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train · 41.5k rows

Unnamed: 0 int64 1 41.5k	Total Household Income int64 11.3k 11.8M	Total Food Expenditure int64 2.95k 828k	Alcoholic Beverages Expenditure int64 0 59.6k	Tobacco Expenditure int64 0 139k	Medical Care Expenditure int64 0 1.05M	Education Expenditure float64 0 731k	Household Head Sex stringclasses 2 values	Household Head Age int64 9 99	Household Head Marital Status stringclasses 6 values	Household Head Highest Grade Completed stringclasses 46 values	Household Head Job or Business Indicator stringclasses 2 values	Household Head Occupation stringclasses 378 values	Household Head Class of Worker stringclasses 7 values	Type of Household stringclasses 3 values	Total Number of Family members int64 1 26	Members with age less than 5 year old int64 0 5	Members with age 5 - 17 years old int64 0 8	Total number of family members employed int64 0 8	Type of Building/House stringclasses 6 values
1	480,332	117,848	0	0	3,457	36,200	Female	49	Single	Teacher Training and Education Sciences Programs	With Job/Business	General elementary education teaching professionals	Worked for government/government corporation	Extended Family	4	0	1	1	Single house
2	198,235	67,766	960	2,132	3,520	29,300	Male	40	Married	Transport Services Programs	With Job/Business	Transport conductors	Worked for private establishment	Single Family	3	0	1	2	Single house
3	82,785	61,609	270	4,525	70	425	Male	39	Married	Grade 3	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	6	0	4	3	Single house
4	107,589	78,189	480	0	60	300	Male	52	Married	Elementary Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Single Family	3	0	3	2	Single house
5	189,322	94,625	1,040	0	140	0	Male	65	Married	Elementary Graduate	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	4	0	0	2	Single house
6	152,883	73,326	180	240	95	0	Male	46	Married	Second Year High School	With Job/Business	Heavy truck and lorry drivers	Worked for private establishment	Single Family	4	0	0	3	Single house
7	198,621	104,644	1,920	0	340	0	Male	45	Married	Third Year High School	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Extended Family	5	1	0	1	Single house
8	134,961	95,644	480	0	75	50	Male	33	Married	Business and Administration Programs	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Extended Family	5	1	1	0	Single house
9	171,152	67,348	0	0	200	8,000	Female	17	Single	First Year College	No Job/Business	null	null	Single Family	2	0	2	0	Single house
10	625,753	158,721	0	0	1,786	13,180	Male	53	Married	High School Graduate	With Job/Business	Hog raising farmers	Self-employed wihout any employee	Extended Family	6	0	0	1	Single house
11	147,005	79,530	1,268	910	49	750	Male	49	Married	Other Programs in Education at the Third Level, First Stage, of the Type that Leads to an Award not Equivalent to a First University or Baccalaureate Degree	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Employer in own family-operated farm or business	Single Family	4	1	1	1	Single house
12	253,130	111,250	2,080	1,820	123	250	Male	35	Married	High School Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	7	0	3	5	Single house
13	101,111	88,523	1,040	0	89	960	Male	38	Married	Elementary Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Single Family	7	1	4	2	Single house
14	128,214	62,262	0	0	78	0	Male	53	Married	Humanities Programs	No Job/Business	null	null	Extended Family	3	0	1	0	Single house
15	91,525	45,487	0	0	77	0	Male	75	Single	Elementary Graduate	No Job/Business	null	null	Single Family	2	0	0	0	Single house
16	171,742	70,892	0	0	121	375	Female	36	Widowed	First Year High School	No Job/Business	null	null	Single Family	4	1	2	0	Single house
17	95,385	83,790	1,208	910	80	470	Male	67	Widowed	Grade 6	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Extended Family	5	1	1	1	Single house
18	142,843	85,370	0	780	61	350	Male	57	Married	High School Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Single Family	8	1	3	1	Single house
19	88,170	64,705	520	0	147	0	Female	63	Widowed	Elementary Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Extended Family	4	1	0	3	Single house
20	97,018	82,534	1,820	0	1,445	215	Male	40	Married	Elementary Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Single Family	5	2	2	1	Single house
21	123,015	73,459	1,280	2,715	610	8,060	Male	60	Married	High School Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Extended Family	4	0	0	2	Single house
22	100,900	67,830	960	780	50	800	Male	62	Married	Grade 4	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	4	0	1	2	Single house
23	153,312	164,860	570	0	102	5,960	Male	45	Married	Engineering and Engineering Trades Programs	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	6	1	1	1	Single house
24	96,814	64,696	390	0	570	200	Male	41	Married	Second Year High School	With Job/Business	Heavy truck and lorry drivers	Worked for private establishment	Single Family	5	2	1	1	Single house
25	91,785	57,112	820	1,606	160	225	Male	43	Married	Grade 3	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	3	0	1	1	Single house
26	83,600	59,819	1,440	0	140	150	Male	45	Married	Third Year High School	With Job/Business	Vegetable farmers	Self-employed wihout any employee	Single Family	3	0	1	1	Single house
27	84,330	45,509	0	0	85	0	Male	61	Married	Grade 2	No Job/Business	null	null	Single Family	2	0	0	0	Single house
28	164,830	76,151	390	0	420	0	Male	45	Married	Business and Administration Programs	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Self-employed wihout any employee	Extended Family	3	0	0	0	Single house
29	87,612	88,484	1,092	1,280	266	200	Female	58	Widowed	Elementary Graduate	With Job/Business	Vegetable farmers	Self-employed wihout any employee	Extended Family	6	1	1	2	Single house
30	96,862	82,647	1,170	0	180	3,000	Male	34	Married	High School Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	6	0	4	0	Single house
31	65,929	59,898	0	0	267	0	Male	67	Married	Grade 5	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	2	0	0	0	Single house
32	114,998	89,896	1,638	780	250	760	Male	34	Married	Elementary Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	6	1	3	2	Single house
33	217,720	84,335	910	0	215	0	Male	25	Married	Third Year High School	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	2	0	0	0	Single house
34	98,650	90,927	1,040	0	2,600	0	Male	29	Married	High School Graduate	With Job/Business	Stocks clerks	Worked for private establishment	Single Family	4	2	0	1	Single house
35	169,755	110,405	1,170	0	150	14,800	Male	53	Married	High School Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	5	0	2	2	Single house
36	143,785	63,907	1,390	0	160	0	Female	83	Widowed	High School Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Extended Family	5	1	0	4	Single house
37	105,805	50,424	0	0	4,229	0	Female	90	Widowed	Elementary Graduate	No Job/Business	null	null	Extended Family	2	0	1	0	Single house
38	129,066	112,070	456	0	3,700	11,900	Male	52	Married	First Year College	With Job/Business	Vegetable farmers	Self-employed wihout any employee	Single Family	6	1	1	3	Single house
39	154,710	91,008	2,928	1,629	120	380	Male	78	Widowed	Elementary Graduate	No Job/Business	null	null	Extended Family	4	0	0	2	Single house
40	203,675	108,043	252	0	2,250	5,100	Female	79	Widowed	Grade 3	No Job/Business	null	null	Extended Family	6	0	2	2	Single house
41	186,475	96,915	0	0	200	7,000	Female	60	Widowed	Elementary Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	4	0	1	1	Single house
42	104,457	73,997	486	520	140	9,600	Male	63	Married	Elementary Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	4	0	2	2	Single house
43	119,492	78,073	492	2,715	1,000	100	Male	65	Married	Grade 4	With Job/Business	Rice farmers	Self-employed wihout any employee	Extended Family	6	1	1	2	Single house
44	304,598	98,445	416	0	170	0	Male	48	Married	Business and Administration Programs	With Job/Business	Justices	Worked for government/government corporation	Single Family	4	0	0	1	Single house
45	824,148	99,064	0	3,620	2,590	82,000	Male	54	Married	Business and Administration Programs	With Job/Business	Other social science professionals	Worked for government/government corporation	Single Family	2	0	0	2	Duplex
46	169,790	85,448	2,920	2,715	144	5,500	Male	41	Married	Other Programs in Education at the Third Level, First Stage, of the Type that Leads to an Award not Equivalent to a First University or Baccalaureate Degree	With Job/Business	Protective services workers n. e. c.	Worked for private establishment	Single Family	5	0	3	1	Single house
47	132,275	83,528	210	5,430	205	8,600	Male	40	Married	Social and Behavioral Science Programs	With Job/Business	Secretaries	Worked for government/government corporation	Single Family	4	0	1	1	Duplex
48	559,202	98,107	0	0	508	6,000	Male	29	Married	Business and Administration Programs	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Employer in own family-operated farm or business	Single Family	5	1	2	0	Single house
49	111,495	59,255	0	2,715	440	0	Male	52	Married	Agriculture, Forestry, and Fishery Programs	With Job/Business	Electronics mechanics and servicers	Worked for private establishment	Single Family	2	0	0	1	Duplex
50	977,025	131,485	2,600	0	1,315	17,000	Male	49	Married	Agriculture, Forestry, and Fishery Programs	With Job/Business	Foresters and related scientists	Worked for government/government corporation	Single Family	6	0	1	2	Duplex
51	272,500	95,406	1,458	390	6,828	6,000	Male	65	Married	Teacher Training and Education Sciences Programs	No Job/Business	null	null	Single Family	5	0	1	1	Single house
52	677,321	229,370	3,210	0	4,500	22,500	Male	75	Married	High School Graduate	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Self-employed wihout any employee	Extended Family	10	1	3	1	Duplex
53	205,570	64,202	3,214	0	960	0	Male	67	Married	Teacher Training and Education Sciences Programs	No Job/Business	null	null	Single Family	2	0	0	0	Duplex
54	350,740	96,601	0	0	150	5,500	Female	36	Married	Teacher Training and Education Sciences Programs	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Self-employed wihout any employee	Extended Family	3	0	1	0	Single house
55	206,490	75,031	0	7,814	6,120	5,150	Male	53	Married	High School Graduate	With Job/Business	Protective services workers n. e. c.	Worked for government/government corporation	Single Family	3	0	0	2	Single house
56	113,020	67,121	1,170	5,430	160	200	Female	35	Single	Elementary Graduate	With Job/Business	Shop salespersons and demonstrators	Worked for private establishment	Extended Family	3	0	1	2	Single house
57	740,110	181,926	2,720	0	1,060	34,900	Male	63	Married	Teacher Training and Education Sciences Programs	With Job/Business	College, university and higher education teaching professionals	Worked for government/government corporation	Extended Family	7	0	2	2	Single house
58	281,236	56,971	0	0	1,800	0	Female	69	Single	Teacher Training and Education Sciences Programs	With Job/Business	General managers/managing proprietors of restaurants and hotels	Self-employed wihout any employee	Extended Family	2	0	0	0	Single house
59	100,806	60,160	0	0	50	280	Male	28	Divorced/Separated	Teacher Training and Education Sciences Programs	With Job/Business	Welders and flamecutters	Worked for private establishment	Single Family	3	0	2	1	Duplex
60	410,190	88,966	4,374	832	6,050	300	Male	56	Married	First Year High School	With Job/Business	Car, taxi and van drivers	Worked for private establishment	Extended Family	6	1	1	2	Single house
61	730,210	172,404	0	7,240	4,100	0	Male	66	Married	Teacher Training and Education Sciences Programs	No Job/Business	null	null	Single Family	4	0	0	1	Duplex
62	113,852	88,017	756	0	120	400	Male	37	Married	High School Graduate	With Job/Business	Motor vehicle mechanics and related trades workers	Worked for private establishment	Extended Family	7	0	4	1	Single house
63	132,645	51,139	0	0	100	100	Female	21	Single	Health Programs	No Job/Business	null	null	Single Family	2	0	1	0	Duplex
64	301,423	127,743	504	0	1,150	11,957	Female	60	Widowed	Elementary Graduate	No Job/Business	null	null	Extended Family	8	0	3	2	Single house
65	143,839	65,989	648	520	360	0	Male	41	Married	Fourth Year College	With Job/Business	Traditional chiefs and heads of villages	Worked for government/government corporation	Single Family	4	2	0	1	Single house
66	301,240	102,906	1,534	0	0	600	Male	45	Married	First Year College	With Job/Business	Motorcycle drivers	Worked for government/government corporation	Single Family	5	0	2	3	Single house
67	117,410	87,743	160	9,412	0	1,650	Male	37	Married	Elementary Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	5	0	3	2	Single house
68	152,913	59,310	1,645	3,620	100	0	Male	51	Married	Grade 4	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	2	0	0	1	Single house
69	86,964	62,023	1,080	0	128	0	Male	51	Married	High School Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	2	0	0	2	Single house
70	226,761	104,427	0	0	1,470	0	Male	26	Married	Engineering and Engineering Trades Programs	With Job/Business	Statistical, mathematical and related associate professionals	Worked for government/government corporation	Single Family	4	2	0	2	Single house
71	153,585	110,631	2,925	6,335	220	2,350	Male	38	Married	Engineering and Engineering trades Programs	With Job/Business	Lineman, line installers and cable splicers	Worked for private establishment	Single Family	6	1	3	1	Single house
72	96,855	81,985	1,680	4,540	120	100	Male	38	Married	High School Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	5	2	1	2	Single house
73	264,520	108,109	4,615	5,792	120	0	Male	53	Married	High School Graduate	With Job/Business	Carpenters and joiners	Worked for private establishment	Extended Family	4	0	1	3	Single house
74	241,065	96,505	1,105	2,534	150	550	Male	68	Married	Elementary Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Extended Family	4	0	1	1	Single house
75	121,751	91,575	510	7,375	120	700	Male	34	Married	High School Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Extended Family	7	1	3	3	Single house
76	135,071	90,942	1,105	6,832	194	600	Male	62	Married	Second Year College	With Job/Business	Rice farmers	Self-employed wihout any employee	Extended Family	4	0	1	3	Single house
77	239,836	90,669	2,145	2,265	0	300	Male	50	Married	Third Year College	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	3	0	1	2	Single house
78	67,755	29,066	1,690	9,955	60	0	Male	43	Single	Grade 4	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Single Family	1	0	0	0	Single house
79	148,088	78,662	2,350	416	50	500	Male	46	Widowed	High School Graduate	With Job/Business	Building construction laborers	Worked for private establishment	Extended Family	4	1	1	2	Single house
80	255,226	155,045	1,105	16,290	120	12,300	Male	63	Married	First Year College	With Job/Business	Rice farmers	Self-employed wihout any employee	Extended Family	7	0	1	1	Single house
81	175,305	84,355	1,170	4,706	0	0	Male	64	Married	Grade 6	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	4	0	0	1	Single house
82	98,132	69,946	1,170	7,375	120	0	Male	60	Married	High School Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	3	0	0	3	Single house
83	144,206	72,478	1,105	6,335	0	0	Male	45	Married	Second Year College	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	2	0	1	0	Single house
84	125,505	100,518	1,560	9,050	100	600	Male	45	Married	First Year College	With Job/Business	Carpenters and joiners	Worked for private establishment	Single Family	5	1	2	2	Single house
85	67,900	60,543	1,170	3,620	120	50	Male	32	Married	Elementary Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Single Family	4	1	1	1	Single house
86	84,369	49,085	510	2,730	145	0	Male	55	Widowed	Elementary Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	2	0	0	2	Single house
87	121,743	72,244	585	5,544	198	150	Male	63	Married	Elementary Graduate	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	4	0	1	1	Single house
88	166,080	110,462	3,564	5,972	401	600	Male	36	Married	First Year College	With Job/Business	Rice farmers	Self-employed wihout any employee	Extended Family	7	0	3	1	Single house
89	372,972	164,802	4,082	728	4,090	3,850	Male	42	Married	Second Year College	With Job/Business	Carpenters and joiners	Worked for private establishment	Extended Family	5	0	1	4	Single house
90	300,324	79,540	0	0	380	0	Female	65	Single	Second Year High School	No Job/Business	null	null	Single Family	2	0	0	0	Single house
91	168,498	77,667	1,440	0	430	280	Male	38	Married	High School Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Extended Family	6	0	2	1	Single house
92	68,425	53,517	0	0	0	0	Female	55	Widowed	Grade 5	With Job/Business	Farmhands and laborers	Worked without pay in own family-operated farm or business	Single Family	2	0	0	0	Single house
93	151,545	86,841	1,580	0	50	10,100	Male	52	Married	First Year College	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Self-employed wihout any employee	Single Family	3	0	0	2	Single house
94	138,688	62,562	0	0	10,583	0	Male	72	Married	Grade 5	With Job/Business	General managers/managing proprietors in manufacturing	Self-employed wihout any employee	Single Family	2	0	0	1	Single house
95	96,695	77,461	360	1,924	1,000	5,870	Male	48	Married	Elementary Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	4	0	0	3	Single house
96	379,622	89,011	0	1,685	950	18,000	Male	62	Married	Social and Behavioral Science Programs	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	2	0	0	1	Single house
97	147,342	83,950	1,014	390	150	200	Male	50	Married	Grade 4	With Job/Business	Rice farmers	Self-employed wihout any employee	Extended Family	5	1	0	3	Single house
98	174,440	92,792	1,410	1,040	204	0	Female	60	Widowed	Grade 4	With Job/Business	Farmhands and laborers	Worked without pay in own family-operated farm or business	Single Family	6	0	0	3	Duplex
99	223,295	92,989	0	0	14,900	6,900	Female	77	Widowed	Teacher Training and Education Sciences Programs	No Job/Business	null	null	Extended Family	2	0	1	0	Single house
100	106,805	74,452	1,080	0	175	6,000	Male	65	Married	First Year College	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	3	0	0	0	Single house

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