customer_demographics

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O
1	custid	Name	Job	Age	Lat	Long	Income	CreditScore	HouseholdSize	ZipCode	MajorCity	State	MedianHomeValue	MedianHouseholdIncome	Debt
2	92886957	Barbara Thompson	Automotive Service Technicians and Mechanics	39	31.84568	-102.36764	43415	658	4	79761	Odessa	TX	94700	44174	23878.25
3	16462625	James Wade	Prosthodontists	93	42.7392	-84.62081	564164	786	4	48917	Lansing	MI	138000	51830	5641.64
4	89457436	Joel Jackson	Surgeons	99	44.27804	-88.27205	466344	676	1	54140	Little Chute	WI	139200	58247	233172
5	68462543	Tyler Clements	Physicians and Surgeons	100	33.50921	-111.89903	756171	694	2	85250	Scottsdale	AZ	250200	59358	378085.5
6	63315493	Adam Stephens	Railroad Brake, Signal, and Switch Operators	97	33.93113	-117.54866	58948	688	2	92860	Norco	CA	385100	84905	30063.48
7	58074817	Justin Bryant	Graduate Teaching Assistants	73	28.90054	-81.26367	36360	659	10	32725	Deltona	FL	127300	45059	14180.4
8	57739304	Scott Evans	Extraction Workers, All Other	67	27.09978	-82.45426	54375	716	9	34285	Venice	FL	153500	45029	9243.75
9	1522679	Carol Sanchez	Chief Executives	20	39.08367	-84.50855	858635	782	4	41014	Covington	KY	88900	30958	103036.2
10	73533078	Stacy Nichols	Emergency Medical Technicians and Paramedics	44	46.09273	-88.64235	37837	659	2	49927	Gaastra	MI	57500	30000	16648.28
11	79412186	Hannah Hall	Family and General Practitioners	68	42.55308	-87.93341	653902	792	4	53142	Kenosha	WI	178600	64930	58851.18
12	37117023	David Robinson	General and Operations Managers	59	41.50343	-74.01042	124735	750	1	12550	Newburgh	NY	255000	56444	32431.1
13	56957532	Ian Reyes	Prosthodontists	63	43.16547	-77.70066	579382	679	2	14606	Rochester	NY	103900	38545	220165.16
14	43000494	Jose Lucas	Cashiers	91	44.99012	-123.02621	23264	755	4	97301	Salem	OR	150100	37006	5816
15	76773051	Clifford Collins	Amusement and Recreation Attendants	94	41.8542	-87.66561	23377	660	1	60608	Chicago	IL	230700	35336	11922.27
16	92363304	Joanna Cox	Miscellaneous Metal Workers and Plastic Workers	75	27.09978	-82.45426	37750	669	3	34285	Venice	FL	153500	45029	14722.5
17	33338415	Teresa Johnson	Cashiers	58	41.55815	-73.0515	16772	656	2	6702	Waterbury	CT	115700	11368	8721.44
18	15137203	Mitchell Sweeney	Food Processing Workers	41	34.21639	-119.0376	29952	648	2	93010	Camarillo	CA	474600	85479	23063.04
19	32523379	Shari Mcbride	Computer and Information Systems Managers	28	20.88953	-156.47432	159794	763	2	96793	Wailuku	HI	459400	75056	36752.62
20	94539929	Michele Hall	Paving, Surfacing, and Tamping Equipment Operators	75	37.60876	-77.37331	44014	634	4	23222	Richmond	VA	124000	34234	42253.44
21	82210243	Christy Harris PhD	Cashiers	80	35.25064	-91.73625	15797	621	4	72082	Kensett	AR	48600	30060	12321.66
22	68710019	Diana Graham	Computer Control Programmers and Operators	80	40.72371	-73.95097	43742	773	4	11222	Brooklyn	NY	726500	63739	12247.76
23	93592703	Diane White	Bill and Account Collectors	62	33.76446	-117.79394	38305	651	2	92705	Santa Ana	CA	714000	82411	14938.95
24	78448766	Stephanie Herring DDS	Combined Food Preparation and Serving Workers, Including Fast Food	100	33.50921	-111.89903	21145	633	1	85250	Scottsdale	AZ	250200	59358	19453.4
25	11128007	Sandra Johnson	Rail Car Repairers	21	37.71715	-122.40433	56070	698	4	94134	San Francisco	CA	547800	56716	24670.8
26	36182657	Manuel Rowland	Chemical Processing Machine Setters, Operators, and Tenders	49	42.58342	-71.8023	48485	664	2	1420	Fitchburg	MA	191100	45363	20848.55
27	77409720	Shannon Gomez	Actors	48	38.96372	-76.99081	10094	756	4	20782	Hyattsville	MD	268300	59574	1816.92
28	86741583	Ricardo Barker	Sales Managers	64	43.16547	-77.70066	141837	693	4	14606	Rochester	NY	103900	38545	66663.39
29	90060212	Cindy Porter DVM	Dishwashers	24	40.72816	-74.07764	16034	648	6	7306	Jersey City	NJ	285000	46312	8979.04
30	86842303	William Rose	Reporters and Correspondents	26	42.24113	-88.3162	55220	670	1	60014	Crystal Lake	IL	219300	81031	27057.8
31	79450652	Joshua Spencer	Physicians and Surgeons, All Other	87	41.55815	-73.0515	569814	793	2	6702	Waterbury	CT	115700	11368	45585.12
32	51010584	Julie Hines	Obstetricians and Gynecologists	27	39.32011	-76.51552	373468	796	8	21206	Baltimore	MD	162400	48428	18673.4
33	99201869	Mrs. Katelyn Decker	Family and General Practitioners	99	41.75338	-86.11084	476726	793	2	46530	Granger	IN	197200	87971	9534.52
34	79020602	Brittany Jensen	Orthodontists	18	38.58894	-89.99038	202648	798	3	62208	Fairview Heights	IL	127800	62201	24317.76
35	15146267	Sharon Lewis	Molders, Shapers, and Casters, Except Metal and Plastic	28	34.09668	-117.71978	35238	650	1	91767	Pomona	CA	253800	49881	15857.1
36	97383680	Nancy Martinez	Chemical Technicians	24	33.52253	-117.70755	51571	703	3	92677	Laguna Niguel	CA	662200	99101	11861.33
37	16780729	Jason Ellis	Shampooers	21	40.60538	-73.75513	10153	663	3	11691	Far Rockaway	NY	448200	39409	5381.09
38	49952988	Gregory Wood	Forest and Conservation Workers	43	32.42067	-104.22884	31476	642	1	88220	Carlsbad	NM	107800	48720	29272.68
39	16134355	Ronald Barnes	Gaming Dealers	96	36.91023	-121.75689	21277	633	3	95019	Freedom	CA	273700	36791	16170.52
40	48629263	Anna Green	Financial Managers	99	41.72059	-87.70172	149741	751	3	60805	Evergreen Park	IL	197300	65393	17968.92
41	96156292	Paul Sutton	Prosthodontists	66	33.76446	-117.79394	888307	787	3	92705	Santa Ana	CA	714000	82411	8883.07
42	42920038	Nicolas Thomas	Travel Agents	53	38.70734	-77.02303	42685	642	2	20607	Accokeek	MD	348900	123851	37562.8
43	13437343	Shaun Bentley PhD	Service Unit Operators, Oil, Gas, and Mining	63	36.02506	-86.77917	52522	690	3	37027	Brentwood	TN	443300	114257	27311.44
44	95495392	Daniel Velez	Physicians and Surgeons, All Other	47	41.80753	-87.65644	728667	644	1	60609	Chicago	IL	171200	33630	495493.56
45	80853190	Andrew Lee	Orthodontists	31	31.84568	-102.36764	323852	781	4	79761	Odessa	TX	94700	44174	58293.36
46	514743	Pamela Cunningham	Parking Lot Attendants	47	26.91756	-82.07842	25518	636	4	33950	Punta Gorda	FL	240000	51136	24752.46
47	31738743	Joshua Black	Shampooers	28	42.58342	-71.8023	17708	635	3	1420	Fitchburg	MA	191100	45363	12572.68
48	83417320	Amy Murphy	Physicians and Surgeons	28	44.27804	-88.27205	482083	781	2	54140	Little Chute	WI	139200	58247	33745.81
49	78432383	Roger Valencia	Rail Yard Engineers, Dinkey Operators, and Hostlers	57	33.7207	-116.21677	54689	692	1	92201	Indio	CA	157100	41335	25156.94
50	58033890	Sandra Mooney	Legislators	72	33.98154	-81.23621	47947	647	2	29072	Lexington	SC	201000	76124	39796.01
51	21387531	Martin Johnson	Pharmacy Technicians	75	41.66394	-83.55521	33854	635	4	43620	Toledo	OH	74300	17174	26067.58
52	97978053	Pedro Delgado	Cashiers	24	43.16547	-77.70066	23804	798	1	14606	Rochester	NY	103900	38545	4046.68
53	24308823	Rhonda Foster	Counter Attendants, Cafeteria, Food Concession, and Coffee Shop	77	27.71809	-82.35176	23289	640	3	33573	Sun City Center	FL	130200	41667	20960.1
54	7536465	Robert Giles	Motion Picture Projectionists	66	31.84568	-102.36764	25555	764	3	79761	Odessa	TX	94700	44174	4344.35
55	43303700	Meghan Hill	Psychiatrists	44	32.54044	-82.90375	477695	788	2	31021	Dublin	GA	96600	36654	9553.9
56	37052560	Jamie Davis	Building Cleaning Workers	77	40.5576	-74.28459	27837	631	2	7095	Woodbridge	NJ	283900	80235	25053.3
57	73001225	Hannah Paul	Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop	66	40.58654	-122.39168	11758	645	4	96002	Redding	CA	216600	44017	8113.02
58	62272001	Christian Simmons	Hotel, Motel, and Resort Desk Clerks	71	20.88953	-156.47432	24875	656	2	96793	Wailuku	HI	459400	75056	9701.25
59	66478065	Kari Mckee	Physicians and Surgeons, All Other	18	26.18924	-98.15529	274760	786	4	78589	San Juan	TX	80800	33648	13738
60	88118789	Mr. David Porter DDS	Psychiatrists	20	45.49428	-122.86705	698357	783	3	97006	Beaverton	OR	240700	60407	34917.85
61	81311163	Sandra Mack	Other Production Occupations	24	44.99012	-123.02621	37490	663	4	97301	Salem	OR	150100	37006	19869.7
62	99742416	Amber Berry	Physical Therapist Assistants	98	36.61033	-88.31476	57328	656	7	42071	Murray	KY	117100	37095	28664
63	48788595	Jacqueline Berry	Podiatrists	98	27.71809	-82.35176	144047	767	3	33573	Sun City Center	FL	130200	41667	30249.87
64	9802681	Rachel Sanders	Athletic Trainers	97	47.76232	-122.2054	49287	784	2	98011	Bothell	WA	351000	71720	4928.7
65	23539884	Lindsay Williams	Anesthesiologists	52	28.15112	-82.46148	861969	787	1	33549	Lutz	FL	195200	55614	129295.35
66	43613595	Lisa Martinez	Baggage Porters and Bellhops	36	26.2173	-80.22588	26892	649	4	33068	Pompano Beach	FL	119500	43606	20437.92
67	83416408	Derrick Campbell	Title Examiners, Abstractors, and Searchers	29	36.91023	-121.75689	51352	714	2	95019	Freedom	CA	273700	36791	14378.56
68	7534836	Nancy Gonzalez	Physicians and Surgeons	26	46.32374	-120.00865	473902	784	4	98930	Grandview	WA	135900	44563	33173.14
69	2665290	Claudia Chavez	Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop	84	40.58654	-122.39168	23783	657	3	96002	Redding	CA	216600	44017	11653.67
70	8520968	Peter Chambers	Sales Managers	73	34.25807	-88.70464	153876	756	4	38804	Tupelo	MS	119400	43935	47701.56
71	57435787	Teresa Nunez	Woodworking Machine Setters, Operators, and Tenders	39	42.7392	-84.62081	31368	636	3	48917	Lansing	MI	138000	51830	21330.24
72	94731132	Ricardo Henson	Pipelayers, Plumbers, Pipefitters, and Steamfitters	94	39.09112	-94.41551	57515	658	3	64054	Independence	MO	78200	32470	27607.2
73	85646407	Mark Riley	Food Preparation Workers	22	36.20829	-115.98391	24378	654	4	89048	Pahrump	NV	124500	37996	12189
74	93116077	Kimberly Rojas	Nuclear Medicine Technologists	39	41.80753	-87.65644	79068	658	9	60609	Chicago	IL	171200	33630	31627.2
75	18622492	Brooke Anderson	Pumping Station Operators	60	40.63316	-74.13653	52655	672	4	10310	Staten Island	NY	414600	61925	26327.5
76	97010470	Mark Jones	Protective Service Occupations	87	40.60538	-73.75513	48218	761	1	11691	Far Rockaway	NY	448200	39409	11572.32
77	65445624	Kayla Webster	Combined Food Preparation and Serving Workers, Including Fast Food	66	40.72371	-73.95097	20011	772	3	11222	Brooklyn	NY	726500	63739	2601.43
78	23071605	Kenneth Davis	Computer Control Programmers and Operators	74	33.44872	-86.78777	44250	639	1	35209	Birmingham	AL	272600	45224	37612.5
79	87921137	Travis Schroeder	Physicians and Surgeons	81	39.45621	-77.96389	653739	646	10	25401	Martinsburg	WV	137100	36600	372631.23
80	26409573	David Cooper	Protective Service Workers, All Other	32	37.71715	-122.40433	34810	664	4	94134	San Francisco	CA	547800	56716	17056.9
81	48299572	Lucas Burke	Food Preparation and Serving Related Workers, All Other	95	41.75338	-86.11084	25366	643	1	46530	Granger	IN	197200	87971	16995.22
82	77646477	Amy Middleton	Cooks, Fast Food	24	33.93113	-117.54866	19296	632	1	92860	Norco	CA	385100	84905	17173.44
83	78677791	Karen Potter	Counter Attendants, Cafeteria, Food Concession, and Coffee Shop	64	31.76212	-95.63079	17133	642	3	75801	Palestine	TX	81000	39854	10451.13
84	9569898	Erik Payne	Farm Labor Contractors	62	38.17492	-122.2608	52793	682	4	94503	American Canyon	CA	330300	82746	27452.36
85	96026915	Barry Allen	Motorcycle Mechanics	85	42.97086	-82.42491	39097	664	1	48060	Port Huron	MI	88300	35337	15247.83
86	52207181	Nathan Cobb	Cooks, Fast Food	89	33.76446	-117.79394	15134	660	3	92705	Santa Ana	CA	714000	82411	6961.64
87	473347	Stacie Nash	Medical Scientists	59	38.58894	-89.99038	96272	691	4	62208	Fairview Heights	IL	127800	62201	48136
88	83991516	Keith Ford	Etchers and Engravers	92	34.63915	-120.45794	34939	669	3	93436	Lompoc	CA	257500	52032	15023.77
89	355964	Emily Proctor MD	Building Cleaning Workers	72	45.0408	-93.263	27520	642	2	55421	Minneapolis	MN	160100	49333	26694.4
90	4281337	Michael Clark	Gaming Dealers	57	40.60538	-73.75513	15030	626	3	11691	Far Rockaway	NY	448200	39409	11422.8
91	60719676	Travis Blair	Amusement and Recreation Attendants	33	26.18924	-98.15529	11976	642	3	78589	San Juan	TX	80800	33648	11377.2
92	48188203	Beth Williams	Combined Food Preparation and Serving Workers, Including Fast Food	59	35.61452	-88.81395	14387	632	1	38301	Jackson	TN	79400	29156	9351.55
93	29680375	Thomas Gibbs	Obstetricians and Gynecologists	69	41.54566	-71.29144	441500	781	1	2842	Middletown	RI	347800	69495	52980
94	69500008	Edward Price	Chief Executives	45	45.49428	-122.86705	872462	788	2	97006	Beaverton	OR	240700	60407	69796.96
95	99744373	Brooke Spencer	Gaming Change Persons and Booth Cashiers	53	41.66394	-83.55521	27713	646	4	43620	Toledo	OH	74300	17174	26327.35
96	16869165	Jason Allison	Chief Executives	61	40.56754	-89.64066	694694	661	3	61607	Peoria	IL	122800	58366	270930.66
97	98634767	William Costa	Continuous Mining Machine Operators	34	28.90054	-81.26367	54059	716	1	32725	Deltona	FL	127300	45059	8108.85
98	82301767	Autumn Watkins	Fast Food and Counter Workers	53	40.34912	-111.90466	19592	627	3	84045	Saratoga Springs	UT	242500	73424	12147.04
99	52926396	Jennifer Banks	Butchers and Meat Cutters	99	39.33427	-76.43941	33304	653	1	21220	Middle River	MD	202100	61672	13321.6
100	20330835	Garrett Marks	Physicians and Surgeons	75	20.88953	-156.47432	883227	795	1	96793	Wailuku	HI	459400	75056	150148.59