Household_Head_Name	Age	HHSize	HH_income_	IncomeFarming	PercFarmIncome	Ncattle	Ngoats	Npigs	Nchickens	TLU	TLU_density	TotalLand	AvgMZ_yield(kgs)	PercentageMaizeArea	PercentageLegumeArea	highestEdu_qualification(HHH)	Access_to_loan_during_2022/2023_season	Do_you_practice__irrigation_farming?	Manure_application_in_Maize_field_during_2022/23_season	Count_intens_options	Do_you_pracatice_intercroping?	Do_you_practice_cover_croping?	Do_you_practice_integrated_pest_management?	Do_you_have_agroforestry_trees_in_your_farm?	Do_you_have_fruit_trees?	Do_you_own_any_vegetable_garden?	Count_sust_practices

Allan Phiri	40	6	2000000	1500000	0.75	0.00	1.00	0.00	22.00	0.32	0.06	5	1600	0.30	0.40	primary_school	no	no	no	0	yes	no	yes	yes	yes	yes	5

Samson Banda	32	6	400000	400000	1.00	0.00	0.00	0.00	0.00	0.00	0.00	3	3500	0.67	0.33	secondary	no	no	no	0	yes	no	yes	no	no	no	2

Willad Mbewe	49	7	1200000	1100000	0.92	0.00	7.00	2.00	8.00	1.08	0.15	7	9000	0.43	0.29	primary_school	no	no	yes	1	yes	no	yes	no	no	no	2

Omuzire Chinguwo	45	4	1420000	1200000	0.85	0.00	2.00	6.00	7.00	1.17	0.20	6	6000	0.67	0.50	secondary	yes	yes	yes	3	yes	yes	yes	yes	yes	yes	6

Livitiko Wonde	40	7	1500000	1300000	0.87	0.00	2.00	3.00	5.00	0.70	0.14	5	4000	0.40	0.40	secondary	no	no	no	0	yes	yes	yes	no	no	no	3

Yobu mwale	42	6	500000	300000	0.60	0.00	4.00	0.00	6.00	0.46	0.12	4	1750	0.38	0.38	secondary	no	no	yes	1	no	no	yes	no	yes	no	2

Madalitso wilima	53	7	1145000	900000	0.79	0.00	3.00	3.00	22.00	0.97	0.14	7	2250	0.21	0.36	secondary	yes	yes	yes	3	yes	yes	yes	no	yes	no	4

Likisina Zimba	35	4	400000	350000	0.88	0.00	0.00	0.00	6.00	0.06	0.02	4	1200	0.50	0.50	primary_school	no	no	yes	1	yes	no	yes	no	no	no	2

Jackson phiri	49	13	1400000	1400000	1.00	0.00	1.00	0.00	2.00	0.12	0.02	8	2400	0.38	0.38	primary_school	no	no	yes	1	yes	yes	no	no	yes	no	3

Precious kapangama	39	5	500000	500000	1.00	0.00	1.00	0.00	2.00	0.12	0.02	5	900	0.40	0.40	secondary	no	no	no	0	yes	yes	yes	yes	no	no	4

Alison kazembe	45	8	1500000	1500000	1.00	0.00	9.00	0.00	15.00	1.05	0.21	5	6375	0.60	0.60	primary_school	no	yes	yes	2	yes	yes	yes	yes	yes	yes	6

Underman chiphwanya	43	10	2000000	200000	0.10	0.00	0.00	0.00	5.00	0.05	0.00	25	3000	0.12	0.16	secondary	yes	yes	yes	3	yes	no	yes	yes	no	yes	4

Davite Chagwa	46	8	1200000	700000	0.58	0.00	6.00	2.00	10.00	1.00	0.20	5	5000	0.50	0.50	primary_school	no	no	yes	1	yes	no	yes	no	no	no	2

Chrissy Dzinyemba	51	3	330000	300000	0.91	0.00	0.00	0.00	4.00	0.04	0.01	4	1000	0.50	0.50	secondary	no	no	yes	1	yes	no	yes	no	no	yes	3

Kwame Jumbe	44	7	800000	800000	1.00	0.00	0.00	1.00	5.00	0.20	0.04	5	1000	0.40	0.40	secondary	yes	no	no	1	yes	no	no	no	no	no	1

Elisa Mkasale	39	6	1560000	1500000	0.96	0.00	0.00	0.00	0.00	0.00	0.00	7	3000	0.43	0.29	secondary	yes	no	yes	2	no	yes	yes	yes	no	no	3

Evace Zimba	49	6	1500000	1000000	0.67	30.00	7.00	8.00	5.00	22.95	3.83	6	2000	0.50	0.33	secondary	yes	no	yes	2	yes	yes	no	no	no	yes	3

Master Nason	32	3	1200000	850000	0.71	0.00	0.00	1.00	0.00	0.15	0.03	5	2000	0.40	0.40	secondary	yes	no	yes	2	yes	yes	yes	yes	yes	no	5

Agnes Daniel	38	5	1030000	1000000	0.97	0.00	2.00	0.00	0.00	0.20	0.10	2	800	0.50	0.50	primary_school	no	yes	no	1	yes	no	no	no	yes	yes	3

Charles Kanyenda	55	4	540000	380000	0.70	2.00	3.00	0.00	5.00	1.75	0.58	3	400	0.33	0.67	primary_school	yes	no	yes	2	yes	no	no	yes	no	no	2

Lezina phiri	66	8	230000	200000	0.87	0.00	0.00	0.00	8.00	0.08	0.04	2.25	930	0.44	0.56	primary_school	no	yes	yes	2	yes	no	no	no	yes	no	2

Ephraim phiri	40	6	208000	200000	0.96	0.00	0.00	0.00	6.00	0.06	0.02	3	900	0.33	0.67	secondary	no	yes	no	1	yes	no	yes	no	yes	yes	4

Potipher Mwale	36	5	500000	480000	0.96	0.00	0.00	3.00	3.00	0.48	0.07	7	2000	0.29	0.71	secondary	yes	no	no	1	no	no	no	yes	no	no	1

Esnart Phiri	45	4	50000	50000	1.00	0.00	2.00	0.00	0.00	0.20	0.10	2	500	0.50	0.50	primary_school	no	yes	yes	2	no	no	no	no	no	no	0

Yohane Lifa	49	8	300000	300000	1.00	0.00	0.00	0.00	0.00	0.00	0.00	2.5	600	0.40	0.60	primary_school	yes	yes	yes	3	yes	no	no	no	yes	no	2

Sadrack Mangezi	42	5	2000000	2000000	1.00	0.00	0.00	0.00	0.00	0.00	0.00	6	2000	0.33	0.33	secondary	no	no	no	0	no	no	yes	no	no	no	1

Reuben Kazota	50	4	2000000	1000000	0.50	0.00	5.00	5.00	15.00	1.40	0.28	5	2000	0.60	0.40	secondary	no	no	yes	1	no	no	yes	no	no	no	1

Bester Banda	32	5	2000000	1800000	0.90	0.00	0.00	0.00	30.00	0.30	0.06	5	1000	0.40	0.50	secondary	no	no	yes	1	yes	no	yes	no	no	no	2

Modrick Chikhoswe	51	11	1200000	1000000	0.83	0.00	2.00	1.00	19.00	0.54	0.09	6	800	0.33	0.33	primary_school	yes	yes	yes	3	yes	no	no	yes	yes	yes	4

Kumwembe Banda	35	5	600000	580000	0.97	0.00	1.00	0.00	0.00	0.10	0.02	5	3500	0.40	0.60	secondary	no	no	no	0	no	no	no	no	no	no	0

Benson kazombo	45	7	125000	125000	1.00	0.00	0.00	0.00	1.00	0.01	0.00	3	663	0.33	0.33	primary_school	no	no	no	0	yes	no	yes	no	no	no	2

Rose Mvula	43	11	6000000	4500000	0.75	4.00	10.00	0.00	20.00	4.00	0.36	11	5000	0.45	0.09	primary_school	no	no	yes	1	yes	no	yes	no	no	no	2

Joanna Mdunga	51	8	2000000	1500000	0.75	0.00	4.00	0.00	10.00	0.50	0.08	6	2000	0.50	0.50	primary_school	no	yes	yes	2	yes	no	no	no	no	yes	2

Nicodemus Pulikan	51	8	7000000	5000000	0.71	0.00	10.00	4.00	10.00	1.70	0.13	13	10000	0.54	0.23	tertiary	no	yes	yes	2	yes	no	yes	no	no	yes	3

Duncan Ngozo	42	6	1000000	800000	0.80	0.00	8.00	0.00	15.00	0.95	0.17	5.5	2500	0.36	0.64	secondary	no	yes	yes	2	no	no	no	yes	yes	yes	3

Stayford Banda	44	8	2000000	1900000	0.95	0.00	0.00	0.00	16.00	0.16	0.03	6	3000	0.50	0.17	primary_school	no	no	yes	1	yes	no	yes	no	no	no	2

Alex kalumako	50	6	1000000	950000	0.95	0.00	0.00	0.00	8.00	0.08	0.01	8	3000	0.38	0.38	primary_school	no	yes	yes	2	yes	no	yes	no	no	no	2

Treciforn Phiri	49	6	3000000	3000000	1.00	0.00	2.00	0.00	4.00	0.24	0.04	6	2000	0.42	0.33	primary_school	no	no	yes	1	yes	no	yes	no	no	no	2

Mazuzo Rodgers	44	5	2030000	2000000	0.99	0.00	0.00	8.00	10.00	1.30	0.33	4	1000	0.25	0.25	secondary	no	no	yes	1	yes	no	no	no	no	no	1

Frighton Malunga	55	4	500000	400000	0.80	0.00	0.00	3.00	0.00	0.45	0.11	4	700	0.25	0.63	primary_school	no	no	yes	1	no	no	no	no	yes	no	1

Stella Kalulu	56	8	320000	300000	0.94	0.00	2.00	0.00	12.00	0.32	0.06	5	2000	0.50	0.50	primary_school	no	no	yes	1	no	no	yes	no	no	no	1

Gloria Nkhata	43	6	110000	80000	0.73	0.00	0.00	0.00	0.00	0.00	0.00	1	250	1.00	0.00	never_attended	no	no	yes	1	no	no	no	yes	yes	no	2

Goodmon Zimba	41	6	2000000	1800000	0.90	0.00	4.00	4.00	10.00	1.10	0.10	11	3000	0.45	0.09	primary_school	no	yes	no	1	yes	yes	yes	no	yes	yes	5

Mulimbi Phiri	46	3	320000	300000	0.94	0.00	0.00	0.00	4.00	0.04	0.01	3	1500	0.50	0.50	primary_school	yes	no	yes	2	yes	no	yes	no	no	no	2