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FIES-cluster-cleaned

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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
41,001	118,705	67,523	0	0	210	1,175	Male	33	Married	Elementary Graduate	With Job/Business	Mining and quarrying laborers	Worked for private establishment	Single Family	4	0	2	1	Single house
41,002	447,400	86,490	1,840	0	812	4,270	Male	44	Married	High School Graduate	With Job/Business	Traditional chiefs and heads of villages	Worked for government/government corporation	Extended Family	4	0	1	2	Single house
41,003	81,921	42,078	6,070	5,410	50	0	Male	42	Single	Grade 5	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	1	0	0	1	Single house
41,004	118,320	70,445	637	0	906	8,886	Female	83	Widowed	Grade 5	No Job/Business	null	null	Extended Family	6	0	0	1	Single house
41,005	415,982	145,915	6,400	11,222	2,995	44,780	Male	49	Married	Second Year College	With Job/Business	Market and sidewalk stall vendors	Self-employed wihout any employee	Extended Family	5	0	2	0	Single house
41,006	203,398	84,011	8,840	2,715	1,340	150	Male	48	Married	Grade 1	With Job/Business	Market and sidewalk stall vendors	Self-employed wihout any employee	Single Family	3	0	0	0	Single house
41,007	98,930	56,865	0	0	1,740	8,720	Female	60	Widowed	Grade 5	No Job/Business	null	null	Extended Family	5	0	3	0	Single house
41,008	121,866	68,953	0	120	75	2,450	Female	79	Widowed	Grade 4	No Job/Business	null	null	Extended Family	4	1	0	1	Single house
41,009	111,429	70,101	480	0	1,346	0	Male	67	Married	Grade 4	With Job/Business	Fruit tree farmers	Self-employed wihout any employee	Single Family	3	0	0	0	Single house
41,010	109,055	76,577	0	504	90	600	Male	37	Married	Grade 3	With Job/Business	Vegetable farmers	Self-employed wihout any employee	Single Family	5	1	2	0	Single house
41,011	174,550	78,845	0	0	1,770	0	Male	54	Married	High School Graduate	With Job/Business	Fruit tree farmers	Self-employed wihout any employee	Single Family	3	0	0	1	Single house
41,012	123,322	54,387	0	3,620	45	3,012	Male	36	Married	Grade 4	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	6	0	3	2	Single house
41,013	138,930	53,044	45	1,190	27,000	200	Male	37	Married	High School Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Extended Family	3	0	1	2	Single house
41,014	292,051	71,461	910	0	18,720	67,383	Male	38	Married	First Year College	With Job/Business	Protective services workers n. e. c.	Worked for government/government corporation	Single Family	5	1	2	2	Single house
41,015	93,180	46,172	0	0	7,480	1,671	Male	45	Married	High School Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	3	0	1	2	Single house
41,016	99,386	52,531	324	988	52	850	Male	62	Married	Elementary Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	3	0	1	2	Single house
41,017	134,653	81,660	300	0	50	1,040	Male	42	Married	High School Graduate	With Job/Business	Coconut farmers	Self-employed wihout any employee	Single Family	6	0	2	1	Single house
41,018	76,926	30,113	480	0	8,580	9,500	Male	60	Married	Grade 4	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	2	0	0	1	Single house
41,019	34,470	13,738	0	0	30	0	Female	66	Widowed	Elementary Graduate	With Job/Business	Coconut farmers	Self-employed wihout any employee	Single Family	1	0	0	0	Single house
41,020	61,472	40,304	228	0	165	605	Male	53	Married	Second Year High School	With Job/Business	Coconut farmers	Self-employed wihout any employee	Extended Family	3	0	1	0	Single house
41,021	117,399	44,739	580	5,045	0	0	Female	56	Widowed	High School Graduate	With Job/Business	Hairdressers, barbers, beauticians and related workers	Self-employed wihout any employee	Single Family	2	0	0	1	Duplex
41,022	121,619	52,807	1,260	0	0	2,272	Male	37	Married	Second Year High School	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	4	0	2	1	Single house
41,023	120,780	60,276	1,824	7,888	1,666	3,320	Male	45	Married	High School Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	5	0	3	2	Single house
41,024	50,075	29,805	1,620	0	0	0	Male	48	Single	Elementary Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	1	0	0	1	Single house
41,025	84,570	26,892	560	0	5,000	0	Male	54	Single	Third Year College	With Job/Business	Secretaries	Worked for government/government corporation	Single Family	1	0	0	1	Single house
41,026	65,650	37,162	750	282	0	2,330	Male	69	Married	Elementary Graduate	No Job/Business	null	null	Extended Family	3	0	1	0	Single house
41,027	200,430	75,494	1,530	0	9,825	36,398	Male	40	Married	Engineering and Engineering trades Programs	With Job/Business	Car, taxi and van drivers	Worked for government/government corporation	Single Family	6	1	3	1	Single house
41,028	120,582	53,237	0	905	1,200	30,063	Male	49	Married	Third Year College	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	4	0	2	0	Single house
41,029	40,844	19,320	360	0	4,800	0	Male	57	Divorced/Separated	Grade 3	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	1	0	0	1	Single house
41,030	54,733	32,876	522	2,896	0	0	Female	61	Widowed	Elementary Graduate	No Job/Business	null	null	Extended Family	2	0	0	0	Single house
41,031	179,194	57,337	760	0	950	47,540	Male	47	Married	Grade 4	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	5	0	1	2	Single house
41,032	68,724	47,334	0	0	90	1,682	Male	48	Married	Elementary Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	4	0	2	1	Single house
41,033	121,521	47,297	0	0	1,600	24,107	Male	32	Married	Second Year College	With Job/Business	Building and related electricians	Worked for private establishment	Single Family	3	0	1	1	Single house
41,034	135,149	56,036	0	0	0	2,846	Male	43	Married	Second Year High School	With Job/Business	Miners and quarry workers	Worked for private establishment	Single Family	4	0	2	1	Single house
41,035	106,947	48,746	182	0	0	6,426	Female	45	Married	High School Graduate	With Job/Business	General managers/managing proprietors in personal care, cleaning and relative services	Self-employed wihout any employee	Single Family	5	1	2	0	Single house
41,036	447,340	101,283	0	0	20,380	74,000	Male	45	Married	First Year College	With Job/Business	Combat soldiers	Worked for government/government corporation	Single Family	5	0	1	1	Single house
41,037	126,698	56,386	420	0	0	2,264	Male	31	Married	Third Year College	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	4	0	2	0	Single house
41,038	114,330	47,781	720	14,118	0	0	Male	70	Widowed	Grade 4	No Job/Business	null	null	Extended Family	4	1	0	1	Single house
41,039	109,590	59,445	618	0	1,000	3,248	Male	35	Married	Grade 5	With Job/Business	Miners and quarry workers	Worked for private establishment	Extended Family	4	0	2	2	Single house
41,040	154,030	65,614	130	0	2,000	3,530	Male	43	Married	Grade 6	With Job/Business	Miners and quarry workers	Worked for private establishment	Single Family	6	0	3	3	Single house
41,041	103,800	57,070	0	0	176	2,485	Female	46	Widowed	Business and Administration Programs	With Job/Business	Shop salespersons and demonstrators	Worked for private establishment	Single Family	3	0	1	2	Single house
41,042	356,168	126,518	420	2,184	6,186	55,750	Male	49	Married	Elementary Graduate	With Job/Business	Corn farmers	Employer in own family-operated farm or business	Single Family	5	0	1	1	Single house
41,043	137,690	66,601	663	0	120	33,750	Male	49	Married	First Year High School	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	7	0	3	2	Single house
41,044	567,748	144,652	585	14,630	2,913	64,400	Male	57	Married	Business and Administration Programs	With Job/Business	Personnel and industrial relations managers	Worked for private establishment	Extended Family	7	1	0	1	Single house
41,045	76,960	46,534	2,080	247	1,738	0	Male	56	Married	Elementary Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	3	0	0	2	Single house
41,046	112,229	61,213	4,225	4,810	100	617	Male	54	Married	Elementary Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Extended Family	4	0	1	2	Single house
41,047	74,160	49,081	0	0	231	370	Male	53	Married	Second Year High School	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	3	0	1	0	Single house
41,048	105,131	42,095	248	1,014	245	0	Male	29	Married	First Year College	With Job/Business	Carpenters and joiners	Worked for private establishment	Single Family	3	1	0	2	Single house
41,049	163,968	55,873	0	6,605	4,910	2,900	Male	52	Married	Elementary Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	5	0	2	0	Single house
41,050	196,060	78,506	360	1,014	1,890	32,460	Male	62	Married	High School Graduate	No Job/Business	null	null	Extended Family	9	0	2	4	Single house
41,051	158,550	62,592	1,250	0	193	2,750	Male	51	Married	Grade 3	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	5	0	0	3	Single house
41,052	630,770	117,181	65	8,145	122,164	5,379	Male	55	Married	Engineering and Engineering trades Programs	With Job/Business	Mining and metallurgical engineering technicians	Worked for private establishment	Extended Family	6	2	0	3	Single house
41,053	138,510	88,495	0	0	92	1,068	Male	50	Married	High School Graduate	With Job/Business	Welders and flamecutters	Worked for private establishment	Extended Family	8	1	2	3	Multi-unit residential
41,054	263,305	101,718	0	0	17,954	6,439	Male	40	Married	High School Graduate	With Job/Business	Heavy truck and lorry drivers	Worked for private establishment	Single Family	5	1	1	1	Single house
41,055	211,787	102,788	0	0	50	4,150	Male	49	Married	High School Graduate	With Job/Business	General managers/managing proprietors in manufacturing	Employer in own family-operated farm or business	Single Family	6	0	1	1	Multi-unit residential
41,056	514,690	191,631	70	8,145	9,961	0	Male	58	Married	First Year College	With Job/Business	General managers/managing proprietors of restaurants and hotels	Employer in own family-operated farm or business	Single Family	3	0	0	1	Single house
41,057	224,905	83,237	360	12,670	0	1,095	Male	38	Married	Third Year College	With Job/Business	Protective services workers n. e. c.	Worked for government/government corporation	Extended Family	5	0	2	2	Single house
41,058	260,608	91,462	0	0	1,967	10,995	Male	40	Married	Computing/Information Technology Programs	With Job/Business	Other office clerks	Worked for government/government corporation	Extended Family	5	0	1	2	Single house
41,059	89,147	60,023	0	2,172	300	1,410	Female	44	Divorced/Separated	Business and Administration Programs	With Job/Business	Street ambulant vendors	Self-employed wihout any employee	Single Family	3	0	2	0	Single house
41,060	182,775	90,065	1,040	6,516	420	2,240	Male	30	Married	Third Year High School	With Job/Business	Mining and quarrying laborers	Worked for private establishment	Single Family	4	0	2	1	Single house
41,061	161,962	50,260	1,520	9,330	299	0	Male	40	Married	High School Graduate	With Job/Business	Mining and quarrying laborers	Worked for private establishment	Single Family	1	0	0	1	Single house
41,062	123,630	71,954	0	4,887	1,104	2,495	Male	38	Married	Elementary Graduate	With Job/Business	Carpenters and joiners	Worked for private establishment	Single Family	5	0	3	1	Single house
41,063	60,518	35,756	0	0	129	0	Male	69	Widowed	Elementary Graduate	No Job/Business	null	null	Single Family	2	0	0	1	Single house
41,064	118,419	66,937	360	10,860	2,808	340	Male	50	Married	Grade 3	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	12	2	6	4	Single house
41,065	155,645	81,992	780	0	228	4,650	Male	62	Married	Second Year High School	With Job/Business	Farmhands and laborers	Worked for private establishment	Extended Family	5	0	1	2	Single house
41,066	154,010	95,302	0	2,896	12,656	460	Male	38	Married	First Year High School	With Job/Business	Mining and quarrying laborers	Worked for private establishment	Single Family	5	0	3	1	Single house
41,067	394,931	124,718	0	1,612	11,012	0	Male	62	Married	Third Year High School	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Extended Family	7	2	0	2	Single house
41,068	142,340	71,563	0	0	225	15,289	Male	50	Married	High School Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	4	0	1	1	Single house
41,069	152,075	97,776	1,140	12,389	105	850	Male	50	Married	Elementary Graduate	With Job/Business	Hand packers and other manufacturing laborers	Worked for private establishment	Single Family	8	1	3	4	Single house
41,070	78,620	36,838	1,020	4,270	786	0	Male	33	Married	High School Graduate	With Job/Business	Hand packers and other manufacturing laborers	Worked for private establishment	Single Family	3	1	0	1	Single house
41,071	70,660	46,737	0	1,448	96	1,100	Female	50	Widowed	Grade 4	With Job/Business	Bleaching, dyeing and cleaning machine operators	Worked for private household	Extended Family	4	0	2	1	Single house
41,072	52,000	33,904	0	1,358	185	0	Male	22	Married	Grade 2	With Job/Business	Motorcycle drivers	Worked for private establishment	Single Family	4	2	0	1	Single house
41,073	87,225	59,488	0	0	40	250	Male	42	Married	Grade 2	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	4	0	2	0	Single house
41,074	158,106	85,912	720	3,636	33,785	250	Male	72	Widowed	Elementary Graduate	With Job/Business	Coconut farmers	Employer in own family-operated farm or business	Extended Family	7	2	2	0	Single house
41,075	144,472	73,146	0	5,430	994	667	Male	31	Married	Third Year High School	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	4	0	2	1	Single house
41,076	189,652	116,444	690	5,430	749	6,096	Male	38	Married	Transport Services Programs	With Job/Business	General managers/managing proprietors n. e. c.	Employer in own family-operated farm or business	Extended Family	6	0	3	2	Single house
41,077	106,285	60,569	1,360	3,900	1,356	0	Male	79	Married	Grade 4	No Job/Business	null	null	Single Family	4	0	0	0	Single house
41,078	70,700	44,332	60	1,446	0	350	Male	68	Married	Grade 5	With Job/Business	Corn farmers	Self-employed wihout any employee	Extended Family	4	0	1	0	Single house
41,079	61,930	31,478	0	1,170	11,700	0	Male	43	Single	Grade 3	With Job/Business	Corn farmers	Self-employed wihout any employee	Extended Family	2	0	0	0	Single house
41,080	63,365	38,782	0	0	680	0	Male	58	Married	Grade 5	With Job/Business	Corn farmers	Self-employed wihout any employee	Single Family	2	0	0	0	Single house
41,081	92,786	55,539	300	1,300	181	1,664	Male	44	Married	Grade 3	With Job/Business	Coconut farmers	Employer in own family-operated farm or business	Single Family	4	0	2	0	Single house
41,082	155,333	96,547	480	0	1,994	1,280	Male	36	Married	Third Year College	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	4	1	1	0	Single house
41,083	144,760	77,862	180	3,258	50	1,795	Male	35	Married	Elementary Graduate	With Job/Business	Mining and quarrying laborers	Worked for private establishment	Single Family	6	1	3	2	Single house
41,084	168,848	90,580	0	0	267	15,615	Male	44	Married	High School Graduate	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Extended Family	8	1	3	2	Single house
41,085	87,348	60,319	1,080	3,490	179	396	Male	51	Married	Grade 3	With Job/Business	Corn farmers	Self-employed wihout any employee	Single Family	6	1	2	0	Single house
41,086	139,430	77,656	660	8,800	1,028	0	Female	66	Widowed	No Grade Completed	No Job/Business	null	null	Extended Family	3	0	0	1	Single house
41,087	215,640	108,413	0	0	2,670	30,132	Male	40	Married	Elementary Graduate	With Job/Business	Fruit tree farmers	Employer in own family-operated farm or business	Extended Family	6	0	3	0	Single house
41,088	30,719	17,000	0	0	0	0	Male	41	Widowed	High School Graduate	With Job/Business	Corn farmers	Self-employed wihout any employee	Single Family	1	0	0	0	Single house
41,089	138,094	80,879	0	7,240	60	1,365	Male	47	Married	First Year High School	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	3	1	1	0	Single house
41,090	157,507	82,698	0	0	11,200	3,762	Male	32	Married	High School Graduate	With Job/Business	Fruit tree farmers	Employer in own family-operated farm or business	Single Family	4	0	2	0	Single house
41,091	40,859	27,041	0	240	0	0	Male	66	Married	Grade 3	With Job/Business	Vegetable farmers	Self-employed wihout any employee	Single Family	2	0	0	0	Single house
41,092	58,717	40,489	0	770	134	0	Male	55	Married	Elementary Graduate	With Job/Business	Fruit tree farmers	Self-employed wihout any employee	Single Family	3	0	0	0	Single house
41,093	159,851	81,453	8,163	5,430	132	2,930	Male	56	Married	Grade 3	No Job/Business	null	null	Extended Family	8	0	3	1	Single house
41,094	98,154	53,522	4,106	0	801	0	Male	74	Married	Grade 2	No Job/Business	null	null	Single Family	5	0	0	0	Single house
41,095	207,588	75,802	450	1,425	5,200	0	Female	73	Widowed	Grade 5	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Self-employed wihout any employee	Single Family	2	0	0	0	Single house
41,096	323,102	139,080	2,028	5,055	104	7,360	Female	76	Widowed	Elementary Graduate	No Job/Business	null	null	Extended Family	7	0	3	2	Single house
41,097	91,189	52,890	0	0	663	0	Female	66	Widowed	First Year High School	With Job/Business	Hand launderers and pressers	Worked for private household	Single Family	2	0	1	1	Single house
41,098	273,645	98,187	660	7,890	1,580	0	Male	49	Married	Elementary Graduate	With Job/Business	Fruit tree farmers	Employer in own family-operated farm or business	Single Family	3	0	0	1	Single house
41,099	189,390	130,653	910	13,575	2,404	1,985	Male	42	Married	Elementary Graduate	With Job/Business	Inland and coastal waters fishermen	Self-employed wihout any employee	Single Family	8	1	2	1	Single house
41,100	109,380	53,474	530	1,810	1,610	0	Male	38	Married	High School Graduate	With Job/Business	Carpenters and joiners	Worked for private establishment	Single Family	4	2	0	1	Single house