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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
41,301	75,895	35,794	0	0	155	600	Male	44	Married	Grade 3	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	5	0	2	2	Single house
41,302	77,300	47,779	30	1,810	106	320	Male	40	Married	Grade 3	With Job/Business	Other orchard farmers	Self-employed wihout any employee	Single Family	8	1	4	1	Single house
41,303	64,395	31,570	2,340	1,560	116	290	Male	65	Married	Grade 4	No Job/Business	null	null	Extended Family	6	1	1	2	Single house
41,304	69,165	27,364	1,170	4,525	333	7,500	Male	48	Married	Grade 4	With Job/Business	Other orchard farmers	Self-employed wihout any employee	Single Family	3	0	0	0	Single house
41,305	66,225	37,410	1,300	910	68	450	Male	49	Married	Grade 1	With Job/Business	Building construction laborers	Worked for private establishment	Single Family	3	0	1	2	Duplex
41,306	88,797	42,035	3,690	910	247	0	Male	51	Married	Grade 4	With Job/Business	Other orchard farmers	Self-employed wihout any employee	Single Family	3	0	0	1	Single house
41,307	144,848	39,058	0	1,086	3,324	200	Male	27	Married	High School Graduate	With Job/Business	Protective services workers n. e. c.	Worked for private establishment	Single Family	4	1	1	1	Single house
41,308	86,500	49,066	350	2,913	260	910	Male	32	Married	No Grade Completed	With Job/Business	Building construction laborers	Worked for private establishment	Single Family	6	2	2	1	Single house
41,309	92,670	40,105	1,170	418	85	2,185	Male	52	Married	Grade 4	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	4	0	1	3	Single house
41,310	119,715	61,996	2,450	11,765	248	650	Male	56	Married	Grade 5	With Job/Business	Construction and maintenance laborers: roads, dams and similar constructions	Worked for private establishment	Extended Family	6	0	2	4	Single house
41,311	32,380	11,035	25	0	189	0	Female	69	Widowed	Grade 5	With Job/Business	Other orchard farmers	Self-employed wihout any employee	Single Family	1	0	0	0	Single house
41,312	50,538	26,870	50	260	135	0	Male	60	Married	No Grade Completed	With Job/Business	Other orchard farmers	Self-employed wihout any employee	Single Family	2	0	0	0	Single house
41,313	43,296	21,679	0	0	218	0	Female	65	Married	Elementary Graduate	No Job/Business	null	null	Single Family	2	0	0	0	Single house
41,314	66,370	35,485	1,170	150	770	420	Male	31	Married	Grade 4	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	4	1	1	1	Single house
41,315	25,611	10,773	0	0	20	0	Female	39	Divorced/Separated	Grade 3	No Job/Business	null	null	Single Family	1	0	0	0	Duplex
41,316	68,810	29,206	90	1,810	335	0	Male	29	Married	Grade 5	With Job/Business	Building construction laborers	Worked for private establishment	Single Family	3	1	0	1	Duplex
41,317	99,555	39,966	135	1,917	139	780	Male	30	Married	Third Year High School	With Job/Business	Traditional chiefs and heads of villages	Worked for government/government corporation	Single Family	5	0	3	1	Single house
41,318	122,995	54,952	400	0	760	9,000	Male	39	Married	High School Graduate	With Job/Business	Traditional chiefs and heads of villages	Worked for government/government corporation	Single Family	5	1	2	1	Single house
41,319	142,464	66,879	0	0	1,545	9,780	Male	52	Married	Humanities Programs	With Job/Business	Secretaries	Worked for government/government corporation	Single Family	5	0	2	1	Single house
41,320	111,105	37,756	1,170	650	450	300	Male	38	Married	Second Year High School	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	2	0	0	2	Single house
41,321	76,768	24,499	1,320	5,065	206	0	Male	47	Married	Grade 5	With Job/Business	Other orchard farmers	Self-employed wihout any employee	Single Family	2	0	0	0	Single house
41,322	79,920	34,827	540	0	542	0	Male	46	Single	Second Year College	With Job/Business	Heavy truck and lorry drivers	Worked for private establishment	Single Family	1	0	0	1	Single house
41,323	121,810	71,678	0	0	520	1,650	Female	66	Widowed	Grade 1	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Self-employed wihout any employee	Extended Family	7	1	3	0	Single house
41,324	73,134	37,643	0	520	419	0	Female	65	Widowed	Grade 5	No Job/Business	null	null	Extended Family	4	2	0	1	Single house
41,325	144,880	65,437	540	4,140	296	23,100	Male	53	Married	Elementary Graduate	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Extended Family	4	1	0	0	Single house
41,326	117,380	53,646	0	0	490	11,100	Male	53	Married	Third Year College	With Job/Business	Protective services workers n. e. c.	Worked for government/government corporation	Single Family	4	0	2	1	Single house
41,327	173,020	78,141	0	0	2,891	588	Female	72	Widowed	Teacher Training and Education Sciences Programs	No Job/Business	null	null	Extended Family	4	1	1	0	Single house
41,328	64,252	34,610	800	1,244	199	600	Male	64	Married	Grade 3	With Job/Business	Corn farmers	Self-employed wihout any employee	Extended Family	4	0	1	1	Single house
41,329	309,150	97,102	4,940	5,430	922	1,065	Male	49	Married	Second Year College	With Job/Business	Motorcycle drivers	Worked for private establishment	Single Family	3	0	1	2	Single house
41,330	417,020	136,021	90	0	1,610	53,408	Male	41	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	5	0	1	1	Single house
41,331	304,890	73,799	0	0	1,395	30,183	Male	45	Married	Engineering and Engineering trades Programs	With Job/Business	Other office clerks	Worked for government/government corporation	Single Family	5	1	2	2	Single house
41,332	117,140	48,133	0	1,968	2,726	695	Male	51	Married	Grade 4	With Job/Business	Carpenters and joiners	Worked for private establishment	Single Family	4	0	2	1	Single house
41,333	144,500	68,041	0	0	1,856	1,598	Male	39	Married	High School Graduate	With Job/Business	Motorcycle drivers	Worked for private establishment	Single Family	5	0	3	1	Single house
41,334	65,641	27,376	2,460	520	232	0	Male	71	Married	Grade 3	No Job/Business	null	null	Single Family	2	0	0	0	Single house
41,335	203,075	95,151	0	905	672	17,333	Male	27	Married	Second Year High School	With Job/Business	Farmhands and laborers	Worked for private establishment	Extended Family	6	1	1	3	Single house
41,336	151,025	79,098	690	3,258	312	14,074	Male	54	Married	Second Year High School	With Job/Business	Motorcycle drivers	Worked for private establishment	Single Family	4	0	1	2	Single house
41,337	43,574	21,576	185	120	180	0	Male	50	Married	No Grade Completed	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	2	0	0	1	Single house
41,338	149,945	63,009	960	0	426	300	Female	55	Widowed	Elementary Graduate	No Job/Business	null	null	Extended Family	5	0	2	1	Single house
41,339	157,180	71,844	840	3,982	1,404	19,250	Male	55	Married	Third Year College	With Job/Business	Welders and flamecutters	Worked for private establishment	Single Family	5	0	0	2	Single house
41,340	262,716	67,250	1,170	3,439	4,102	0	Male	55	Married	High School Graduate	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
41,341	947,640	95,015	2,190	5,200	1,498	29,740	Male	52	Married	High School Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Single Family	3	0	1	1	Single house
41,342	153,345	98,263	2,850	3,349	390	0	Male	51	Married	High School Graduate	With Job/Business	Garbage collectors	Worked for government/government corporation	Single Family	3	0	0	1	Single house
41,343	129,958	58,873	1,050	260	0	6,500	Female	50	Married	Grade 2	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	5	0	0	3	Single house
41,344	48,454	23,305	0	640	240	150	Female	79	Widowed	Grade 5	With Job/Business	Farmhands and laborers	Worked for private establishment	Extended Family	2	0	1	1	Single house
41,345	114,801	62,083	280	1,810	400	1,265	Male	40	Married	Second Year High School	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	4	0	2	1	Single house
41,346	124,254	73,138	840	4,073	420	2,545	Male	54	Married	Second Year High School	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	6	0	3	1	Single house
41,347	149,901	82,476	1,080	4,525	896	9,020	Male	37	Married	Elementary Graduate	With Job/Business	General managers/managing proprietors in transportation, storage and communications	Self-employed wihout any employee	Single Family	6	1	3	0	Single house
41,348	168,292	48,834	576	3,770	252	300	Female	66	Widowed	Grade 5	No Job/Business	null	null	Single Family	2	0	0	1	Single house
41,349	87,690	44,311	900	0	115	2,730	Male	49	Married	High School Graduate	With Job/Business	Inland and coastal waters fishermen	Self-employed wihout any employee	Single Family	5	1	2	0	Single house
41,350	101,441	35,003	0	0	26	0	Female	73	Single	High School Graduate	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Employer in own family-operated farm or business	Extended Family	2	0	0	0	Single house
41,351	81,790	35,580	300	520	616	2,415	Male	38	Married	Elementary Graduate	With Job/Business	Carpenters and joiners	Worked for private establishment	Single Family	4	1	2	1	Single house
41,352	164,363	71,216	0	0	122	3,065	Male	46	Married	Second Year High School	With Job/Business	Traditional chiefs and heads of villages	Worked for government/government corporation	Single Family	4	0	2	2	Single house
41,353	78,097	38,164	0	1,146	282	1,090	Male	28	Married	First Year High School	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	5	1	2	1	Single house
41,354	86,360	59,037	470	2,130	148	640	Male	59	Married	Grade 3	With Job/Business	Other orchard farmers	Self-employed wihout any employee	Extended Family	4	0	1	0	Single house
41,355	97,347	46,877	0	780	1,170	0	Male	58	Married	Elementary Graduate	With Job/Business	Non-ordained religious associate professionals	Worked for private establishment	Two or More Nonrelated Persons/Members	4	0	2	3	Single house
41,356	130,400	73,877	276	0	42	2,715	Male	43	Married	Elementary Graduate	With Job/Business	Rice farmers	Employer in own family-operated farm or business	Single Family	5	0	2	1	Single house
41,357	324,996	82,699	2,216	0	2,101	0	Male	58	Married	High School Graduate	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	3	0	0	1	Single house
41,358	147,465	66,698	0	5,430	759	1,125	Male	65	Married	Second Year College	No Job/Business	null	null	Single Family	7	2	3	0	Single house
41,359	97,100	59,631	0	0	510	2,200	Male	41	Married	Grade 4	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	7	1	4	1	Single house
41,360	175,028	55,600	0	0	300	0	Female	60	Widowed	Elementary Graduate	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Employer in own family-operated farm or business	Single Family	3	0	0	1	Single house
41,361	86,925	42,317	0	0	180	940	Female	59	Widowed	Third Year High School	With Job/Business	General managers/managing proprietors in manufacturing	Self-employed wihout any employee	Two or More Nonrelated Persons/Members	3	0	1	1	Single house
41,362	368,554	114,644	0	0	5,100	740	Female	50	Widowed	First Year College	With Job/Business	Traditional chiefs and heads of villages	Worked for government/government corporation	Two or More Nonrelated Persons/Members	8	2	0	1	Single house
41,363	191,700	104,469	258	988	510	23,190	Male	42	Married	Computing/Information Technology Programs	With Job/Business	Seaweeds cultivators	Self-employed wihout any employee	Single Family	5	0	2	1	Single house
41,364	118,606	56,863	1,576	2,610	150	1,835	Male	33	Married	Grade 5	With Job/Business	Carpenters and joiners	Worked for private establishment	Single Family	4	0	2	1	Single house
41,365	105,680	54,261	3,073	2,730	500	2,300	Male	64	Married	Grade 5	With Job/Business	Carpenters and joiners	Worked for private establishment	Single Family	3	0	1	1	Single house
41,366	104,380	65,580	732	5,450	337	1,300	Male	39	Married	Grade 1	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	7	1	4	1	Single house
41,367	105,110	55,220	1,900	240	50	350	Male	48	Married	Elementary Graduate	With Job/Business	Traditional chiefs and heads of villages	Worked for government/government corporation	Single Family	3	0	0	2	Single house
41,368	101,820	59,451	385	240	337	1,670	Male	50	Married	Grade 4	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	6	0	3	2	Single house
41,369	69,780	39,186	0	0	50	0	Female	75	Widowed	Grade 2	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Self-employed wihout any employee	Extended Family	2	0	0	0	Single house
41,370	577,503	93,508	2,470	2,890	479	12,685	Male	55	Married	Business and Administration Programs	With Job/Business	Building and fire inspectors	Worked for government/government corporation	Single Family	3	0	1	2	Single house
41,371	141,035	71,965	882	240	100	19,796	Male	55	Married	Grade 3	With Job/Business	Rice farmers	Self-employed wihout any employee	Single Family	5	0	0	0	Single house
41,372	46,020	23,293	150	0	500	0	Male	74	Married	Elementary Graduate	With Job/Business	Farmhands and laborers	Worked for private establishment	Single Family	2	0	0	1	Single house
41,373	30,395	10,172	0	0	1,050	0	Female	82	Widowed	Grade 2	No Job/Business	null	null	Single Family	1	0	0	0	Single house
41,374	50,040	24,686	0	0	14	0	Female	71	Widowed	Grade 2	With Job/Business	Other orchard farmers	Self-employed wihout any employee	Single Family	2	0	0	0	Single house
41,375	165,740	69,127	0	2,860	1,575	0	Male	51	Married	Third Year High School	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Self-employed wihout any employee	Single Family	2	0	0	1	Single house
41,376	75,730	41,555	0	0	950	750	Female	85	Widowed	No Grade Completed	No Job/Business	null	null	Extended Family	3	0	1	1	Single house
41,377	306,116	109,749	0	12,705	21,300	16,745	Male	49	Married	High School Graduate	No Job/Business	null	null	Single Family	6	0	0	2	Single house
41,378	348,270	109,631	0	0	100,706	1,750	Female	64	Married	Grade 1	No Job/Business	null	null	Extended Family	6	1	3	1	Single house
41,379	579,188	83,129	0	780	5,040	0	Male	46	Married	Third Year College	With Job/Business	Combat soldiers	Worked for government/government corporation	Extended Family	3	0	0	2	Single house
41,380	339,904	148,906	0	0	860	15,780	Male	52	Married	Security Services Programs	With Job/Business	Other orchard farmers	Self-employed wihout any employee	Extended Family	7	0	4	1	Single house
41,381	202,650	83,390	0	0	1,040	5,500	Male	45	Married	Second Year College	With Job/Business	Heavy truck and lorry drivers	Worked for government/government corporation	Single Family	5	0	3	1	Single house
41,382	152,100	85,627	0	2,080	720	1,940	Male	43	Married	Engineering and Engineering trades Programs	With Job/Business	Marine craft mechanics	Worked for private establishment	Extended Family	5	0	2	1	Single house
41,383	447,000	130,705	0	0	17,100	0	Female	76	Widowed	Business and Administration Programs	No Job/Business	null	null	Single Family	2	0	0	1	Single house
41,384	322,456	90,599	0	0	6,459	15,800	Male	38	Married	Social and Behavioral Science Programs	With Job/Business	Police officers	Worked for government/government corporation	Single Family	4	1	1	1	Single house
41,385	419,350	87,295	0	0	1,160	21,900	Male	53	Married	High School Graduate	With Job/Business	Production supervisors and general foremen	Worked for government/government corporation	Single Family	5	0	1	2	Single house
41,386	180,750	86,224	0	3,630	2,073	10,400	Male	50	Married	First Year College	With Job/Business	Shop salespersons and demonstrators	Worked for private establishment	Single Family	5	1	1	1	Single house
41,387	118,704	51,707	0	0	3,638	0	Female	55	Widowed	Elementary Graduate	With Job/Business	Coconut farmers	Employer in own family-operated farm or business	Extended Family	3	0	0	0	Single house
41,388	230,525	113,689	0	0	3,608	1,500	Male	60	Married	Third Year College	With Job/Business	General managers/managing proprietors in wholesale and retail trade	Self-employed wihout any employee	Single Family	3	0	0	0	Single house
41,389	295,801	109,856	0	3,120	160	27,800	Male	41	Married	Engineering and Engineering trades Programs	With Job/Business	Building and related electricians	Worked for government/government corporation	Extended Family	5	0	2	1	Single house
41,390	140,940	83,803	0	5,330	1,000	950	Male	48	Married	Second Year High School	With Job/Business	Carpenters and joiners	Self-employed wihout any employee	Single Family	8	1	4	1	Single house
41,391	115,330	65,288	0	6,630	508	500	Male	35	Married	Elementary Graduate	With Job/Business	Carpenters and joiners	Worked for private establishment	Single Family	4	0	2	1	Single house
41,392	120,320	70,420	0	5,330	635	0	Male	25	Married	No Grade Completed	With Job/Business	Inland and coastal waters fishermen	Self-employed wihout any employee	Single Family	3	1	0	0	Single house
41,393	148,340	94,715	0	3,445	890	2,000	Male	68	Married	No Grade Completed	With Job/Business	Inland and coastal waters fishermen	Self-employed wihout any employee	Single Family	9	2	5	1	Single house
41,394	116,520	65,922	0	7,020	890	0	Male	60	Married	No Grade Completed	No Job/Business	null	null	Extended Family	6	1	0	0	Single house
41,395	119,600	78,850	0	5,850	619	0	Male	30	Married	No Grade Completed	With Job/Business	Inland and coastal waters fishermen	Self-employed wihout any employee	Single Family	4	0	2	0	Single house
41,396	123,040	82,213	0	3,484	960	900	Female	65	Widowed	No Grade Completed	No Job/Business	null	null	Extended Family	5	0	2	0	Single house
41,397	108,990	67,529	0	5,850	365	0	Male	34	Divorced/Separated	No Grade Completed	With Job/Business	Inland and coastal waters fishermen	Self-employed wihout any employee	Single Family	4	0	3	0	Single house
41,398	116,000	70,080	0	3,867	885	0	Male	45	Married	No Grade Completed	With Job/Business	Inland and coastal waters fishermen	Self-employed wihout any employee	Single Family	6	0	4	0	Single house
41,399	125,420	70,727	0	2,860	1,304	450	Male	30	Married	No Grade Completed	With Job/Business	Inland and coastal waters fishermen	Self-employed wihout any employee	Single Family	4	1	1	0	Single house
41,400	135,900	62,526	0	2,985	1,758	1,150	Female	51	Widowed	High School Graduate	No Job/Business	null	null	Extended Family	5	1	1	0	Single house