e78e9d293df1a4d2c54a4a727ecba33	1354943490	38.269167	-75.256073	0
1699	229630	2020-09-11 21:58:35	4066595222529	fraud_Hoppe-Parisian	kids_pets	94.68	Jamie	Olson	F	3423 Michael Canyon Suite 276	River	KY	41254	37.8795	-82.7251	571	Quarry manager	1931-03-07	643c59fbcc4538f88cbdb46b92bfd5a3	1378936715	38.119399	-82.534667	0
1700	723322	2019-11-04 17:59:49	3540075240003197	fraud_Dibbert-Green	entertainment	85.86	Christian	Johns	M	892 Solis Neck	Lonsdale	MN	55046	44.4477	-93.4252	5211	Chief Strategy Officer	1987-01-27	0bb5c18061c0d3448b2aa80decfb96c4	1352051989	43.82063	-93.476674	0
1701	129056	2019-03-12 00:05:26	675990301623	fraud_Jones, Sawayn and Romaguera	misc_net	9.32	Amanda	Spencer	F	6682 Green Forks	Ogdensburg	NJ	7439	41.0767	-74.5982	2456	Senior tax professional/tax inspector	1994-03-13	52676a32d0724670fb48f8c080c20565	1331510726	40.757785	-74.28549699999999	0
1702	782337	2019-11-30 18:44:21	676248282243	fraud_Schoen-Quigley	kids_pets	50.47	Amanda	Wheeler	F	329 Emily Cape	Cape Coral	FL	33909	26.6939	-81.9452	156391	Higher education careers adviser	1968-02-09	b06e0623fd4d2bc50722cb8da2d9a272	1354301061	26.050029	-82.8728	0
1703	405537	2020-11-28 06:05:56	6011504998544485	fraud_Osinski, Ledner and Leuschke	grocery_pos	86.79	Ashley	Whitney	F	4038 Smith Avenue	Jones	AL	36749	32.5104	-86.8138	1089	Materials engineer	1971-11-02	97a0ec63fa1330726dd1338c6d2d9bef	1385618756	32.158243	-87.443512	0
1704	545985	2019-08-21 23:04:04	30446018552504	fraud_Cartwright PLC	kids_pets	75.34	Felicia	Thomas	F	47035 Murray Harbors	Achille	OK	74720	33.8396	-96.3648	608	Seismic interpreter	1993-05-27	842abdfe0ea53327107fc9a348ab5a20	1345590244	33.05161	-97.099846	0
1705	1180627	2020-05-08 06:07:51	2286236465059468	fraud_Jenkins, Hauck and Friesen	gas_transport	40.74	Morgan	Murray	F	2788 Brittney Island	Blairstown	MO	64726	38.5319	-93.9221	467	Agricultural consultant	1950-05-27	3e9c03d56715812a84654a5f792c6e0f	1367993271	38.872467	-94.858764	0
1706	280985	2020-10-04 13:25:27	3560797065840735	fraud_Rau-Grant	kids_pets	28.66	Janet	Turner	F	0925 Lang Extensions	Shields	ND	58569	46.1838	-101.2589	77	Film/video editor	1989-12-17	83efa176d69f10d4a455dd31ed606ab9	1380893127	45.97635	-101.816762	0
1707	164001	2020-08-17 18:23:00	2264937662466770	fraud_Zboncak, Rowe and Murazik	shopping_net	3.01	Juan	Sherman	M	5939 Garcia Forges Suite 297	San Antonio	TX	78214	29.3641	-98.4924	1595797	Land	1995-10-17	7e59d6cfff34b89a889b7108dfe98ab7	1376763780	29.796959	-98.113662	0
1708	312507	2020-10-18 10:03:13	6011552879910390	fraud_Kutch LLC	gas_transport	73.07	Robert	Long	M	529 Joshua Knoll Apt. 511	Lonetree	WY	82936	41.0552	-110.1603	49	Research scientist (physical sciences)	1981-07-05	d4875d1bb0f3211cd861290313f4688b	1382090593	40.86126	-109.582198	0
1709	120027	2019-03-08 23:47:36	345832460465610	fraud_Crist, Jakubowski and Littel	home	54.52	Jason	Mcmahon	M	6385 Donald Square Suite 429	Springfield	VA	22151	38.8029	-77.2116	104396	Production engineer	1950-11-20	48f6d7e9cd042a8d5ee80f8ec75e2dfc	1331250456	38.879977	-77.422587	0
1710	150407	2019-03-22 11:07:33	3513506355699497	fraud_Frami Group	entertainment	251.02	Sarah	Adams	F	5654 Peterson Land	Ridgeland	MS	39157	32.4122	-90.1207	24645	Scientist, clinical (histocompatibility and immunogenetics)	1966-05-29	cb7b687b3e08a708ba982018547f4b66	1332414453	31.633433	-91.028462	0
1711	869700	2019-12-20 03:16:15	4265776278887457	fraud_Huel Ltd	misc_net	17.06	Christine	Best	F	68248 Deanna Land	Enola	AR	72047	35.2087	-92.2123	969	Physicist, medical	1954-01-05	0d32a97a1db3ac5dd8313dd5521d872b	1355973375	35.224536	-92.877167	0
1712	641845	2019-09-30 03:13:33	374125201044065	fraud_Eichmann, Bogan and Rodriguez	gas_transport	75.37	Christopher	Gilbert	M	20937 Reed Lakes Apt. 271	Washington	DC	20012	38.9757	-77.0282	601723	Optician, dispensing	1970-07-20	9c1240fc12381c331897e028eb4aca67	1348974813	39.433236	-76.577405	0
1713	996517	2020-02-11 19:04:17	375974680629816	fraud_Hahn, Bahringer and McLaughlin	personal_care	78.5	Roberta	Mccarthy	F	94431 Matthew Mall Suite 296	Plymouth	CT	6782	41.6611	-73.0449	2376	Herpetologist	1973-04-06	211ccc716907f0fb5b1e1f6036e4ee0f	1360609457	42.102131	-72.972211	0
1714	393096	2019-06-29 03:59:27	4481131401752	fraud_Adams, Kovacek and Kuhlman	grocery_net	26.14	Frank	Foster	M	37910 Ward Lights	Shrewsbury	MA	1545	42.2848	-71.7205	35299	English as a second language teacher	1975-04-30	51197e56d6a463c4de5aa0b616058112	1340942367	42.518014	-71.425416	0
1715	110494	2019-03-04 05:01:26	4997733566924489	fraud_Parisian, Schiller and Altenwerth	misc_net	283.6	Stephanie	Taylor	F	598 Martin Pine Suite 365	Saint Paul	MN	55128	44.9913	-92.9487	753116	Fisheries officer	1971-08-06	cc2b59058b9adfa0f25401cbad182afc	1330837286	45.969722	-93.63191	0
1716	78645	2020-07-19 00:48:19	4640395708703	fraud_Bernier, Streich and Jewess	grocery_net	28.81	Melissa	Krause	F	67632 Martin Gateway	Fordoche	LA	70732	30.6576	-91.6264	1178	Community education officer	1951-06-13	750dc9c8b030ce8f8aa185c8c594dda3	1374194899	31.264506	-92.143256	0
1717	529355	2019-08-16 07:32:40	3566094707272327	fraud_Murray-Smitham	grocery_pos	256.33	Kristina	Stewart	F	47029 Jimmy Tunnel Apt. 106	Newhall	CA	91321	34.3795	-118.523	34882	Health physicist	1971-04-25	121975f38939c9ca5bb3fb9e441833c7	1345102360	34.196290000000005	-119.216593	0
1718	168192	2019-03-30 08:16:33	180017442990269	fraud_Kemmer-Buckridge	misc_pos	3.95	Michelle	Anderson	F	28311 Dennis Trace	Albany	NY	12222	42.6853	-73.8253	151022	Designer, textile	1939-06-01	4a8795577b77e11665831c7dc7816601	1333095393	43.025779	-73.861002	0
1719	1061156	2020-03-16 14:41:06	2296006538441789	fraud_Cole, Hills and Jewess	home	88.06	Judy	Hogan	F	4970 Michelle Burgs	Brooklyn	NY	11217	40.6816	-73.9798	2504700	Medical sales representative	1999-09-01	bb4eac2813f49940128946a411af6001	1363444866	40.902632	-73.842366	0
1720	1022610	2020-02-27 12:46:03	3577578023716568	fraud_Jacobi and Sons	shopping_pos	67.57	Debbie	Hughes	F	0182 Owens Burgs Suite 480	Diamond	OH	44412	41.0935	-81.0425	2644	Engineer, biomedical	1983-08-25	3b771f401815f0b31085c8048e275e13	1361969163	40.604037	-80.069937	0
1721	1731	2020-06-21 22:21:36	6011893664860915	fraud_Jakubowski Inc	home	79.67	Erin	Chavez	F	3379 Williams Common	Littleton	CO	80120	39.5994	-105.0044	320420	Water engineer	1975-07-31	8646151bf2fdbf41822d4638322acdd8	1371853296	39.973248	-104.75184	0
1722	72043	2020-07-16 02:16:36	30042378430132	fraud_Rutherford-Mertz	grocery_pos	38.2	Connor	Grant	M	0654 Kevin Turnpike Apt. 084	Northport	NY	11768	40.9051	-73.3309	21902	Tour manager	1976-05-16	14538b77fcd1ae92d23589cae146c109	1373940996	40.902432	-74.262183	0
1723	97167	2020-07-25 12:39:10	3583635130604947	fraud_Nienow PLC	entertainment	46.7	Crystal	Gamble	F	899 Michele View Suite 960	Philadelphia	PA	19149	40.0369	-75.0664	1526206	Structural engineer	1985-01-01	f053466483acb8b55209054c98b32c8d	1374755950	39.284561	-74.988963	0
1724	420882	2019-07-08 08:45:24	6597888193422452	fraud_Boehm, Block and Jakubowski	misc_pos	9.57	Bill	Lane	M	4725 Hurst Curve Apt. 634	Holliday	TX	76366	33.6751	-98.6576	2317	Chief Technology Officer	1964-08-23	72755b9eea20be8c6ea041b9d97e82ce	1341737124	34.519427	-99.243189	0
1725	780645	2019-11-30 12:29:28	375848982312810	fraud_Romaguera, Wehner and Tromp	kids_pets	93.8	Dale	Smith	M	25036 Contreras Turnpike Suite 270	Purmela	TX	76566	31.4841	-97.9903	258	Web designer	1943-12-15	cad998b54a90942b11372ddaa18e92d5	1354278568	30.565508	-98.411894	0
1726	842054	2019-12-14 03:00:06	4951647200979051	fraud_Flatley-Durgan	misc_net	4.37	Kimberly	Miller	F	75533 Tamara Valleys	Logan	IL	62856	37.9943	-88.9417	324	Scientist, research (physical sciences)	1976-06-15	f77a17cf79f46a2a7d4369cdbc9c6ae4	1355454006	37.886745	-88.564759	0
1727	955304	2020-01-19 01:28:16	2712209726293386	fraud_Volkman Ltd	misc_net	33.73	Jenna	Brooks	F	50872 Alex Plain Suite 088	Baton Rouge	LA	70808	30.4066	-91.1468	378909	Designer, furniture	1977-02-22	3e4c17be855cafa1516c04bfc5e252ac	1358558896	29.672546	-91.101915	0
1728	671593	2019-10-13 13:14:48	3576021480694169	fraud_Strosin-Cruickshank	grocery_pos	71.1	Dawn	Gray	F	9486 Joel Common Suite 554	Topeka	KS	66618	39.1329	-95.7023	163415	Secondary school teacher	2004-12-30	9b4b6d20e39f33d97de1537f61523851	1350134088	39.956555	-95.967163	0
1729	54553	2020-07-10 06:33:04	4536996888716062123	fraud_Lind, Huel and McClure	gas_transport	56.37	Nathan	Mendoza	M	767 Adam Mill Apt. 115	Espanola	NM	87533	35.9866	-106.0654	18408	Historic buildings inspector/conservation officer	1972-07-18	38ae7612d9064e121cb90885e5130bf8	1373437984	36.417732	-106.72229	0
1730	491056	2019-08-02 21:56:44	4301028321766222513	fraud_Treutel-King	travel	450.96	Joe	Howard	M	109 Brian Lights Apt. 504	Shippingport	PA	15077	40.6025	-80.3863	198	Secretary/administrator	1978-10-26	8c18d448366b926f2912a9825065484d	1343944604	41.455554	-80.411242	0
1731	235457	2019-04-28 16:21:05	38544312728630	fraud_Fadel Inc	health_fitness	18.78	Veronica	Burton	F	08932 Bonnie Stravenue	Bonita Springs	FL	34135	26.3771	-81.7334	51427	Claims inspector/assessor	1991-08-21	c7c524b254044311f9a3f3768a414e09	1335630065	25.841369	-81.246597	0
1732	1222955	2020-05-25 23:24:24	4958589671582726883	fraud_Leannon-Ward	food_dining	125.49	Aaron	Pena	M	793 Hooper Tunnel Suite 154	Burke	VA	22015	38.7894	-77.2818	43102	Health visitor	1950-11-27	a2c372e0c7bda84d932c573e25cc72bd	1369524264	38.623071	-77.500213	0
1733	115883	2019-03-06 18:47:22	213154573301411	fraud_Lesch, D'Amore and Brown	food_dining	61.37	Christopher	Sheppard	M	39218 Baker Shoals	Bristow	IN	47515	38.1981	-86.6821	965	Horticultural therapist	1982-02-10	97246635cd1f136513710c5c0075d8f1	1331059642	37.406745	-85.69264100000001	0
1734	789482	2019-12-01 22:12:25	345933964507467	fraud_Bernhard-Lesch	food_dining	9.66	Carol	Dillon	F	27479 Reeves Dale	Whaleyville	MD	21872	38.4121	-75.2811	718	Regulatory affairs officer	1985-03-19	b5a8bd3c809de07f4433a95a83697407	1354399945	39.15442	-75.54917900000001	0
1735	954693	2020-01-18 19:31:04	340953839692349	fraud_Collier LLC	home	31.12	Tyler	Wright	M	615 Clarke Spring Apt. 172	Warren	MI	48088	42.5164	-82.9832	134056	Doctor, hospital	1980-05-18	630f9fa29323e19dff4b8704851f18ef	1358537464	43.231346	-83.004696	0
1736	782915	2019-11-30 20:50:36	340953839692349	fraud_Skiles LLC	home	27.19	Tyler	Wright	M	615 Clarke Spring Apt. 172	Warren	MI	48088	42.5164	-82.9832	134056	Doctor, hospital	1980-05-18	24b69639f7d27938339b307276112aa6	1354308636	42.172954	-83.657686	0
1737	999193	2020-02-13 20:33:35	3518758680062249	fraud_Hermiston, Pacocha and Smith	health_fitness	36.4	Antonio	Koch	M	8738 Richard Brooks	Moab	UT	84532	38.5677	-109.5271	9772	Location manager	1989-11-24	5a1b8f5de7503ad5e37698c1fd598bd3	1360787615	39.213859	-110.348688	0
1738	1159501	2020-04-28 12:27:56	4099707841315751	fraud_Eichmann, Hayes and Treutel	travel	4.63	James	Stephens	M	1166 Castillo Mountains	Ruckersville	VA	22968	38.2586	-78.4074	9815	Designer, ceramics/pottery	1975-07-07	82f44b9acd3dcf539f148e116da2a4bf	1367152076	39.084942	-78.58227	0
1739	286179	2019-05-20 18:13:46	213153151785052	fraud_Beier-Hyatt	shopping_pos	7.81	Rebecca	Conley	F	181 Moreno Light Apt. 215	Tomahawk	WI	54487	45.4963	-89.7273	9594	Seismic interpreter	1997-11-23	8b276b677f6bc902257f4785e422d8e6	1337537626	46.207640000000005	-89.343161	0
1740	52729	2019-02-01 03:57:49	4423489490781412	fraud_Jewess LLC	shopping_pos	27.59	Christopher	Ortega	M	5045 Emily Wall	Princeton	IA	52768	41.6858	-90.3706	1426	Agricultural consultant	1957-03-06	e87b492d624f35d8f5c8bf839c4e313a	1328068669	42.266552	-90.509742	0
1741	481200	2019-07-29 16:43:22	4874006077381178	fraud_Little-Gleichner	travel	2.86	Patricia	Russell	F	89297 Wilson Green Suite 601	Moscow	IA	52760	41.5646	-91.0859	533	Chief Technology Officer	1990-01-13	24d8101e2da3a94c22f0574b9abfccfa	1343580202	41.672185	-92.066409	0
1742	478914	2020-12-14 21:03:38	4797297220948468262	fraud_Quitzon-Goyette	home	4.06	Erica	Briggs	F	3310 Davidson Spurs Apt. 107	Oolitic	IN	47451	38.8938	-86.5246	1228	Counsellor	1991-03-13	18ed1f1e7125c5373b844659d6d41ca6	1387055018	39.526225	-85.56922	0
1743	762945	2019-11-23 04:04:02	180084695172649	fraud_Hayes, Marquardt and Dibbert	misc_net	140.7	Holly	Mann	F	7644 Joseph Fields	Nokomis	IL	62075	39.3036	-89.2853	3458	Building surveyor	1985-12-08	eac39577b1e3258563fbfd9f8d039d57	1353643442	39.57128	-89.96083	0
1744	9218	2019-01-06 19:31:21	3598014571045296	fraud_Kozey-Kuhlman	personal_care	51.18	Lisa	Clark	F	07943 Davis River	Grimesland	NC	27837	35.558	-77.2566	5903	Manufacturing systems engineer	1993-10-07	56facdc52da2ba50b0d3f8b1dea01ff2	1325878281	36.53786	-77.747125	0
1745	26340	2020-06-30 01:15:53	30518196150127	fraud_Huels-Hahn	gas_transport	103.44	Karen	Sullivan	F	6313 Scott Trace	Rossville	IL	60963	40.3625	-87.6692	1807	Buyer, retail	1975-06-02	0a08d6d019b9c7141056969097ae1981	1372554953	41.357549	-87.33084000000001	0
1746	1120212	2020-04-11 18:19:28	370818583810103	fraud_Gerlach Inc	shopping_net	1.03	John	Davis	M	9670 Monroe Junctions	Rockwood	PA	15557	39.9373	-79.1865	3684	General practice doctor	1976-01-10	292599b5b6d4df108e551f27c3d31c67	1365704368	39.955206	-79.231802	0
1747	1000757	2020-02-14 23:29:58	30407675418785	fraud_Wuckert, Wintheiser and Friesen	home	27.49	Danielle	Evans	F	76752 David Lodge Apt. 064	Breesport	NY	14816	42.1939	-76.7361	520	Psychotherapist	1991-10-13	887f13e4b25148980f673ba194cf43e6	1360884598	42.585129	-77.293435	0
1748	1095119	2020-03-31 04:45:34	6011893664860915	fraud_Casper, Hand and Zulauf	grocery_pos	215.03	Erin	Chavez	F	3379 Williams Common	Littleton	CO	80120	39.5994	-105.0044	320420	Water engineer	1975-07-31	873ddfb92989685566acbdc8575715b7	1364705134	40.383008	-104.409457	0
1749	890090	2019-12-23 22:32:11	370612217861404	fraud_Heathcote, Yost and Kertzmann	shopping_net	7.63	Amanda	Fitzgerald	F	298 Kayla Lights	Bristol	PA	19007	40.1159	-74.8536	21125	Administrator, charities/voluntary organisations	1985-05-25	b8d4002d53efab54b02d647e8a6f1da6	1356301931	39.368317	-75.23665600000001	0
1750	351442	2019-06-14 05:16:37	4783226709001	fraud_Koss and Sons	gas_transport	42.3	Jessica	Garcia	F	13108 Jennifer Passage	Mc Cracken	KS	67556	38.5957	-99.554	320	Film/video editor	1961-04-22	7a644d44832cc2d8d0cb083deee2125b	1339650997	38.445944	-98.736528	0
1751	308876	2019-05-29 20:40:33	213156747557083	fraud_Baumbach, Feeney and Morar	shopping_net	6.12	Adam	Santos	M	725 Jo Trace Apt. 102	Glendale	CA	91206	34.1556	-118.2322	172817	Advertising account planner	1982-07-30	7ff5c96f7e93bfda58c781c0bf12bd35	1338324033	33.333306	-118.882927	0
1752	480563	2020-12-15 03:43:56	30518196150127	fraud_McDermott-Weimann	grocery_pos	71.15	Karen	Sullivan	F	6313 Scott Trace	Rossville	IL	60963	40.3625	-87.6692	1807	Buyer, retail	1975-06-02	deee57e02956bee9e1e9285d15e7a7d0	1387079036	39.886854	-88.497232	0
1753	779768	2019-11-30 07:42:14	4423489490781412	fraud_Schultz, Simonis and Little	grocery_pos	109.59	Christopher	Ortega	M	5045 Emily Wall	Princeton	IA	52768	41.6858	-90.3706	1426	Agricultural consultant	1957-03-06	97af77703cac0a261b0201da6c8f78dc	1354261334	41.220802	-89.90337099999999	0
1754	422394	2019-07-08 17:58:47	639046421587	fraud_Berge-Ullrich	home	79.83	Dylan	Bonilla	M	2497 John Motorway Suite 922	Leetsdale	PA	15056	40.5662	-80.2099	1140	Administrator, education	1986-06-20	ef7a6c20232a4ef90e5916f12cce6f00	1341770327	40.559534	-80.25756700000001	0
1755	948856	2020-01-14 22:08:19	4715741951931168360	fraud_Hammes-Beatty	kids_pets	56.47	Robert	Drake	M	463 Willie Estates	Burbank	OK	74633	36.6966	-96.7869	471	Sub	1941-03-30	42d2d4ad433c743e17d2e9c8072fe38e	1358201299	36.219649	-96.841514	0
1756	375238	2019-06-22 16:27:11	213114122496591	fraud_Torphy-Kertzmann	health_fitness	79.89	Jeremy	Perry	M	797 Jennifer Loop Suite 634	Minnesota Lake	MN	56068	43.8295	-93.8282	1087	Music tutor	1963-07-14	4558d255a652481b54797c2f6436ca46	1340382431	43.313211	-93.988745	0
1757	543406	2019-08-20 17:27:49	6011438889172900	fraud_Rippin-VonRueden	health_fitness	21.48	Allison	Allen	F	40624 Rebecca Spurs	De Witt	AR	72042	34.2853	-91.3336	5161	Electrical engineer	1993-04-08	eb380350640f3d328e9c1c8416e13fd5	1345483669	34.838336	-91.047512	0
1758	728706	2019-11-07 18:11:17	4642255475285942	fraud_Gleason-Macejkovic	shopping_net	7.7	Sabrina	Johnson	F	320 Nicholson Orchard	Thompson	UT	84540	38.9999	-109.615	46	Surveyor, minerals	1987-04-23	86d77f353d22e9ee06b097cfc07a5a40	1352311877	39.470099	-110.394838	0
1759	987053	2020-02-06 16:10:54	2454076758463217	fraud_Fritsch and Sons	health_fitness	73.14	Robert	Andrade	M	27720 Martin Hills	Remer	MN	56672	47.0874	-93.9196	2097	Insurance risk surveyor	1987-10-27	407aeed5da92a9ba4a638092b883d8c8	1360167054	47.801372	-94.351934	0
1760	958895	2020-01-20 15:19:19	4334230547694630	fraud_Streich Ltd	home	134.29	Scott	Martin	M	7483 Navarro Flats	Freedom	WY	83120	43.0172	-111.0292	471	Education officer, museum	1967-08-02	bdf85839761b9f40a2361e254884aac3	1358695159	43.277616	-111.372039	0
1761	950501	2020-01-16 06:08:28	344709867813900	fraud_Doyle Ltd	grocery_pos	210.48	Joanna	Hudson	F	2924 Bobby Trafficway	Sebring	FL	33872	27.4703	-81.4872	50835	Environmental consultant	1986-01-30	28bc5ef89d9564b5554f2a4c147e4db4	1358316508	28.457099	-82.256922	0
1762	345738	2020-11-01 19:55:36	3533012926413100	fraud_Larkin, Stracke and Greenfelder	entertainment	68.44	Megan	Bernard	F	128 Nathan Ramp	Barneveld	NY	13304	43.2237	-75.1612	1684	IT trainer	1994-03-01	662c5286493e326415ee9a23292c1c7e	1383335736	42.675028000000005	-74.826183	0
1763	415389	2020-11-30 21:39:33	4189814094741	fraud_Lynch-Wisozk	home	7.28	Jason	Farmer	M	33165 Larry Walks Suite 960	Ragland	AL	35131	33.7367	-86.1619	4159	Educational psychologist	1998-02-03	7ee7d69ae1d277e91865be9c67503035	1385847573	33.597373	-85.202185	0
1764	1104095	2020-04-04 18:32:05	347612609554823	fraud_Beier-Hyatt	shopping_pos	7.2	Robert	James	M	18316 Cannon Place	Newport	ME	4953	44.8393	-69.2675	3228	Lexicographer	1995-12-28	334ee800c60a99203f7affe5a3916d8e	1365100325	45.146503	-69.1586	0
1765	45563	2019-01-28 01:18:14	3586955669388457	fraud_Donnelly PLC	misc_net	89.62	Benjamin	Rogers	M	24191 Elizabeth Mill	Bolivar	PA	15923	40.3673	-79.1605	1770	Administrator, local government	1994-12-08	889f7b8506c049b527ee5bca8c1966b6	1327713494	39.478312	-78.908038	0
1766	495851	2019-08-04 08:45:42	4979422371139333	fraud_Greenholt, Jacobi and Gleason	gas_transport	60.86	Kelly	Zimmerman	F	1893 Katie Tunnel	Westerville	NE	68881	41.4193	-99.3844	73	Product designer	1935-02-10	9a7850f52c218f60e1e13156a0006f6e	1344069942	40.788449	-100.168184	0
1767	122715	2020-08-03 08:12:33	571365235126	fraud_O'Keefe-Hudson	grocery_pos	82.18	Barbara	Taylor	F	0069 Robin Brooks Apt. 695	Elberta	MI	49628	44.5995	-86.2141	372	Exhibitions officer, museum/gallery	1995-07-12	36cbf6b0e6337f6d936c62689513de19	1375517553	43.809568	-85.567362	0
1768	1097268	2020-03-31 21:23:44	4646845581490336108	fraud_Mohr Inc	shopping_pos	671.83	Julia	Bell	F	576 House Crossroad	West Sayville	NY	11796	40.732	-73.1	4056	Film/video editor	1990-06-25	87b47d659a4f1c6b75507cb4023e92b9	1364765024	40.605954	-73.107718	0
1769	509577	2020-12-21 17:35:58	4783226709001	fraud_Abshire PLC	entertainment	53.98	Jessica	Garcia	F	13108 Jennifer Passage	Mc Cracken	KS	67556	38.5957	-99.554	320	Film/video editor	1961-04-22	ef2190971769c9ebea45bb95945d218a	1387647358	38.515362	-99.399509	0
1770	890331	2019-12-23 23:18:37	2266735643685262	fraud_Conroy-Emard	food_dining	17.03	Carlos	Chung	M	8957 Russell Key	Grant	AL	35747	34.4959	-86.259	5901	Curator	1972-07-25	172999e41c01629e3d28cee00e7c3ad2	1356304717	35.476062	-86.00291	0
1771	1163316	2020-04-30 07:42:01	36153880429415	fraud_Fisher Inc	shopping_net	134.58	Erik	Stevens	M	84033 Pitts Overpass	Lakeland	FL	33809	28.1762	-81.9591	237282	Plant breeder/geneticist	1949-10-13	c37ad42c401011f27cda2c1ec68904ed	1367307721	27.479558	-81.072801	0
1772	721400	2019-11-04 02:09:43	571844099986	fraud_Abernathy and Sons	food_dining	64.51	Susan	Mills	F	005 Cody Estates	Louisville	KY	40202	38.2507	-85.7476	736284	Engineering geologist	1952-04-02	5a4b5a9058cb76a522d85f8c4d6aca95	1351994983	38.711487	-85.436638	0
1773	986084	2020-02-05 21:46:44	378278619832195	fraud_Medhurst, Labadie and Gottlieb	travel	1.06	Mary	Mcintyre	F	77921 Costa Villages	Eugene	OR	97403	44.0385	-123.0614	191096	Scientist, physiological	1964-04-06	e98190b41b1cecf4f226ff413d5781cb	1360100804	43.668818	-123.53453600000002	0
1774	1115383	2020-04-09 01:04:23	3562679455732797	fraud_Cole PLC	grocery_pos	104.4	Amanda	Jones	F	7320 Jennifer Forges	Queenstown	MD	21658	39.0026	-76.1424	3862	Maintenance engineer	1962-12-06	46cf22b41a0f704a2e0e4026ac4172c5	1365469463	38.24292	-76.662314	0
1775	1165616	2020-05-01 15:48:01	2288813824604479	fraud_Ernser-Feest	home	12.57	Barbara	Norman	F	6278 Stephanie Unions	New York City	NY	10039	40.8265	-73.9383	1577385	Herbalist	1981-08-29	eeba460e00a55d4c03f070f73782db56	1367423281	39.911768	-73.176564	0
1776	228372	2020-09-11 07:53:57	2318062975163331	fraud_Barton Inc	grocery_pos	90.33	William	Martinez	M	0207 Griffith Plains Apt. 544	Louisiana	MO	63353	39.4336	-91.0664	4593	Teacher, early years/pre	1940-11-11	5db30015fde23fd9161ada37d3b267a6	1378886037	39.793566	-90.894227	0
1777	604921	2019-09-14 13:03:45	370612217861404	fraud_Brown, Homenick and Lesch	health_fitness	14.07	Amanda	Fitzgerald	F	298 Kayla Lights	Bristol	PA	19007	40.1159	-74.8536	21125	Administrator, charities/voluntary organisations	1985-05-25	94da100a5df07803483977dbb2c178ae	1347627825	39.417463	-75.09386500000001	0
1778	368052	2019-06-19 18:53:48	370348764075623	fraud_Kozey-Kuhlman	personal_care	64.54	Christopher	Gomez	M	950 Dunn Squares	Tickfaw	LA	70466	30.5668	-90.482	8512	Accountant, chartered public finance	1951-09-03	a5d1c7063cab4d1e53d803e19818c251	1340132028	30.242393	-90.337431	0
1779	191650	2020-08-27 14:18:02	6011681934117244	fraud_Reilly LLC	home	103.11	Kaitlyn	Newman	F	098 Stewart Hill	Slayden	TN	37165	36.2835	-87.4581	70	Prison officer	1956-06-22	33098c6b6caeafa198db5c6ecf6d44a6	1377613082	36.68735	-87.340283	0
1780	200216	2020-08-30 21:56:42	3551217896304745	fraud_Quitzon-Goyette	home	2.13	Sara	Harris	F	597 Jenny Ford Apt. 543	Tupper Lake	NY	12986	44.232	-74.4905	6120	Chartered loss adjuster	1976-10-09	afeb941dbd8b89605a46253ed23e9eac	1377899802	44.502978000000006	-74.892646	0
1781	333911	2020-10-27 03:52:19	4634955908138648	fraud_Schamberger-O'Keefe	grocery_pos	80.63	Mackenzie	Smith	F	7178 Willis Drive	Hooper	NE	68031	41.6414	-96.5232	1745	Engineer, automotive	1973-12-26	17fdc0396307da299d8ccafd0294b29a	1382845939	40.713815	-96.476016	0
1782	224643	2019-04-23 13:04:32	4208110975550360171	fraud_Hermiston, Russel and Price	food_dining	54.41	David	Bonilla	M	82073 Jessica Camp	West Green	GA	31567	31.6143	-82.7243	782	Audiological scientist	1982-01-16	8f2cc37ebea59d2206a5a5a9de034b24	1335186272	31.620122	-83.431505	0
1783	1166576	2020-05-02 04:05:27	4783226709001	fraud_Beier-Hyatt	shopping_pos	2.95	Jessica	Garcia	F	13108 Jennifer Passage	Mc Cracken	KS	67556	38.5957	-99.554	320	Film/video editor	1961-04-22	47618ca626072511a84bd670488fc7aa	1367467527	38.974889000000005	-98.872436	0
1784	326355	2019-06-04 18:29:04	639030014711	fraud_Hills, Hegmann and Schaefer	health_fitness	73.3	Stephen	Lopez	M	696 Matthew Ford Suite 157	Olmsted	IL	62970	37.1935	-89.0933	639	Mechanical engineer	1982-08-01	4970616b277d831526da05baf40e67e4	1338834544	37.417775	-88.277138	0
1785	200309	2020-08-30 22:29:38	6011305591981276	fraud_Hyatt, Russel and Gleichner	health_fitness	7.78	Daniel	Jones	M	290 Kathryn Fall	Huntsville	AL	35803	34.6205	-86.551	190178	Engineer, automotive	1959-06-06	0f6b276f088a5ff84c2989559c35277d	1377901778	35.053891	-87.111503	0
1786	786694	2019-12-01 13:34:16	4225990116481262579	fraud_Hoppe-Parisian	kids_pets	31.97	Brian	Simpson	M	2711 Duran Pines	Honokaa	HI	96727	20.0827	-155.488	4878	Physiotherapist	1966-12-03	acfe422bed5d039a02f32b0853d64d2b	1354368856	20.767126	-156.431572	0
1787	908001	2019-12-28 18:27:39	213175487106448	fraud_Kertzmann LLC	health_fitness	41.66	Diane	Jackson	F	682 Mills Way Apt. 814	Rule	TX	79548	33.0771	-99.959	932	Physicist, medical	1954-12-10	78b235b3414a1f544a2c2d1f36c037db	1356719259	33.023788	-99.836623	0
1788	917066	2019-12-30 05:35:35	4505383113689	fraud_Wilkinson Ltd	entertainment	55.23	Alicia	Hawkins	F	507 John Overpass Suite 424	Harwood	MD	20776	38.8582	-76.6145	3289	Quantity surveyor	1933-03-15	49c838c2efd5ff4dd7af31231475c1e1	1356845735	39.377846000000005	-76.22936999999999	0
1789	613783	2019-09-17 17:43:39	6011104316292105	fraud_Stamm-Rodriguez	misc_pos	6.41	Valerie	Davis	F	3861 Anderson Ramp Apt. 536	Drakes Branch	VA	23937	36.9688	-78.5615	1970	Energy engineer	1985-09-02	0f5cd91a1e8bf7e9bc2c6d4ce22533e2	1347903819	37.656749	-79.166651	0
1790	233163	2020-09-13 14:24:46	3502377050801561	fraud_Satterfield-Lowe	travel	8.73	Kathleen	Martin	F	659 Nicole Cove Suite 560	New Waverly	TX	77358	30.5354	-95.4532	4993	Scientist, biomedical	1948-11-30	10de061e11f37e63eddf41c2b43e73a7	1379082286	30.625973	-95.095645	0
1791	354810	2019-06-15 12:24:26	676195318214	fraud_Goyette, Howell and Collier	shopping_pos	4.67	Brandy	Quinn	F	9734 Beard Fields Suite 885	Altair	TX	77412	29.6047	-96.5249	106	Editor, film/video	1983-07-24	1f4f9e31617051d1edc59f4f7ee08994	1339763066	29.116934000000004	-96.242275	0
1792	450085	2020-12-08 10:15:16	30235438713303	fraud_Mante Group	misc_net	1.2	James	Baldwin	M	3603 Mitchell Court	Winfield	WV	25213	38.5072	-81.89	5512	Exhibition designer	1980-03-24	83336df11b63c86db0bd926fbb8f7357	1386497716	37.558601	-81.04623000000001	0
1793	797821	2019-12-03 14:37:00	6011399591920186	fraud_Hills-Witting	shopping_net	5.69	Maria	Roy	F	58665 Nicholas Ford Suite 348	Sheffield	MA	1257	42.1001	-73.3611	2121	Radio producer	1973-10-14	a7bc9c658f6ea42f957e7865d2d20cdc	1354545420	41.608149	-72.707213	0
1794	75865	2020-07-17 20:38:16	180065479077096	fraud_Gislason Group	travel	7.51	Krystal	Gamble	F	47152 Clayton Burg	Manchester	MD	21102	39.6747	-76.8941	11751	Clinical research associate	1964-02-15	af6e60ca3d9b87fc6a2c3ba99f3ce750	1374093496	39.738049	-77.19967199999999	0
1795	933801	2020-01-06 05:30:38	3534330126107879	fraud_Adams, Kovacek and Kuhlman	grocery_net	52.24	Jeffrey	Smith	M	713 Scott Pike Apt. 712	Bridger	MT	59014	45.2857	-108.9082	1446	Chartered loss adjuster	1978-01-15	a92e9b85bc2f2df11bcacc91ed639d0a	1357450238	44.780492	-108.418396	0
1796	869048	2019-12-19 22:35:07	2242542703101233	fraud_Romaguera, Cruickshank and Greenholt	shopping_net	2.39	Samuel	Jenkins	M	43235 Mckenzie Views Apt. 837	Westport	KY	40077	38.4921	-85.4524	564	Pensions consultant	1996-04-10	c316fa53474134725689c5629aba4948	1355956507	37.715298	-84.466882	0
1797	847868	2019-12-15 04:51:24	676369110710	fraud_Sporer Inc	gas_transport	66.77	David	Wolfe	M	81261 Garcia Underpass Suite 741	Southfield	MI	48034	42.4969	-83.2911	75830	Engineer, automotive	1974-12-28	f64819d25227bc168af53f87474f8b4d	1355547084	42.388088	-84.21559599999999	0
1798	401730	2019-07-01 13:14:47	4586810168620942	fraud_Waters-Cruickshank	health_fitness	106.54	Michelle	Gregory	F	6983 Carrillo Isle	Edisto Island	SC	29438	32.5486	-80.307	2408	Sales professional, IT	1997-07-05	64d2620a8b197b8b981c9cd894e98500	1341148487	32.733657	-80.207066	0
1799	496984	2019-08-04 15:24:15	372246459334925	fraud_Ziemann-Waters	health_fitness	25.34	Rick	Martinez	M	062 Poole Hollow Apt. 815	Deadwood	SD	57732	44.3566	-103.6999	1979	Multimedia programmer	1970-03-13	30891de83b54a9a5aac1990e580bbee5	1344093855	43.917999	-103.519177	0
1800	336147	2020-10-27 20:54:19	342952484382519	fraud_Jakubowski Inc	home	28.19	Kayla	Jones	F	6033 Young Track Suite 804	East Canaan	CT	6024	42.0158	-73.2913	647	Comptroller	1987-09-26	c317190a4f28bece668dfc0bb2dc5cd5	1382907259	42.614028000000005	-73.525511	0
1801	654216	2019-10-05 23:13:32	3518669219150142	fraud_Tromp Group	travel	7.46	Dorothy	Thomas	F	537 Rice Square Suite 040	Milford	OH	45150	39.1657	-84.23299999999999	31394	Hospital doctor	1996-11-12	406764a992ef0460e22aa9af982d4066	1349478812	38.86745	-84.854827	0
1802	266658	2020-09-28 01:47:11	346243940647414	fraud_Cartwright-Harris	grocery_pos	94.17	Sean	Miller	M	6340 Jeffrey Dale	Thornville	OH	43076	39.8974	-82.4071	9051	Audiological scientist	1983-01-08	d03bb64996123e24a016dc7ef9b82e14	1380332831	40.640366	-83.12133399999999	0
1803	1241755	2020-06-01 17:54:46	213120463918358	fraud_Lesch, D'Amore and Brown	food_dining	8.4	Willie	Jordan	M	529 West Key	Spearsville	LA	71277	32.955	-92.587	1758	Psychologist, forensic	1957-08-08	ddfde1d8bccd02f1cd4a04889ce237ad	1370109286	32.60438	-92.564791	0
1804	813120	2019-12-07 16:12:11	4826655832045236	fraud_Schroeder, Wolff and Hermiston	travel	9.06	Tami	Forbes	F	5204 Robinson Plaza Suite 897	Barnstable	MA	2630	41.6983	-70.3001	1850	Counselling psychologist	1963-12-29	e54ab1d8caff4c1fd7cf818077ce70f6	1354896731	41.91036	-69.78905999999999	0
1805	317051	2019-06-01 22:57:15	213178850083780	fraud_Gerhold LLC	home	79.76	Shawn	King	M	31493 Garcia Summit	Athena	OR	97813	45.8289	-118.4971	1302	Dealer	1976-10-18	03efa1851c7a01008154c4c75d119a65	1338591435	46.555853000000006	-119.070823	0
1806	238727	2019-04-29 16:50:49	3554818239968984	fraud_Tillman LLC	travel	513.41	Cory	Thomas	M	6458 Roberson Alley	Williamsburg	MO	63388	38.8874	-91.7689	710	Glass blower/designer	1970-09-27	c71d0549f40de9dd83d53e9659e23c42	1335718249	39.48793	-92.447792	0
1807	855310	2019-12-16 09:54:01	2657850734909997	fraud_Thiel-Thiel	entertainment	1.32	Alan	Howard	M	04139 Johnson Prairie Suite 401	Detroit	MI	48206	42.3749	-83.1087	673342	Trading standards officer	1946-11-01	74adc4e39888a696d198697f452f1c14	1355651641	42.719078	-82.722957	0
1808	44573	2020-07-06 16:15:15	3545109339866548	fraud_Cormier LLC	shopping_net	4.49	Keith	Sanders	M	8030 Beck Motorway	Moorhead	MS	38761	33.4783	-90.5142	2870	Chartered public finance accountant	1999-03-05	2395cf455043a3bfb7efd6f1c45998f2	1373127315	32.495739	-89.610855	0
1809	429865	2020-12-04 10:03:14	6592243974328236	fraud_Kutch and Sons	grocery_pos	54.58	Philip	Hart	M	97405 Vazquez Plains	Montgomery	AL	36111	32.3374	-86.2715	214703	Chemist, analytical	1994-10-07	2ee77cdea7bf26d4d38d7172cc78e7d9	1386151394	33.13094	-86.07832900000001	0
1810	1213451	2020-05-22 20:21:54	4342532437704183	fraud_Swaniawski, Nitzsche and Welch	health_fitness	14.51	Kevin	Elliott	M	1852 Vincent Isle Suite 328	Newark Valley	NY	13811	42.2281	-76.1625	4354	Further education lecturer	1994-02-16	7beca07bf1a74b2b5771c08dace9ebc8	1369254114	43.144153	-75.986845	0
1811	315786	2020-10-19 13:01:26	3514897282719543	fraud_Schiller, Blanda and Johnson	home	41.57	Steven	Faulkner	M	841 Cheryl Centers Suite 115	Farmington	NY	14425	42.958	-77.3083	10717	Cytogeneticist	1952-10-13	c46ab7a6e6bac88470e2baee200e60de	1382187686	42.925953	-76.994314	0
1812	496774	2020-12-19 05:06:49	6011382886333463	fraud_Kiehn Inc	grocery_pos	156.62	Martin	Duarte	M	6251 Payne Flats Apt. 581	Luzerne	MI	48636	44.6001	-84.2931	864	General practice doctor	1942-05-04	f671e3ac36fe298cf33f8ce987472066	1387429609	44.075579	-85.234583	0
1813	167086	2020-08-18 14:13:30	30561214688470	fraud_Thompson-Gleason	health_fitness	24.89	Gina	Morrison	F	41851 Victor Drives Suite 219	Allentown	PA	18103	40.5891	-75.4645	166081	Scientist, research (maths)	1998-10-01	f74e8223bf48f2887d3ec73a36620fc1	1376835210	40.334098	-75.655539	0
1814	53719	2020-07-09 20:45:25	4149238353975790	fraud_Deckow-Dare	food_dining	63.45	Tanner	Carroll	M	494 Burke Ports	Cokeburg	PA	15324	40.1008	-80.0652	632	Dealer	1989-04-08	c5291fd4918453ead7c060f939d756e8	1373402725	39.361064	-80.191061	0
1815	84215	2019-02-19 03:50:49	5130484058948421	fraud_Jenkins, Hauck and Friesen	gas_transport	68.63	Ronald	White	M	25713 Hamilton Grove Apt. 903	Beaverdam	OH	45808	40.8314	-83.9758	349	Museum/gallery conservator	1978-12-25	d6e4b1dd872483917fdf99bdb716e149	1329623449	40.930296000000006	-84.305116	0
1816	1191366	2020-05-12 13:30:15	6534628260579800	fraud_Gibson-Deckow	entertainment	25.0	Christine	Harris	F	29606 Martinez Views Suite 653	Hinesburg	VT	5461	44.3346	-73.098	4542	Claims inspector/assessor	1998-03-19	1f64a2ab22f714f5718b95282a5d203f	1368365415	43.994534	-72.641746	0
1817	94265	2019-02-25 10:30:12	6538891242532018	fraud_Wuckert-Walter	grocery_net	53.22	Jodi	Rodriguez	F	5796 Lee Coves Apt. 286	Walnut Ridge	AR	72476	36.0244	-90.9288	7155	Engineer, control and instrumentation	1977-03-23	58b97834ad2a31cdeba8e3e72a51a2a6	1330165812	36.437894	-90.164782	0
1818	153755	2019-03-23 19:27:13	3575540972310993	fraud_Turner and Sons	shopping_pos	5.13	Rachel	Villarreal	F	250 Carrie Throughway	University	MS	38677	34.3396	-89.5736	4198	Curator	2001-06-22	37ffd4687ddab218b5d364d3b79a95b7	1332530833	33.821138	-90.559176	0
1819	343385	2020-10-31 22:04:24	30030380240193	fraud_Pouros, Walker and Spencer	kids_pets	54.06	William	Jenkins	M	50614 Kevin Point	Harper	TX	78631	30.2816	-99.241	2395	Pharmacist, community	1993-11-17	6327fcafb3eb8c9452c206bcd8e0a354	1383257064	31.109186	-98.764402	0
1820	143703	2020-08-10 14:36:49	676369110710	fraud_Nitzsche, Kessler and Wolff	shopping_pos	52.47	David	Wolfe	M	81261 Garcia Underpass Suite 741	Southfield	MI	48034	42.4969	-83.2911	75830	Engineer, automotive	1974-12-28	8d3141880bb7a003732b888a6911e500	1376145409	42.712082	-83.806543	0
1821	1193268	2020-05-13 04:57:23	4514242065619750	fraud_Mosciski, Gislason and Mertz	grocery_pos	197.85	Janet	Carpenter	F	9870 Collins Flat	Laramie	WY	82072	41.4247	-105.4781	35371	Pilot, airline	1988-09-02	20fde956eccf690db2fe5499b54a1b62	1368421043	41.703638	-104.941156	0
1822	18334	2020-06-27 21:21:41	4601636330889	fraud_Hoppe, Harris and Bednar	entertainment	1.31	Mark	Rivera	M	383 Contreras Hills Suite 658	Humble	TX	77338	30.0041	-95.2825	194500	Tax adviser	1990-12-18	4c0499278ed9a38c9872fcaebf9b608d	1372368101	29.011275	-95.26085	0
1823	466935	2019-07-25 02:12:17	4710826438164847414	fraud_Rodriguez Group	gas_transport	69.34	Juan	Henry	M	9795 Lori Island Suite 346	Turner	MT	59542	48.8328	-108.3961	192	Further education lecturer	1964-01-04	968a219313d8957ac7dd14e23962ce97	1343182337	48.914379	-108.325951	0
1824	590872	2019-09-08 01:09:40	2348245054386329	fraud_Schumm PLC	shopping_net	44.23	Justin	Gay	M	268 Hayes Rue Suite 811	Harborcreek	PA	16421	42.1767	-79.9416	2518	Event organiser	1946-02-02	7381ab29c490fda9ad952f79482c1f7d	1347066580	41.424053	-79.906153	0
1825	981928	2020-02-03 05:24:21	560881134780	fraud_Mohr Inc	shopping_pos	2.91	Audrey	Martinez	F	343 Joshua Views	Liberty Mills	IN	46946	41.0356	-85.7358	136	Soil scientist	1953-03-19	936ee201d16b8a6b5ab564fb934d10c5	1359869061	41.234417	-86.684159	0
1826	144177	2019-03-18 20:25:23	4070511711385545	fraud_Eichmann-Kilback	home	31.57	Stephanie	Hopkins	F	44089 Carrie Crossing Suite 954	Falls City	TX	78113	28.9814	-98.0156	2435	Engineer, mining	1967-04-09	3946fef31fede885eed77e4d67e79569	1332102323	28.137631	-98.087314	0
1827	543561	2019-08-20 19:07:34	4900628639996	fraud_Roberts, Ryan and Smith	personal_care	7.12	Michael	Johnson	M	094 Owens Underpass	Norwalk	CA	90650	33.9056	-118.0818	105549	Firefighter	1973-09-22	c27bd204bbe80fbcf5338ecd248c03c1	1345489654	32.941645	-118.91548799999998	0
1828	1196716	2020-05-15 08:04:31	676281772837	fraud_Nienow PLC	entertainment	32.87	Alicia	Bishop	F	222 Freeman Islands	Whigham	GA	39897	30.8836	-84.3246	3430	Editor, commissioning	1950-03-25	6f53dd0e71cfc6158db416a69eb661c2	1368605071	31.88322	-83.378061	0
1829	283196	2020-10-05 06:53:40	6554245334757802	fraud_Thiel-Thiel	entertainment	14.52	Monique	Robinson	F	07712 Marcus Divide Apt. 831	Laguna Hills	CA	92637	33.615	-117.7114	45303	Sales executive	1969-12-22	c64ccdcafec43cccd0e19d2b54670f06	1380956020	34.58869	-118.344535	0
1830	781324	2019-11-30 15:00:01	2297447006766555	fraud_Mosciski Group	travel	2.0	Laura	Walker	F	611 Michael Rue	Cisco	IL	61830	39.9972	-88.6962	478	Landscape architect	1960-01-13	950ea154b8fd523e659e1f7482cf008c	1354287601	39.520851	-88.428107	0
1831	782608	2019-11-30 19:43:21	3506040590383211	fraud_Renner Ltd	home	64.35	Michael	Orozco	M	13956 Hughes Causeway Suite 124	Alder	MT	59710	45.1939	-112.0568	286	Chief of Staff	1989-03-09	fad8af5a33356f6b057d0c52e5c553c5	1354304601	44.423157	-112.8522	0
1832	250113	2019-05-05 07:52:22	345832460465610	fraud_Spencer PLC	entertainment	4.46	Jason	Mcmahon	M	6385 Donald Square Suite 429	Springfield	VA	22151	38.8029	-77.2116	104396	Production engineer	1950-11-20	41394243521f99e13eba925ea323cfae	1336204342	39.229992	-77.553588	0
1833	905413	2019-12-28 07:46:05	379141394109214	fraud_Emard Inc	gas_transport	85.93	Gerald	Anthony	M	252 Melissa Rapids Suite 944	Monetta	SC	29105	33.8084	-81.5956	1514	Chief Strategy Officer	1966-12-15	472089b2897146452f384d7247232949	1356680765	34.519091	-81.61063100000001	0
1834	169967	2019-03-30 22:36:16	2242542703101233	fraud_Tillman, Fritsch and Schmitt	misc_net	118.8	Samuel	Jenkins	M	43235 Mckenzie Views Apt. 837	Westport	KY	40077	38.4921	-85.4524	564	Pensions consultant	1996-04-10	c7afac83a6a55564151bb61d59d5d82c	1333146976	38.935909	-86.106643	0
1835	1129179	2020-04-14 20:23:21	6597888193422452	fraud_Pacocha-Weissnat	kids_pets	30.24	Bill	Lane	M	4725 Hurst Curve Apt. 634	Holliday	TX	76366	33.6751	-98.6576	2317	Chief Technology Officer	1964-08-23	1bfbc7a31b494cf04f96d8826d255a58	1365971001	32.946665	-99.474603	0
1836	1218242	2020-05-24 18:34:29	180046765320457	fraud_Champlin-Casper	home	8.14	Jared	Camacho	M	4257 Perez Mall	Canton	OH	44702	40.8027	-81.3739	192805	Building control surveyor	1963-06-30	429c2f83bce741258a0b1025ab15c048	1369420469	41.540673	-80.727806	0
1837	1125276	2020-04-13 15:21:24	3533742182628021	fraud_Hoppe-Parisian	kids_pets	57.75	Robert	Haynes	M	857 Aaron Circles Suite 398	Johns Island	SC	29455	32.8357	-79.8217	20478	Materials engineer	1997-06-04	97ebeb9af08311a511ad9d4eafc655ed	1365866484	33.100867	-79.194023	0
1838	1124290	2020-04-13 08:12:01	213102873001603	fraud_Daugherty, Pouros and Beahan	shopping_pos	10.8	Joanne	Padilla	F	477 Alejandro Knolls Suite 828	Gardiner	OR	97441	43.7857	-124.1437	260	Engineer, maintenance	1956-09-01	8874efd6ba2e603eec34c2f31338d959	1365840721	43.04318	-123.588975	0
1839	330246	2020-10-25 23:51:04	2222001896600109	fraud_Windler LLC	kids_pets	13.7	Susan	Hernandez	F	2193 Osborne Run Apt. 789	Moro	IL	62067	38.9318	-89.9618	2401	Buyer, industrial	1972-01-03	fbd9cb92d8c7f3fb22277ca6eb7e00d8	1382745064	38.246765	-89.59194699999999	0
1840	1200973	2020-05-17 11:38:38	349612764943496	fraud_Howe Ltd	misc_pos	34.9	Xavier	Beltran	M	61107 Edwards Dam Apt. 463	Big Creek	KY	40914	37.1046	-83.5706	467	Psychologist, forensic	1984-06-04	f423064fc108014608b02c5752e2229d	1368790718	37.14404	-83.73276	0
1841	473888	2019-07-27 19:18:07	374125201044065	fraud_Bernier and Sons	kids_pets	104.72	Christopher	Gilbert	M	20937 Reed Lakes Apt. 271	Washington	DC	20012	38.9757	-77.0282	601723	Optician, dispensing	1970-07-20	e0444943e5d204f6448916e089594f65	1343416687	39.142992	-76.759288	0
1842	151998	2019-03-23 04:16:49	4503101193493052864	fraud_Spinka-Welch	grocery_net	43.03	Katherine	Tucker	F	670 Le Meadows Suite 250	Lakeland	FL	33811	27.9865	-82.0139	237282	Clothing/textile technologist	1979-07-03	0bcca8459007eb225cf694d6d1b7beef	1332476209	28.895029	-82.26791800000001	0
1843	1198930	2020-05-16 13:45:55	4040099974063068803	fraud_Prosacco, Kreiger and Kovacek	home	88.98	Jeffrey	Lewis	M	24255 Bryan Square	Palermo	ND	58769	48.3396	-102.24	229	Administrator	1983-03-20	fe1769a76ebfd44f057b5e1d562cd128	1368711955	49.272413	-102.802016	0
1844	551299	2019-08-24 05:28:38	6554245334757802	fraud_Johns-Hoeger	entertainment	25.23	Monique	Robinson	F	07712 Marcus Divide Apt. 831	Laguna Hills	CA	92637	33.615	-117.7114	45303	Sales executive	1969-12-22	26aafde992c392f3f50b0f2798f6cfde	1345786118	32.78605	-117.815945	0
1845	817248	2019-12-08 09:53:38	4244953610136705533	fraud_Sawayn PLC	shopping_pos	140.76	Christopher	Odom	M	81446 Nicole Highway Apt. 874	Richland	NJ	8350	39.485	-74.8776	825	Licensed conveyancer	1991-07-06	5d1e38eadc472dc537dd4a9ad30ed610	1354960418	38.491285	-74.791184	0
1846	38866	2020-07-05 02:27:58	4874006077381178	fraud_Parisian and Sons	gas_transport	44.96	Patricia	Russell	F	89297 Wilson Green Suite 601	Moscow	IA	52760	41.5646	-91.0859	533	Chief Technology Officer	1990-01-13	a2365913c1f4bf1c6198155cd4051464	1372991278	41.697298	-90.932566	0
1847	370761	2020-11-12 11:22:11	4069975342931683	fraud_Kiehn-Emmerich	grocery_pos	156.08	Kimberly	Martin	F	1943 Dennis Inlet Suite 145	Hurricane	WV	25526	38.4257	-81.9943	21902	Sub	1980-09-18	769c8bad8533da5184040a7993530e1f	1384255331	38.690761	-82.081073	0
1848	1085876	2020-03-27 13:00:50	30360260465747	fraud_Homenick LLC	personal_care	60.29	Jennifer	Garcia	F	28777 Stewart Plains Apt. 495	Putnam	IL	61560	41.1949	-89.4409	754	Presenter, broadcasting	1962-05-13	45fc5958230c4ac924b6e5afc2241a8a	1364389250	42.05434	-89.171164	0
1849	97289	2019-02-26 16:40:12	372520049757633	fraud_Langworth LLC	personal_care	75.09	Lori	Ramirez	F	4293 Ramirez Squares	Ranier	MN	56668	48.6031	-93.2977	136	Ceramics designer	2000-02-20	f9c4c33d4fa7a0453471ed35ab22453f	1330274412	48.446469	-92.539979	0
1850	657772	2019-10-07 02:37:12	30343344410970	fraud_Spencer-Runolfsson	misc_pos	20.93	Jacob	Dawson	M	663 Anna Plaza	Marienville	PA	16239	41.4622	-79.1306	4172	Copywriter, advertising	1962-03-20	bf6822dc4142fdf17c25bcce5c8ef4da	1349577432	41.599693	-78.340184	0
1851	1232972	2020-05-29 21:57:25	6506116513503136	fraud_Kihn Inc	shopping_pos	1.56	Kimberly	Rice	F	63991 Destiny Rue Apt. 651	Tyler	TX	75703	32.2768	-95.3031	144160	Sports development officer	1984-05-04	8899919343505568583e331a5bf522cd	1369864645	31.303893	-96.177491	0
1852	466406	2019-07-24 20:32:01	180031190491743	fraud_Donnelly LLC	entertainment	27.12	Becky	Mckinney	F	250 Benjamin Hill Apt. 026	Mobile	AL	36617	30.7145	-88.0918	270712	Surveyor, land/geomatics	1972-01-05	8631328f7eacfb3eb50231e21ea71d93	1343161921	31.635036	-88.611159	0
1853	367685	2020-11-10 17:50:19	6011109736646996	fraud_Baumbach Ltd	personal_care	1.87	Rebecca	Erickson	F	594 Berry Lights Apt. 392	Wilmington	NC	28405	34.2651	-77.867	186140	English as a second language teacher	1983-02-08	52334f8ebb5bfd578558344f0185f59f	1384105819	35.253024	-78.21611999999999	0
1854	1261811	2020-06-08 18:47:39	577588686219	fraud_Baumbach Ltd	personal_care	104.96	James	Strickland	M	25454 Leonard Lake	Spring Church	PA	15686	40.6153	-79.4545	972	Public relations account executive	1997-10-23	c235b489b0723e1aa93e10850e68e47c	1370717259	39.62591	-78.58058299999999	0
1855	562298	2019-08-27 06:30:33	4025612008285111	fraud_Cremin, Hamill and Reichel	misc_pos	5.0	Krystal	Key	F	23142 Montoya Island Apt. 742	Corsica	PA	15829	41.1762	-79.1976	1274	Maintenance engineer	1949-03-20	ef732c9b5857fb31134bacf28d01f084	1346049033	40.517578	-78.81144300000001	0
1856	133881	2020-08-07 05:17:06	630441765090	fraud_Jewess LLC	shopping_pos	7.88	Susan	Washington	F	759 Erin Mount Suite 956	May	TX	76857	31.9571	-98.9656	1791	Corporate investment banker	1965-07-26	871d755ea57dddd7810c2fdab790ffa1	1375852626	32.82866	-99.444654	0
1857	328511	2019-06-05 19:59:11	180047222886866	fraud_Morissette LLC	entertainment	55.71	Christine	Shaffer	F	14017 Thomas Plaza	Loami	IL	62661	39.6704	-89.8588	1213	English as a foreign language teacher	1991-04-22	cc0ca0170cf6b011462dd60805cd9c89	1338926351	40.362133	-89.249201	0
1858	100918	2020-07-26 18:28:16	4066595222529	fraud_Erdman-Schaden	personal_care	17.18	Jamie	Olson	F	3423 Michael Canyon Suite 276	River	KY	41254	37.8795	-82.7251	571	Quarry manager	1931-03-07	d3fb59ec0c425b56553a12eb1d98c75d	1374863296	37.751066	-81.738665	0
1859	88619	2020-07-21 17:11:31	4266200684857219	fraud_Yost, Schamberger and Windler	kids_pets	31.2	Joshua	Bryant	M	5452 Patricia Inlet Apt. 280	Nelson	NE	68961	40.201	-98.0684	732	Television/film/video producer	1956-12-13	91cfa9c814ea88f47dd4cfc21af5c39f	1374426691	39.68445	-97.619073	0
1860	392197	2020-11-22 09:46:21	4384910379661778	fraud_Kerluke, Considine and Macejkovic	misc_net	246.07	Michelle	Russell	F	55505 Christy Via	Hawley	MN	56549	46.9777	-96.4092	4508	Naval architect	1949-04-24	ac1a7af643201d43579f2d8a177a1f19	1385113581	46.217053	-97.211911	0
1861	1084700	2020-03-26 19:48:45	6592861994408652	fraud_White and Sons	home	296.76	Ashley	Whitehead	F	58188 Madison Meadow Apt. 949	Cowlesville	NY	14037	42.8112	-78.4481	1166	Colour technologist	1983-06-12	178c737b4101496156a3dded531d8a54	1364327325	43.597085	-79.32654699999999	0
1862	160822	2020-08-16 21:46:12	4428780983793657331	fraud_McDermott, Osinski and Morar	home	13.73	Richard	Waters	M	7683 Natasha Way Apt. 945	Waukesha	WI	53186	42.9993	-88.2196	95015	Therapist, occupational	1946-01-02	8b6e7ddc0eb6eabe29c83c424a9cf53f	1376689572	42.054683	-87.25801899999999	0
1863	626872	2019-09-23 11:37:37	4561892980175	fraud_Ledner-Pfannerstill	gas_transport	79.01	Jacqueline	Allen	F	166 Lisa Fords	Greenwood	IN	46143	39.596	-86.1309	78968	Financial adviser	1968-02-10	dc2d2a5636bcd8269d476792dd378b8a	1348400257	40.457582	-86.900865	0
1864	333149	2020-10-26 21:55:42	3525590521269779	fraud_Predovic Inc	shopping_net	9.33	Scott	Fuller	M	861 Karen Common	Haw River	NC	27258	36.0424	-79.3242	6006	Paramedic	1984-07-20	2c42ba5fcf82136d28e293cc1b938042	1382824542	35.523398	-78.784653	0
1865	520581	2019-08-12 14:35:24	4464457352619	fraud_Swift PLC	kids_pets	6.48	Breanna	Rodriguez	F	118 Cabrera Springs Apt. 105	Lanark Village	FL	32323	29.8826	-84.5964	217	Television production assistant	1990-01-24	37c6cdc5cc9f60d8fad0645402321d79	1344782124	29.873995	-84.667741	0
1866	1133613	2020-04-17 10:48:17	4908846471916297	fraud_Casper, Hand and Zulauf	grocery_pos	178.5	Lauren	Torres	F	03030 White Lakes	Grandview	TX	76050	32.2779	-97.2351	5875	Radiographer, therapeutic	1992-07-24	1dd61498d334e52d211c65ec4342537a	1366195697	32.541492	-97.429538	0
1867	325043	2020-10-23 16:41:22	4060579726528237	fraud_Lowe, Dietrich and Erdman	kids_pets	22.35	Steven	Sanders	M	25955 Amy Via	Ozawkie	KS	66070	39.2136	-95.4404	2661	Theatre director	1948-11-14	7ab904b411ee0f2e30e22a3d379eba0e	1382546482	39.290537	-95.399459	0
1868	1122372	2020-04-12 16:55:33	6538441737335434	fraud_Goldner-Lemke	entertainment	82.18	Gina	Grimes	F	444 Robert Mews	Clarks Mills	PA	16114	41.3851	-80.1752	606	Energy manager	1997-09-22	64342c938dd1c4982f8982bc922a0457	1365785733	42.279484	-80.91770799999999	0
1869	1036797	2020-03-05 22:53:15	3575789281659026	fraud_Turner and Sons	shopping_pos	8.03	Lindsay	Wilson	F	7618 Gonzales Mission	Centerview	MO	64019	38.7897	-93.8702	2368	Electronics engineer	1989-07-17	8b78ea035aaeec0e5ff4a193e7142d0e	1362523995	38.408458	-93.557772	0
1870	607038	2019-09-15 05:34:00	213199865312311	fraud_Goldner, Kovacek and Abbott	grocery_pos	129.66	Christopher	Miller	M	493 Fitzgerald Fields Suite 454	Varnell	GA	30756	34.9298	-84.9885	74	Pensions consultant	1944-05-14	88153f8053c8912789f1d9c58bba845c	1347687240	35.306494	-84.840067	0
1871	1145133	2020-04-21 21:03:41	4181833256558613886	fraud_Bednar PLC	kids_pets	22.99	Jessica	Potter	F	7600 Stephen Course Suite 031	Red River	NM	87558	36.6659	-105.4694	606	Surveyor, land/geomatics	1988-09-06	be6ef8a773f06935473683fbf3fee65e	1366578221	37.283914	-104.91933600000002	0
1872	604786	2019-09-14 11:57:05	2348245054386329	fraud_Koss and Sons	gas_transport	71.11	Justin	Gay	M	268 Hayes Rue Suite 811	Harborcreek	PA	16421	42.1767	-79.9416	2518	Event organiser	1946-02-02	52fc5e7ac8473d105032da8cd543717d	1347623825	42.283776	-80.392412	0
1873	333320	2020-10-26 22:56:27	4311368326621416041	fraud_White and Sons	home	4.77	Phillip	Delacruz	M	26678 Lisa Locks Apt. 904	Iliff	CO	80736	40.7692	-103.0968	648	Community arts worker	1969-09-21	ef386336ba32f9de09960e5aa84cee47	1382828187	41.064185	-103.594236	0
1874	873134	2019-12-21 01:17:24	4474324669797121	fraud_Cormier LLC	shopping_net	38.02	Matthew	Russell	M	168 Michael Coves Suite 343	June Lake	CA	93529	37.7773	-119.0825	633	Health service manager	1927-09-09	05d89d400fe7d058622b4e0a97079314	1356052644	37.157814	-119.820188	0
1875	66555	2020-07-14 03:01:27	2305336922781618	fraud_Kuhic Inc	grocery_pos	150.08	Jeffrey	Rice	M	21447 Powell Circle	Moulton	IA	52572	40.6866	-92.6833	1132	Probation officer	1961-02-14	4736dcea79803d199ae1e4c598c341ce	1373770887	41.061069	-92.424871	0
1876	945272	2020-01-12 22:41:49	4908846471916297	fraud_Gottlieb-Hansen	personal_care	38.32	Lauren	Torres	F	03030 White Lakes	Grandview	TX	76050	32.2779	-97.2351	5875	Radiographer, therapeutic	1992-07-24	b9bd773037f5b005c2c69cf4a85156fe	1358030509	32.882798	-97.796171	0
1877	380770	2019-06-24 02:44:49	3562679455732797	fraud_Yost, Block and Koepp	misc_pos	10.61	Amanda	Jones	F	7320 Jennifer Forges	Queenstown	MD	21658	39.0026	-76.1424	3862	Maintenance engineer	1962-12-06	1fe88e06d53329e9eab11dca9d9ed811	1340505889	38.460604	-76.906187	0
1878	739021	2019-11-11 17:43:52	4040099974063068803	fraud_Reichel Inc	entertainment	76.71	Jeffrey	Lewis	M	24255 Bryan Square	Palermo	ND	58769	48.3396	-102.24	229	Administrator	1983-03-20	45258a3c69aeab2c71c252a0cddac617	1352655832	48.940207	-102.793288	0
1879	249625	2019-05-05 02:56:17	4451952084362894	fraud_Yost, Block and Koepp	misc_pos	35.14	Joseph	Davis	M	941 Adam Stravenue	Nazareth	TX	79063	34.5444	-102.1069	686	Petroleum engineer	1980-07-30	d081badad9d0f603e7f022064687edac	1336186577	35.407668	-102.589391	0
1880	246191	2020-09-19 04:32:28	3559160581764413	fraud_Rodriguez Group	gas_transport	68.11	Allen	Bell	M	70147 Amanda Fields	Saint Bonaventure	NY	14778	42.2701	-78.6847	1453	Toxicologist	1974-02-15	0333a6f6534d9e353165fd0e2ec72d5c	1379565148	42.470566	-79.599747	0
1881	134196	2020-08-07 09:40:21	180049032966888	fraud_Stracke-Lemke	grocery_pos	90.73	Michael	Flores	M	70761 Fitzpatrick Brooks Suite 631	Saxon	WI	54559	46.4959	-90.4383	795	Television/film/video producer	1986-04-15	b70dc48abb5280d0d17ed1992603602f	1375868421	46.983807	-91.331674	0
1882	668233	2019-10-12 08:21:10	4255397449664185994	fraud_Mosciski, Ziemann and Farrell	shopping_net	5.08	George	Smith	M	7377 Walton Extensions Apt. 979	Dallas	TX	75236	32.69	-96.9177	1263321	Designer, interior/spatial	1952-09-27	f1d4c8ea22fcbbfc4515fe8aaf9c788a	1350030070	32.621625	-96.020288	0
1883	546622	2020-12-29 15:22:27	3551217896304745	fraud_Durgan, Gislason and Spencer	home	3.04	Sara	Harris	F	597 Jenny Ford Apt. 543	Tupper Lake	NY	12986	44.232	-74.4905	6120	Chartered loss adjuster	1976-10-09	abab0b8d37f29b9e60f094db319f7423	1388330547	44.565732	-75.178226	0
1884	463420	2019-07-23 10:01:23	4538566639857	fraud_Shields Inc	grocery_net	89.15	Jerry	Kelly	M	3539 Mckenzie Stream	Fairview	NJ	7022	40.817	-74.0	13835	Programmer, multimedia	1967-05-28	00551e6df1378ad68b58a96a182444fa	1343037683	40.372432	-73.890385	0
1885	332128	2019-06-07 09:55:18	4208110975550360171	fraud_Boyer-Reichert	shopping_net	98.77	David	Bonilla	M	82073 Jessica Camp	West Green	GA	31567	31.6143	-82.7243	782	Audiological scientist	1982-01-16	1bb5542b106b079467dc1fd488915e52	1339062918	32.070584000000004	-83.098488	0
1886	475578	2019-07-28 06:35:28	2286236465059468	fraud_Schmitt Inc	gas_transport	46.34	Morgan	Murray	F	2788 Brittney Island	Blairstown	MO	64726	38.5319	-93.9221	467	Agricultural consultant	1950-05-27	213bea062dc608589bab9acc764c258d	1343457328	39.123322	-93.486572	0
1887	296970	2020-10-11 13:51:40	4259996134423	fraud_Howe PLC	entertainment	36.16	Julie	Johnson	F	9331 Robert Passage Suite 327	Hudson	KS	67545	38.1485	-98.6408	215	Probation officer	1968-11-22	a4c2ab63652baf08dee5c32062bbc7fd	1381499500	39.070029	-99.536051	0
1888	305576	2019-05-28 03:48:15	342319985983023	fraud_Bradtke PLC	grocery_pos	99.2	Bryan	Pugh	M	6366 French Field	Margaretville	NY	12455	42.1852	-74.6178	1988	Environmental health practitioner	1978-05-23	f1e05c435c68b78e7cac5f8e7a973406	1338176895	41.319426	-74.14524399999999	0
1889	436503	2020-12-06 02:00:48	3501509250702469	fraud_Marks Inc	gas_transport	65.45	Frank	Anderson	M	0611 Stafford Valley Suite 504	Naples	FL	34112	26.1184	-81.7361	276002	Programme researcher, broadcasting/film/video	1979-01-02	a93b2de73102e7e0304b2e1dcd4c6fd5	1386295248	26.230764	-81.82504	0
1890	1123451	2020-04-13 00:37:09	371683116218417	fraud_Schaefer, Fay and Hilll	entertainment	36.8	Debra	Becker	F	384 Jonathan Hills	Iselin	NJ	8830	40.5716	-74.3167	18459	Emergency planning/management officer	1929-03-19	3b5b30bb6e08ccee3a0fa3c4b9608c50	1365813429	39.858577	-75.223444	0
1891	232319	2020-09-13 06:31:41	4972228199573984	fraud_Maggio-Fahey	misc_pos	51.04	Brian	Hogan	M	3316 Cindy Land	Lane	OK	74555	34.2691	-95.9685	861	Quantity surveyor	1960-04-08	3ca15075e7cb535679b054575a2996dc	1379053901	33.375931	-96.668255	0
1892	969673	2020-01-27 01:36:34	3560797065840735	fraud_Rodriguez Group	gas_transport	75.9	Janet	Turner	F	0925 Lang Extensions	Shields	ND	58569	46.1838	-101.2589	77	Film/video editor	1989-12-17	61a62663d145f24a371e9695ab28ca29	1359250594	46.035427	-101.594473	0
1893	9795	2019-01-07 01:27:47	4378993458389626	fraud_Runolfsson and Sons	grocery_net	21.86	Travis	Hayes	M	1561 Chase Grove	Conway	NH	3818	43.9742	-71.1503	3807	Surgeon	1999-10-25	d98cc04938d915009e884a0cc8ebf897	1325899667	44.423109	-70.192762	0
1894	545892	2019-08-21 22:08:35	4789911625179723	fraud_Mohr-Bayer	shopping_net	16.82	Dorothy	Zuniga	F	77321 Ford Via	Moriches	NY	11955	40.8095	-72.8229	3285	Research officer, trade union	1988-04-27	4eec5ac3774c6b98eca42e8241cb1fe2	1345586915	41.394575	-72.28246899999999	0
1895	1192585	2020-05-12 21:10:42	3540210836308425	fraud_Conroy-Emard	food_dining	62.04	Steven	Yoder	M	94975 David Mews Apt. 316	Summerfield	TX	79085	34.7437	-102.5064	53	Fisheries officer	1992-06-19	722a74804fd55506b921a05fd597458d	1368393042	34.855383	-102.804497	0
1896	275407	2019-05-16 13:37:40	4681699462969	fraud_Volkman PLC	food_dining	28.13	Joseph	Gonzalez	M	319 Wendy Fort Suite 179	Murfreesboro	TN	37132	35.8596	-86.421	158701	Journalist, newspaper	1978-03-06	f80c0c08c2046b05bf98da9127c98b99	1337175460	35.787961	-85.93548100000001	0
1897	1243153	2020-06-02 01:40:19	2383461948823908	fraud_Moore, Dibbert and Koepp	misc_net	1.6	Patrick	Vaughan	M	651 Miller Common	Parsonsfield	ME	4047	43.745	-70.9092	1892	Audiological scientist	1956-03-02	32d61fc7bf68ff9fa1a6c0be1085165b	1370137219	44.289533	-70.517267	0
1898	648763	2019-10-03 13:39:51	4060579726528237	fraud_Schimmel-Olson	kids_pets	67.07	Steven	Sanders	M	25955 Amy Via	Ozawkie	KS	66070	39.2136	-95.4404	2661	Theatre director	1948-11-14	b1737be556bdeee1ab8c210430f9ba26	1349271591	38.596017	-94.907467	0
1899	1190139	2020-05-12 01:57:08	502012776709	fraud_Streich, Dietrich and Barton	shopping_net	2.55	Sherry	Martinez	F	144 Yu Locks Apt. 754	Garrattsville	NY	13342	42.6315	-75.1866	165	Naval architect	1945-09-20	4aa9294741140b4cfe657c718fa30ba7	1368323828	42.576238	-75.666392	0
1900	498517	2020-12-19 16:45:47	30427035050508	fraud_Pollich LLC	home	17.44	John	Chandler	M	88325 Brandon Greens Apt. 477	Detroit	MI	48202	42.377	-83.0796	673342	Broadcast presenter	1969-11-20	041f0eb04b76cb3c76938037919a9171	1387471547	43.207192	-83.959356	0
1901	368048	2020-11-10 20:03:10	675990301623	fraud_Kunze, Larkin and Mayert	travel	4.87	Amanda	Spencer	F	6682 Green Forks	Ogdensburg	NJ	7439	41.0767	-74.5982	2456	Senior tax professional/tax inspector	1994-03-13	7d01726d3ee9f24896fea1a28be42915	1384113790	40.997833	-75.394377	0
1902	165783	2020-08-18 04:54:32	4951647200979051	fraud_Doyle Ltd	grocery_pos	107.67	Kimberly	Miller	F	75533 Tamara Valleys	Logan	IL	62856	37.9943	-88.9417	324	Scientist, research (physical sciences)	1976-06-15	9bf72b464ab46f34a8ee3874f4f3d983	1376801672	38.085088	-88.974241	0
1903	810043	2019-12-07 00:41:32	3591919803438423	fraud_Cummerata-Jones	gas_transport	90.16	Brian	Williams	M	32941 Krystal Mill Apt. 552	Titusville	FL	32780	28.5697	-80.8191	54767	Set designer	1987-07-25	66aedf5a1ad36ff5f80e4c368b25f8e7	1354840892	28.208779	-81.69148	0
1904	252336	2020-09-21 15:36:53	213195754007681	fraud_Effertz LLC	entertainment	53.91	Zachary	Allen	M	69252 Oconnor Alley Apt. 153	Ollie	IA	52576	41.2001	-92.1354	568	Commercial horticulturist	1969-07-24	07e498dd0e553abd2db0d8796bfb8fb8	1379777813	41.502587	-92.640317	0
1905	455670	2019-07-21 05:14:43	3566094707272327	fraud_Emard Inc	gas_transport	56.77	Kristina	Stewart	F	47029 Jimmy Tunnel Apt. 106	Newhall	CA	91321	34.3795	-118.523	34882	Health physicist	1971-04-25	3b4f6f0ed16b9f4de495fd51da44271b	1342847683	34.920075	-119.150454	0
1906	412548	2019-07-06 02:17:57	30234966027947	fraud_Friesen-D'Amore	gas_transport	54.69	Matthew	Lambert	M	7188 Melissa Crest Apt. 151	New Holstein	WI	53061	43.9446	-88.0911	5196	Child psychotherapist	1978-01-22	c12ead178f506faab7f94a73e0de18b8	1341541077	44.051003	-87.392107	0
1907	1036170	2020-03-05 15:08:20	30561214688470	fraud_Zboncak LLC	food_dining	41.05	Gina	Morrison	F	41851 Victor Drives Suite 219	Allentown	PA	18103	40.5891	-75.4645	166081	Scientist, research (maths)	1998-10-01	94b05d98f8c672b3775b0103b9681760	1362496100	39.972331	-75.258528	0
1908	953493	2020-01-18 06:05:34	180067784565096	fraud_Streich, Hansen and Veum	gas_transport	41.59	Mary	Juarez	F	35440 Ryan Islands	North Prairie	WI	53153	42.9385	-88.395	2328	Applications developer	1942-01-06	b7a1c168d2a4c5fe2db8a8a017d2e528	1358489134	42.487093	-88.27316	0
1909	1023936	2020-02-28 10:37:11	571844099986	fraud_Parker, Nolan and Trantow	entertainment	21.38	Susan	Mills	F	005 Cody Estates	Louisville	KY	40202	38.2507	-85.7476	736284	Engineering geologist	1952-04-02	f3be8de423ff1bf6612080e1474e3278	1362047831	37.429157	-85.877142	0
1910	1215425	2020-05-23 20:58:28	30273037698427	fraud_Goldner-Lemke	entertainment	76.2	Andrew	Patterson	M	06959 Stephen Branch Suite 246	Thida	AR	72165	35.5762	-91.4539	111	Careers information officer	2000-06-13	9393232ce5bfabdd8c996fccbd8617d6	1369342708	34.850575	-91.531242	0
1911	51167	2020-07-08 16:23:13	3513618443244549	fraud_Torphy-Kertzmann	health_fitness	118.0	Amber	Perez	F	954 Reyes Ways	Fulton	SD	57340	43.7588	-97.8712	355	Financial adviser	1955-06-26	43fa5598841a83a2c94777d2ffd718a8	1373300593	43.994051	-98.450978	0
1912	381648	2020-11-17 02:14:42	6511349151405438	fraud_Metz-Boehm	shopping_pos	1.61	Robert	Nguyen	M	74835 Garner Point	Ruth	NV	89319	39.3426	-114.8859	450	Interpreter	1946-08-24	2e716fa1ceb4890fb48f1e74d29c6d00	1384654482	39.768927000000005	-115.087194	0
1913	173737	2019-04-01 03:53:49	4710826438164847414	fraud_Dach-Borer	grocery_net	26.98	Juan	Henry	M	9795 Lori Island Suite 346	Turner	MT	59542	48.8328	-108.3961	192	Further education lecturer	1964-01-04	986c20710e054f4e1f3b76497dd3ef79	1333252429	48.273808	-108.776304	0
1914	505597	2019-08-07 15:32:14	3589289942931264	fraud_Jewess LLC	shopping_pos	4.78	Paula	Estrada	F	350 Stacy Glens	Spencer	SD	57374	43.7557	-97.5936	343	Development worker, international aid	1972-03-05	8c17a207f330a752c200f6decfecfa68	1344353534	43.266245	-96.796204	0
1915	974056	2020-01-29 20:20:21	3511378610369890	fraud_Kihn, Abernathy and Douglas	shopping_net	6.97	James	Cooper	M	663 Ramirez Trace Apt. 951	Huntsville	AL	35811	34.7789	-86.5438	190178	Television production assistant	1973-04-01	a26bca7b1348bcac7f2302b656931e9a	1359490821	33.783123	-86.919239	0
1916	550484	2020-12-30 11:35:59	6596735789587928	fraud_McDermott-Weimann	grocery_pos	60.93	Spencer	Williams	M	1145 Tony Drive Suite 080	Watertown	MN	55388	44.9595	-93.8482	5619	Licensed conveyancer	1959-01-15	40cb76e03752f40a69e06938cae49ef2	1388403359	45.050666	-94.340911	0
1917	312859	2019-05-31 14:37:36	3583093681934489	fraud_Reichel, Bradtke and Blanda	travel	5.07	Hannah	Knight	F	0900 Beverly Landing	Louisville	KY	40209	38.1901	-85.7519	736284	Education officer, museum	1961-09-13	0fe106c443ea0651c52175b5598dc96a	1338475056	37.394162	-85.83155500000001	0
1918	331546	2019-06-07 02:27:49	180011453250192	fraud_Reynolds-Schinner	misc_pos	33.19	Craig	Dunn	M	721 Jacqueline Brooks	New Boston	IL	61272	41.2153	-90.9879	1504	Manufacturing engineer	1993-10-05	d6ab16f7975709538fdd43b7d1af6dad	1339036069	42.185656	-91.263943	0
1919	108117	2020-07-28 15:31:07	371284100299909	fraud_Metz, Russel and Metz	kids_pets	101.07	Hannah	Thomas	F	1004 Willis Pass	Hedley	TX	79237	34.8698	-100.6806	513	Early years teacher	1976-05-24	a63f30c2eb71dfceca439c0cd51adb3e	1375025467	35.688139	-101.292699	0
1920	138775	2020-08-09 04:51:59	639023984367	fraud_Prohaska-Murray	gas_transport	70.46	Destiny	Lowe	F	79472 Stevens Trace Apt. 120	Hannawa Falls	NY	13647	44.6087	-74.9732	69	Chief Executive Officer	1991-06-05	9bb8f8cd338e4f39b56a436a50fe0f2a	1376023919	43.837417	-75.524252	0
1921	652557	2019-10-05 11:27:39	4990494243023	fraud_Kilback and Sons	entertainment	57.33	Martin	Ford	M	56812 Francis Courts	Corriganville	MD	21524	39.6967	-78.8031	626	Energy engineer	1960-12-13	b53e447179e66411592f0ebc698ecd52	1349436459	39.489559	-79.381785	0
1922	333765	2019-06-08 00:50:55	6011626928491360	fraud_Bernhard Inc	gas_transport	65.89	Heather	Roberts	F	62934 Maria Cliffs Suite 350	Bethel Springs	TN	38315	35.2289	-88.64399999999999	3876	Senior tax professional/tax inspector	1960-11-19	aacfe5946fec71dd75871124238ef6b6	1339116655	34.867409	-88.27584	0
1923	440674	2019-07-15 09:57:49	3521417320836166	fraud_Kilback LLC	grocery_pos	176.23	Angela	Hodges	F	08236 Kim Hill	Indianapolis	IN	46254	39.849	-86.272	910148	Firefighter	1975-11-30	6058fd9f8d51b0eb0582cc7252b6f592	1342346269	39.796218	-87.076105	0
1924	85055	2019-02-19 13:56:32	4220345354880	fraud_Parker-Kunde	personal_care	3.93	Patrick	Torres	M	27386 Snyder Station	Oxford	MI	48371	42.8223	-83.2829	24840	Agricultural consultant	1960-01-20	5ff7d8f51f761ba22fe7ac1bdfe94482	1329659792	43.06284	-84.253737	0
1925	472855	2019-07-27 12:59:28	630423337322	fraud_Botsford PLC	home	4.75	Stephanie	Gill	F	43039 Riley Greens Suite 393	Orient	WA	99160	48.8878	-118.2105	149	Special educational needs teacher	1978-06-21	0c11152ed3e3243e5a5074e8ec57c4e9	1343393968	49.756141	-117.72755	0
1926	373210	2019-06-21 23:54:07	30408301059761	fraud_Padberg-Sauer	home	16.0	Brandon	Pittman	M	2881 Frey Village	Cross	SC	29436	33.3364	-80.1859	4471	Occupational hygienist	1973-10-09	72689831ccce03e5b03bcae6891f87d3	1340322847	34.315428999999995	-79.22406099999999	0
1927	613199	2019-09-17 09:06:01	30074693890476	fraud_Lebsack and Sons	misc_net	110.44	Kelsey	Richards	F	889 Sarah Station Suite 624	Holcomb	KS	67851	37.9931	-100.9893	2691	Arboriculturist	1993-08-16	1c577155d5fc61292059237bbcb12084	1347872761	37.468047	-101.766636	0
1928	215722	2020-09-06 01:28:46	375848982312810	fraud_Gottlieb, Considine and Schultz	shopping_net	85.64	Dale	Smith	M	25036 Contreras Turnpike Suite 270	Purmela	TX	76566	31.4841	-97.9903	258	Web designer	1943-12-15	3ee85e95f9730f97962e8c450c375b4a	1378430926	31.645668	-98.957727	0
1929	206116	2020-09-01 11:06:08	4855488158131690372	fraud_Parisian and Sons	gas_transport	65.6	Jeremy	Roberson	M	25887 Martin Inlet	Graniteville	VT	5654	44.1554	-72.4847	970	Agricultural consultant	1993-09-29	0c9f4ba3821950e899e28b449e9ef42b	1378033568	44.993498	-72.890051	0
1930	73760	2020-07-16 22:18:07	3566094707272327	fraud_Baumbach, Hodkiewicz and Walsh	shopping_pos	160.42	Kristina	Stewart	F	47029 Jimmy Tunnel Apt. 106	Newhall	CA	91321	34.3795	-118.523	34882	Health physicist	1971-04-25	ed51276dbf6adc8a70f2a1b9f295ab15	1374013087	35.018397	-118.59674	0
1931	148878	2019-03-21 14:43:30	4874017206859125	fraud_Schroeder, Hauck and Treutel	entertainment	188.3	Lauren	Williams	F	065 Jones Stravenue	Lake Oswego	OR	97034	45.4093	-122.6847	42817	Planning and development surveyor	1982-05-28	b3a53d730ae500be3eba4cd871f00ea6	1332341010	45.565753	-122.849783	0
1932	436894	2020-12-06 04:11:07	6534628260579800	fraud_Runolfsson and Sons	grocery_net	69.61	Christine	Harris	F	29606 Martinez Views Suite 653	Hinesburg	VT	5461	44.3346	-73.098	4542	Claims inspector/assessor	1998-03-19	41980411f6242754cc6c85ea3683de98	1386303067	45.034466	-73.496574	0
1933	737789	2019-11-11 08:03:41	4861310130652566408	fraud_Paucek-Wiza	grocery_net	59.4	Ashley	Cruz	F	65417 Walsh Radial Suite 691	Saint Amant	LA	70774	30.2385	-90.8435	10076	Surveyor, rural practice	1977-12-16	9d953782bd9d80d76430e840747819f1	1352621021	29.781637	-91.653146	0
1934	206931	2019-04-15 16:37:11	4210078554961359092	fraud_Johns Inc	entertainment	37.63	Valerie	Clark	F	7402 West Ranch	Lowell	OR	97452	43.92100000000001	-122.7806	1420	Systems analyst	1965-11-11	47a97e0179fde66913c961e7edceca6d	1334507831	43.123076	-122.206945	0
1935	856481	2019-12-16 14:37:56	36078114201167	fraud_Skiles LLC	home	66.67	Christopher	Horn	M	956 Sanchez Highway	Mallie	KY	41836	37.2692	-82.9161	798	Facilities manager	1926-06-26	aaaacecb17913102d4bf927eea790140	1355668676	36.620051	-83.67992	0
1936	174820	2019-04-01 13:44:30	38057513087029	fraud_Koss, Hansen and Lueilwitz	home	79.13	Marissa	Clark	F	2677 Byrd Village Suite 035	San Jose	CA	95148	37.3304	-121.7913	973849	Geoscientist	1997-01-18	d228521c83e79c9bbf89f0afb2406c64	1333287870	37.785579	-121.532916	0
1937	533601	2019-08-17 18:49:44	3583293909206278	fraud_Pouros-Haag	shopping_pos	9.16	Deborah	Fisher	F	1911 Fisher Brook	Kirtland Afb	NM	87117	35.0203	-106.5503	310	Surveyor, land/geomatics	1978-09-30	2b0f18bdfdd42e77de6dbe7a26988470	1345229384	34.040535	-106.267459	0
1938	238607	2019-04-29 16:00:03	4908846471916297	fraud_Erdman-Schaden	personal_care	2.26	Lauren	Torres	F	03030 White Lakes	Grandview	TX	76050	32.2779	-97.2351	5875	Radiographer, therapeutic	1992-07-24	6b9dc9fbe42a6704d25738201eddc4f5	1335715203	32.289253	-96.456396	0
1939	326585	2019-06-04 20:53:55	3512365128314616	fraud_Bernhard, Grant and Langworth	shopping_pos	1853.01	Francisco	Kemp	M	9554 Flores Drive	Arnold	MO	63010	38.4305	-90.387	35439	Land/geomatics surveyor	1985-03-31	d2804eb1846d6bba81a164dd26497409	1338843235	37.956676	-90.663147	0
1940	300153	2020-10-12 14:58:03	4586810168620942	fraud_Berge, Kautzer and Harris	personal_care	3.04	Michelle	Gregory	F	6983 Carrillo Isle	Edisto Island	SC	29438	32.5486	-80.307	2408	Sales professional, IT	1997-07-05	232abe0507783a1bf3463e86d2a86d57	1381589883	33.012105	-79.959089	0
1941	852223	2019-12-15 20:55:47	3576021480694169	fraud_Ullrich Ltd	kids_pets	4.25	Dawn	Gray	F	9486 Joel Common Suite 554	Topeka	KS	66618	39.1329	-95.7023	163415	Secondary school teacher	2004-12-30	70edc73e1dac55129e1b59f138f469db	1355604947	38.557247	-94.77469	0
1942	252545	2019-05-06 00:45:20	213161293389774	fraud_Boyer PLC	shopping_net	1.1	Catherine	Weber	F	74890 Rodriguez Springs Apt. 540	West Henrietta	NY	14586	43.0397	-77.6871	10256	Teacher, primary school	1968-06-24	6cb3a01dfdb95702c5e65cf0345c4163	1336265120	42.085247	-78.457104	0
1943	393172	2019-06-29 04:43:54	4474324669797121	fraud_Bauch-Raynor	grocery_pos	100.93	Matthew	Russell	M	168 Michael Coves Suite 343	June Lake	CA	93529	37.7773	-119.0825	633	Health service manager	1927-09-09	54b6e7e1574665df16bebb168ee8ebd4	1340945034	37.269965	-119.830242	0
1944	822385	2019-12-09 03:28:30	3547560454237873	fraud_Quitzon, Green and Bashirian	shopping_pos	274.73	Jerry	Robinson	M	212 Mary Stream	Arcadia	MI	49613	44.5232	-86.2061	680	Designer, jewellery	1966-12-21	c59bb8c7af7e9c958a178da107208939	1355023710	44.791049	-86.892389	0
1945	518317	2020-12-23 04:51:06	4681699462969	fraud_Huels-Nolan	gas_transport	99.04	Joseph	Gonzalez	M	319 Wendy Fort Suite 179	Murfreesboro	TN	37132	35.8596	-86.421	158701	Journalist, newspaper	1978-03-06	9fa25e21b1c55207166b67b1d8c3d6b5	1387774266	35.124237	-86.270214	0
1946	752438	2019-11-17 22:33:48	4128730454058057622	fraud_Schneider, Hayes and Nikolaus	food_dining	33.23	Monique	Martin	F	68276 Matthew Springs	Ratcliff	TX	75858	31.3833	-95.0619	43	Engineer, production	1949-10-04	380a6e9e6ce5a4ded421198dc034adf7	1353191628	31.145532	-94.415963	0
1947	12526	2020-06-25 09:36:35	3559723917628303	fraud_Schultz, Simonis and Little	grocery_pos	95.71	Matthew	Huerta	M	622 Williams Trafficway	Ringwood	IL	60072	42.4048	-88.3054	928	Outdoor activities/education manager	1985-05-13	86f3ddac17bfb232b0552c7375269856	1372152995	42.904148	-88.925423	0
1948	88256	2019-02-21 19:07:27	60416207185	fraud_Ratke and Sons	health_fitness	24.74	Mary	Diaz	F	9886 Anita Drive	Fort Washakie	WY	82514	43.0048	-108.8964	1645	Information systems manager	1986-02-17	2b94e819f9a9d8b8ca3ddaf184c10873	1329851247	42.922254	-109.534203	0
1949	920843	2019-12-30 20:17:54	30357372465631	fraud_Rippin-VonRueden	health_fitness	77.74	John	Nichols	M	00821 Joanna Meadow	Dalton	WI	53926	43.6718	-89.1918	1628	Civil Service fast streamer	1967-09-30	8128480e63e2b9c5a3749cccbff76941	1356898674	44.007434	-89.519273	0
1950	230532	2019-04-26 20:17:51	4653178848915023204	fraud_Kuhic, Bins and Pfeffer	shopping_net	5.59	Robert	Hall	M	371 Anthony Trail Suite 354	Glade Spring	VA	24340	36.7779	-81.7676	5657	Clinical psychologist	1987-04-29	c693515f31c57cef3a9310f087b975d6	1335471471	37.326812	-81.814256	0
1951	75336	2019-02-13 21:52:05	344709867813900	fraud_Beer-Jast	kids_pets	45.21	Joanna	Hudson	F	2924 Bobby Trafficway	Sebring	FL	33872	27.4703	-81.4872	50835	Environmental consultant	1986-01-30	884e9d644f20f8e0e5bec5d30a7c0a0e	1329169925	27.479540000000004	-81.50845600000001	0
1952	862743	2019-12-18 03:41:24	4505383113689	fraud_Schumm PLC	shopping_net	291.55	Alicia	Hawkins	F	507 John Overpass Suite 424	Harwood	MD	20776	38.8582	-76.6145	3289	Quantity surveyor	1933-03-15	9b8e1c858936e96d8e834787d408c6ea	1355802084	39.085952	-76.49241500000001	0
1953	904316	2019-12-28 01:41:06	4169388510116	fraud_Yost, Block and Koepp	misc_pos	7.61	Marcia	Molina	F	6744 Jimmy Extensions	Port Gibson	NY	14537	43.033	-77.1575	207	Database administrator	1962-09-27	36a3e3c94718c4e8b3f0ba8152f5992c	1356658866	42.433081	-76.99338900000001	0
1954	596760	2019-09-09 22:35:05	4560004149983868183	fraud_Kertzmann LLC	health_fitness	52.57	Stacy	Villegas	F	20581 Pena Walks	Colorado Springs	CO	80951	38.8881	-104.6556	525713	Museum/gallery exhibitions officer	1992-05-09	093f11c0396468bbcb25696e09038a47	1347230105	39.61339	-105.25216100000002	0
1955	206084	2020-09-01 10:53:23	3593399694467427	fraud_Wisozk and Sons	misc_pos	4.15	Douglas	Smith	M	85932 Marc Throughway Apt. 080	Knowlesville	NY	14479	43.2363	-78.3138	275	TEFL teacher	1964-08-18	d460e2673b224eb68245377c39a8ccc9	1378032803	42.503417	-77.58561999999999	0
1956	265779	2020-09-27 19:19:58	3528407217576457	fraud_Block Group	misc_pos	10.18	Patricia	Leach	F	71309 Martinez Stravenue	Kingsport	TN	37663	36.4715	-82.4834	87124	Warden/ranger	1987-02-14	c4b343bcea57aec836ab3577cb1cab48	1380309598	35.86153	-81.613721	0
1957	140464	2020-08-09 17:08:01	4841313716651064	fraud_Thiel-Thiel	entertainment	71.27	Omar	Gay	M	2161 Blankenship Freeway	West Hartford	VT	5084	43.7185	-72.4439	140	Development worker, community	1989-10-28	5dc5c9bd813c80d31a43e9f8be7c0f72	1376068081	43.574421	-71.899218	0
1958	220808	2020-09-07 19:48:52	630424987505	fraud_Schmidt-Larkin	home	45.64	Jennifer	Black	F	2870 Bean Terrace Apt. 756	Thomas	WV	26292	39.1505	-79.503	836	Forensic psychologist	1981-08-29	9baedc0083f9369b824fba99e3910b38	1378583332	39.805894	-80.019901	0
1959	957880	2020-01-20 03:41:55	4169759661243568	fraud_Morar Inc	grocery_net	32.83	Jamie	Carr	F	55363 Aaron Circle Suite 450	Lawn	PA	17041	40.2236	-76.538	213	Special educational needs teacher	1972-02-15	d74a717c3b3c9a02322c1b648b18abfc	1358653315	40.644202	-77.205872	0
1960	509020	2020-12-21 15:55:27	36485887555770	fraud_Huel-Langworth	misc_net	122.16	Michael	Gross	M	230 Ryan Tunnel Apt. 025	Fulton	OH	43321	40.4971	-82.8342	267	Facilities manager	2005-01-29	2f763b50049f4332268d9d81cd69a863	1387641327	39.501793	-82.18387	0
1961	692604	2019-10-22 06:55:45	5456776410929288	fraud_Kling Inc	gas_transport	81.68	Taylor	Khan	F	658 Diane Glen Apt. 677	North Washington	PA	16048	41.0472	-79.8089	139	Patent attorney	1954-05-25	30861e5929a9e0aaeb164259c0cb90c0	1350888945	41.760535	-80.378472	0
1962	484931	2019-07-31 06:28:15	30175986190993	fraud_Price Inc	shopping_net	118.66	Rebecca	Butler	F	0665 Lisa Alley	Winger	MN	56592	47.5375	-95.9941	516	Applications developer	1966-06-07	e0aebec007bfc8129afa1ee8d1ec3303	1343716095	46.979841	-95.774748	0
1963	286377	2020-10-06 06:55:15	4018105808392773675	fraud_Greenholt, Jacobi and Gleason	gas_transport	65.32	Katherine	Love	F	5884 Sandoval Square Apt. 371	Allenhurst	NJ	7711	40.2367	-74.0067	1533	Administrator, charities/voluntary organisations	1935-04-15	91b5a0decf437159652d1b85e8f5d6a8	1381042515	41.068562	-74.707737	0
1964	150532	2020-08-12 15:28:06	3521417320836166	fraud_Kihn, Abernathy and Douglas	shopping_net	83.1	Angela	Hodges	F	08236 Kim Hill	Indianapolis	IN	46254	39.849	-86.272	910148	Firefighter	1975-11-30	a1bf4c3518e651f1246979b3bb2cde20	1376321286	38.910947	-85.984138	0
1965	372836	2019-06-21 21:03:46	6011542681743618	fraud_Parker-Kunde	personal_care	31.89	Emily	Hall	F	8851 Reese Neck	Basye	VA	22810	38.8089	-78.7776	863	Engineer, mining	1972-08-09	621bc6fc3bfcae42ab031a3d997df4bc	1340312626	39.30901	-78.429803	0
1966	1209465	2020-05-20 12:28:12	4716561796955522	fraud_Hills-Witting	shopping_net	1.02	Lauren	Anderson	F	11014 Chad Lake Apt. 573	Heart Butte	MT	59448	48.2777	-112.8456	743	Water engineer	1972-05-04	cbbc1ded61478864159f54a321d6eb0a	1369052892	48.849168	-113.217058	0
1967	136950	2020-08-08 13:36:50	36078114201167	fraud_Langosh, Wintheiser and Hyatt	food_dining	12.48	Christopher	Horn	M	956 Sanchez Highway	Mallie	KY	41836	37.2692	-82.9161	798	Facilities ma

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