﻿County	Sub County	Location	Sub Location	Village	Farmer Name	Correspondant	Gender	Household	Adult Male	Adult Female	Youth	Children	Estimate Field Size (Acres)	Livestock	Source of Water	FarmNutrientInput 	Maize Production	Market	Access to Finance	Altitude	Calculated Yield(Kg/Acre)	Tonne_Ha	Reported Yield(Kg/Acre)	SSN	Depth	CNLS_N_S	m3_P_S	Ex_K	m3_B_S	m3_Cu_S	m3_S_S	m3_Mn_S	m3_Zn_S	m3_Fe	Al_S	Cr_S	Fe_S	Mn_S	P_S	Ti_S	Zn_S	TC_S	TN_S	CEC	pH	ECd	Ex_Ac	Ex_Bas	ExCa	ExMg	ExNa	m3_Al	Ni_S	OC	ON	PSI	Clay	Silt	Sand	CNLS_N_Pl	m3_P_Pl	m3_K_Pl	m3_B_Pl	m3_Cu_Pl	m3_S_Pl	m3_Mn_Pl	m3_Zn_Pl	m3_Fe_Pl	Al_Pl	Cr_Pl	Fe_Pl	Mn_Pl	P_Pl	Ti_Pl	Zn_Pl	TC_Pl	TN_Pl	As_Pl	Ba_Pl	Br_Pl	Ca_Pl	Cd_Pl	Cl_Pl	Co_Pl	Cs_Pl	Cu_Pl	Hg_Pl	K_Pl	m3_Ca_Pl	m3_Mg_Pl	m3_Mo_Pl	m3_Na_Pl	Mg_Pl	Mo_Pl	Na_Pl	Pb_Pl	Rb_Pl	S_Pl	Sb_Pl	Se_Pl	Sr_Pl	V_Pl	CNLS_N_Gr	m3_P_Gr	m3_K_Gr	m3_B_Gr	m3_Cu_Gr	m3_S_Gr	m3_Mn_Gr	m3_Zn_Gr	m3_Fe_Gr	Al_Gr	Cr_Gr	Fe_Gr	Mn_Gr	P_Gr	Ti_Gr	Zn_Gr	TC_Gr	TN_Gr	As_Gr	Ba_Gr	Br_Gr	Ca_Gr	Cd_Gr	Cl_Gr	Co_Gr	Cs_Gr	Cu_Gr	Hg_Gr	K_Gr	m3_Ca_Gr	m3_Mg_Gr	m3_Mo_Gr	m3_Na_Gr	Mg_Gr	Mo_Gr	Na_Gr	Pb_Gr	Rb_Gr	S_Gr	Sb_Gr	Se_Gr	Sr_Gr	V_Gr	Cluster	cluster2	Soil Texture	color
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kathuma"	"Peter Ndonye Wambua Plot 1"	"Peter Ndonye Wambua"	"M"	7	1	1	5	0	5.5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Retail"	"Own Finances"	1315	1209.5866	3.289	112.5	"techzgt84qoi12"	"Top"	0.11	15.875	0.309	0.426	1.373	10.753	122.391	2.13	126.209	61222.4	29.4	23506.8	437.3	695	666.1	118.1	1.013	0.106	7.46	5.91	0.096	0.676	7.829	4.881	2.066	0.132	987.215	16.2	0.319	0.102	63.772	35.246	16.971	46.563	2.25	0.2	1.81	19.6	9.05	0.12	101	18.9	202	"143.5"	"<llq"	315	174.5	1911	41.5	"13.5"	48.57311704	2.303975374	"<llq"	"<llq"	"<llq"	6155.5	2	2544.5	"<llq"	"<llq"	"<llq"	"<llq"	17147.5	0.59	0.37	2.76	52.9	2960.5	"<llq"	"<llq"	"<llq"	17.5	1367.5	"<llq"	"<llq"	74.5	"<llq"	1.28	0.22	0.35	2.56	3.05	0.11	7.85	23.1	117	"<llq"	"<llq"	112.5	"<llq"	2846.5	"<llq"	27	46.47840723	1.32345232	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	3107	0.001	0.11	0.39	27.8	"728"	"1"	"<llq"	"<llq"	2.00E+00	894	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kathuma"	"Peter Ndonye Wambua Plot 2"	"Peter Ndonye Wambua"	"M"	7	1	1	5	0	5.5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Retail"	"Table Banking"	1296	271.0342	0.737	112.5	"techzae65nig31"	"Top"	0.11	23.138	0.701	0.648	3.079	22.142	168.158	2.511	125.869	92893	34.7	34781	479.6	651.6	1017.7	133.4	1.398	0.123	8.88	5.518	0.103	0.965	12.441	8.456	3.116	0.351	1198.285	27.2	0.364	0.115	89.453	41.758	18.923	41.775	2.42	0.21	2.21	14.1	9.53	0.14	77.7	27.9	242	"386"	"<llq"	324	120	2106.5	39	"26.5"	50.72714568	2.568974645	"<llq"	"<llq"	"<llq"	7578	2	3126.5	"<llq"	"<llq"	"5.5"	"<llq"	23763.5	0.66	0.25	3.78	56.3	1821	"2"	"<llq"	"<llq"	13.5	1743.5	"<llq"	"1"	98.5	"<llq"	1.39	0.21	0.35	2.17	2.77	0.1	8.21	25.3	32	"<llq"	"<llq"	32	"<llq"	3616.5	"<llq"	28.5	43.05141789	1.519514047	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4185	0.001	0.1	0.001	4.38	"984"	"1.5"	"<llq"	"<llq"	6.00E+00	1195.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kathuma"	"Julius Ilia Muinde"	"Joyce Kavenya Ilia"	"F"	9	5	4	0	0	4	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Table Banking"	1303	1376.0034	3.742	120	"techytr70dtk47"	"Top"	0.13	17.931	0.576	0.506	2.441	12.484	111.925	2.278	137.067	76998.7	33	29414.1	523.2	772	845	138.8	1.305	0.126	8.9	5.843	0.101	0.798	10.529	6.336	2.783	0.442	1062.368	23.7	0.379	0.125	83.862	36.191	20.648	38.33	2.04	0.19	2.04	19.9	9.09	0.12	93.7	18.8	228	"216"	"<llq"	358	170.5	1756.5	40	"13"	50.25173263	2.357315128	"<llq"	"<llq"	"<llq"	5988	2	1577	"<llq"	"<llq"	"<llq"	"<llq"	20123.5	0.58	0.28	2.98	62.6	2021	"4"	"<llq"	"<llq"	16.5	1438.5	"<llq"	"<llq"	68	"<llq"	1.45	0.31	0.45	0.83	3.44	0.088	7.08	24.8	41.8	"<llq"	"<llq"	42	"<llq"	4633	"<llq"	31	46.79607958	1.69104021	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	5381	0.001	0.13	0.001	5.75	"1157"	"2"	"<llq"	"<llq"	2.00E+00	1019	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kathuma"	"Jackson Nzuki Kyambi"	"Mary Kaluji Nzuki"	"F"	13	2	3	3	5	6	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Table Banking"	1186	1287.3138	3.501	54	"techzye21bmo76"	"Top"	0.1	10.644	0.624	0.593	2.872	11.309	126.187	1.739	125.935	67017.7	34.8	32156.7	793.2	638.6	1022.4	139.5	1.022	0.081	13.95	6.572	0.163	0.635	14.658	9.691	4.358	0.451	1063.059	21.9	0.396	0.074	65.999	32.552	19.562	55.332	2.13	0.2	2.08	25.9	8.71	0.14	109	23	263	"<llq"	"<llq"	308	175	1688.5	26.5	"11"	49.06663153	2.229074822	"<llq"	"<llq"	"<llq"	6580	2	2316	"<llq"	"<llq"	"<llq"	"<llq"	17512.5	0.72	0.39	1.26	140	2941	"3.5"	"<llq"	"1"	31.5	1499.5	"<llq"	"<llq"	125.5	"<llq"	1.66	0.4	0.6	2.34	4.14	0.092	9.69	32.4	52.4	"<llq"	"<llq"	55.5	"5.5"	4993	"<llq"	38.5	50.18017192	1.505564463	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	5308	0.001	0.17	0.66	42.1	"1521.5"	"2"	"<llq"	"<llq"	9.5	924	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kathuma"	"Isaiah Mutuku Musyoki"	"Isaiah Mutuku Musyoki"	"M"	11	1	3	3	4	4	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Interested in financing but no access"	1232	1216.0992	3.307	225	"techzvl87qvl57"	"Top"	0.14	12.747	0.42	0.259	0.933	9.423	89.579	1.576	138.612	58597.9	39.3	25018	590.4	835.3	658.9	125.4	1.174	0.081	8.8	5.963	0.069	0.47	7.249	4.564	2.162	0.185	1025.516	20.4	0.417	0.081	44.42	33.606	25.115	48.556	1.99	0.22	1.95	20.9	8.68	0.13	107	22.3	253	"<llq"	"<llq"	312	146	1792	43.5	"15"	49.1579626	2.40558401	"<llq"	"<llq"	"<llq"	5784.5	2	1869.5	"<llq"	"<llq"	"<llq"	"<llq"	17702.5	0.65	0.39	2.61	60.6	2422	"<llq"	"<llq"	"<llq"	15	1343	"<llq"	"<llq"	57	"<llq"	1.17	0.27	0.38	2.06	1.79	0.088	15.9	27.1	28.8	"<llq"	"<llq"	36.5	"4.5"	3921	"<llq"	35	51.88367804	1.744250188	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	3937.5	0.001	0.12	0.001	26.5	"937"	"2.5"	"<llq"	"<llq"	5.00E+00	925.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kathuma"	"Daniel Kithuka"	"Daniel Kithuka"	"M"	4	3	1	0	0	5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1327	1530.7198	4.163	67.5	"techznx65zgq56"	"Top"	0.14	14.421	0.293	0.297	1.097	9.071	126.155	2.028	122.876	56805.5	33.8	22049.4	466.4	825.9	554.6	118.1	1.068	0.1	7.24	6.031	0.103	0.432	7.077	4.138	1.956	0.129	973.793	17.8	0.427	0.105	51.737	32.202	27.832	41.257	2.36	0.21	2.1	30	9.55	0.14	114	29.9	314	"225"	"<llq"	389.5	176.5	1620	43	"18.5"	50.38339148	2.369095082	"<llq"	"<llq"	"<llq"	5889.5	2	1635.5	"<llq"	"<llq"	"<llq"	"<llq"	18914.5	0.7	0.32	1.43	127	2156	"2"	"<llq"	"1"	30	1406	"<llq"	"<llq"	76.5	"<llq"	1.74	0.32	0.47	2.54	2.67	0.1	8.39	25.4	41.1	"<llq"	"<llq"	45	"<llq"	3786	"<llq"	28.5	51.32296772	1.47784556	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4894.5	0.001	0.14	0.13	32.5	"1119"	"1.5"	"<llq"	"<llq"	4.00E+00	760	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kathuma"	"Joel Maundu"	"Joel Maundu"	"M"	5	1	1	2	1	3	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1307	897.474	2.441	120	"techzkv12bqy61"	"Top"	0.13	17.909	0.468	0.491	6.279	15.438	145.734	3.094	132.452	96277.7	46.8	44257.2	545.6	721.8	1117.8	161.6	1.655	0.121	9.12	5.704	0.1	1.048	13.425	7.782	3.095	0.279	1121.742	39.7	0.434	0.121	123.648	60.007	18.918	24.858	2.35	0.2	1.74	20.6	9.06	0.13	106	19.6	235	"299"	"<llq"	272	145	1887	34.5	"16.5"	49.92580917	2.374229501	"<llq"	"<llq"	"<llq"	6436.5	2	2742	"<llq"	"<llq"	"5.5"	"<llq"	20301	0.61	0.4	2.42	40.6	2942	"2.5"	"<llq"	"1"	15.5	1545	"<llq"	"1"	72	"<llq"	1.24	0.27	0.38	1.36	3.11	0.083	8	26.9	32.2	"<llq"	"<llq"	51	"<llq"	4807.5	"<llq"	40	51.64281252	1.556877427	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	5967	0.001	0.12	0.78	24	"1175.5"	"1.5"	"<llq"	"<llq"	3.00E+00	996.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kyanganga"	"Phillip Munyoki Mutie"	"Stephen Kaloki Mutie"	"M"	4	2	1	0	1	10	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1305	125.2172	0.341	20	"techyov81dex74"	"Top"	0.12	18.288	0.424	0.562	1.962	13.286	102.997	2.282	126.934	77885.2	35	30909.7	489.6	679.4	838	140.7	1.276	0.116	8.41	5.824	0.1	0.802	10.998	6.63	2.832	0.308	1064.469	24	0.442	0.12	83.974	36.195	18.76	41.66	2.48	0.17	1.82	24.5	8.7	0.12	99.8	25.1	271	"287.5"	"<llq"	419.5	182	1664.5	47.5	"17"	50.24031696	2.369599657	"<llq"	"<llq"	"<llq"	6083	2	1592	"<llq"	"<llq"	"<llq"	"<llq"	19277	0.57	0.27	1.19	134	2183.5	"<llq"	"<llq"	"1.5"	30.5	1469.5	"<llq"	"<llq"	77	"<llq"	1.19	0.17	0.25	0.79	1.93	0.093	6.76	15.6	26.2	"<llq"	"<llq"	25	"<llq"	3768.5	"<llq"	18	42.7921567	1.724022695	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3186	0.001	0.073	0.001	4.71	"1070"	"1.5"	"<llq"	"<llq"	6.00E+00	1023.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kitia"	"Sammy Munyoki Mathei"	"Annah Munyoki Mathei"	"F"	9	2	3	0	4	3	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Table Banking"	1345	835.4014	2.272	120	"techymb07sdt57"	"Top"	0.13	14.959	0.92	0.86	2.671	25.355	119.31	2.828	122.1	84530.6	35.3	33831.5	520.8	624.1	973	137.9	1.36	0.133	9.29	5.575	0.109	0.829	10.935	7.595	3.293	0.359	1080.544	27.2	0.467	0.133	82.05	34.423	18.566	45.318	2.56	0.14	1.13	10.4	9.47	0.14	167	18	361	"224.5"	"<llq"	405	269	1333.5	44.5	"10.5"	50.26239215	2.27509308	"<llq"	"<llq"	"<llq"	6807	2	2249	"<llq"	"<llq"	"<llq"	"<llq"	12123.5	0.67	0.4	0.53	45.8	2846	"<llq"	"<llq"	"1"	25	1609	"<llq"	"<llq"	144	"<llq"	1.64	0.3	0.38	2.64	2.06	0.1	9.03	29.4	30.4	"<llq"	"<llq"	31	"<llq"	3346	"<llq"	26	51.22071749	1.517159284	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3471	0.001	0.14	0.74	23.5	"799"	"2"	"<llq"	"<llq"	4.00E+00	895.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kitia"	"Charles Mutune"	"Elizabeth Mutune"	"F"	8	2	2	0	4	4	"Yes"	"Both Rainfed and Irrigation"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1301	1200.2524	3.264	150	"techxti10osh27"	"Top"	0.12	11.156	0.918	0.649	2.062	25.56	126.789	2.275	114.162	87778.9	33.1	30259	466.6	565.4	953.7	119.2	1.532	0.121	8.69	5.49	0.1	0.922	10.637	6.764	3.087	0.355	1196.218	24.7	0.468	0.112	88.48	38.441	16.979	39.93	2.39	0.12	1.75	21.6	9.47	0.12	104	24.3	472	"438.5"	"<llq"	567.5	170.5	1010.5	53.5	"12.5"	50.86925245	2.393750026	"<llq"	"<llq"	"<llq"	5893	2	336	"<llq"	"<llq"	"<llq"	"<llq"	15710	0.63	0.23	1.91	204	1761	"3.5"	"<llq"	"1.5"	32	1240.5	"<llq"	"<llq"	72.5	"<llq"	1.43	0.34	0.48	0.93	3.63	0.089	7.77	27.2	38.7	"<llq"	"<llq"	45.5	"<llq"	4700.5	"<llq"	33	44.84863758	1.464609136	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	5481	0.001	0.14	0.001	7.08	"1352"	"1.5"	"<llq"	"<llq"	2.00E+00	956	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kitia"	"Elijah Mutua Musau Plot 1"	"Phillip Mutua"	"M"	6	3	1	0	2	3	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1304	344.15	0.936	90	"techxfl19tir23"	"Top"	0.13	12.38	0.425	0.436	1.787	11.844	124.636	2.318	126.604	72355.8	33.5	25310.3	485.4	638.6	766.8	109.6	1.398	0.119	8.73	5.577	0.115	0.78	9.751	5.61	2.385	0.181	1051.797	20.3	0.469	0.109	96.91	36.244	16.731	36.368	2.45	0.19	2.25	30.1	9.14	0.12	113	28.2	313	"308.5"	"<llq"	413	166.5	1632.5	26.5	"14"	50.28457215	2.427518444	"<llq"	"<llq"	"<llq"	6809	2	1646	"<llq"	"<llq"	"<llq"	"<llq"	19599.5	0.67	0.3	0.39	121	2004	"3"	"<llq"	"2"	27.5	1388	"<llq"	"<llq"	87.5	"<llq"	1.95	0.2	0.34	2.89	1.91	0.11	8.85	35.4	33.5	"<llq"	"<llq"	35.5	"<llq"	3209.5	"<llq"	28	51.23358553	1.54966285	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4.5	"<llq"	3700.5	0.001	0.1	0.77	23.1	"947"	"1"	"<llq"	"<llq"	6.00E+00	1076	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kitia"	"Elijah Mutua Musau Plot 2"	"Phillip Mutua"	"M"	6	3	1	0	2	3	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1307	71.4775	0.194	90	"techxcq41dzo72"	"Top"	0.13	13.01	0.339	0.335	1.727	12.485	111.221	1.867	134.686	83003.2	38.5	31998	468	687.6	831.2	150	1.247	0.11	7.84	5.604	0.106	1.067	9.685	5.745	2.504	0.18	1148.426	26.5	0.472	0.106	96.056	43.147	18.169	39.899	1.96	0.13	1.99	10.8	6.97	0.11	82.1	13.7	193	"213.5"	"<llq"	270.5	137	1310	73	"6"	49.54265753	2.41027371	"<llq"	"<llq"	"<llq"	4069	2	864	"<llq"	"<llq"	"<llq"	"<llq"	20826	0.43	0.25	0.45	47.1	1438.5	"<llq"	"<llq"	"1"	29.5	1282	"<llq"	"<llq"	84	"<llq"	1.94	0.15	0.22	0.74	1.69	0.088	5.85	13.8	21.7	"<llq"	"<llq"	54.5	"<llq"	3862	"<llq"	21	44.50900636	1.513108996	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	3416.5	0.001	0.065	0.001	16.8	"1154.5"	"2"	"<llq"	"<llq"	8.00E+00	1083.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kwamelo"	"Joseph Mwanzia Kasuva"	"Joseph Mwanzia Kasuva"	"M"	2	1	1	0	0	3.5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1294	583.4198	1.587	144	"techvsh64ndf26"	"Top"	0.09	8.07	0.391	0.244	1.255	10.315	110.103	2.145	113.101	60057.3	24.7	20147.5	414.2	562.2	615.8	105.6	0.926	0.069	8.15	5.699	0.072	0.644	7.453	4.959	1.973	0.16	995.015	12.6	0.503	0.076	49.676	34.206	21.518	52.309	2.18	0.19	1.87	18.3	8.55	0.13	94.9	20.9	232	"327.5"	"<llq"	376	164.5	1827	46.5	"12"	49.69946253	2.303677921	"<llq"	"<llq"	"<llq"	6060	2	1904	"<llq"	"<llq"	"<llq"	"<llq"	19325	0.58	0.33	2.62	50.9	2058.5	"3"	"<llq"	"<llq"	16.5	1440	"<llq"	"1"	68	"<llq"	1.59	0.19	0.33	3.06	2.56	0.093	7.54	23.8	30.1	"<llq"	"<llq"	37	"<llq"	2575.5	"<llq"	28.5	49.85619053	1.474915879	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3508.5	0.001	0.11	0.98	25.3	"772"	"1.5"	"<llq"	"<llq"	4.5	907.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kitia"	"Musau Kisilu"	"Lucinda Mutinda"	"F"	5	1	1	0	3	2	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Table Banking"	1297	338.1835	0.92	90	"techydv46zoc12"	"Top"	0.12	18.12	0.899	0.705	1.829	19.102	109.083	2.303	118.752	79938.6	32.5	29769.6	490.1	656.5	868.2	133.5	1.349	0.127	8.64	5.697	0.105	0.766	10.677	6.964	3.055	0.34	1053.837	23.8	0.515	0.126	78.364	34.98	19.595	42.747	2.56	0.18	2	24.3	8.52	0.13	105	25.6	319	"394.5"	"<llq"	416	182	1608	44	"16"	50.48873185	2.427136983	"<llq"	"<llq"	"<llq"	5655.5	2	1538	"<llq"	"<llq"	"<llq"	"<llq"	18639.5	0.61	0.29	1.23	130	1762	"3"	"<llq"	"1"	30	1441	"<llq"	"<llq"	75	"<llq"	1.58	0.18	0.29	1.57	2.46	0.099	7.22	20.6	28	"<llq"	"<llq"	34.5	"<llq"	3584	"<llq"	31.5	43.08129512	1.573626449	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4426	0.001	0.085	0.001	5.02	"1126"	"2"	"<llq"	"<llq"	8.00E+00	1133.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kithuiani"	"Peter Katumbu Plot 1"	"Peter Katumbu"	"M"	3	1	1	0	1	10	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1223	999.3103	2.717	240	"techxma25mhz63"	"Top"	0.1	15.829	0.298	0.302	1.448	8.666	126.794	2.842	121.963	53336.6	26.9	19159.3	305.3	565.7	477.6	107.7	0.785	0.095	5.4	6.01	0.096	0.606	6.131	3.922	1.76	0.133	974.927	12.8	0.521	0.097	47.025	32.602	18.462	50.206	2.44	0.15	1.66	11.3	9.34	0.15	108	13.9	217	"264"	"<llq"	321.5	194.5	1451	34.5	"<llq"	49.37434059	2.360463878	"<llq"	"<llq"	"<llq"	5921	2	396.5	"<llq"	"<llq"	"<llq"	"<llq"	15600	0.55	0.25	0.001	49.1	1987.5	"2.5"	"<llq"	"1"	24	1478.5	"<llq"	"<llq"	155.5	"<llq"	1.89	0.36	0.52	3.14	3.11	0.11	10.6	31.1	37.4	"<llq"	"<llq"	48.5	"6"	4271	"<llq"	38.5	51.63864315	1.66746006	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	5561.5	0.001	0.16	0.79	30.7	"1073.5"	"2"	"<llq"	"<llq"	3.5	908.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kithuiani"	"Peter Katumbu Plot 2"	"Peter Katumbu"	"M"	3	1	1	0	1	10	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1275	1253.2538	3.408	240	"techxhd38kqa32"	"Top"	0.1	11.525	0.362	0.269	1.466	18.692	106.935	2.023	128.889	69092.7	29.7	26827.8	399.1	531.3	755.7	133	0.769	0.074	7.48	5.78	0.072	0.815	6.794	3.837	2.075	0.167	1022.231	17.6	0.56	0.076	62.8	34.376	13.953	52.98	2.46	0.15	1.35	10.9	11.4	0.16	172	21.6	381	"262.5"	"<llq"	414	262	1242	44	"8.5"	49.88145136	2.445144809	"<llq"	"<llq"	"<llq"	6670	2	1709	"<llq"	"<llq"	"<llq"	"<llq"	12292.5	0.72	0.42	0.26	51.5	2667.5	"2.5"	"<llq"	"2"	23.5	1481.5	"<llq"	"<llq"	139	"<llq"	1.64	0.27	0.37	1.65	2.26	0.094	11.2	28.7	38.5	"<llq"	"<llq"	46	"6.5"	4205.5	"<llq"	38.5	43.02381977	1.670117595	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	2.5	"<llq"	4654.5	0.001	0.13	0.001	13.1	"1328"	"1.5"	"<llq"	"<llq"	7.00E+00	1132	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kyanganga"	"Justina Nzula"	"Justina Nzula"	"F"	3	2	1	0	0	1	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1316	187.664	0.51	45	"techytb38kiy58"	"Top"	0.12	12.133	0.895	0.714	3.215	16.285	112.698	2.449	126.886	82063.1	33.9	33984	474.3	594.2	911.6	145.8	1.229	0.134	8.54	5.689	0.096	0.887	10.759	7.243	3.052	0.313	1064.912	26.3	0.602	0.122	87.294	44.948	19.984	43.935	2.16	0.18	1.97	32.1	9.24	0.13	108	28.4	285	"431"	"<llq"	377.5	171	1681.5	41	"20.5"	50.1977038	2.371019964	"<llq"	"<llq"	"<llq"	6759.5	2	1839.5	"<llq"	"<llq"	"5"	"<llq"	20016.5	0.68	0.32	0.93	125	2210.5	"2.5"	"<llq"	"1"	28	1491	"<llq"	"1"	84	"<llq"	1.57	0.2	0.36	1.98	2.89	0.1	6.36	25	32.3	"<llq"	"<llq"	29.5	"<llq"	2389	"<llq"	23.5	51.90436694	1.561742597	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	2618	0.001	0.099	0.69	36.9	"<llq"	"2"	"<llq"	"<llq"	3.00E+00	925.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Kitia"	"Moses Muthama Mopo"	"Moses Muthama Mopo"	"M"	8	2	4	0	2	12	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1302	1521.0114	4.136	90	"techwfz75rno52"	"Top"	0.17	17.705	0.645	0.523	2.333	14.831	126.466	3.36	140.893	87111.4	41.4	32739.2	581.6	826.9	960.3	137	1.853	0.163	9.2	5.577	0.118	0.947	12.716	7.732	3.137	0.286	1254.551	31.8	0.638	0.16	127.737	44.442	14.929	38.57	2.23	0.22	1.7	22.1	9.43	0.14	121	20.3	243	"<llq"	"<llq"	337	197.5	1892	42	"9"	50.05320389	2.334783312	"<llq"	"<llq"	"<llq"	6301	2	2542	"<llq"	"<llq"	"<llq"	"<llq"	16339.5	0.68	0.5	1.73	46.9	3128.5	"3"	"<llq"	"1"	16	1374.5	"<llq"	"<llq"	73.5	"<llq"	1.82	0.24	0.34	2.38	2.49	0.1	7.6	24.7	29.9	"<llq"	"<llq"	34.5	"<llq"	3478.5	"<llq"	29	50.62323334	1.462038384	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	3393	0.001	0.11	0.16	38.8	"1002.5"	"1.5"	"<llq"	"<llq"	4.5	904.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Wetaa"	"Timothy Kisambu"	"Timothy Kisambu"	"M"	6	5	1	0	0	3	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1313	1181.8875	3.214	120	"techvno80unw64"	"Top"	0.13	13.321	0.447	0.258	1.287	9.363	105.809	1.71	154.468	53659.5	31	21619.7	509.4	704.7	584.8	119.4	0.993	0.079	7.9	6.021	0.075	0.656	7.193	5.025	2.18	0.188	1059.824	16.6	0.675	0.073	58.303	28.081	28.506	50.07	2.29	0.12	1.85	22.5	9.6	0.13	112	24.1	512	"588.5"	"<llq"	645.5	187	1013	65.5	"12.5"	50.33858042	2.390762761	"<llq"	"<llq"	"<llq"	6067	2	428.5	"<llq"	"<llq"	"<llq"	"<llq"	16006	0.65	0.23	1.12	213	1659.5	"3"	"<llq"	"1"	31.5	1309	"<llq"	"<llq"	76.5	"<llq"	1.78	0.23	0.35	1.95	2.93	0.095	6.55	21.8	34.3	"<llq"	"<llq"	42.5	"<llq"	3872.5	"<llq"	31	50.81939154	1.5345741	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4349.5	0.001	0.1	0.58	15.5	"1141.5"	"1.5"	"<llq"	"<llq"	2.00E+00	813.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Wetaa"	"Jackson Mutinda Mulwa"	"Jackson Mutinda Mulwa"	"M"	7	2	3	0	2	4	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Microfinance"	1313	804.5876	2.188	72	"techvja40nly72"	"Top"	0.14	14.438	0.426	0.378	1.542	11.15	92.269	1.978	126.166	64248.2	29.9	25434.4	506.8	687.3	690.2	126.6	1.129	0.099	7.9	5.875	0.071	0.775	9.864	6.169	2.66	0.188	1041.691	21.1	0.745	0.095	69.685	36.891	26.469	46.063	2.31	0.2	2.08	27.5	9.59	0.13	114	30.5	295	"319.5"	"<llq"	338	173.5	1586.5	28	"18.5"	50.02873777	2.443451141	"<llq"	"<llq"	"<llq"	5627.5	2	1713	"<llq"	"<llq"	"<llq"	"<llq"	17519	0.63	0.31	1.35	141	2160	"2.5"	"<llq"	"1.5"	29	1401.5	"<llq"	"<llq"	69	"<llq"	1.36	0.31	0.4	2.27	3.22	0.099	11.1	27.7	36.2	"<llq"	"<llq"	48.5	"9"	4376.5	"<llq"	33.5	43.95094356	1.526424823	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5087	0.001	0.13	0.1	5.51	"1056.5"	"1"	"<llq"	"<llq"	15	1002.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Wetaa"	"Joseph Nzioka"	"Magdalene Muthini"	"F"	6	2	1	3	0	3	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Teachers Sacco Loans"	1330	435.5499	1.184	90	"techvfx85oug54"	"Top"	0.12	18.542	0.373	0.261	1.253	6.896	102.194	1.967	124.39	43853.7	29.7	17340.9	456	651.2	457	103.3	0.739	0.057	6.88	6.14	0.067	0.315	5.181	3.139	1.342	0.113	759.095	12.4	0.747	0.053	22.737	24.952	15.45	54.68	2.29	0.19	2.05	30.9	9.56	0.15	96.5	28.6	279	"170"	"<llq"	354.5	160	1688	36.5	"15"	50.27490215	2.352293897	"<llq"	"<llq"	"<llq"	5812.5	2	1250	"<llq"	"<llq"	"<llq"	"<llq"	19753.5	0.63	0.36	1.6	129	2198	"4"	"<llq"	"1.5"	34.5	1557.5	"<llq"	"1"	103.5	"<llq"	1.57	0.25	0.54	1.89	3.13	0.083	9.45	26.8	34.5	"<llq"	"<llq"	34.5	"<llq"	3083.5	"<llq"	28.5	45.56060976	1.396434249	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4167.5	0.001	0.13	0.4	35.6	"828"	"1.5"	"<llq"	"<llq"	5.00E+00	903	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Iani"	"Christopher Musau Plot 1"	"Christopher Musau"	"M"	4	3	1	0	0	4	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1351	861.8364	2.344	270	"techuxe89ews15"	"Top"	0.12	9.03	0.856	0.705	3.648	22.926	107.268	2.058	117.971	85457.2	38.8	35307.1	561.6	571.7	1065.8	132.3	1.434	0.102	9.99	5.491	0.09	0.994	9.839	6.789	3.19	0.251	1243.622	28.9	0.759	0.101	84.35	59.212	17.621	36.404	2.23	0.11	1.92	29.2	11.5	0.14	121	30.2	543	"612.5"	"<llq"	764.5	193	1027	71	"16"	50.37630931	2.476376022	"<llq"	"<llq"	"<llq"	6160.5	2	807.5	"<llq"	"<llq"	"<llq"	"<llq"	18275.5	0.67	0.3	0.95	221	1904.5	"3.5"	"<llq"	"1.5"	27.5	1373.5	"<llq"	"1"	70	"<llq"	1.16	0.15	0.28	1.01	2.04	0.077	6.35	20.2	26.4	"<llq"	"<llq"	32	"<llq"	2489	"<llq"	27	51.24517169	1.549932532	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3037	0.001	0.085	0.53	23.3	"<llq"	"1"	"<llq"	"<llq"	4.00E+00	908.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Mango"	"Iani"	"Christopher Musau Plot 2"	"Christopher Musau"	"M"	4	3	1	0	0	4	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1357	378.0078	1.028	270	"techuja04lhb15"	"Top"	0.09	23.655	0.241	0.198	0.622	5.401	94.336	2.027	81.929	35900.2	25	12623.9	327.4	524.6	317.8	91	0.541	0.037	4.76	6.401	0.058	0.359	3.969	3.19	0.767	0.087	492.455	8.5	0.76	0.037	12.731	19.873	19.292	64.479	2.32	0.2	2.04	27.4	9.51	0.14	117	29.9	295	"301"	"<llq"	389	178	1692.5	40.5	"17"	50.37431045	2.430569282	"<llq"	"<llq"	"<llq"	5508	2	959	"<llq"	"<llq"	"<llq"	"<llq"	18076	0.64	0.32	0.73	145	2033.5	"<llq"	"<llq"	"1.5"	26	1331	"<llq"	"<llq"	67	"<llq"	1.51	0.15	0.35	1.05	2.49	0.098	6.5	19.3	30.7	"<llq"	"<llq"	34	"<llq"	2073	"<llq"	23.5	44.72853929	1.578291039	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	3922	0.001	0.079	0.001	3.66	"<llq"	"2"	"<llq"	"<llq"	4.00E+00	1069.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kamwala"	"Kivusula"	"Peter Munyau"	"Teresiah Mutua"	"F"	8	1	3	0	4	4	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1262	1031.2568	2.804	1080	"techmzo82pkn17"	"Top"	0.1	10.515	0.898	0.428	2.12	14.226	102.141	2.023	127.699	67482.8	22.7	22371	335.8	597.5	669.7	111.3	1.041	0.1	6.96	5.502	0.087	0.801	7.104	4.851	1.994	0.24	1044.826	13.3	0.769	0.092	70.693	35.469	16.368	43.751	2.69	0.16	1.58	12.7	11.6	0.17	136	28.7	570	"529.5"	"<llq"	576	207	1377.5	44.5	"16"	49.4109737	2.374433794	"<llq"	"<llq"	"<llq"	7069.5	2	1826	"<llq"	"<llq"	"<llq"	"<llq"	14020.5	0.73	0.36	0.39	59.2	2496.5	"<llq"	"<llq"	"1.5"	21.5	1629.5	"<llq"	"1"	125	"<llq"	1.75	0.28	0.41	1.04	3.19	0.095	7.47	23.7	36	"<llq"	"<llq"	41.5	"<llq"	4397.5	"<llq"	29	44.62752811	1.485958205	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	4950.5	0.001	0.11	0.001	23.7	"927"	"1.5"	"<llq"	"<llq"	2.00E+00	961	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Katithi"	"Richard Nyingi Plot 1"	"Richard Nyingi"	"M"	2	2	0	0	0	2	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Microfinance"	1231	337.6778	0.918	72	"techrti15gkh37"	"Top"	0.14	20.074	0.952	0.842	1.606	18.499	113.397	2.493	124.594	76824	32.6	28673.1	455.9	735.2	795.9	131.3	1.295	0.127	7.71	5.567	0.105	0.818	8.587	5.903	2.721	0.325	1101.687	22.4	0.803	0.12	73.555	29.416	11.109	55.443	2.1	0.24	1.52	20.2	9.93	0.15	122	22.3	246	"159.5"	"<llq"	292.5	196.5	1965	23	"7.5"	49.12827145	2.341173868	"<llq"	"<llq"	"<llq"	6625.5	2	4392.5	"<llq"	"<llq"	"<llq"	"<llq"	14441	0.71	0.63	1.59	49.3	4553	"<llq"	"<llq"	"2"	17	1437.5	"<llq"	"<llq"	87.5	"<llq"	1.74	0.16	0.35	1.96	2.72	0.095	5.57	22.5	38.4	"<llq"	"<llq"	31	"<llq"	2905	"<llq"	26.5	50.12204319	1.524533588	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3676	0.001	0.079	0.001	31.4	"659"	"1.5"	"<llq"	"<llq"	3.00E+00	1038.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Katithi"	"Richard Nyingi Plot 2"	"Richard Nyingi"	"M"	2	2	0	0	0	2	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Microfinance"	1224	960.6287	2.612	72	"techswp27wci83"	"Top"	0.12	20.391	0.843	0.574	2.482	20.783	120.964	2.992	106.296	88885.8	30.9	29283.7	352	510.3	882.1	104.3	1.192	0.087	6.78	5.367	0.083	1.161	7.704	5.067	2.55	0.329	1403.577	22.8	0.836	0.083	81.609	60.234	10.872	41.892	2.35	0.23	2.11	19.5	8.31	0.13	106	27.9	318	"447"	"<llq"	450	181.5	1961.5	51	"15.5"	49.6477709	2.37369415	"<llq"	"<llq"	"<llq"	5416	2	374	"<llq"	"<llq"	"<llq"	"<llq"	18956	0.57	0.28	1.31	118	1836.5	"2.5"	"<llq"	"1.5"	23.5	1355.5	"<llq"	"<llq"	64	"<llq"	2.05	0.29	0.53	2.24	2.76	0.094	8.17	24.2	33.7	"<llq"	"<llq"	38.5	"<llq"	3910.5	"<llq"	27	46.83611218	1.518258127	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5031.5	0.001	0.13	0.001	32	"866.5"	"2"	"<llq"	"<llq"	3.00E+00	849	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Katithi"	"Magret Kiio"	"Boniface Kiio"	"M"	7	4	3	0	0	3	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1229	1030.0331	2.801	150	"techsxt28bqa25"	"Top"	0.13	12.84	0.932	0.612	1.756	18.267	105.215	2.273	125.071	68060.7	31.2	26157.6	471.6	717.3	718	125.4	1.067	0.095	7.98	5.719	0.081	0.772	8.661	5.078	2.55	0.206	1065.535	20.2	0.848	0.098	76.16	36.756	16.824	42.338	2.28	0.22	1.67	20.4	10	0.15	114	20.5	248	"207.5"	"<llq"	306	169	1988.5	42.5	"11"	49.99128077	2.399011674	"<llq"	"<llq"	"<llq"	6401	2	2470	"<llq"	"<llq"	"<llq"	"<llq"	18461	0.66	0.51	1.93	54.1	2902	"4"	"<llq"	"1"	17	1508	"<llq"	"<llq"	72.5	"<llq"	1.45	0.4	0.63	3.17	4.31	0.1	16.2	42.1	52.3	"<llq"	"<llq"	54	"10.5"	4523.5	"<llq"	47.5	46.31275112	1.537017105	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	5442	0.001	0.21	0.001	46.7	"1823.5"	"1"	"<llq"	"<llq"	8.00E+00	1052	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Katithi"	"Benjamin Mwema Mutua"	"Benjamin Mwema Mutua"	"M"	8	5	2	0	1	3.5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1207	939.5839	2.555	90	"techtfq03pre57"	"Top"	0.1	11.825	0.823	0.775	3.747	15.846	103.85	2.062	117.232	78005.1	38.4	35184	674.1	566.3	1113	135.1	1.058	0.078	12	6.04	0.122	0.942	10.584	7.107	3.35	0.438	1228.826	25.3	0.849	0.072	79.256	31.331	17.046	54.066	2.38	0.23	2.06	25.5	10.9	0.15	127	21.4	266	"269"	"<llq"	370	177.5	1810.5	50.5	"11.5"	49.68256593	2.353835273	"<llq"	"<llq"	"<llq"	6132	2	1789	"<llq"	"<llq"	"<llq"	"<llq"	18747.5	0.69	0.42	2.98	57.2	2510.5	"3.5"	"<llq"	"1"	16.5	1449	"<llq"	"<llq"	72.5	"<llq"	1.5	0.14	0.43	1.88	3.11	0.097	8.63	20.2	29.9	"<llq"	"<llq"	33.5	"<llq"	2159	"<llq"	25	48.80227549	1.581222375	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	3691.5	0.001	0.077	0.001	53.6	"<llq"	"1.5"	"<llq"	"<llq"	4.00E+00	1066.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Katithi"	"Francis Kyalo Nzioka"	"Mary Nyambura"	"F"	6	1	1	0	4	0.94	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Table Banking"	1215	763.3272	2.076	360	"techtgy39esh41"	"Top"	0.11	10.475	0.951	0.412	1.422	13.247	84.449	2.345	127.574	62444.7	26.9	21767.9	393.9	597.4	625.3	109.7	0.826	0.068	7.17	5.51	0.079	0.791	6.589	3.823	2.022	0.182	989.138	14.8	0.873	0.066	55.467	31.68	10.243	54.849	2.71	0.22	2.28	14.9	10.5	0.17	81.5	32.2	272	"223.5"	"<llq"	335	133.5	1869	35	"19"	49.91008809	2.41354584	"<llq"	"<llq"	"<llq"	6518.5	2	2625.5	"<llq"	"<llq"	"<llq"	"<llq"	21981	0.71	0.27	4.92	55.4	2008.5	"5"	"<llq"	"1.5"	15	1592	"<llq"	"1"	95.5	"<llq"	1.23	0.27	0.32	2.06	2.27	0.1	9.82	22.4	24.7	"<llq"	"<llq"	25.5	"<llq"	4768.5	"<llq"	21.5	43.23753578	1.546939074	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	3843.5	0.001	0.1	0.001	29.6	"1308"	"1.5"	"<llq"	"<llq"	3.00E+00	988	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Katithi"	"Francis  Kimani Mwaura"	"Francis  Kimani Mwaura"	"M"	8	1	1	0	6	2.25	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Vision Fund"	1207	814.4577	2.215	270	"techrlb68liy35"	"Top"	0.13	7.669	0.94	0.697	3.268	20.908	121.678	2.71	118.415	89023	49.7	40691.7	627	603.8	1132.6	129.4	1.782	0.136	11.21	5.451	0.094	1.027	9.535	6.186	3.055	0.323	1386.623	33.7	0.886	0.138	113.707	63.614	12.136	37.972	2.2	0.2	1.99	19.5	9.49	0.15	102	24.9	311	"245"	"<llq"	309	155	1773.5	41	"13.5"	49.63813823	2.355017193	"<llq"	"<llq"	"<llq"	5838.5	2	1997.5	"<llq"	"<llq"	"5"	"<llq"	18931	0.62	0.36	2.54	49.8	2320.5	"4.5"	"<llq"	"<llq"	16.5	1427	"<llq"	"<llq"	70.5	"<llq"	1.28	0.29	0.35	1.61	2.95	0.09	7.01	27.3	33.6	"<llq"	"<llq"	46	"4"	4046	"<llq"	36	46.51986188	1.549781341	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4053	0.001	0.13	0.39	20.5	"711"	"1.5"	"<llq"	"<llq"	4.00E+00	757	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Katithi"	"Dennis Kilonzo"	"Dennis Kilonzo"	"M"	4	1	1	0	2	2	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1210	528.9723	1.438	90	"techrnz61wiv46"	"Top"	0.14	11.674	0.362	0.234	1.081	8.937	102.967	1.566	126.631	57691.8	33	21927.1	531.6	807.3	592.5	130.6	1.035	0.079	7.56	5.932	0.063	0.64	7.548	5.107	2.111	0.153	1018.602	18.7	0.909	0.071	40.205	35.411	26.1	46.704	2.72	0.21	2.31	13.2	9.81	0.17	81.8	31	304	"268.5"	"<llq"	402.5	138	1938	43	"19"	48.82298154	2.384920208	"<llq"	"<llq"	"<llq"	7006.5	2	2634.5	"<llq"	"<llq"	"<llq"	"<llq"	21993	0.68	0.26	3.5	51.4	1795.5	"4"	"<llq"	"1.5"	15	1650	"<llq"	"1"	99	"<llq"	1.31	0.2	0.35	1.33	2.75	0.085	9.22	26.8	38	"<llq"	"<llq"	36.5	"<llq"	2855.5	"<llq"	31.5	44.50639804	1.492700755	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	3853	0.001	0.11	0.3	33	"822.5"	"2"	"<llq"	"<llq"	4.5	1073	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kiwanza"	"Felisters Mueni Kimeu"	"Felisters Mueni Kimeu"	"F"	4	0	1	0	3	4	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Vision Fund"	1216	790.0858	2.148	252	"techtkj18bre41"	"Top"	0.09	9.406	0.331	0.159	1.329	8.693	80.514	1.273	95.03	42664.1	23.6	17004.3	243	568.1	383.8	94.4	0.664	0.064	5.17	5.666	0.052	0.626	3.587	1.997	1.089	0.195	837.57	8.2	0.929	0.056	50.286	31.112	12.435	50.296	2.51	0.19	2.3	13.2	9.46	0.16	74.1	27.6	296	"337.5"	"<llq"	407.5	116.5	1796	46.5	"14"	49.49783201	2.387205701	"<llq"	"<llq"	"<llq"	5502	2	1523	"<llq"	"<llq"	"<llq"	"<llq"	22236.5	0.59	0.24	2.01	50.8	1561	"3.5"	"<llq"	"<llq"	17	1600.5	"<llq"	"<llq"	89.5	"<llq"	1.26	0.23	0.41	2.49	2.52	0.086	8.75	22.7	39	"<llq"	"<llq"	33	"<llq"	2806	"<llq"	25.5	45.49059288	1.351958003	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3638	0.001	0.11	0.68	18.3	"596.5"	"2"	"<llq"	"<llq"	4.5	789.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Soil"	""
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Boniface Kingoku Plot 1"	"Boniface King'oku"	"M"	2	1	1	0	0	3	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1191	461.9444	1.256	30	"techjxf94bci83"	"Top"	0.11	11.39	0.381	0.3	4.893	9.699	149.47	2.242	114.84	89578.8	56.6	43384.9	484.3	640.3	868.5	122.9	1.714	0.132	9.44	5.988	0.076	0.776	10.857	7.673	2.625	0.182	1294.507	40	0.929	0.118	126.7	67.519	14.958	21.094	2.17	0.23	2.14	28.5	10.5	0.16	137	20.9	278	"213.5"	"<llq"	347.5	239	1793.5	36.5	"6.5"	49.91245218	2.399746404	"<llq"	"<llq"	"<llq"	6421	2	2188.5	"<llq"	"<llq"	"<llq"	"<llq"	18377	0.68	0.37	2.73	52.1	2387	"4"	"<llq"	"<llq"	16	1521	"<llq"	"<llq"	71.5	"<llq"	1.66	0.14	0.24	1.14	1.96	0.095	5.71	18.6	28.9	"<llq"	"<llq"	28.5	"<llq"	2966.5	"<llq"	23.5	42.10092364	1.466067126	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3063.5	0.001	0.068	0.001	4.21	"919.5"	"2"	"<llq"	"<llq"	4.00E+00	1130	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Boniface Kingoku Plot 2"	"Boniface King'oku"	"M"	2	1	1	0	0	3	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1192	329.7898	0.897	30	"techkma02plj84"	"Top"	0.12	6.938	0.296	0.21	4.643	8.236	148.937	1.736	104.696	81685.1	61.6	41924.3	505.3	670.6	771.5	119.3	1.537	0.118	9.49	6.017	0.067	0.652	10.448	7.822	2.605	0.158	1256.961	41.1	0.931	0.104	128.385	68.048	17.426	19.098	2.2	0.11	1.84	35.6	12.2	0.16	121	32	527	"467.5"	"<llq"	581	192	985.5	44	"13.5"	49.34992917	2.420109074	"<llq"	"<llq"	"<llq"	6695	2	2794.5	"<llq"	"<llq"	"<llq"	"<llq"	16855.5	0.77	0.35	1.79	249	2117	"3"	"<llq"	"2"	31.5	1434.5	"<llq"	"1"	87	"<llq"	1.57	0.21	0.35	2.68	2.93	0.098	8.6	23.3	36.5	"<llq"	"<llq"	33.5	"<llq"	3726	"<llq"	29.5	42.75378471	1.658519918	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4595	0.001	0.1	0.49	4.67	"1134.5"	"2"	"<llq"	"<llq"	7.00E+00	1185	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Japheth Muthosi"	"Japheth Muthosi"	"M"	5	1	1	0	3	3	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1186	793.4736	2.158	67.5	"techjft50mrh12"	"Top"	0.12	7.787	0.751	0.611	2.54	10.805	126.296	1.747	147.326	54017.3	36	28687.9	668.2	793.9	755.4	131.9	1.317	0.117	11.2	6.072	0.079	0.337	11.342	7.153	3.714	0.209	955.832	19.4	0.985	0.112	71.287	33.921	26.374	38.038	2.35	0.22	2.14	28.8	10.4	0.15	141	21.7	287	"214"	"<llq"	351.5	208.5	1917.5	54	"9.5"	49.88051079	2.396166279	"<llq"	"<llq"	"<llq"	6347.5	2	1662	"<llq"	"<llq"	"<llq"	"<llq"	19806	0.69	0.36	2.81	60.4	2353	"2.5"	"<llq"	"<llq"	15	1486	"<llq"	"1"	65.5	"<llq"	1.2	0.44	0.59	2.11	4.56	0.08	11.1	37	51.2	"<llq"	"<llq"	47.5	"6.5"	4580.5	"<llq"	41.5	45.67471664	1.421335577	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	4852.5	0.001	0.2	0.001	42.1	"1358.5"	"2"	"<llq"	"<llq"	4.00E+00	810	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Titus Mwendwa Plot 1"	"Titus Mwendwa"	"M"	3	1	1	0	1	2	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1170	855.7687	2.327	600	"techjnt94yvj48"	"Top"	0.12	30.892	0.673	0.328	2.089	8.438	100.716	2.51	120.906	53822.5	33.7	22529.3	519.1	811.5	614.7	110.6	1.182	0.085	9.55	6.298	0.105	0.561	11.457	8.316	1.799	0.177	1050.321	17.4	1.003	0.086	66.942	36.912	26.041	41.449	2.29	0.15	1.15	10.4	10	0.16	199	18.6	336	"354.5"	"<llq"	406.5	322	1274	48	"8"	50.01859891	2.358870257	"<llq"	"<llq"	"<llq"	6862.5	2	2105.5	"<llq"	"<llq"	"<llq"	"<llq"	9845	0.74	0.47	0.16	47.1	3107	"2"	"<llq"	"<llq"	25.5	1538	"<llq"	"1"	148	"<llq"	1.52	0.17	0.39	1.68	2.68	0.1	7.23	22.5	28.3	"<llq"	"<llq"	41.5	"<llq"	2257	"<llq"	27	44.63970976	1.371823011	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4216	0.001	0.089	0.001	17	"488.5"	"1.5"	"<llq"	"<llq"	5.00E+00	1169	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Titus Mwendwa Plot 2"	"Titus Mwendwa"	"M"	3	1	1	0	1	2	"Yes"	"Rainfed"	"None"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1191	1019.091	2.771	600	"techmdy76jzt46"	"Top"	0.11	14.309	0.857	0.411	1.804	12.805	103.296	2.087	129.487	63168.3	28.9	25254	425	640.1	683.1	117.7	1.052	0.105	8	5.877	0.092	0.592	8.559	5.304	2.409	0.193	989.236	16.5	1.02	0.104	81.081	33.74	18.439	41.117	2.29	0.2	1.98	18.4	8.54	0.14	99.7	23.6	259	"273.5"	"<llq"	339.5	161	1889	44.5	"13"	49.75227779	2.438732652	"<llq"	"<llq"	"<llq"	6002	2	2113	"<llq"	"<llq"	"<llq"	"<llq"	17828.5	0.62	0.36	2.36	59.5	2894	"2.5"	"<llq"	"1"	18	1370	"<llq"	"<llq"	71	"<llq"	1.72	0.23	0.34	2.47	3.05	0.11	6.91	20.9	25.8	"<llq"	"<llq"	32.5	"<llq"	3654.5	"<llq"	25	51.66919543	1.561239648	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3738.5	0.001	0.1	0.24	31	"1194"	"2"	"<llq"	"<llq"	2.00E+00	1013.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"David Muhendo Nthama"	"Magret Muhendo"	"F"	4	2	2	0	0	2.5	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1205	352.7156	0.959	22.5	"techlat94ojy36"	"Top"	0.08	10.076	0.241	0.129	0.885	5.247	89.147	1.739	94.599	43372.1	23.4	16056.5	322.2	557.5	403.7	101.1	0.451	0.037	5.38	6.422	0.049	0.403	3.416	2.139	0.946	0.117	709.216	10.2	1.021	0.034	37.453	31.244	19.914	47.142	2.42	0.24	1.9	38.6	10.9	0.16	180	20.2	279	"411.5"	"<llq"	399.5	264	1903	30	"6.5"	50.35390821	2.303599881	"<llq"	"<llq"	"<llq"	6507	2	2556	"<llq"	"<llq"	"<llq"	"<llq"	18867.5	0.75	0.49	1.97	58.3	2135.5	"3.5"	"<llq"	"1"	14	1534	"<llq"	"<llq"	78	"<llq"	1.94	0.27	0.45	2.66	2.59	0.097	9.22	22.6	33.9	"<llq"	"<llq"	49.5	"<llq"	4398	"<llq"	32.5	47.41693233	1.418753928	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	5315	0.001	0.11	0.001	41.6	"1303"	"1"	"<llq"	"<llq"	10	988.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Stephen Mbithoka"	"Nicholas Ndeti Mbithoka"	"M"	8	1	1	3	3	4	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Microfinance"	1183	0		15	"techkoz74jmv56"	"Top"	0.1	12.897	0.849	0.454	1.388	19.273	97.529	2.074	117.985	69811.1	30.4	28730.9	451.5	644.3	807.4	130.1	0.909	0.085	8.53	5.83	0.08	0.648	7.989	5.256	2.337	0.171	1039.152	19.4	1.035	0.088	79.938	35.216	18.059	46.043	2.15	0.26	1.45	22	10.6	0.16	131	18.3	241	"194"	"<llq"	302.5	210.5	2120.5	38.5	"9.5"	49.79685079	2.441570447	"<llq"	"<llq"	"<llq"	6741	2	4001	"<llq"	"<llq"	"<llq"	"<llq"	15201	0.74	0.71	1.97	46.7	4139	"2.5"	"<llq"	"1"	17.5	1539	"<llq"	"<llq"	87.5	"<llq"										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"C"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Benedict Sila"	"Benedict Sila"	"M"	6	1	1	0	4	2	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1181	341.3589	0.928	25.71	"techlku96vlj35"	"Top"	0.09	7.019	0.619	0.352	2.459	11.86	117.947	1.822	127.196	64428.6	28.2	27220.4	476.1	615	794.8	125.1	0.805	0.073	8.94	5.699	0.069	0.985	9.943	5.632	3.005	0.218	1102.725	18.1	1.041	0.063	93.619	47.525	20.626	29.268	2.47	0.2	2.21	35.8	10	0.15	122	31.3	319	"405.5"	"<llq"	570.5	179	1619	58	"12"	49.9883444	2.399410928	"<llq"	"<llq"	"<llq"	6755	2	1483.5	"<llq"	"<llq"	"<llq"	"<llq"	19448	0.75	0.32	1.16	135	2091	"3.5"	"<llq"	"<llq"	29	1480.5	"<llq"	"<llq"	74	"<llq"	1.57	0.15	0.25	1.47	2.54	0.098	5.8	14.6	22.1	"<llq"	"<llq"	21.5	"<llq"	3031	"<llq"	14	46.52927246	1.574145008	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	2198	0.001	0.064	0.001	50.5	"823.5"	"2"	"<llq"	"<llq"	5.00E+00	1086.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Stephen Mutie Sila"	"Stephen Mutie Sila"	"M"	4	1	1	0	2	2	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1173	557.8647	1.517	90	"techlip60viw52"	"Top"	0.1	8.422	0.808	0.607	4.156	14.162	148.931	1.993	131.417	80500	37.7	41883.4	772.2	771.8	1318.4	166.6	1.26	0.081	14.53	5.745	0.103	1.134	13.594	9.316	4.069	0.455	1414.126	30.2	1.051	0.078	142.237	64.223	17.642	16.301	2.26	0.19	2.05	20.3	9.14	0.14	96	22.2	251	"<llq"	"<llq"	319	164	1966.5	47	"20"	49.78883831	2.398188662	"<llq"	"<llq"	"<llq"	6517	2	2255.5	"<llq"	"<llq"	"<llq"	"<llq"	16438.5	0.59	0.29	2.29	65.7	3397.5	"3"	"<llq"	"<llq"	18.5	1353.5	"<llq"	"<llq"	76.5	"<llq"	1.57	0.27	0.33	2.44	2.82	0.099	10.4	22.6	27.7	"<llq"	"<llq"	29	"<llq"	4750	"<llq"	25	42.71714862	1.512497393	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4023	0.001	0.11	0.001	29.4	"1374"	"1.5"	"<llq"	"<llq"	3.00E+00	989.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Alphonce Mwendo Gitiku"	"Joyce Mwendo"	"F"	7	1	1	0	5	6	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Vision Fund"	1136	1216.2509	3.307	30	"techlvz80xwj57"	"Top"	0.09	6.733	0.874	0.613	1.793	15.478	135.758	1.903	107.968	87045.5	34.5	34792.4	497.8	500.9	1103.4	121.7	1.037	0.073	10.01	5.521	0.074	0.966	8.959	5.415	2.941	0.239	1261.631	24.2	1.051	0.075	93.821	44.096	16.209	43.575	2.14	0.14	2.4	12	8.2	0.15	75.1	21.1	273	"356.5"	"<llq"	387	134	1494.5	69	"11.5"	50.96781715	2.293094109	"<llq"	"<llq"	"<llq"	4709	2	1458.5	"<llq"	"<llq"	"<llq"	"<llq"	23177.5	0.48	0.23	0.29	53.5	1751	"2"	"<llq"	"1"	25.5	1457.5	"<llq"	"<llq"	86	"<llq"	1.61	0.25	0.41	1.4	3.42	0.094	7.47	21.4	30.4	"<llq"	"<llq"	36.5	"<llq"	3949	"<llq"	27	44.39916789	1.522637256	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4916.5	0.001	0.11	0.001	49.9	"900.5"	"2"	"<llq"	"<llq"	3.00E+00	867	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Martina Ndululu Kitiku Lai"	"Martina Ndululu Kitiku Lai"	"F"	14	1	1	0	12	4	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1193	688.2293	1.872	90	"techlqj18vxb83"	"Top"	0.09	20.696	0.259	0.127	1.405	5.991	81.251	1.577	136.644	34606.3	31.1	18095.4	372.5	544.2	362.1	104.2	0.571	0.044	5.89	6.175	0.051	0.787	4.345	2.537	1.091	0.097	586.811	12	1.051	0.039	38.974	21.231	21.666	60.919	2.34	0.18	2.32	12.7	9.56	0.16	76.4	24.3	269	"291.5"	"<llq"	327.5	125	1705	38	"15"	49.50545448	2.432550437	"<llq"	"<llq"	"<llq"	5265.5	2	1306.5	"<llq"	"<llq"	"<llq"	"<llq"	21193.5	0.53	0.23	0.84	62.3	1673.5	"3.5"	"<llq"	"1"	18	1606.5	"<llq"	"<llq"	93	"<llq"	1.13	0.37	0.43	2.72	3.35	0.11	13	30.3	34.1	"<llq"	"<llq"	30	"<llq"	5447	"<llq"	26	43.21308152	1.563829106	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	5123.5	0.001	0.14	0.001	22	"1667"	"2"	"<llq"	"<llq"	3.00E+00	989	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kyawango"	"Kwanguli"	"Albanus Kyalo"	"Albanus Kyalo"	"M"	4	1	1	0	2	1.25	"Yes"	"Both Rainfed and Irrigation"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1137	903.0664	2.456	90	"techltm98zyd71"	"Top"	0.08	20.547	0.396	0.166	1.334	6.576	92.398	1.736	120.626	29938.8	30.3	16154.6	509.3	478.2	387.5	96.7	0.468	0.038	7.15	6.659	0.074	0.523	5.862	3.271	1.478	0.271	497.676	10.4	1.053	0.037	14.952	17.954	17.808	66.442	2.66	0.2	2.05	24.6	9.59	0.15	111	29.9	317	"402.5"	"<llq"	379	165.5	1777.5	39.5	"18.5"	50.58504681	2.418547111	"<llq"	"<llq"	"<llq"	5619	2	1223.5	"<llq"	"<llq"	"<llq"	"<llq"	19116.5	0.58	0.28	1.79	160	2013.5	"2.5"	"<llq"	"<llq"	29	1466.5	"<llq"	"<llq"	57	"<llq"	1.68	0.23	0.42	2.64	3.29	0.11	8.67	27.8	31	"<llq"	"<llq"	32	"<llq"	3615.5	"<llq"	30.5	49.79848433	1.671952053	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4331.5	0.001	0.12	0.001	34.7	"1063"	"2.5"	"<llq"	"<llq"	7	1162.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Black Soil"	"Black Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kithiani"	"Joseph Ndunda Muyanga"	"Naumy Mumbus Ndunda"	"F"	7	1	3	0	3	0.5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Sacco"	1193	247.7443	0.674	180	"techpar67gch62"	"Top"	0.08	12.386	0.272	0.166	1.556	6.985	124.455	2.272	112.289	52588.7	23.5	18449.9	280.4	499.2	477.7	105.1	0.672	0.068	5.65	5.981	0.056	0.627	5.019	2.93	1.209	0.137	875.839	11.3	1.056	0.068	48.009	32.905	21.679	45.184	2.01	0.2	2.07	24.8	9.06	0.15	104	24.3	264	"198.5"	"<llq"	350.5	159	1671.5	34.5	"15"	48.83557252	2.367948832	"<llq"	"<llq"	"<llq"	5781	2	2061.5	"<llq"	"<llq"	"<llq"	"<llq"	19109.5	0.69	0.38	1.31	100	2655.5	"3"	"<llq"	"1.5"	33.5	1452.5	"<llq"	"1"	116.5	"<llq"	1.8	0.19	0.39	2.08	3.49	0.11	8.05	30	29.8	"<llq"	"<llq"	34.5	"<llq"	3341	"<llq"	31	46.8620622	1.579586706	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4168	0.001	0.1	0.67	29.6	"925"	"2"	"<llq"	"<llq"	6.00E+00	1112.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kithiani"	"Reuben Kieti Plot 1"	"Reuben Kieti"	"M"	11	1	1	5	4	3	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Table Banking"	1198	562.6177	1.53	135	"techoub52vst75"	"Top"	0.1	5.653	0.245	0.181	3.425	13.195	100.777	1.76	100.021	81129.2	44.7	31844.3	328.2	564.8	654.5	110	1.091	0.081	7.06	5.691	0.063	0.974	5.816	4.557	1.49	0.149	1268.091	26.4	1.065	0.073	122.131	65.232	16.013	30.397	2.45	0.17	2.22	12	8.95	0.16	67.4	23.2	251	"218.5"	"<llq"	411	129.5	1539.5	63	"11.5"	49.67979826	2.345922421	"<llq"	"<llq"	"<llq"	4880.5	2	1082	"<llq"	"<llq"	"<llq"	"<llq"	21328	0.49	0.21	0.45	48.7	1596	"2.5"	"<llq"	"1.5"	22.5	1482	"<llq"	"<llq"	88	"<llq"	1.63	0.21	0.39	1.75	3.92	0.087	8.29	25.1	68.4	"<llq"	"<llq"	38	"<llq"	2923	"<llq"	29.5	43.65207209	1.476658945	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"1"	"<llq"	3.5	"<llq"	3801	0.001	0.1	0.001	3.74	"614.5"	"1"	"<llq"	"<llq"	3.5	975	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kithiani"	"Reuben Kieti Plot 2"	"Reuben Kieti"	"M"	11	1	1	5	4	3	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Table Banking"	1193	684.7707	1.862	135	"techoyu25fdg38"	"Top"	0.08	5.652	0.282	0.123	1.025	6.101	92.211	1.473	98.342	33454.8	19.8	13540.5	245	537	305	96.3	0.474	0.042	4.59	5.951	0.046	0.386	4.013	2.553	1.005	0.116	675.442	6.9	1.065	0.038	41.051	28.618	25.256	46.799	2.29	0.19	2.06	32.8	9.89	0.15	114	30.2	308	"423"	"<llq"	379.5	163	1537.5	46	"20"	48.91992864	2.38010259	"<llq"	"<llq"	"<llq"	6207.5	2	1605	"<llq"	"<llq"	"<llq"	"<llq"	18248	0.71	0.33	1.14	134	1935	"1.5"	"<llq"	"1"	25.5	1340.5	"<llq"	"1"	93.5	"<llq"	1.27	0.18	0.37	1.99	2.81	0.075	6.7	19.2	28.7	"<llq"	"<llq"	31.5	"<llq"	3110	"<llq"	25	45.33801358	1.448759374	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4298	0.001	0.085	1.43	19.9	"617.5"	"2"	"<llq"	"<llq"	4.5	972.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kithiani"	"John Muania"	"Grace Mbithe Muania"	"F"	10	1	1	2	6	9	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"KWFT,Vision Fund"	1198	177.0556	0.481	22.5	"techoja41ngf54"	"Top"	0.09	10.644	0.301	0.203	1.242	6.955	132.054	2.112	112.15	37344.6	24.1	15735.8	284.7	584.9	346.5	102.6	0.858	0.073	5.39	5.936	0.057	0.369	5.198	3.214	1.217	0.123	748.115	8.5	1.077	0.062	47.644	29.116	26.791	48.459	2.44	0.16	1.38	11.9	10.8	0.17	167	23.7	531	"399"	"<llq"	467	250.5	1330.5	56.5	"8"	49.95873421	2.595658149	"<llq"	"<llq"	"<llq"	6737	2	2100	"<llq"	"<llq"	"<llq"	"<llq"	11798.5	0.74	0.42	0.35	48.3	2915	"3"	"<llq"	"1"	25	1541	"<llq"	"<llq"	145.5	"<llq"	1.35	0.23	0.39	0.93	3.11	0.1	8.49	22.7	33.5	"<llq"	"<llq"	33	"<llq"	4608	"<llq"	26	44.84415018	1.539314072	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4769	0.001	0.11	0.001	30.1	"1376"	"2"	"<llq"	"<llq"	9.5	1192.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kyangii"	"Juliana Muloki"	"Juliana Muloki"	"F"	3	0	1	0	2	2.5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Bank Loans"	1212	157.0827	0.427	0	"technmb37ync57"	"Top"	0.1	28.736	0.633	0.503	2.957	40.603	172.918	4.571	132.48	51252.3	30.9	23070.8	452.9	829.9	605.6	120.8	1.264	0.107	10.27	6.531	0.463	0.574	35.214	31.445	1.859	0.566	738.717	17.8	1.095	0.097	64.909	36.312	27.359	42.34	2.49	0.25	2.03	33.1	11.2	0.16	159	21.9	286	"292"	"<llq"	284	221.5	1974	34	"<llq"	49.64870993	2.414566762	"<llq"	"<llq"	"<llq"	6345	2	3822.5	"<llq"	"<llq"	"<llq"	"<llq"	17837.5	0.74	0.48	3.12	89.6	2976.5	"<llq"	"<llq"	"<llq"	13	1535.5	"<llq"	"<llq"	68.5	"<llq"	1.58	0.41	0.56	3.29	3.36	0.1	12.8	35.1	51.1	"<llq"	"<llq"	58	"7.5"	4701	"<llq"	45	46.42531199	1.608002197	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	6164.5	0.001	0.17	0.45	13.1	"1405"	"<llq"	"<llq"	"<llq"	15.5	1074.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Loamy Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kyangii"	"Antony Nzioki"	"Lucy Nzioki"	"F"	7	1	2	0	4	3	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1201	127.9982	0.348	45	"technje72qws25"	"Top"	0.08	8.202	0.435	0.332	2.162	10.735	110.66	2.291	169.241	41578.6	22.9	18057.9	318.4	601	430.3	105	1.006	0.087	6.73	5.965	0.072	0.627	6.361	4.056	1.748	0.193	820.849	8.3	1.1	0.074	49.611	29.064	24.826	49.532	2.37	0.13	2.07	13.8	8.4	0.16	69.3	27.6	312	"376"	"<llq"	501.5	107	1251.5	46	"19"	50.95574052	2.649784254	"<llq"	"<llq"	"<llq"	4755.5	2	1740.5	"<llq"	"<llq"	"<llq"	"<llq"	22005	0.45	0.17	0.13	56.8	1439	"2"	"<llq"	"<llq"	18.5	1744	"<llq"	"<llq"	51.5	"<llq"	1.71	0.25	0.47	3.35	6.88	0.11	10.5	28.5	33.7	"<llq"	"<llq"	36	"<llq"	3664.5	"<llq"	32	44.26527574	1.573667991	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4507.5	0.001	0.13	0.001	46.2	"1169"	"2"	"<llq"	"<llq"	8.00E+00	1110	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kyangii"	"Clement Munyau Mutuku Plot 1"	"Clement Munyau Mutuku"	"M"	7	1	2	0	4	3	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1223	425.9427	1.158	30	"techmlf04lpm65"	"Top"	0.08	7.962	0.309	0.154	1.244	6.682	90.221	2.119	126.933	32216.4	22.2	14593	332.9	601.6	347.7	93.5	0.739	0.057	5.93	6.021	0.07	0.326	4.631	3.044	1.174	0.15	637.55	7.2	1.1	0.048	34.608	26.496	22.213	52.387	2.22	0.18	1.95	19.5	9.91	0.15	94.8	22.4	252	"347"	"<llq"	332	162	1607	46.5	"11.5"	49.82227243	2.403052949	"<llq"	"<llq"	"<llq"	5786	2	1608.5	"<llq"	"<llq"	"<llq"	"<llq"	19066	0.57	0.26	2.18	49	1925.5	"2"	"<llq"	"1.5"	16	1464.5	"<llq"	"<llq"	68	"<llq"	1.45	0.32	0.65	2.14	3.54	0.095	11.2	32.7	38.8	"<llq"	"<llq"	47	"6"	3687	"<llq"	37.5	44.07065264	1.676156337	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	5512	0.001	0.17	0.92	47	"1068"	"1.5"	"<llq"	"<llq"	6.5	912	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kyangii"	"Clement Munyau Mutuku Plot 2"	"Clement Munyau Mutuku"	"M"	7	1	2	0	4	3	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1215	94.5753	0.257	30	"techqfe80yre35"	"Top"	0.06	7.126	0.306	0.127	1.088	5.535	75.156	2.108	93.406	38203.7	17.6	13167.1	248.3	489.6	348.9	95	0.437	0.037	5.11	6.067	0.051	0.348	4.067	2.646	1.002	0.133	692.496	6.2	1.102	0.035	37.94	27.155	21.832	50.069	2.12	0.21	1.97	27.2	8.43	0.14	110	29.7	276	"329"	"<llq"	396.5	167.5	1920	49.5	"16.5"	49.85160032	2.504038524	"<llq"	"<llq"	"<llq"	5389	2	421	"<llq"	"<llq"	"<llq"	"<llq"	18984	0.64	0.32	1.02	120	1986	"<llq"	"<llq"	"<llq"	18.5	1228	"<llq"	"<llq"	72	"<llq"	1.36	0.29	0.39	1.98	3.88	0.09	11.3	27.6	34.9	"<llq"	"<llq"	36	"5.5"	4447.5	"<llq"	30	46.41931665	1.669169228	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4563	0.001	0.13	1.59	23.6	"1397"	"2"	"<llq"	"<llq"	10.5	1097.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kangungu"	"Peter Kyalo Mua"	"Peter Kyalo Mua"	"M"	3	1	1	1	0	1.5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Farmers Sacco -SOFDEV"	1220	581.0736	1.58	180	"techtsv92axp24"	"Top"	0.08	9.247	0.818	0.59	1.506	13.161	96.871	1.759	111.629	58859.4	25.5	21524.7	569.4	540.2	770.5	113.1	0.641	0.053	10.84	6.362	0.098	0.655	9.216	5.385	2.754	0.39	927.855	13.9	1.104	0.046	36.462	33.766	18.789	48.688	2.37	0.12	1.7	23.7	9.39	0.14	120	27.4	623	"471"	"<llq"	560	175	1044.5	44.5	"14.5"	50.00434741	2.429959508	"<llq"	"<llq"	"<llq"	6630.5	2	483.5	"<llq"	"<llq"	"<llq"	"<llq"	15540	0.66	0.23	1.06	199	1808	"1.5"	"<llq"	"1"	28	1346.5	"<llq"	"<llq"	71.5	"<llq"	1.62	0.27	0.43	1.33	2.6	0.086	8.34	23.8	29.9	"<llq"	"<llq"	47	"8.5"	3909.5	"<llq"	40	44.93322575	1.440841804	"<llq"	"<llq"	"<llq"	"<llq"	1.5	"<llq"	"<llq"	"<llq"	3.5	"<llq"	5787	0.001	0.12	0.001	3.03	"1196.5"	"1.5"	"<llq"	"<llq"	6.00E+00	979.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kangungu"	"Stephen Kioko Muasa Plot 1"	"Stephen Kioko Muasa"	"M"	7	1	1	0	5	3.5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1214	1685.6687	4.584	108	"techtsx50tgo15"	"Top"	0.1	8.897	0.668	0.581	3.074	20.169	113.604	2.463	104.224	95386.8	34.5	38020.5	460.8	572.6	1197	127.2	1.082	0.074	9.7	5.419	0.066	1.31	8.729	6.025	2.843	0.39	1624.813	27.1	1.126	0.068	135.188	59.675	9.714	37.991	2.08	0.12	1.54	13.3	8.84	0.15	103	30.1	425	"485.5"	"<llq"	556	145.5	1114.5	53.5	"19"	50.14931328	2.367774001	"<llq"	"<llq"	"<llq"	5499.5	2	2005.5	"<llq"	"<llq"	"<llq"	"<llq"	14385	0.63	0.23	2.32	165	1607	"2"	"<llq"	"1"	19.5	1383	"<llq"	"<llq"	78	"<llq"	1.5	0.2	0.32	1.29	1.86	0.086	6.45	19.6	26	"<llq"	"<llq"	27.5	"<llq"	3788.5	"<llq"	25	42.47110858	1.575438562	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4140.5	0.001	0.093	0.001	3.31	"1055.5"	"2"	"<llq"	"<llq"	4.00E+00	1094	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kangungu"	"Stephen Kioko Muasa Plot 2"	"Stephen Kioko Muasa"	"M"	7	1	1	0	5	3.5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1220	531.278	1.445	108	"techubc14axf51"	"Top"	0.11	7.817	0.597	0.286	2.233	22.501	104.924	2.088	114.968	63482.7	28.1	22542.1	360.7	580.7	635.8	99.4	0.993	0.084	7.18	5.505	0.065	0.713	6.771	4.24	1.697	0.254	1010.341	14.9	1.139	0.079	74.398	36.372	12.394	39.278	2.31	0.16	1.65	13.9	10.8	0.2	111	35.9	550	"612.5"	"<llq"	594	145	1162	53.5	"22"	49.44299346	2.405812304	"<llq"	"<llq"	"<llq"	5027	2	1893	"<llq"	"<llq"	"<llq"	"<llq"	15208.5	0.63	0.29	3.19	184	1576.5	"2"	"<llq"	"1"	19.5	1463.5	"<llq"	"<llq"	67	"<llq"	1.48	0.21	0.36	1.21	2.24	0.085	7.85	25.5	29.5	"<llq"	"<llq"	38	"<llq"	3105	"<llq"	33.5	43.8958026	1.287183905	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	2.5	"<llq"	4498	0.001	0.12	0.001	4.69	"862"	"1.5"	"<llq"	"<llq"	5.00E+00	1051.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kanduu"	"David Kimeu Ngila"	"David Kimeu Ngila"	"M"	4	1	1	1	1	5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1208	361.716	0.984	160	"techqrz69lak76"	"Top"	0.1	7.067	0.879	0.353	2.04	10.284	138.072	1.9	120.046	51303.5	30.1	23689.5	396.8	587.9	579.9	106.5	0.94	0.082	7.85	5.755	0.064	0.655	6.439	4.247	2.085	0.171	935.644	13.4	1.153	0.074	69.952	33.791	15.084	41.933	2.29	0.19	1.94	28.3	9.1	0.14	111	30.6	267	"421.5"	"<llq"	344	157	1680.5	43	"20.5"	49.39007866	2.525616709	"<llq"	"<llq"	"<llq"	5870.5	2	1199.5	"<llq"	"<llq"	"<llq"	"<llq"	18794.5	0.62	0.31	1.45	134	1991.5	"2"	"<llq"	"<llq"	24.5	1389	"<llq"	"<llq"	75	"<llq"	1.69	0.14	0.41	1.3	3.2	0.099	6.38	23	40.1	"<llq"	"<llq"	33	"<llq"	2152.5	"<llq"	23	48.13832518	1.503198575	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	2.5	"<llq"	3811	0.001	0.079	0.32	39.3	"410"	"1.5"	"<llq"	"<llq"	4.00E+00	1185	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kanduu"	"Phidelis Simba Mutiso"	"Phidelis Simba Mutiso"	"M"	3	1	1	0	1	5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1199	341.2881	0.928	285	"techqkf86wki45"	"Top"	0.08	7.305	0.386	0.262	1.919	10.497	82.385	2.891	141.289	33594	25.7	19707.7	543	540.3	519.4	106	0.615	0.051	10.09	6.214	0.085	0.355	8.025	5.246	2.314	0.238	791.175	8.4	1.154	0.047	36.382	26.599	17.532	54.386	2.23	0.17	1.88	18.4	8.64	0.14	88.7	24.6	283	"400"	"<llq"	323	159.5	1480.5	42	"11.5"	48.22193702	2.45334299	"<llq"	"<llq"	"<llq"	5769	2	1595.5	"<llq"	"<llq"	"<llq"	"<llq"	19143.5	0.56	0.27	2.04	59.4	1914	"4"	"<llq"	"1"	16	1249.5	"<llq"	"<llq"	70.5	"<llq"	1.56	0.28	0.49	2.24	3.12	0.093	8.6	24.1	35.7	"<llq"	"<llq"	39.5	"<llq"	4458.5	"<llq"	31	50.62742643	1.730449749	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	5306	0.001	0.12	0.66	41.2	"1457"	"2"	"<llq"	"<llq"	9.00E+00	1106.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kanduu"	"Benard Mutua Mwania"	"Teresia Mwikali Mutua"	"F"	5	1	1	0	3	3	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1203	1386.1567	3.769	102.86	"techqjb93wre53"	"Top"	0.11	10.31	0.932	0.359	3.011	17.963	99.768	1.637	113.853	68564.8	35.5	29223.1	457.5	645	768.4	108.4	0.991	0.082	8.9	5.404	0.068	0.847	6.551	4.278	1.944	0.176	1131.561	18.9	1.158	0.075	79.244	60.435	9.78	32.156	2.25	0.18	1.86	27.6	9.46	0.13	105	30.5	340	"460"	"<llq"	424.5	158	1737	41.5	"22"	48.98672662	2.409146811	"<llq"	"<llq"	"<llq"	5875.5	2	1380.5	"<llq"	"<llq"	"<llq"	"<llq"	17214	0.65	0.3	0.81	144	2233	"3"	"<llq"	"1"	22	1311.5	"<llq"	"<llq"	102	"<llq"	1.65	0.28	0.4	1.28	3.21	0.099	10.4	24.3	32.3	"<llq"	"<llq"	40	"5"	4621	"<llq"	29.5	48.90360088	1.517794122	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	5454.5	0.001	0.12	0.001	23.9	"1357"	"2"	"<llq"	"<llq"	12.5	1067.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Myanyani"	"Kanduu"	"Teresia Mwikali Mutua"	"Teresia Mwikali Mutua"	"F"	4	1	1	0	2	10	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1233	9.4555	0.026	300	"techqfe81yre34"	"Top"	0.1	10.459	0.685	0.288	2.594	13.787	119.546	1.425	116.847	65624.6	25.2	23775.4	307.9	683.2	608.5	112.1	0.885	0.066	6.49	5.745	0.062	1.017	6.713	4.255	1.985	0.2	1110.021	14.8	1.164	0.058	87.283	41.707	16.513	41.686	2.35	0.12	1.73	21.5	9.66	0.14	112	27.9	520	"656"	"<llq"	575.5	161.5	1020.5	60	"10.5"	49.77285757	2.519409416	"<llq"	"<llq"	"<llq"	6042.5	2	245	"<llq"	"<llq"	"<llq"	"<llq"	16168	0.64	0.23	0.82	198	1592	"3"	"<llq"	"1.5"	29.5	1306.5	"<llq"	"<llq"	72.5	"<llq"	1.63	0.29	0.5	2.01	3.13	0.099	8.85	26.7	35.4	"<llq"	"<llq"	32	"<llq"	4205	"<llq"	25	46.83305925	1.605908936	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4600.5	0.001	0.13	0.62	33.1	"1013.5"	"2"	"<llq"	"<llq"	7.5	1070	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mbiuni"	"Mumbuni"	"Kanduu"	"Peter Muania Plot 1"	"Beth Muthoni Peter"	"F"	6	4	1	0	1	3	"Yes"	"Both Rainfed and Irrigation"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"ECLOF"	1210	819.9996	2.23	450	"techqxm21ixu24"	"Top"	0.1	22.557	0.426	0.2	1.213	7.438	92.21	2.215	125.683	34455.7	30.2	16688.6	533.5	588.6	441.2	104.5	0.494	0.041	7.85	6.545	0.073	0.237	5.673	3.208	1.425	0.141	529.742	11.3	1.172	0.039	16.708	18.812	14.436	62.22	2.26	0.24	1.75	22.6	10.5	0.16	124	22.5	260	"238"	"<llq"	285	165	1848	27.5	"10.5"	49.91556702	2.445704546	"<llq"	"<llq"	"<llq"	6168.5	2	2700.5	"<llq"	"<llq"	"<llq"	"<llq"	18374.5	0.74	0.57	2.33	49.3	2640.5	"2.5"	"<llq"	"1"	16.5	1431	"<llq"	"<llq"	72.5	"<llq"	1.81	0.37	0.58	2.41	3.48	0.091	12.2	33	42.3	"<llq"	"<llq"	52.5	"10"	3853	"<llq"	43	47.62773263	1.528779007	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5848.5	0.001	0.17	0.001	53.9	"1075"	"1.5"	"<llq"	"<llq"	7.00E+00	927	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Soil"	""
"Machakos"	"Mwala"	"Mbiuni"	"Mumbuni"	"Kanduu"	"Peter Muania Plot 2"	"Beth Muthoni Peter"	"F"	6	4	1	0	1	3	"Yes"	"Both Rainfed and Irrigation"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"ECLOF"	1251	728.1851	1.98	450	"techrik08ezg17"	"Top"	0.1	20.094	0.45	0.356	1.86	10.086	100.501	4.911	181.487	33590.9	32.4	19230.9	676.6	598.2	503.9	105.9	0.82	0.055	10.6	6.233	0.09	0.307	9.462	5.866	2.817	0.225	733.3	10.9	1.188	0.054	24.278	20.712	14.538	61.417	2.27	0.18	1.94	28.5	9.24	0.14	124	28.1	289	"364"	"<llq"	343	176.5	1565	29.5	"18.5"	49.02729854	2.410581703	"<llq"	"<llq"	"<llq"	5974.5	2	1578	"<llq"	"<llq"	"<llq"	"<llq"	17790.5	0.65	0.33	0.72	112	2492	"3.5"	"<llq"	"<llq"	24	1275	"<llq"	"1"	81.5	"<llq"	1.87	0.34	0.49	2.58	4.06	0.11	10.3	28.5	32.9	"<llq"	"<llq"	33	"<llq"	4025	"<llq"	26.5	47.05373277	1.585156552	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4628	0.001	0.15	0.001	27.5	"1306"	"2"	"<llq"	"<llq"	2.5	944	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Greyish Black Soil"	"Black Soil"
"Machakos"	"Mwala"	"Mbiuni"	"Mumbuni"	"Kanduu"	"Alexander Nguli Kithitu"	"Morris Mwema Kavwaa"	"M"	13	4	6	2	1	2	"Yes"	"Both Rainfed and Irrigation"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Wholesale and Retail"	"Own Finances"	1216	540.6728	1.47	180	"techptr38qmp15"	"Top"	0.1	11.406	0.28	0.079	0.879	5.74	88.711	1.199	102.784	23787.5	27.6	14335.4	380.2	598.7	274.1	97.9	0.509	0.042	5.71	6.209	0.059	0.212	4.993	3.033	1.058	0.119	481.422	7.6	1.188	0.04	24.046	23.545	18.197	61.006	2.47	0.19	1.97	30.9	9.86	0.14	120	29.3	304	"326.5"	"<llq"	325	166.5	1509	40	"14"	49.30986819	2.365176622	"<llq"	"<llq"	"<llq"	5711	2	850	"<llq"	"<llq"	"<llq"	"<llq"	16477.5	0.66	0.32	1.13	133	1956.5	"<llq"	"<llq"	"1"	26	1393.5	"<llq"	"<llq"	62	"<llq"	1.85	0.4	0.48	2.84	4.23	0.095	15.1	35	39.5	"<llq"	"<llq"	48.5	"12"	6160.5	"<llq"	45.5	51.1520582	1.924982889	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	6460	0.001	0.16	0.85	27.6	"1651.5"	"2"	"<llq"	"<llq"	2.5	987	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Greyish Black Soil"	"Black Soil"
"Machakos"	"Mwala"	"Mbiuni"	"Mumbuni"	"Ndumbuli"	"Patricia Nduku Mutisya Plot 1"	"Joseph Kilei"	"M"	6	2	2	0	2	4	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Vision Fund"	1205	247.1982	0.672	225	"techpqu37czn65"	"Top"	0.11	8.194	0.835	0.506	3.214	17.339	103.222	1.845	110.668	77795.6	34.2	33191.5	392.4	567.4	845.4	133.8	0.95	0.094	7.74	5.706	0.078	1.053	7.639	4.965	2.536	0.304	1128.253	23.6	1.196	0.088	99.058	49.205	15.608	39.671	2.34	0.19	2.05	33.4	10.2	0.15	115	32.3	314	"421.5"	"<llq"	395.5	168	1658	34.5	"18"	50.20956311	2.480598612	"<llq"	"<llq"	"<llq"	5876.5	2	1270.5	"<llq"	"<llq"	"<llq"	"<llq"	18173.5	0.71	0.33	1.17	157	1977	"2.5"	"<llq"	"1"	29.5	1333	"<llq"	"<llq"	79.5	"<llq"	1.12	0.19	0.41	2.01	2.92	0.089	6.58	24.6	28.7	"<llq"	"<llq"	35.5	"<llq"	3007.5	"<llq"	30	46.78210112	1.428632981	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4078	0.001	0.097	0.001	37	"717.5"	"1.5"	"<llq"	"<llq"	4.00E+00	1015.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mbiuni"	"Mumbuni"	"Ndumbuli"	"Patricia Nduku Mutisya Plot 2"	"Joseph Kilei"	"M"	6	2	2	0	2	4	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Vision Fund"	1190	277.3547	0.754	225	"techpdi76pwv43"	"Top"	0.1	6.432	0.265	0.174	2.473	10.093	113.852	1.683	111.4	69980.5	29.7	24677.2	373	657	652.7	104.5	0.978	0.074	7.57	5.625	0.072	0.896	6.739	4.291	1.832	0.16	1030.989	16.6	1.202	0.072	108.154	44.309	15.883	40.058	2.17	0.17	1.97	15.5	6.55	0.11	57.1	27.1	362	"471"	"<llq"	415	93.5	1732	55	"21.5"	50.14922841	2.344771446	"<llq"	"<llq"	"<llq"	4957.5	2	1292.5	"<llq"	"<llq"	"<llq"	"<llq"	20618.5	0.43	0.2	1.68	88.9	1807.5	"<llq"	"<llq"	"1"	18.5	1349	"<llq"	"<llq"	71	"<llq"	1.68	0.24	0.34	2.1	2.52	0.09	8.46	22.9	33.3	"<llq"	"<llq"	42.5	"5"	4737.5	"<llq"	32	50.1635391	1.757644289	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	5552	0.001	0.1	0.61	20.2	"1285.5"	"2"	"<llq"	"<llq"	10.5	1050	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mbiuni"	"Mumbuni"	"Ndumbuli"	"Simon Mutua Mutuku"	"Margret Mutua"	"F"	5	1	1	0	3	4	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1199	448.828	1.221	108	"techpgs45wpz32"	"Top"	0.11	14.402	0.806	0.434	3.042	15.387	121.921	2.2	117.998	70288	29	25173.8	334.9	617.7	681.3	105.1	1.098	0.104	6.95	5.336	0.094	0.82	7.083	4.794	1.758	0.313	1106.967	16.3	1.202	0.097	93.365	53.848	12.266	41.181	2.25	0.17	2.29	12.6	9.51	0.16	78.5	24	277	"323.5"	"<llq"	317	117	1710	42.5	"14"	50.43578868	2.420462274	"<llq"	"<llq"	"<llq"	5226	2	1303	"<llq"	"<llq"	"<llq"	"<llq"	21457	0.53	0.24	0.55	53.3	1602	"1.5"	"9136.5"	"1"	18.5	1648.5	"<llq"	"<llq"	89.5	"<llq"	1.85	0.53	0.57	4.48	4.21	0.11	18.8	43.2	46	"<llq"	"<llq"	51	"14.5"	6979	"<llq"	50	47.28269641	1.675343779	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4.5	"<llq"	7684	0.001	0.2	1.06	8.54	"2594.5"	"2"	"<llq"	"<llq"	2.00E+00	1079	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mbiuni"	"Mumbuni"	"Kamuya"	"Peter Nguyi"	"Elizabeth Ndunge"	"F"	4	1	1	2	0	4	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1225	914.3119	2.486	180	"techpsh13cpg61"	"Top"	0.07	8.286	0.198	0.148	1.457	9.534	92.666	1.394	98.257	38655.2	19.3	14931.3	193.6	567.9	323.7	99.3	0.567	0.059	4.49	5.492	0.055	0.773	3.464	1.939	0.961	0.171	814.356	6.4	1.204	0.056	59.24	32.138	18.042	48.004	2.48	0.16	1.2	10.1	11	0.17	203	20	342	"282"	"<llq"	364.5	293	1234	40.5	"7.5"	50.65433167	2.351782286	"<llq"	"<llq"	"<llq"	6434	2	1895.5	"<llq"	"<llq"	"<llq"	"<llq"	10359.5	0.75	0.49	0.001	48.1	2964	"<llq"	"<llq"	"1.5"	25	1413	"<llq"	"<llq"	137	"<llq"	1.12	0.3	0.5	2	2.92	0.09	9.18	33.4	32.3	"<llq"	"<llq"	37.5	"<llq"	4461.5	"<llq"	38.5	45.24693309	1.528397798	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4620	0.001	0.15	0.38	38.3	"1608"	"2"	"<llq"	"<llq"	5.00E+00	1036.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy Loam"	"Red Soil"
"Machakos"	"Yatta"	"Kinyaata"	"Mathingau"	"Kavete"	"Boniface Wambua"	"Boniface Wambua"	"M"	4	1	1	2	0	4	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Interested in financing but no access"	1176	915.8288	2.49	157.5	"tecagt81gkx84"	"Top"	0.13	9.23	1.181	1.733	3.357	63.57	145.296	1.68	75.232	36489.8	39.7	42882.7	2317.6	581.4	2144.4	182	1.803	0.079	95.41	8.286	0.534	0.23	75.764	56.795	11.78	0.873	483.613	44.1	1.204	0.076	103.851	74.519	15.248	7.742	2.03	0.12	1.8	36.7	12.3	0.15	126	32.6	504	"505"	"<llq"	604	185	943.5	43	"16.5"	49.01752347	2.579016127	"<llq"	"<llq"	"<llq"	6965.5	2	2454.5	"<llq"	"<llq"	"<llq"	"<llq"	16170.5	0.78	0.35	1.65	250	2431.5	"3.5"	"<llq"	"1.5"	28	1591.5	"<llq"	"1"	97	"<llq"	1.85	0.28	0.48	3.35	3.42	0.1	8.98	28.1	34.8	"<llq"	"<llq"	34	"<llq"	4221	"<llq"	26	47.88480118	1.540524609	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4614.5	0.001	0.12	0.96	43.2	"1112"	"2"	"<llq"	"<llq"	2.00E+00	1097	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Red Soil"	"Red Soil"
"Machakos"	"Yatta"	"Ndalani"	"Ndalani"	"Kivingoni"	"Ann Kiilu"	"Ann Kiilu"	"F"	8	1	2	0	5	6.8	"Yes"	"Both Rainfed and Irrigation"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1171	344.6051	0.937	0	"tecahu91hfy47"	"Top"	0.11	6.039	0.318	0.24	2.511	9.996	92.697	1.075	125.949	51443.9	32.8	25112.7	593.5	600.2	691.4	113.4	0.973	0.065	10.43	5.881	0.052	0.53	9.377	5.167	2.926	0.249	965.692	16.3	1.211	0.062	65.525	35.006	21.507	41.076	2.48	0.11	1.88	31	10.8	0.14	120	31.4	555	"543.5"	"<llq"	636.5	178	1073	62	"22.5"	46.15683663	2.446896304	"<llq"	"<llq"	"<llq"	6173	2	792.5	"<llq"	"<llq"	"<llq"	"<llq"	17945.5	0.67	0.32	0.72	224	1965.5	"<llq"	"<llq"	"<llq"	25	1382	"<llq"	"<llq"	62.5	"<llq"	1.7	0.22	0.45	2.09	3.53	0.1	8.5	26.2	29.5	"<llq"	"<llq"	39	"<llq"	3515	"<llq"	30.5	46.02978479	1.584765838	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	4348	0.001	0.12	0.48	37.4	"1073.5"	"2"	"<llq"	"<llq"	8.00E+00	1058.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy"	""
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Muamba"	"Geoffrey Kimeu Wambua"	"Geoffrey Kimeu Wambua"	"M"	2	1	1	0	0	5.3	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Own Finances"	1199	1082.1243	2.943	154.29	"technqba52tdi17"	"Top"	0.11	14.585	0.318	0.164	2.183	7.502	105.835	1.311	162.117	43978.5	37.2	21954.3	483.7	795.4	471.9	117.4	0.934	0.06	8.18	6.084	0.059	0.623	7.001	4.601	1.882	0.132	765.343	14.6	1.218	0.051	59.484	28.274	18.139	48.952	2.31	0.11	1.59	47.4	9.98	0.13	124	35.7	477	"430"	"<llq"	485	169.5	960	46	"23.5"	48.84729142	2.571704956	"<llq"	"<llq"	"<llq"	6722.5	2	974.5	"<llq"	"<llq"	"<llq"	"<llq"	15286	0.77	0.41	1.69	196	2190	"3.5"	"<llq"	"1"	34	1307	"<llq"	"1"	68.5	"<llq"	1.43	0.37	0.49	2.92	3.84	0.093	12.9	40.5	50.7	"<llq"	"<llq"	58	"7"	4586.5	"<llq"	44	49.91119223	1.512779135	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	2.5	"<llq"	5485.5	0.001	0.17	0.88	35.7	"1242"	"2"	"<llq"	"<llq"	14.5	961.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy"	""
"Machakos"	"Masinga"	"Ekalakala"	"Ikaatini"	"Ithanga"	"Agnes Mutindi Muoki"	"Agnes Mutindi Muoki"	"F"	4	1	1	0	2	0	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Own Finances"	1167	551.7868	1.5	30	"technoem97cjg14"	"Top"	0.1	8.272	0.656	0.441	4.795	15.517	108.786	1.969	139.536	72813.3	44.1	37383.2	646.6	810.1	974.8	128.3	1.475	0.093	12.22	6.01	0.113	1.025	12.61	7.42	3.574	0.225	1271.944	25	1.224	0.087	111.148	61.578	15.283	19.601	2.76	0.22	2.25	20.3	10.8	0.15	144	34.4	400	"494.5"	"<llq"	473.5	222	1942	60	"24.5"	49.13641187	2.768260343	"<llq"	"<llq"	"<llq"	5528	2	870.5	"<llq"	"<llq"	"<llq"	"<llq"	21753.5	0.59	0.21	2.03	147	1562	"3"	"<llq"	"1"	16	1433.5	"<llq"	"<llq"	91	"<llq"	1.49	0.28	0.49	2.28	3.48	0.079	10.5	30.1	39.3	"<llq"	"<llq"	44	"6.5"	3331	"<llq"	33.5	50.71890609	1.513406395	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5219.5	0.001	0.14	0.43	28.2	"915"	"2"	"<llq"	"<llq"	6.00E+00	887.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Masinga"	"Ekalakala"	"Ikaatini"	"Mikuyu"	"Musyoka Mulinge"	"Musyoka Mulinge"	"M"	3	1	1	0	1	2	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1092	0		18	"tecaot89dbg36"	"Top"	0.11	9.811	0.712	0.636	9.533	27.727	259.044	1.836	109.298	85925.5	96.9	83035.7	1143.8	710.4	1822.4	161.8	1.73	0.11	17.95	6.042	0.119	0.661	19.766	12.237	6.589	0.838	1539.337	66	1.225	0.111	140.517	77.948	12.664	11.087										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Masinga"	"Ekalakala"	"Ekalakala"	"Ngomano"	"Michael Ndolo"	"Michael Ndolo"	"M"	4	1	1	2	0	4	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Retail"	"Own Finances"	1140	1447.8046	3.937	27	"technnwv75uex34"	"Top"	0.08	14.453	1.719	6.286	9.263	128.941	201.51	1.976	113.171	52254.7	55.3	51741.4	3392.9	377.2	2269.3	164.4	1.569	0.096	81.25	7.834	0.49	0.386	51.633	31.598	15.372	2.246	866.881	35	1.229	0.092	103.55	76.285	14.369	10.324	2.38	0.21	2.09	25.8	9.35	0.16	111	27.1	324	"246"	"<llq"	345	141	1745.5	43	"21"	49.08666719	2.394811518	"<llq"	"<llq"	"<llq"	6113	2	1142	"<llq"	"<llq"	"<llq"	"<llq"	18737	0.72	0.4	1.24	103	2505.5	"<llq"	"<llq"	"<llq"	30	1594	"<llq"	"<llq"	92.5	"<llq"	1.28	0.26	0.45	4.27	3.59	0.093	9.47	41.2	39.1	"<llq"	"<llq"	51	"7"	3279.5	"<llq"	47.5	51.44189525	1.591754664	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4512.5	0.001	0.15	1.31	29.1	"1060.5"	"1.5"	"<llq"	"<llq"	18.5	1044	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Masinga"	"Ekalakala"	"Ekalakala"	"Mukayauni"	"Elijah Muli Nzivo Plot 1"	"Elijah Muli Nzivo"	"M"	3	1	2	0	0	1	"Yes"	"Both Rainfed and Irrigation"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1089	1027.1914	2.793	150	"technoym59hej42"	"Top"	0.1	7.174	0.588	0.489	4.951	15.981	158.496	1.752	104.443	90302.6	77.5	58460.7	670.1	627	1294.5	133.8	1.311	0.084	12.36	5.585	0.057	1.189	9.913	6.577	3.204	0.251	1459.064	45.9	1.235	0.078	128.547	64.743	10.181	27.082	2.05	0.14	1.61	14.2	9.82	0.18	113	33.9	550	"600.5"	"<llq"	533	147	1307.5	40	"24"	49.30034805	2.341114324	"<llq"	"<llq"	"<llq"	5639.5	2	1631	"<llq"	"<llq"	"<llq"	"<llq"	14599.5	0.66	0.27	2.58	177	1599.5	"2"	"<llq"	"<llq"	16	1501	"<llq"	"<llq"	64.5	"<llq"	1.58	0.28	0.39	3.34	2	0.12	11.1	35.8	62.8	"<llq"	"<llq"	49	"10"	4443	"<llq"	60	51.98446853	1.654076957	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5760.5	0.001	0.14	0.6	26.1	"1569"	"2"	"<llq"	"<llq"	4.5	1124	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Masinga"	"Ekalakala"	"Ekalakala"	"Mukayauni"	"Elijah Muli Nzivo Plot 2"	"Elijah Muli Nzivo"	"M"	3	1	2	0	0	1	"Yes"	"Both Rainfed and Irrigation"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1096	520.437	1.415	150	"technoxr06fnr25"	"Top"	0.09	18.423	1.708	1.888	7.208	40.958	231.841	1.35	113.383	53381.7	67.1	49931.4	3125.2	458.3	1942.5	175.6	1.732	0.102	66.75	7.856	0.357	0.212	54.642	35.33	12.259	1.769	877.143	40.1	1.238	0.107	110.982	75.49	17.216	7.368	2.3	0.18	2.03	41.7	10.9	0.14	115	32.7	325	"386.5"	"<llq"	379	173.5	1419	33.5	"16"	48.79593559	2.346274097	"<llq"	"<llq"	"<llq"	7357	2	1768.5	"<llq"	"<llq"	"<llq"	"<llq"	16439	0.81	0.37	1.47	152	2765	"4.5"	"<llq"	"1"	27	1467	"<llq"	"1"	89	"<llq"	1.29	0.32	0.53	4.89	4.7	0.12	10.4	55.9	50	"<llq"	"<llq"	58.5	"6.5"	3636	"<llq"	62	50.0011458	1.403617059	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5341.5	0.001	0.19	1.77	38.3	"1141"	"2"	"<llq"	"<llq"	23	1205.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Ndalani"	"Ndalani"	"Mbembani"	"Alphonce Maeke"	"Alphonce Maeke"	"M"	3	2	1	0	0	1	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1115	0		50	"tecatr03knf32"	"Top"	0.09	13.974	0.881	0.698	2.119	11.511	112.233	2.154	119.015	70162.6	32	31722.5	633.9	587.5	1042.3	118.1	1.02	0.099	11.8	6.169	0.09	0.438	11.684	7.732	3.645	0.216	1069.604	20.2	1.255	0.101	79.398	31.547	16.905	51.829	2.29	0.17	2.09	35.8	10.3	0.14	108	29.9	308	"347.5"	"<llq"	362	155	1455.5	44.5	"15.5"	49.81448177	2.435382537	"<llq"	"<llq"	"<llq"	6400	2	2002.5	"<llq"	"<llq"	"<llq"	"<llq"	18562	0.74	0.34	1.19	133	2249.5	"4"	"<llq"	"1.5"	28	1370.5	"<llq"	"<llq"	86.5	"<llq"										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"C"	"A"	"Sandy"	""
"Machakos"	"Yatta"	"Ndalani"	"Ndalani"	"Kwa Ndula"	"Katu Mutisya"	"Katu Mutisya"	"M"	3	1	1	0	1	2	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1182	589.1437	1.602	0	"tecavr48tak52"	"Top"	0.08	15.015	0.193	0.07	0.669	5.087	51.426	1.273	78.548	25640.1	22.3	11795.2	283.1	367.2	252.3	90.6	0.372	0.025	4.07	6.185	0.057	0.26	2.971	2.269	0.671	0.125	500.264	6.4	1.257	0.022	16.914	23.05	17.782	60.72	2.58	0.2	2.19	21.8	10.2	0.14	178	32.5	433	"471"	"<llq"	343	171	1809	49	"28"	48.75686009	2.60179566	"<llq"	"<llq"	"<llq"	5778	2	830.5	"<llq"	"<llq"	"7.5"	"<llq"	21820	0.61	0.2	1.43	152	1679	"<llq"	"<llq"	"<llq"	11.5	1374	"<llq"	"<llq"	53	"<llq"	1.32	0.3	0.51	3.18	3.29	0.072	11.1	45.1	34.8	"<llq"	"<llq"	45	"7.5"	3498.5	"<llq"	52.5	49.40053664	1.443496133	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5247	0.001	0.15	0.4	21.4	"822"	"1"	"<llq"	"<llq"	8.5	821.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy"	""
"Machakos"	"Yatta"	"Ndalani"	"Ndalani"	"Kwa Ndula"	"Peter Mutisya Plot 1"	"Virginia Wayua"	"F"	9	3	4	0	2	10	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Do not buy inputs"	1187	321.5175	0.874	0	"tecaxg03onh15"	"Top"	0.06	11.334	0.209	0.063	0.586	4.718	53.514	1.265	74.406	26509.3	18.5	11218.3	239	311.4	253	82.4	0.311	0.019	3.81	6.162	0.051	0.288	2.907	1.832	0.647	0.133	544.801	5.5	1.257	0.017	26.741	23.797	19.064	59.594	2.36	0.18	2.02	33	10.2	0.15	114	30.6	366	"446"	"<llq"	407	174.5	1591.5	37.5	"15.5"	49.22210725	2.425410487	"<llq"	"<llq"	"<llq"	6391.5	2	1610.5	"<llq"	"<llq"	"<llq"	"<llq"	18521.5	0.73	0.32	1.13	129	1924.5	"3"	"<llq"	"<llq"	27	1466	"<llq"	"<llq"	91.5	"<llq"	1.51	0.31	0.51	3.9	3.33	0.11	10.7	35.5	38.6	"<llq"	"<llq"	43	"7"	3256	"<llq"	44.5	51.08378362	1.565833066	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"1"	"<llq"	3	"<llq"	4796	0.001	0.17	0.26	19.5	"731"	"1"	"<llq"	"<llq"	9.00E+00	907	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy"	""
"Machakos"	"Masinga"	"Ekalakala"	"Ekalakala"	"Kwa Ndula"	"Peter Mutisya Plot 2"	"Virginia Wayua"	"F"	9	3	4	0	2	10	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Do not buy inputs"	1119	703.9244	1.914	0	"tecbap42esa16"	"Top"	0.08	11.146	1.705	3.324	8.845	45.62	178.549	1.779	105.542	52510.7	54	56786.4	3003.1	448.4	2211.8	157.8	1.563	0.085	68.21	7.939	0.315	0.52	48.503	25.598	12.87	1.172	830.528	35.3	1.259	0.08	106.412	73.95	14.611	11.66	2.31	0.17	1.92	29.6	9.22	0.14	114	26.2	280	"452"	"<llq"	277	123	1463.5	28	"21.5"	48.55187271	2.38830801	"<llq"	"<llq"	"<llq"	5892	2	1689.5	"<llq"	"<llq"	"5"	"<llq"	17776.5	0.65	0.31	1.01	127	1987	"<llq"	"<llq"	"<llq"	20	1441	"<llq"	"<llq"	57.5	"<llq"	1.44	0.35	0.51	2.92	2.97	0.09	13	43.7	36.1	"<llq"	"<llq"	51	"10.5"	4525	"<llq"	59.5	51.32268949	1.539483215	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5999	0.001	0.17	0.31	43.7	"1298.5"	"1.5"	"<llq"	"<llq"	8.5	916	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Masinga"	"Ekalakala"	"Ekalakala"	"Kyeni"	"Antony Mutua"	"Antony Mutua"	"M"	5	1	2	0	3	9	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1103	785.2923		45	"technphq83zuv57"	"Top"	0.08	7.849	1.29	1.196	8.806	31.664	225.872	1.48	135.574	59655.9	61.2	57026.6	2319.2	417.8	1899.1	172.8	1.32	0.09	47.03	7.141	0.22	0.351	43.249	25.086	11.232	1.038	900.794	36.6	1.274	0.088	90.742	73.267	16.813	12.397	2.32	0.12	1.69	22	9.26	0.13	116	26	558	"725"	"<llq"	610	174.5	1085.5	69	"13.5"	50.02577339	2.504130284	"<llq"	"<llq"	"<llq"	6329	2	267	"<llq"	"<llq"	"<llq"	"<llq"	16453.5	0.66	0.23	0.76	203	1429	"2.5"	"<llq"	"1.5"	30	1338.5	"<llq"	"<llq"	72.5	"<llq"	1.74	0.38	0.58	3.3	4.34	0.095	11.7	49.5	50	"<llq"	"<llq"	65.5	"9"	3901	"<llq"	60.5	50.55673014	1.514533809	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	2.5	"<llq"	5479	0.001	0.2	1.36	42.7	"1269.5"	"1.5"	"<llq"	"<llq"	25	974.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Ndalani"	"Ndalani"	"Kivingoni"	"Margret Wavinya"	"Margret Wavinya"	"F"	4	1	2	0	1	1.5	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1182	185.9953	0.506	18	"tecbfd28dhm14"	"Top"	0.06	11.806	0.211	0.082	0.593	4.408	48.86	1.506	84.067	25728.2	22.1	11788.1	347.1	411.7	295.6	83.2	0.39	0.026	5.27	6.385	0.061	0.273	4.051	2.436	0.8	0.112	460.201	5.6	1.284	0.024	11.7	17.747	19.899	65.496	2.09	0.15	1.94	23.4	7.86	0.13	85	25.5	305	"407.5"	"<llq"	296	126	1391.5	24.5	"15.5"	50.04155714	2.422108853	"<llq"	"<llq"	"<llq"	5662	2	1655	"<llq"	"<llq"	"<llq"	"<llq"	19547.5	0.56	0.26	1.11	113	2038.5	"<llq"	"<llq"	"<llq"	22.5	1368.5	"<llq"	"1"	59.5	"<llq"	1.57	0.25	0.53	2.34	3.66	0.094	8.73	32.1	83	"<llq"	"<llq"	41.5	"4.5"	3459.5	"<llq"	39	51.9597518	1.64177277	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	5149	0.001	0.13	0.79	53.2	"1161"	"2"	"<llq"	"<llq"	5.00E+00	1063	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy"	""
"Machakos"	"Masinga"	"Ekalakala"	"Ikaatini"	"Kwa Mulinda"	"Patrick Nzioka Kisilu"	"Patrick Nzioka Kisilu"	"M"	6	1	1	0	4	2	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1150	217.426	0.591	0	"tecbos87wkd81"	"Top"	0.07	8.37	0.36	0.07	0.95	6.153	94.153	1.424	98.705	34645.1	20.9	15540.7	384.9	440.5	413.6	100.9	0.404	0.032	6.29	6.306	0.063	0.325	4.67	2.916	1.238	0.175	657.051	8.1	1.289	0.031	19.517	22.244	17.078	60.858	2.1	0.13	2.22	18.4	6.9	0.13	144	18.1	322	"488"	"<llq"	322	162.5	1192.5	39	"14.5"	47.97936832	2.210114069	"<llq"	"<llq"	"<llq"	4502	2	140.5	"<llq"	"<llq"	"<llq"	"<llq"	20264.5	0.5	0.25	0.97	156	1825	"<llq"	"<llq"	"<llq"	10.5	1220	"<llq"	"<llq"	26.5	"<llq"	1.5	0.19	0.44	2.14	2.96	0.093	8.18	25.3	34.1	"<llq"	"<llq"	36	"<llq"	2734	"<llq"	27.5	43.3572763	1.390686139	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3505	0.001	0.1	0.001	47.3	"646.5"	"2"	"<llq"	"<llq"	3.00E+00	1005	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy"	""
"Machakos"	"Masinga"	"Ekalakala"	"Ikaatini"	"Kakongo"	"Jacob Makau Mwatu Plot 1"	"Evelyne Makau"	"F"	4	1	1	0	2	3	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Retail"	"Own Finances"	1126	0		180	"tecbtu94rlt58"	"Top"	0.09	7.06	0.772	0.396	1.793	10.089	102.025	1.392	122.624	57735.5	33	25819.2	581.6	608.3	783.4	99.7	1.012	0.075	10.51	5.946	0.071	0.438	9.224	5.45	3.142	0.188	966.278	15.6	1.302	0.078	52.97	33.209	20.098	46.701	1.66	0.16	1.95	16	6.96	0.12	53.6	25.9	338	"404.5"	"<llq"	438	87.5	1409	60	"14"	49.2480385	2.328398728	"<llq"	"<llq"	"<llq"	4406	2	1324.5	"<llq"	"<llq"	"<llq"	"<llq"	18442	0.45	0.23	2.05	66.9	1396.5	"3.5"	"<llq"	"<llq"	18	1100.5	"<llq"	"<llq"	80	"<llq"										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"C"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Masinga"	"Ekalakala"	"Ekalakala"	"Kakongo"	"Jacob Makau Mwatu Plot 2"	"Evelyne Makau"	"F"	4	1	1	0	2	1	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Retail"	"Own Finances"	1099	573.9744	1.561	180	"teccgw15euy87"	"Top"	0.09	17.083	1.725	8.834	8.281	161.82	206.478	1.397	126.754	52148.9	61.5	57223.9	4083.1	404.7	2464.7	184	1.714	0.094	84.84	7.536	1.326	0.365	57.289	31.495	22.096	5.197	858.722	39.9	1.32	0.096	112.919	71.929	17.813	8.684	1.88	0.17	1.83	17.4	6.73	0.12	56	28.7	302	"460"	"<llq"	385	84	1574.5	38	"15"	50.06935858	2.227610438	"<llq"	"<llq"	"<llq"	4926	2	1801	"<llq"	"<llq"	"<llq"	"<llq"	18861	0.52	0.25	1.83	62.7	1567	"2"	"<llq"	"<llq"	18.5	1155	"<llq"	"<llq"	72	"<llq"	1.5	0.37	0.52	5.89	4.91	0.11	11.5	46.8	42.7	"<llq"	"<llq"	52	"7.5"	3399.5	"<llq"	53.5	51.3007351	1.595840832	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"1"	"<llq"	4	"<llq"	5013.5	0.001	0.19	2.02	22	"1182"	"2"	"<llq"	"<llq"	21.5	1024	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Masinga"	"Ekalakala"	"Ikaatini"	"Kakongo"	"Charles Kitheka"	"Mary Nthenya"	"F"	5	1	1	0	3	0	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1119	0		450	"teccaw21vfd35"	"Top"	0.12	7.156	0.521	0.462	3.521	14.195	127.96	2.046	115.289	70228.7	41.7	35631.5	633.4	684.5	924.5	120.7	1.34	0.109	11.91	5.9	0.101	0.578	12.698	8.266	3.592	0.274	1080.992	24.6	1.332	0.103	81.066	52.775	15.977	29.92										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Masinga"	"Ekalakala"	"Ekalakala"	"Kakongo"	"Hannah Kyalo"	"Hannah Kyalo"	"F"	12	6	2	0	4	2	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1106	0		120	"technoad87uhc47"	"Top"	0.12	15.15	0.574	0.545	5.483	18.3	140.013	2.309	104.662	92095.6	74.8	58659.2	735.4	698.2	1379.5	133.5	1.659	0.125	13.15	5.574	0.087	1.146	10.323	7.291	3.642	0.37	1553.775	47.6	1.335	0.124	139.558	60.705	11.943	26.563										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Masinga"	"Ekalakala"	"Ikaatini"	"Kakongo"	"James Mutuiyo Plot 1"	"Jane Mwikali"	"F"	5	1	1	0	3	2	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1107	200.8208	2.135	0	"teccjz94crz61"	"Top"	0.06	8.961	1.059	1.759	6.302	29.5	214.81	1.307	117.429	45653.9	43.6	45067.2	2127.2	329.8	1596.6	137.9	1.284	0.076	46.31	7.223	0.182	0.503	33.879	18.627	11.515	0.79	866.277	21.1	1.357	0.079	94.453	64.907	16.788	19.499	2.08	0.19	2.01	17.5	7.04	0.13	64.3	29.3	371	"659.5"	"<llq"	468	103.5	1672	50.5	"19"	49.68260411	2.373007184	"<llq"	"<llq"	"<llq"	4844.5	2	1393.5	"<llq"	"<llq"	"<llq"	"<llq"	19420.5	0.51	0.23	1.58	64.5	1819.5	"3.5"	"<llq"	"1"	18.5	1249	"<llq"	"<llq"	80.5	"<llq"	1.46	0.31	0.5	3.22	4.51	0.1	11.1	46.5	45.4	"<llq"	"<llq"	50	"5.5"	3987.5	"<llq"	54	52.30464285	1.76659919	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4	"<llq"	5342.5	0.001	0.18	1.53	17	"1382"	"2"	"<llq"	"<llq"	17.5	1176	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Ndalani"	"Ndalani"	"Kakongo"	"James Mutuiyo Plot 2"	"Jane Mwikali"	"F"	5	1	1	0	3	2	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Local Market"	"Own Finances"	1108	0	0.546	0	"teccrw45gom15"	"Top"	0.1	7.913	0.443	0.418	5.099	18.454	156.972	1.545	150.008	66103.3	53.4	49686.7	1061.5	634.1	1303.1	149.2	1.346	0.101	19	6.337	0.114	0.267	17.52	11.257	6.068	0.467	1069.477	30.7	1.363	0.096	96.931	66.669	14.784	21.342										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Sandy"	""
"Machakos"	"Masinga"	"Ekalakala"	"Ekalakala"	"Muaani"	"Wavinya Nzoka"	"Wavinya Nzoka"	"F"	6	1	2	0	3	1.5	"No"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1086	0		0	"tecdeb09wfx38"	"Top"	0.09	13.627	0.724	0.664	2.862	20.18	129.337	2.091	106.792	89121.6	40.9	42219.2	545.5	593.1	1182	120.1	1.028	0.085	11.3	5.671	0.092	1.117	10.084	6.499	3.502	0.414	1479.022	26.4	1.363	0.08	116.993	40.81	11.01	39.688										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Kianisyoni"	"Albanus Nzau"	"Albanus Nzau"	"M"	8	2	2	0	4	17.5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Own Finances"	1248	595.1911	1.619	270	"tecdgp74xrn46"	"Top"	0.11	15.765	1.393	5.316	6.417	287.418	166.595	3.889	84.155	41339.4	44	49962.6	3616.2	596.3	2537.4	187.2	1.736	0.094	118.8	8.205	1.297	0.326	78.653	62.893	18.02	2.3	564.21	39.7	1.365	0.1	122.479	73.028	14.798	11.708	2.11	0.16	1.87	16.3	7.46	0.13	60.7	26.4	406	"540.5"	"<llq"	455.5	91	1374.5	48	"15.5"	50.68399665	2.368863455	"<llq"	"<llq"	"<llq"	4473.5	2	1700	"<llq"	"<llq"	"<llq"	"<llq"	18628.5	0.49	0.24	2.04	58.8	1659	"<llq"	"<llq"	"<llq"	17.5	1245	"<llq"	"<llq"	80.5	"<llq"	1.95	0.52	0.62	3.98	3.97	0.11	13.1	52	47.8	"<llq"	"<llq"	53	"9"	5937.5	"<llq"	59.5	51.93460855	1.598314255	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"1"	"<llq"	3	"<llq"	7103	0.001	0.21	0.26	43.1	"1690.5"	"1.5"	"<llq"	"<llq"	17.5	1080.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Kianisyoni"	"Julius Kioko"	"Julius Kioko"	"M"	5	1	1	0	3	6	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1245	531.5308	1.445	234	"tecdtq86vhk78"	"Top"	0.11	20.022	1.596	5.351	6.537	248.531	174.213	2.09	107.952	44617.7	54.5	54850.1	3895.4	539.5	2376.9	179.2	1.596	0.082	96.13	8.196	0.602	0.392	56.451	39.805	23.95	2.02	708.37	40.1	1.375	0.077	97.931	70.597	16.101	19.133	2.01	0.16	1.81	22.2	7.07	0.13	61.8	27.6	347	"455.5"	"<llq"	470.5	95.5	1456	56	"14"	49.70783944	2.43792239	"<llq"	"<llq"	"<llq"	4943	2	1492.5	"<llq"	"<llq"	"<llq"	"<llq"	18398.5	0.53	0.26	1.94	72.1	1687	"2.5"	"<llq"	"1"	20.5	1270	"<llq"	"<llq"	76.5	"<llq"	1.76	0.2	0.39	2.36	2.97	0.1	8.06	23.8	29.2	"<llq"	"<llq"	28.5	"<llq"	3478	"<llq"	31	46.08878552	1.545937743	"<llq"	"<llq"	"<llq"	"<llq"	1	"<llq"	"<llq"	"<llq"	4	"<llq"	3870.5	0.001	0.1	0.001	63	"968"	"<llq"	"<llq"	"<llq"	5.00E+00	1111.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Kianisyoni"	"Matthew Mutuku Musembi"	"Matthew Mutuku Musembi"	"M"	3	1	1	0	1	15	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1243	513.0344	1.395	153	"tecdyl76xqb25"	"Top"	0.11	26.589	1.148	3.726	5.781	52.004	181.002	1.228	96.038	49963.4	69.2	56821.1	3526.1	551.2	2088.4	190.9	1.592	0.094	77.28	8.179	0.395	0.246	52.948	36.72	22.27	2.903	736.91	50.8	1.388	0.093	106.683	74.22	17.507	11.648	2.05	0.15	1.8	15.1	8.14	0.12	57.8	25.4	362	"507"	"<llq"	383.5	98	1660	40	"19"	50.4657652	2.376885475	"<llq"	"<llq"	"<llq"	5917	2	2463	"<llq"	"<llq"	"<llq"	"<llq"	18137	0.49	0.24	1.22	55.7	1830	"<llq"	"<llq"	"1"	20	1258	"<llq"	"<llq"	71	"<llq"	1.79	0.35	0.42	2.73	3.19	0.1	12.4	28.6	29.2	"<llq"	"<llq"	36	"5.5"	5357	"<llq"	33.5	43.29314539	1.572239127	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5119.5	0.001	0.14	0.001	16.2	"1448.5"	"1.5"	"<llq"	"<llq"	3.00E+00	1004.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Kianisyoni"	"Kitungu Mutisya Mwini"	"Kitungu Mutisya Mwini"	"M"	6	1	1	0	4	2	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1261	66.2189	0.18	247.5	"tececj13xbs24"	"Top"	0.11	36.147	1.701	3.116	9.279	53.386	179.074	1.887	123.225	50619.8	68.9	59362.6	3882.2	489.9	2211.3	178.2	2.216	0.106	75.95	7.7	0.348	0.341	54.201	28.396	24.477	1.898	810.642	44.5	1.396	0.11	97.568	69.658	18.009	11.741	2.04	0.16	1.85	16.6	7.16	0.12	60.9	25.4	366	"519.5"	"<llq"	388	85.5	1511	48	"18.5"	49.89000435	2.422211466	"<llq"	"<llq"	"<llq"	4873	2	1762	"<llq"	"<llq"	"<llq"	"<llq"	19377.5	0.5	0.24	1.72	68.7	1720.5	"<llq"	"<llq"	"<llq"	16.5	1316.5	"<llq"	"<llq"	69	"<llq"	1.94	0.44	0.58	3.49	5	0.11	10.5	44.7	48.4	"<llq"	"<llq"	56.5	"5.5"	4919	"<llq"	57.5	52.53792044	1.749111695	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4.5	"<llq"	6861.5	0.001	0.18	0.83	29.7	"1405"	"2"	"<llq"	"<llq"	30.5	1029	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Kianisyoni"	"David Mutua"	"Janet Ndinda"	"F"	5	1	1	0	3	1	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Table Banking & Own Financing"	1260	464.0681	1.262	180	"tecehb04lej73"	"Top"	0.09	24.846	1.641	8.58	6.465	134.888	199.13	2.372	99.923	44802.3	47.4	50463.7	3569.8	551.8	2251	185.7	1.422	0.076	90.79	8.279	1.057	0.359	57.625	43.824	24.835	4.394	692.571	35.1	1.403	0.072	90.208	73.758	15.26	11.315	2.2	0.12	1.78	29.2	14.8	0.14	126	32.6	593	"596.5"	"<llq"	716	190	1079	67	"22"	48.97771501	2.611590435	"<llq"	"<llq"	"<llq"	6375.5	2	956.5	"<llq"	"<llq"	"<llq"	"<llq"	18016.5	0.68	0.33	0.87	204	2100	"<llq"	"<llq"	"<llq"	25.5	1436	"<llq"	"<llq"	69	"<llq"	1.63	0.2	0.32	2.34	3.05	0.086	6.69	31.2	20.3	"<llq"	"<llq"	34	"<llq"	3153	"<llq"	41	51.3410465	1.49397909	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	2.5	"<llq"	3856	0.001	0.097	0.97	14.6	"790"	"2"	"<llq"	"<llq"	28	995	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Kianisyoni"	"Stellamaris Mwaka"	"Stellamaris Mwaka"	"F"	4	1	3	0	0	4	"Yes"	"Rainfed"	"None"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1254	886.4106	2.41	315	"tecehf52sjr24"	"Top"	0.1	18.484	1.07	3.908	5.294	86.293	217.79	3.017	50.209	42906.3	50.3	48097.9	3135.6	679.4	2056.9	200.1	1.378	0.076	87.89	8.37	1.278	0.261	72.813	59.201	22.271	3.846	708.08	40.9	1.409	0.075	116.379	78.114	12.614	9.26	2.22	0.18	1.96	19.9	8.91	0.13	64.2	28.4	344	"453"	"<llq"	411	97	1658	45.5	"18"	50.208559	2.478078017	"<llq"	"<llq"	"<llq"	5502	2	2088	"<llq"	"<llq"	"<llq"	"<llq"	19438	0.51	0.24	1.35	82	1777.5	"3"	"<llq"	"1"	19.5	1320.5	"<llq"	"<llq"	75	"<llq"	1.38	0.41	0.51	2.88	4.73	0.097	10.4	45.7	36	"<llq"	"<llq"	45.5	"6"	4536.5	"<llq"	53.5	51.54121186	1.552491878	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5190	0.001	0.19	1.69	14.9	"1079"	"2"	"<llq"	"<llq"	24.5	1067.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Kwa Muthee"	"Michael Mwema"	"Michael Mwema"	"M"	4	1	1	0	2	3	"Yes"	"Rainfed"	"None"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1281	664.9495	1.808	270	"teceiz94xqz43"	"Top"	0.1	26.096	0.899	1.174	8.525	31.579	211.849	2.388	191.746	75176.2	53.5	58289.6	1289.5	737.4	1664.5	193	1.268	0.095	22.31	6.474	0.413	0.529	31.84	17.591	7.349	1.236	1184.285	40.5	1.42	0.089	119.471	71.515	18.117	12.305	2.26	0.23	2.32	14.3	10	0.15	126	32.4	387	"419.5"	"<llq"	460.5	213	1915	58.5	"22"	49.2353073	2.5470057	"<llq"	"<llq"	"<llq"	5355	2	918	"<llq"	"<llq"	"<llq"	"<llq"	21464	0.55	0.21	2.38	107	1419.5	"3.5"	"<llq"	"1"	16	1362.5	"<llq"	"<llq"	99	"<llq"	1.69	0.46	0.76	3.47	4.17	0.096	13.7	38.7	46.4	"<llq"	"<llq"	54	"11"	4774	"<llq"	46.5	45.41736355	1.352763152	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	6833.5	0.001	0.21	0.14	36.4	"1375"	"<llq"	"<llq"	"<llq"	4.00E+00	957	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Kwa Muthee"	"John Mulu"	"Angela Mbeneka John"	"F"	7	2	2	0	3	5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Table Banking & Own Financing"	1276	507.7758	1.381	210	"tectyl06aju74"	"Top"	0.09	7.993	0.239	0.119	0.881	6.716	134.626	1.33	95.768	24981.5	27.7	12940.8	232.1	461.8	224.8	91.6	0.47	0.034	4.04	5.672	0.043	0.46	2.517	1.424	0.723	0.135	625.512	6.3	1.431	0.031	40.208	30.461	15.487	53.281	2.02	0.16	2.03	11.8	7.34	0.13	64.5	27.4	472	"659"	"<llq"	606	108.5	1554.5	67	"16.5"	50.23351952	2.424591272	"<llq"	"<llq"	"<llq"	4605	2	1591	"<llq"	"<llq"	"<llq"	"<llq"	20488	0.49	0.24	0.75	49.6	1724.5	"2.5"	"<llq"	"1.5"	17.5	1324.5	"<llq"	"<llq"	85	"<llq"	1.73	0.2	0.47	2.54	3.14	0.1	8.96	25.7	34.2	"<llq"	"<llq"	49.5	"6.5"	2204.5	"<llq"	35.5	46.13548186	1.428116435	"<llq"	"<llq"	"<llq"	"<llq"	1.5	"<llq"	"<llq"	"<llq"	2.5	"<llq"	4479	0.001	0.11	0.14	18	"500.5"	"1.5"	"<llq"	"<llq"	7.00E+00	1077	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Kwa Muthee"	"Dennis Ndaka"	"Dennis Ndaka"	"M"	8	2	2	0	4	3	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1267	606.5782	1.649	225	"tecetr31pkh86"	"Top"	0.12	6.677	0.756	0.606	5.611	24.334	181.179	2.021	144.227	80698.2	64.4	57567	944.1	834	1321.4	173.6	1.45	0.107	15.5	6.14	0.097	0.575	16.896	11.445	4.923	0.483	1276.965	44.7	1.468	0.108	121.699	70.002	12.806	10.664	1.97	0.11	1.41	11.5	11.9	0.15	105	32.7	1180	"1360.5"	"<llq"	1441.5	153.5	916	94	"15"	49.24338761	2.355297569	"<llq"	"<llq"	"<llq"	6802	2	131.5	"<llq"	"<llq"	"<llq"	"<llq"	12078.5	0.8	0.28	2.41	249	1621	"5.5"	"<llq"	"2"	15	1228.5	"<llq"	"<llq"	116	"<llq"	1.48	0.19	0.33	1.62	2.37	0.074	7.33	21.6	27.9	"<llq"	"<llq"	37	"<llq"	3328.5	"<llq"	32	49.77422306	1.472959833	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4833	0.001	0.091	0.26	23.3	"928"	"2"	"<llq"	"<llq"	5.5	855.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Ithekethini"	"Alice Mutunga"	"Alice Mutunga"	"F"	4	3	1	0	0	10	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1288	623.7093	1.696	270	"tecfjt70pbz45"	"Top"	0.12	9.46	0.836	0.68	6.454	15.272	167.34	2.068	141.743	82191.9	61.2	50439.5	761.8	839	1141.4	159.5	1.462	0.097	12.23	6.098	0.083	0.832	15.824	11.353	4.35	0.323	1132.142	42.5	1.478	0.105	123.411	63.07	16.345	13.791	2.35	0.11	1.72	27.8	10.5	0.14	119	36.2	508	"764"	"<llq"	640	174.5	1109	60.5	"22.5"	48.3166886	2.555708922	"<llq"	"<llq"	"<llq"	6565.5	2	901.5	"<llq"	"<llq"	"<llq"	"<llq"	17241.5	0.66	0.32	1.36	194	2070	"<llq"	"<llq"	"<llq"	25.5	1473.5	"<llq"	"<llq"	63.5	"<llq"	1.77	0.3	0.48	2.86	3.54	0.098	10.7	27.3	33.9	"<llq"	"<llq"	44.5	"<llq"	3789	"<llq"	37.5	48.50513189	1.562321419	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"1"	"<llq"	4	"<llq"	5381	0.001	0.14	0.001	48.7	"1308.5"	"2"	"<llq"	"<llq"	6.00E+00	956.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Ithekethini"	"Celestine Wambua Esavi"	"Celestine Wambua Esavi"	"M"	4	1	1	0	2	3	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale and Retail"	"Table Banking"	1307	913.0984	2.483	180	"tecfyq10nlf34"	"Top"	0.12	7.81	0.824	0.575	4.007	22.479	152.822	2.265	123.459	76731	47.8	40845.8	620.5	763.2	973.2	141.6	1.249	0.133	11.12	6.14	0.097	0.531	14.115	9.643	3.971	0.329	1049.24	30.6	1.478	0.127	107.084	57.702	15	30.208	2.35	0.12	2.01	29.9	11.3	0.15	124	31.5	576	"596"	"<llq"	774.5	199	1098	72.5	"18.5"	49.67446889	2.698134165	"<llq"	"<llq"	"<llq"	6472	2	920.5	"<llq"	"<llq"	"<llq"	"<llq"	19603	0.67	0.3	1.62	227	1833.5	"3"	"<llq"	"1"	27	1489	"<llq"	"<llq"	65.5	"<llq"	1.63	0.32	0.5	3.42	3.86	0.098	11.2	38.9	42.8	"<llq"	"<llq"	43.5	"6.5"	4075	"<llq"	42.5	50.39926661	1.481909552	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	5127	0.001	0.15	0.77	36.1	"1079"	"2"	"<llq"	"<llq"	9.00E+00	1063	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Sandy"	""
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Ithekethini"	"Mutunga Maketi"	"Julius Mwanzia"	"M"	7	2	1	0	4	1	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1291	0		270	"tecgle31srq46"	"Top"	0.16	10.555	1.192	0.787	5.395	38.248	176.314	2.692	206.454	77584.2	77.5	53711.9	1144	1264.8	1239.5	187.2	2.038	0.143	15.67	5.626	0.204	0.648	15.366	11.243	4.335	0.518	1232.334	49	1.494	0.148	142.275	68.195	18.786	8.054	2.49	0.2	2	29.7	9.46	0.15	118	31.7	330	"434.5"	"<llq"	478	203	1724.5	45.5	"17.5"	50.29325509	2.446927606	"<llq"	"<llq"	"<llq"	6393.5	2	1532.5	"<llq"	"<llq"	"<llq"	"<llq"	19166	0.7	0.31	0.9	166	2121.5	"3"	"<llq"	"1"	30	1463	"<llq"	"<llq"	84.5	"<llq"										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"C"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Ithekethini"	"Daniel Maketi"	"Daniel Maketi"	"M"	7	2	3	0	2	5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Own Finances"	1266	1906.5634	5.185	270	"techey24svh32"	"Top"	0.08	15.353	1.169	1.703	8.019	24.437	204.827	1.42	126.82	52937.7	53.4	52639.2	2781.4	430.6	1952.4	172.3	1.822	0.094	59.89	7.583	0.208	0.427	53.097	27.278	16.009	0.686	853.083	33.8	1.505	0.095	99.146	69.23	16.726	13.3	1.99	0.18	2.19	14.3	6.65	0.11	53.2	44.4	349	"537"	"<llq"	467.5	89.5	1692	57	"21"	49.40732138	2.373878117	"<llq"	"<llq"	"<llq"	4442.5	2	1011	"<llq"	"<llq"	"<llq"	"<llq"	21860.5	0.45	0.2	1.15	85	1555.5	"3"	"<llq"	"1"	16.5	1180	"<llq"	"<llq"	85	"<llq"	1.79	0.3	0.46	3.76	3.34	0.1	8.75	24.5	38.1	"<llq"	"<llq"	45.5	"<llq"	3821.5	"<llq"	30.5	50.90684322	1.486149283	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5080.5	0.001	0.13	0.97	36.3	"967.5"	"1.5"	"<llq"	"<llq"	4.00E+00	826.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Ithekethini"	"Ndambuki Wambua"	"Tabitha Ndambuki"	"F"	7	2	2	0	3	3.5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Own Finances"	1276	0	0.149	105	"techis38emv54"	"Top"	0.07	21.614	1.345	5.391	9.395	83.226	225.279	1.59	116.257	47971	48.9	51190.3	3095	401.1	2027.3	166.2	1.705	0.09	66.7	7.29	0.309	0.476	47.22	23.07	20.839	2.301	841.35	28.2	1.507	0.097	94.085	70.17	16.893	16.286	2.2	0.11	1.68	33.9	12.4	0.17	122	35.2	540	"570.5"	"<llq"	586.5	183	1009.5	40.5	"19.5"	49.1637887	2.372877593	"<llq"	"<llq"	"<llq"	7136.5	2	2685	"<llq"	"<llq"	"<llq"	"<llq"	16766.5	0.8	0.35	1.84	256	2427.5	"<llq"	"<llq"	"1.5"	26.5	1625.5	"<llq"	"<llq"	91	"<llq"										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"C"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Matuu"	"Kithimani"	"Ithekethini"	"James Ndambuki"	"James Ndambuki"	"M"	6	1	2	0	3	5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Table Banking & Own Financing"	1270	575.9363	1.566	120	"tecibh03zhs27"	"Top"	0.13	7.852	0.726	0.591	7.119	18.962	204.446	2.319	112.142	91787.9	60.2	53340.6	694.1	781.6	1228.9	158.4	1.825	0.116	11.95	5.916	0.093	0.924	15.627	11.642	4.324	0.319	1423.202	47.6	1.522	0.119	129.145	71.108	15.113	12.86	2.75	0.17	2.04	25.4	9.25	0.15	199	44.8	440	"748"	"<llq"	641.5	317.5	1740.5	56.5	"19.5"	49.44091419	2.769047192	"<llq"	"<llq"	"<llq"	6556	2	390	"<llq"	"<llq"	"<llq"	"<llq"	20920	0.64	0.19	0.73	194	1574	"3"	"<llq"	"<llq"	20	1567.5	"<llq"	"<llq"	59.5	"<llq"	1.35	0.23	0.37	1.76	2.78	0.085	8.18	24.1	29.2	"<llq"	"<llq"	36	"<llq"	3880	"<llq"	31.5	50.45453527	1.782981051	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	5094.5	0.001	0.11	0.56	35.6	"1330"	"2"	"<llq"	"<llq"	4.5	961.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Ithekethini"	"Bonface Muleli Githuka"	"Petronilla Githuka"	"F"	9	2	3	0	4	7	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Retail"	"Table Banking & Own Financing"	1257	695.7836	1.892	210	"tecinw30nbi24"	"Top"	0.09	15.411	1.513	3.396	7.957	30.554	204.144	1.444	118.185	52010.4	58.5	53541.3	3111	523	2075.9	180.4	1.723	0.092	69.06	7.935	0.319	0.34	55.276	28.686	17.819	1.202	887.079	36.3	1.524	0.085	107.565	74.007	17.518	9.558	1.96	0.19	2.24	12.9	6.48	0.12	54.9	31.1	375	"503.5"	"<llq"	420	87	1677	66.5	"22.5"	50.11478691	2.351800528	"<llq"	"<llq"	"<llq"	4031.5	2	750	"<llq"	"<llq"	"<llq"	"<llq"	21914	0.44	0.2	1.45	76.3	1326	"2.5"	"<llq"	"1.5"	16.5	1114.5	"<llq"	"<llq"	83.5	"<llq"	1.61	0.26	0.45	3.32	5.27	0.087	8.29	32.9	28.5	"<llq"	"<llq"	31	"<llq"	3833	"<llq"	35	51.27111854	1.549642822	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"1"	"<llq"	4	"<llq"	5487.5	0.001	0.13	1.44	41.4	"947"	"1.5"	"<llq"	"<llq"	16	960.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Yatta"	"Matuu"	"Matuu"	"Ithekethini"	"Francis Wambua"	"Francis Wambua"	"M"	8	2	2	0	4	4	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1272	407.3755	1.108	210	"tecixz14mty51"	"Top"	0.09	26.016	1.573	6.579	9.3	148.159	211.036	2.155	114.428	50400.1	49.7	50457.6	3229	479.2	2093.4	172.3	2.048	0.092	73.44	7.777	0.551	0.437	52.732	27.968	21.646	2.359	844.628	32.4	1.541	0.092	100.772	73.01	15.977	11.92	2.59	0.12	1.91	27.4	11.5	0.14	128	31.3	568	"281"	"<llq"	738.5	206.5	1767	64	"19"	49.9252642	2.537538819	"<llq"	"<llq"	"<llq"	5763.5	2	1936.5	"<llq"	"<llq"	"<llq"	"<llq"	21848	0.67	0.31	0.72	244	1861.5	"<llq"	"<llq"	"1"	25.5	1601.5	"<llq"	"<llq"	66	"<llq"	1.49	0.31	0.49	3.66	3.93	0.1	11.6	41.1	39.9	"<llq"	"<llq"	55	"9"	4580.5	"<llq"	60.5	51.03319053	1.53524992	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4.5	"<llq"	6266	0.001	0.16	1.47	25.6	"1567.5"	"<llq"	"<llq"	"<llq"	28.5	1267	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"B"	"Black Cotton"	"Black Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kithekani"	"Peter Muindi Muinde"	"Janet Mwikali"	"F"	6	2	2	0	2	0.75	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1258	0		50	"tecjow90bgz78"	"Top"	0.12	12.378	0.538	0.438	5.07	19.406	128.386	3.097	106.224	104489.8	56.6	51466.6	536.4	665.4	1323.3	139.9	1.829	0.118	9.72	5.351	0.084	1.226	9.867	6.221	2.688	0.289	1600.267	42.3	1.547	0.111	141.338	60.808	11.578	23.33										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kithekani"	"Philip Kaloki Mwasa"	"Philip Kaloki Mwasa"	"M"	2	1	1	0	0	1	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1264	54.8622		90	"tecjqd34ntr25"	"Top"	0.13	16.509	0.29	0.195	1.278	6.462	114.093	2.042	131.25	44847	32.8	19580.3	380.3	651.5	433.8	110.7	0.835	0.076	6.04	6.013	0.057	0.493	5.453	3.673	1.26	0.117	784.611	14.4	1.549	0.075	47.563	31.475	26.917	43.496	2.59	0.2	2.32	13.3	9.37	0.17	79.4	28.8	251	"279.5"	"<llq"	310.5	122	1831.5	50	"16.5"	50.99725012	2.534636927	"<llq"	"<llq"	"<llq"	5983.5	2	2071	"<llq"	"<llq"	"<llq"	"<llq"	22621.5	0.6	0.24	1.84	60.1	1966	"<llq"	"<llq"	"1"	16.5	1647	"<llq"	"1"	92	"<llq"	1.99	0.22	0.42	1.38	5.27	0.094	8.88	31.7	34.8	"<llq"	"<llq"	40.5	"<llq"	3100.5	"<llq"	36	50.09252406	1.521522378	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4.5	"<llq"	4993	0.001	0.11	0.49	30.4	"901"	"1.5"	"<llq"	"<llq"	4.00E+00	1152.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kithekani"	"Joseph Kakuli"	"Joseph Kakuli"	"M"	8	1	1	0	6	4.5	"No"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1271	212.8146	0.579	240	"tecjsq64bkj26"	"Top"	0.11	7.788	0.219	0.094	3.945	8.1	134.379	1.695	112.841	98784	93.3	59887.4	589.6	596.3	1059.5	134	1.277	0.08	10.49	5.724	0.051	0.882	4.982	3.848	1.591	0.17	1374.275	60.1	1.552	0.077	155.631	74.45	14.081	15.195	2.45	0.2	1.93	28.4	8.56	0.14	109	33.5	319	"374.5"	"<llq"	378.5	165	1724	39.5	"19"	50.36237471	2.41971129	"<llq"	"<llq"	"<llq"	6387	2	1699.5	"<llq"	"<llq"	"<llq"	"<llq"	18418	0.67	0.31	0.79	138	2100	"2"	"<llq"	"1.5"	28	1507.5	"<llq"	"<llq"	76.5	"<llq"	1.83	0.33	0.47	1.31	3.69	0.099	8.86	35.9	44.1	"<llq"	"<llq"	42.5	"<llq"	4542.5	"<llq"	37.5	51.88995461	1.529176722	"<llq"	"<llq"	"<llq"	"<llq"	1.5	"<llq"	"<llq"	"<llq"	4	"<llq"	4883	0.001	0.14	0.61	32	"1210.5"	"<llq"	"<llq"	"<llq"	5.00E+00	1050	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kitange"	"Agnes  Meli Musyoka"	"Agnes  Meli Musyoka"	"F"	11	1	3	0	7	4.5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Relatives"	1268	0		45	"teckeq56riv74"	"Top"	0.1	7.872	0.781	0.294	1.136	9.489	93.113	1.766	105.925	51063.8	28.7	20159.5	570.8	617	612.8	112.4	0.813	0.064	9.52	6.243	0.077	0.303	7.371	4.382	2.151	0.205	789.879	13.5	1.581	0.055	29.595	30.937	18.952	48.306										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kamwala"	"Kitange"	"Rael Mulee Mbulu"	"Rael Mulee Mbulu"	"F"	11	3	3	0	5	4	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Relatives"	1277	1719.1523	4.675	135	"teckiw14sfm23"	"Top"	0.13	7.596	0.495	0.38	4.576	23.855	166.811	2.218	112.85	96193.5	42	40406	545.7	620.3	1122	127.9	1.709	0.124	9.54	5.649	0.084	1.095	12.006	6.553	3.025	1.105	1478.101	34.2	1.588	0.113	157.785	70.324	11.579	37.354										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""	1.46	0.14	0.24	1.31	2.17	0.084	5.06	22.5	26.7	"<llq"	"<llq"	26	"<llq"	2694	"<llq"	20.5	50.44199059	1.770451978	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	2503	0.001	0.076	1.64	34.4	"816.5"	"2"	"<llq"	"<llq"	3.00E+00	991.5	"<llq"	"<llq"	"<llq"	"<llq"	"B"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kamwala"	"Kitange"	"Philip Nzeki Muli Plot 1"	"Phillip Nzeki Muli"	"M"	10	3	3	0	4	1.5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1287	1289.0634	3.505	342	"tecknl25nzh82"	"Top"	0.14	11.492	0.402	0.519	1.398	10.816	107.801	2.205	122.099	64463.8	36.7	26327.3	531.2	732	698.9	127	1.188	0.104	8.41	5.933	0.094	0.44	7.31	4.767	2.27	0.179	972.099	20.8	1.59	0.102	68.502	35.35	18.774	38.509	2.31	0.1	1.52	25.3	12.8	0.18	110	36.3	632	"726"	"<llq"	793.5	170	904	69	"17.5"	49.09379649	2.362528175	"<llq"	"<llq"	"<llq"	7681	2	1867.5	"<llq"	"<llq"	"<llq"	"<llq"	15526	0.82	0.34	1.19	219	2305	"3"	"<llq"	"1.5"	20	1800.5	"<llq"	"<llq"	119.5	"<llq"	1.49	0.22	0.35	1.1	3.48	0.087	5.64	31.8	34.6	"<llq"	"<llq"	39.5	"<llq"	3307.5	"<llq"	39	51.52776601	1.531548824	"<llq"	"<llq"	"<llq"	"<llq"	1.5	"<llq"	"<llq"	"<llq"	3.5	"<llq"	3904	0.001	0.11	0.45	18.1	"944.5"	"<llq"	"<llq"	"<llq"	2.00E+00	894.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kamwala"	"Kitange"	"Philip Nzeki Muli Plot 2"	"Phillip Nzeki Muli"	"M"	10	3	3	0	4	2.5	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1287	1685.4361	4.583	342	"tecksx37puq54"	"Top"	0.11	7.248	0.244	0.164	1.159	9.038	95.923	2.238	109.262	49769	30.3	18802.3	451.8	662.6	499.7	100	0.945	0.071	7.82	5.969	0.063	0.314	5.455	3.973	1.342	0.133	883.006	11.9	1.603	0.067	26.916	29.69	20.082	49.971										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""	1.28	0.32	0.42	2.5	2.55	0.085	8.83	31.2	35.9	"<llq"	"<llq"	40.5	"<llq"	3640.5	"<llq"	36	50.43233262	1.496761513	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4020	0.001	0.14	0.81	2.43	"700"	"2"	"<llq"	"<llq"	4.00E+00	801.5	"<llq"	"<llq"	"<llq"	"<llq"	"B"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Manyatta"	"Stephen Mbithi Muhindi"	"Stephen Mbithi Muhindi"	"M"	2	1	1	0	0	2	"No"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1433	0		90	"teckys53vuw54"	"Top"	0.14	8.621	0.343	0.324	2.29	13.249	123.824	2.106	115.48	83629.8	42.4	31615.4	433.7	591.9	843.4	107.4	1.179	0.096	7.71	5.687	0.094	0.717	7	4.558	1.963	0.155	1341.007	26	1.604	0.093	98.812	52.765	12.348	37.402										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Kinyungu"	"Boniface Mumo"	"Boniface Mumo"	"M"	12	4	4	0	4	3.5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1400	0		288	"teclba75djp86"	"Top"	0.15	9.682	0.641	0.552	5.739	15.17	188.644	3.341	116.082	96908.1	73	59311	771.5	712.5	1411	161.7	1.825	0.131	11.79	5.596	0.105	0.984	12.959	8.697	3.254	0.272	1556.514	56.4	1.633	0.124	164.987	65.943	13.441	12.968										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Kinyungu"	"Benjamin Mutinda"	"Benjamin Mutinda"	"M"	5	1	1	0	3	4.5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1405	0		135	"tecljx45jdc58"	"Top"	0.17	7.595	0.674	0.462	4.142	8.552	173.481	2.852	102.162	83342.9	62.2	45058.1	789.8	843.2	1179.7	128.7	1.545	0.106	15.41	5.592	0.071	0.821	13.616	13.55	2.548	0.21	1502.23	45.1	1.633	0.101	130.515	70.174	12.107	23.194										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Manyatta"	"John Makau"	"John Makau"	"M"	2	1	0	0	1	2	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1442	1723.875	4.688	540	"teclnm92bnm72"	"Top"	0.13	8.272	0.453	0.34	2.857	10.885	111.265	2.29	137.028	49879.1	33.4	22406.4	428.5	830.1	524.7	102.5	1.338	0.115	7.81	5.829	0.081	0.422	7.204	5.186	1.794	0.183	925.434	13.2	1.64	0.098	62.402	40.513	16.551	36.923										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""	1.5	0.32	0.41	1.22	2.65	0.076	6.66	28.9	38.6	"<llq"	"<llq"	36.5	"<llq"	4144.5	"<llq"	25	51.25432308	1.565186566	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3799	0.001	0.13	0.6	21.3	"1165.5"	"2"	"<llq"	"<llq"	9.00E+00	794	"<llq"	"<llq"	"<llq"	"<llq"	"B"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Manyatta"	"Peterson Ndambuki Wambua"	"Peterson Ndambuki Wambua"	"M"	4	2	1	0	1	1.5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1453	1584.4493	4.309	540	"teclpe42nkd53"	"Top"	0.18	15.565	0.82	0.666	3.664	18.576	131.461	3.086	125.516	90759.3	54	41892.2	564	842.3	1016.7	125.9	1.748	0.15	9.17	5.65	0.107	0.907	9.831	6.47	3.088	0.26	1538.299	37	1.648	0.15	127.195	51.303	12.019	39.381	2.67	0.12	1.82	32.4	10.8	0.15	128	33.4	591	"686.5"	"<llq"	797	216	1090	70	"16"	49.3488125	2.612029441	"<llq"	"<llq"	"<llq"	6649	2	911.5	"<llq"	"<llq"	"<llq"	"<llq"	17526.5	0.7	0.33	1.41	226	1996	"4"	"<llq"	"1"	28	1461	"<llq"	"1"	74	"<llq"	1.4	0.21	0.3	1.35	2.88	0.074	5.81	24.9	34.4	"<llq"	"<llq"	41.5	"<llq"	3483.5	"<llq"	27.5	50.64342802	1.488720146	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	3568	0.001	0.11	0.74	21.3	"721"	"2"	"<llq"	"<llq"	5.00E+00	785.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Kivaani"	"Joseph Njuguna Plot 1"	"Elizabeth Njuguna"	"F"	5	2	2	0	1	2	"Yes"	"Rainfed"	"Fertilizer"	"Commercial Purposes"	"Wholesale"	"Own Finances"	1470	1506.5804	4.097	270	"tecmjf51gfr14"	"Top"	0.12	9.361	0.503	0.37	3.211	15.868	102.62	2.083	123.714	66760.1	38.9	26996.2	394.5	771.3	657.5	95.2	1.442	0.107	7.29	5.627	0.109	0.716	7.029	4.908	1.735	0.152	1067.543	18.2	1.664	0.105	94.359	44.981	12.832	37.797	2.34	0.14	1.55	19.4	8.52	0.13	116	31.1	320	"559"	"<llq"	406	177	1082	52.5	"15"	50.53311839	2.232971175	"<llq"	"<llq"	"<llq"	6998.5	2	518	"<llq"	"<llq"	"<llq"	"<llq"	13633	0.77	0.2	2.31	151	1451.5	"3.5"	"<llq"	"1"	15.5	1257	"<llq"	"<llq"	100.5	"<llq"	1.26	0.25	0.37	1.64	2.62	0.074	8.16	28.6	37.3	"<llq"	"<llq"	32.5	"<llq"	3267.5	"<llq"	28	50.87459312	1.529083384	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3382	0.001	0.13	1.82	45.5	"793"	"2"	"<llq"	"<llq"	3.00E+00	824	"<llq"	"1"	"<llq"	"<llq"	"A"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Kivaani"	"Joseph Njuguna Plot 2"	"Elizabeth Njuguna"	"F"	5	2	2	0	1	1.5	"Yes"	"Rainfed"	"Fertilizer"	"Commercial Purposes"	"Wholesale"	"Own Finances"	1437	1065.7921	2.898	270	"tecmkf63bnc67"	"Top"	0.13	11.814	0.726	0.478	2.933	18.404	114.295	2.803	128.877	77934.1	42.3	32186.4	442.8	705.5	836	107.3	1.222	0.106	8.14	5.561	0.106	0.966	6.916	4.762	1.95	0.164	1382	22.9	1.666	0.11	109.673	44.101	11.463	42.087	2.29	0.11	1.79	28	10.4	0.13	122	30.7	597	"521"	"<llq"	808.5	203	1051.5	67.5	"20"	49.71369977	2.531699775	"<llq"	"<llq"	"<llq"	6516	2	729	"<llq"	"<llq"	"<llq"	"<llq"	16204	0.64	0.34	1.01	228	2463.5	"3"	"<llq"	"1"	29.5	1353.5	"<llq"	"<llq"	74	"<llq"	1.21	0.18	0.32	0.84	2.41	0.07	6.52	24.5	32.3	"<llq"	"<llq"	32.5	"<llq"	2559	"<llq"	28.5	50.87244539	1.510687474	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	3117	0.001	0.099	0.7	23.4	"525"	"2"	"<llq"	"<llq"	3.00E+00	787	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Kavalia"	"Joshua Munyao Daudi"	"Jacinta Munee Munyau"	"F"	7	2	2	0	3	0.5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1371	0		270	"tecmpk40byq17"	"Top"	0.15	17.834	0.361	0.323	2.576	10.851	124.316	2.392	173.047	67307.3	57.2	34120.6	708.3	734	783.9	130.1	1.428	0.131	10.55	6.218	0.098	0.635	8.813	6.884	2.502	0.143	984.184	32.3	1.698	0.126	81.584	38.668	28.092	30.167										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Manyatta"	"Mutuku Mbinya"	"Catherine Mutuku"	"F"	5	1	1	0	3	0.5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1449	0		120	"tecnat76sgo52"	"Top"	0.19	13.567	0.466	0.563	2.507	12.053	124.32	2.932	179.769	68048.2	52.3	30718.1	665.6	862.1	777.4	121.2	1.814	0.15	9.81	5.695	0.113	0.563	9.991	6.378	2.818	0.167	997.72	28.3	1.7	0.15	100.433	43.65	19.991	28.462										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Manyatta"	"Martin Muli Plot 1"	"Joseph Kisyulu"	"M"	5	2	2	0	1	0.5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1492	0		225	"tecnbm02hui76"	"Top"	0.15	7.636	0.623	0.355	2.941	15.877	99.735	1.965	119.576	75698	41.5	30707.6	466.8	716.7	783.8	112.6	1.42	0.101	8.09	5.588	0.087	0.8	7.383	4.929	2.014	0.195	1244.95	24.8	1.702	0.105	113.83	58.424	14.022	30.199	2.14	0.17	2	13.1	6.48	0.13	62.2	29.4	461	"756.5"	"<llq"	685	108.5	1618.5	86	"20"	50.17593101	2.393968989	"<llq"	"<llq"	"<llq"	4992	2	2210.5	"<llq"	"<llq"	"<llq"	"<llq"	20693	0.47	0.22	0.78	69.9	1866	"3"	"<llq"	"1"	17.5	1350	"<llq"	"<llq"	94	"<llq"										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"C"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Manyatta"	"Martin Muli Plot 2"	"Joseph Kisyulu"	"M"	5	2	2	0	1	10	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1461	0		225	"tecnqk75pjo32"	"Top"	0.13	4.821	0.255	0.203	1.975	8.934	103.052	1.855	116.78	63682.6	35.4	23794.6	376.4	656.9	591.7	101.5	1.118	0.08	6.55	5.617	0.072	0.705	6.363	3.78	1.701	0.144	1000.932	18.5	1.711	0.081	78.157	45.23	17.58	32.509										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Kikuyuni"	"Loyce Mwasia"	"Paul Ngao Nzyoka"	"F"	10	3	3	0	4	2	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1318	0		135	"tecnrh23ekq87"	"Top"	0.14	44.241	0.385	0.562	2.91	30.303	139.379	5.497	140.318	96755.8	121.2	61944.4	564.5	694.5	710.9	129.7	1.277	0.09	9.75	5.821	0.188	0.813	23.935	20.96	6.535	0.236	1178.018	91.4	1.722	0.084	133.292	70.251	24.903	14.995										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Miu"	"Justus Wathome"	"Josephine Wathome"	"M"	4	1	1	0	2	1.5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1332	0		30	"tecnxc82rbu57"	"Top"	0.11	15.037	0.223	0.066	0.856	4.76	96.416	1.373	98.874	31623.3	34.7	16131.1	397	628.9	311.8	101.8	0.494	0.035	5.49	6.287	0.045	0.213	3.952	2.809	0.816	0.09	548.448	10.9	1.731	0.035	22.481	20.261	16.123	63.812										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Katitu"	"Kithimani"	"Robert Muli"	"Robert Muli"	"M"	5	1	1	0	3	3	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Wholesale and Retail"	"Own Finances"	1377	0		90	"tecnzt96xst48"	"Top"	0.14	9.546	0.315	0.207	1.214	9.681	91.11	2.024	143.634	62463.7	40.8	25776.3	593.7	776.3	699.6	119.3	1.42	0.088	8.84	5.91	0.068	0.544	6.443	3.681	2.052	0.143	954.044	21.8	1.734	0.085	60.121	36.495	25.109	37.008										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Ngumuti"	"Kyaana"	"Peter Musyoka nzomo"	"Elizabeth Nduku Musyoka"	"F"	3	1	2	0	0	0.75	"Yes"	"Rainfed"	"Fertilizer"	"Commercial Purposes"	"Wholesale"	"Own Finances"	1382	1405.3206		450	"tecohj40uxf87"	"Top"	0.16	8.711	0.829	0.52	3.22	12.869	123.721	2.465	120.806	85614.3	60.5	39789.3	619	735.6	969	114	1.719	0.138	10.71	5.685	0.098	0.932	9.632	6.667	2.678	0.281	1495.38	34.1	1.742	0.133	135.208	56.695	13.911	39.129	2.25	0.11	1.36	10.9	10.7	0.14	102	33.3	1000	"1202.5"	"<llq"	1176.5	150.5	902	78	"14"	50.79992651	2.289116657	"<llq"	"<llq"	"<llq"	6854.5	2	142.5	"<llq"	"<llq"	"<llq"	"<llq"	12028.5	0.77	0.26	2.45	247	1823	"4"	"<llq"	"1.5"	15.5	1226.5	"<llq"	"<llq"	117	"<llq"	1.12	0.28	0.42	2.36	3.38	0.078	7.27	35.7	45.2	"<llq"	"<llq"	50	"<llq"	3594.5	"<llq"	40	50.2500357	1.776145854	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	4342.5	0.001	0.14	1.99	46.4	"861.5"	"1.5"	"<llq"	"<llq"	5.00E+00	867.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Ngumuti"	"Kyaana"	"Daniel Wambua"	"Monica Mwoti Wambua"	"F"	5	2	2	0	1	2	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Relatives"	1377	0		45	"tecoru56xji64"	"Top"	0.14	12.526	0.711	0.343	2.363	10.427	125.021	1.839	154.998	51924.8	39.9	25673.6	640.1	724.8	670.6	112.1	1.293	0.103	10.42	5.877	0.084	0.456	8.455	5.268	2.363	0.146	976.806	18.5	1.767	0.097	66.213	34.687	25.015	34.055										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Kyevaluki"	"Ngolyu"	"Hellen Peter"	"Hellen Peter"	"F"	6	3	2	0	1	2.5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Own Finances"	1394	0	3.822	675	"tecpfx51efn38"	"Top"	0.24	7.506	0.371	0.467	4.709	12.24	196.024	3.523	134.492	71841.5	103.3	46814.5	885.5	782	899.4	130.5	2.355	0.179	12.2	5.76	0.118	0.664	11.57	7.565	2.942	0.138	995.074	54.5	1.768	0.17	129.104	64.57	19.069	16.305										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Kyevaluki"	"Ngolyu"	"Martin Mutinda"	"Ann Mutinda"	"F"	6	3	1	0	2	5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1393	0		450	"tecpgc57chn87"	"Top"	0.17	16.27	0.394	0.229	4.503	14.263	171.369	2.749	138.437	103765.1	139.2	63794.7	731.1	888.7	1159.5	138.4	2.347	0.147	10.81	5.51	0.094	1.038	8.124	4.763	1.805	0.156	1832.045	77.4	1.777	0.146	180.056	70.19	17.292	19.988										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Kyevaluki"	"Kithundi"	"Nzioka Mwasa"	"Joyce Nzioka"	"F"	6	1	1	2	2	0.5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Retail"	"Own Finances"	1421	0		210	"tecplf81bnr13"	"Top"	0.15	17.556	0.377	0.325	3.525	14.845	171.078	3.303	131.625	96128.1	74.2	40563.4	574.4	626	1003.4	113.7	2.126	0.158	9.7	5.573	0.119	1.072	9.224	5.544	2.447	0.158	1495.772	43.3	1.783	0.155	125.992	66.28	15.88	35.97										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Ngumuti"	"Kithundi"	"Muinde Mutiso"	"Muinde Mutiso"	"M"	5	1	2	0	2	1	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1446	0		450	"tecpqg85swz53"	"Top"	0.12	19.522	0.454	0.432	2.068	20.43	138.329	2.448	105.719	87541.7	50	35666	488.7	580	960.4	112.4	1.695	0.122	9.3	5.536	0.114	1.012	8.527	5.411	2.105	0.196	1363.004	28.7	1.85	0.113	83.877	60.884	13.327	44.226										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Mbusyani"	"Kithini"	"Stephen Mwalo"	"Angela Mwalo"	"F"	5	1	1	0	3	0.25	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1551	0		144	"tecpqr62pzo46"	"Top"	0.17	20.58	0.405	0.353	3.404	16.2	209.463	3.749	159.756	105450.5	73.6	43269.5	545.4	790.8	1058.6	119.5	2.379	0.174	8.69	5.534	0.116	1.19	7.322	4.958	2.245	0.162	1539.366	46.2	1.851	0.163	131.595	53.545	14.98	39.393										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kangundo"	"Matetani"	"Kithini"	"Joseph Kilika"	"Joseph Kilika"	"M"	6	2	2	0	2	4	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1550	0		30	"tecrxk74pto37"	"Top"	0.12	15.054	0.286	0.221	2.66	16.892	157.88	2.754	116.396	85421.3	56.8	33776.9	373.5	744	728.1	108	1.644	0.113	6.87	5.415	0.094	1.233	5.541	3.661	1.508	0.139	1302.951	28	1.883	0.112	121.417	51.868	11.641	38.394										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Ngumuti"	"Kithuiyani"	"Benson Kamule"	"Eunice Kamule"	"F"	5	1	2	0	2	1.5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1434	0		350	"tecpzo89dnh38"	"Top"	0.14	15.093	0.303	0.274	3.505	15.909	200.74	3.301	129.883	100215.2	104.6	51488.7	569.2	688.7	1087.2	111.8	1.899	0.147	9.48	5.405	0.111	1.17	5.762	3.822	1.526	0.163	1774.986	50.8	1.885	0.146	134.104	59.649	11.091	35.445										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Ngumuti"	"Ngomani"	"Moses Kivungi"	"Moses Kivungi"	"M"	4	1	2	0	1	1	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Own Finances"	1461	1478.1937	4.02	1080	"tecqay36fsv45"	"Top"	0.17	16.848	0.41	0.44	3.858	12.597	242.147	2.533	124.24	85236	75.4	40903.2	592.2	708.8	883.3	109	2.015	0.144	9.64	5.637	0.117	0.802	8.322	5.703	2.288	0.162	1452.964	40.9	1.887	0.142	125.424	68.218	14.41	19.946	2.33	0.17	1.64	14.5	10.8	0.21	119	40	622	"588.5"	"<llq"	714	177	1465.5	41	"30.5"	50.50083148	2.420188065	"<llq"	"<llq"	"<llq"	5927	2	3869.5	"<llq"	"<llq"	"<llq"	"<llq"	15784.5	0.68	0.31	4.02	215	2328.5	"4"	"<llq"	"<llq"	16.5	1805	"<llq"	"<llq"	59	"<llq"	1.14	0.47	0.58	1.57	3.28	0.066	8.26	42.3	48.4	"<llq"	"<llq"	55	"5.5"	4990	"<llq"	53	50.77531527	1.28611723	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	6043.5	0.001	0.2	1.06	44.3	"1086"	"2.5"	"<llq"	"<llq"	4.00E+00	707	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Ngumuti"	"Ngomani"	"Anna Nthenya Kilika"	"Anna Nthenya Kilika"	"F"	3	0	2	0	1	2	"No"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Own Finances"	1444	0		120	"tecqhg54ktd67"	"Top"	0.1	11.411	0.556	0.239	1.788	9.528	124.715	2.204	133.64	46364.3	31.6	19804.5	444.8	594.6	498.5	102.4	0.773	0.057	7.82	6.007	0.076	0.661	6.554	4.327	2.036	0.191	986.696	12.5	1.904	0.048	46.037	31.704	19.657	50.633										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kakuyuni"	"Ngumuti"	"Mikoikoni"	"Daniel Munguti"	"Daniel Munguti"	"M"	4	3	1	0	0	2.5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1503	0		60	"tecqrl37qcx84"	"Top"	0.14	14.348	0.33	0.309	1.931	11.671	153.842	2.474	125.558	81862.4	48.4	30592.1	492.8	723.5	753.2	119.3	1.789	0.129	8.27	5.586	0.093	0.934	7.793	4.634	2.055	0.137	1090.235	27.8	1.916	0.12	73.571	47.211	17.141	38.242										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kangundo"	"Kikambuani"	"Katui"	"Joshua Mwongela Mutune"	"Joshua Mwongela Mutune"	"M"	3	1	1	0	1	1	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1506	1065.2056	2.897	0	"tecqst52kdc25"	"Top"	0.19	14.15	0.331	0.323	3.428	16.034	143.865	2.855	125.803	95762	94.8	48607.4	568	767.3	985.8	122.4	2.805	0.169	9.05	5.442	0.111	1.265	6.576	4.589	1.596	0.16	1637.825	53	1.935	0.164	138.755	59.203	12.335	38.198	2.37	0.11	1.75	29.9	9.64	0.14	122	32.8	627	"636.5"	"<llq"	821	202	1043.5	69	"19.5"	49.32859185	2.520159447	"<llq"	"<llq"	"<llq"	6008	2	687.5	"<llq"	"<llq"	"<llq"	"<llq"	16729	0.68	0.34	0.8	240	2436.5	"3.5"	"<llq"	"1.5"	28.5	1342	"<llq"	"<llq"	71	"<llq"	1.47	0.44	0.49	2.2	2.39	0.096	9.03	34.4	39.1	"<llq"	"<llq"	46	"5"	4625.5	"<llq"	40	51.05324354	1.502781735	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3	"<llq"	4939	0.001	0.17	0.76	41.1	"1179"	"2"	"<llq"	"<llq"	1.00E+00	809.5	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kangundo"	"Kikambuani"	"Mikoikoni"	"Gregory Ngila"	"Gregory Ngila"	"M"	4	1	1	0	2	1.5	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1509	0		720	"tecqyj41tzn23"	"Top"	0.18	46.309	0.337	0.133	1.862	13.726	103.97	3.351	172.973	34152.2	38	18493.8	517.4	1541	367.4	123	0.977	0.065	7.06	5.753	0.067	0.664	5.44	3.373	1.132	0.133	1036.285	11.9	1.97	0.064	68.252	31.501	24.411	38.436										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kangundo"	"Kikambuani"	"Uamani"	"Ngoi Nthei"	"Josephine Muli"	"F"	5	1	1	3	0	4	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1552	0		180	"tecrnd91xsj85"	"Top"	0.13	16.316	0.315	0.309	1.756	20.211	171.901	2.949	188.046	56979.3	40.9	22590.6	421.4	873.2	527	106.3	1.215	0.074	6.89	5.746	0.085	0.744	6.024	3.688	1.855	0.153	1102.969	16.4	1.998	0.075	52.173	40.682	16.203	44.863										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kivuluni"	"Anthony Mutua Wambua"	"Anthony Mutua Wambua"	"M"	1	1	0	0	0	1	"No"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Relatives"	1593	0		0	"tecrnh02vqg37"	"Top"	0.2	21.408	0.43	0.581	3.328	16.106	191.485	2.831	156.235	91828.6	70.8	39020	595.7	797.8	909.9	118.2	2.401	0.167	8.83	5.622	0.106	0.986	9.241	5.927	2.479	0.163	1501.184	42.6	2.022	0.167	90.836	59.992	14.522	40.195										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Kangundo"	"Kangundo"	"Kikambuani"	"Kayangi"	"Samuel Kisyanga"	"Samuel Kisyanga"	"M"	9	4	1	0	4	3.1	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Retail"	"Own Finances"	1516	1249.5424	3.398	840	"tecsbj62nju64"	"Top"	0.15	20.348	0.418	0.368	4.024	17.856	206.062	2.446	144.428	89313.8	78.9	40922.5	521.8	773.7	859.4	101.9	2.432	0.159	8.98	5.591	0.129	1.037	8.991	5.559	1.985	0.176	1359.58	39.5	2.039	0.158	127.786	64.962	12.864	33.412	2.37	0.19	2.02	19.8	7.63	0.13	63.4	31	352	"524"	"<llq"	448.5	96	1648	51.5	"20"	50.15675428	2.216476609	"<llq"	"<llq"	"<llq"	4928	2	1331.5	"<llq"	"<llq"	"<llq"	"<llq"	19977.5	0.5	0.22	1.82	87.9	1729.5	"<llq"	"<llq"	"1"	19	1256.5	"<llq"	"<llq"	73	"<llq"	1.18	0.22	0.4	1.14	2.85	0.072	7.84	25	35.6	"<llq"	"<llq"	50.5	"<llq"	3022.5	"<llq"	54.5	49.07771947	1.487194724	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	4.5	"<llq"	4297	0.001	0.13	0.41	52.3	"953"	"2.5"	"<llq"	"<llq"	16.5	868	"<llq"	"<llq"	"<llq"	"<llq"	"A"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kaseveni"	"Beatrice Koki Mwonga"	"Beatrice Koki Mwonga"	"F"	1	0	1	0	0	2	"Yes"	"Rainfed"	"Fertilizer"	"Self Consumption"	"NA"	"Own Finances"	1330	0		30	"tecsjz39dfx72"	"Top"	0.09	11.238	0.306	0.197	1.554	6.163	127.019	1.641	81.887	34537	27.5	13908.7	298	557	303.3	92.2	0.451	0.035	4.82	6.248	0.059	0.299	3.785	2.329	0.845	0.119	712.693	8.2	2.039	0.036	32.427	29.929	18.231	54.204										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Yanthoko"	"Stephen Mwema"	"Stephen Mwema"	"M"	4	1	1	0	2	2	"No"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Table Banking & Own Financing"	1239	0		180	"tecskt34exq46"	"Top"	0.16	23.862	0.344	0.316	2.812	12.645	138.204	2.39	137.188	87345.6	50.7	33243.6	580.5	751.6	865	135.7	1.711	0.123	8.9	5.574	0.094	0.972	9.854	5.552	2.614	0.165	1141.747	35.8	2.15	0.118	123.61	54.379	19.285	31.848										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Yanthoko"	"Phillip Kimanthi Kilonzo"	"Phillip Kimanthi Kilonzo"	"M"	6	1	1	0	4	1	"Yes"	"Rainfed"	"Manure"	"Self Consumption"	"NA"	"Own Finances"	1253	0		900	"tecteb28wns14"	"Top"	0.14	23.027	0.306	0.302	3.39	19.29	161.364	2.679	103.889	91081	57.4	38217.1	443.1	553.9	912.6	109.5	1.194	0.11	8.29	5.483	0.089	1.037	6.305	4.234	1.601	0.154	1428.052	34.7	2.22	0.105	134.391	61.999	12.241	36.586										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kibao"	"Richard Muteti"	"Richard Muteti"	"M"	6	1	1	0	4	4.5	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Wholesale"	"Table Banking & Own Financing"	1248	0		135	"tecsul94rng72"	"Top"	0.1	5.85	0.632	0.267	1.497	11.021	115.817	1.743	112.782	43519.4	31.6	19291.6	361.3	560.3	438	102.9	0.772	0.064	6.76	5.557	0.072	0.784	4.417	2.639	1.333	0.196	970.747	11.3	2.286	0.058	56.572	41.578	14.644	46.33										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Loamy Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kwa Ngunzu"	"Veronica Syonthia Kanyele"	"Veronica Syonthia Kanyele"	"F"	2	1	1	0	0	1	"Yes"	"Rainfed"	"None"	"Self Consumption"	"NA"	"Relatives"	1219	0		60	"tectgb27xyd26"	"Top"	0.13	28.264	0.691	0.315	1.866	10.638	98.88	2.035	148.159	52550.1	48.7	26637	728.9	660.8	661.3	124.3	0.997	0.083	10.97	6.06	0.077	0.809	6.508	3.493	2.132	0.203	938.924	23.2	2.388	0.075	69.832	42.879	24.262	31.821										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kwa Ngunzu"	"Cosmas Kioko"	"Cosmas Kioko"	"M"	5	1	1	0	3	1	"No"	"Rainfed"	"None"	"Self Consumption"	"NA"	"Own Finances"	1240	0		120	"tectkn01zcl14"	"Top"	0.12	11.238	0.328	0.229	2.842	18.277	151.55	2.437	104.868	87715.1	55.1	40241.9	464.1	476.7	948.5	124.7	1.416	0.082	8.52	5.464	0.071	1.323	5.295	3.23	1.722	0.179	1465.282	35.5	2.426	0.084	108.951	61.43	15.117	29.217										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kibau"	"Kibao"	"John Mulili"	"John Mulili"	"M"	6	3	2	0	1	10	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Middlemen"	"Own Finances"	1254	0		150	"tecerp97nts53"	"Top"	0.13	5.097	0.558	0.552	7.438	21.732	176.987	1.968	126.611	79188.5	60.3	51802.1	838.2	728	1189.3	157	1.676	0.108	14.53	6.255	0.1	0.505	17.275	11.898	5.159	0.361	1095.297	43.1	2.435	0.112	112.958	68.351	15.662	10.582										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kamwala"	"Kivulusa"	"Jane Ngina"	"Jane Ngina"	"F"	8	1	2	0	5	2	"Yes"	"Rainfed"	"Manure"	"Both Commercial Purposes and Self Consumption"	"Retail"	"Relatives"	1251	992.3527	2.699	45	"tectyu85tjs15"	"Top"	0.14	16.817	0.295	0.238	3.699	14.981	158.972	2.804	110.528	94430.7	68.7	42185.2	457.1	568.7	924	117.6	1.484	0.108	8.23	5.483	0.096	1.172	5.393	3.593	1.496	0.165	1432.473	41.2	2.45	0.11	129.634	61.185	12.009	29.373										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""	1.61	0.45	0.52	1.78	4.58	0.097	11.3	37.8	48.9	"<llq"	"<llq"	53.5	"8"	4722.5	"<llq"	47.5	44.15105136	1.300765773	"<llq"	"<llq"	"<llq"	"<llq"	2	"<llq"	"<llq"	"<llq"	3.5	"<llq"	5150	0.001	0.2	0.001	22.9	"1165"	"2"	"<llq"	"<llq"	5.00E+00	802.5	"<llq"	"<llq"	"<llq"	"<llq"	"B"	"A"	"Red Soil"	"Red Soil"
"Machakos"	"Mwala"	"Mwala"	"Kamwala"	"Mathunthini"	"Paul Nduva"	"Hellen Kisilu"	"F"	9	2	3	1	3	3	"Yes"	"Rainfed"	"Fertilizer"	"Both Commercial Purposes and Self Consumption"	"Retail and Middlemen"	"Other Sources"	1248	0		600	"tecuam18vpt84"	"Top"	0.15	25.813	0.659	0.834	5.219	10.78	155.79	1.95	121.302	69284.4	37.4	35034	695.3	816.9	968.7	145.2	1.484	0.089	12.92	6.123	0.132	0.63	23.017	20.31	4.808	0.235	1289.565	32.8	2.646	0.099	124.252	60.065	22.381	16.625										""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	"D"	"A"	"Red Soil"	"Red Soil"
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
""	""	""	""	""	""	""	""							""	""	""	""	""	""					""	""																																												""	""					""			""	""	""				""	""	""	""							""	""	""			""	""		""										""	""		""		""				""	""	""	""		""	""	""		""						""	""	""	""			""	""	""	""	""	""	""	""
