Datasets:

Gikandi1
/

hass-avocado-yield

County stringclasses 20 values	Year int64 2.01k 2.03k	Month int64 1 12	Rainfall_mm float64 20 981 ⌀	Average_Temperature_C float64 4.69 40.3	Humidity_Percent float64 31.6 107 ⌀	Soil_Type stringclasses 10 values	Soil_pH float64 4.24 8.06 ⌀	Soil_Organic_Matter_Percent float64 -0.97 7.98 ⌀	Hass_Avocado_Yield_Tonnes_Per_Hectare float64 2.83 15.4	Altitude_m float64 900 2.8k	Slope_Degrees float64 0 35	Solar_Radiation_MJ_m2 float64 10 30	Wind_Speed_m_s float64 0.1 8.9	Fertilizer_kg_ha float64 0 381 ⌀	Irrigation_mm int64 0 120	Tree_Age_Years int64 1 30	Planting_Density_Trees_ha int64 90 199	Pest_Severity stringclasses 3 values	Disease_Severity stringclasses 3 values	NDVI float64 0.2 0.95 ⌀	EVI float64 0.1 0.8	Soil_Moisture_Percent float64 5 60 ⌀
Nakuru	2,024	11	122.37	26.12	82.78	Volcanic	6.29	2.74	8.37	1,423	6.9	25.63	3.99	188.5	80	4	134	Low	Low	0.587	0.447	27.8
Meru	2,025	11	73.79	26.43	93.78	Sandy Loam	6.76	3.14	9	1,597	6.6	24.55	2.24	190.9	0	6	97	Low	Low	0.625	0.51	10.5
Nakuru	2,025	6	116.69	25.41	63.03	Loam	6.38	4.83	10.05	2,061	4.6	20.75	2.81	224.4	20	29	155	Low	Low	0.612	0.562	26
Meru	2,015	1	157.17	25.18	76.83	Silt Loam	6.48	1.94	8.89	1,754	18.2	12.22	4.6	133.7	120	20	124	Low	Low	0.569	0.423	41.7
Kirinyaga	2,023	2	132.4	24.59	69.69	Loam	6	3.22	9.01	1,958	12.6	15.62	4.31	211.2	40	7	95	Low	Low	0.676	0.531	null
Embu	2,013	5	540.68	20.52	56.32	Loam	6.11	2.86	9.46	1,862	17.7	20.17	1.04	167.4	60	9	118	Medium	Low	0.891	0.547	22.8
Embu	2,012	5	null	21.77	88.14	Clay	6.6	3.99	9.2	1,522	8.8	16.9	3.85	200.9	100	29	129	Low	Medium	0.648	0.475	16.8
Meru	2,018	2	204.47	19.41	57.21	Sandy Loam	5.94	4.62	10.88	1,852	18.6	23.97	2.63	225.8	20	30	179	Low	Low	0.825	0.429	21
Murang'a	2,022	9	129.42	24.31	73.38	Sandy Loam	5.46	4.64	11.71	1,611	2.3	24.09	3.56	200.7	60	16	126	Medium	Low	0.833	0.42	28.2
Nyandarua	2,018	6	128.87	28.57	69.05	Loam	6.2	3.88	6.77	1,610	7	20.09	3.52	102.6	0	26	181	Low	Low	0.458	0.458	null
Embu	2,024	2	126.4	27.93	74.94	Silt Loam	6.65	2.99	9.7	1,727	6.9	25.49	3.27	174.6	60	7	125	Low	Low	0.538	0.455	25.4
Nyandarua	2,014	3	158.49	24.86	53.31	Silt Loam	5.67	3.77	9.81	1,273	7.3	21.34	4.81	280.8	0	7	157	Low	Low	0.601	0.501	22.3
Nyandarua	2,020	10	137.5	20.83	79.72	Sandy Loam	5.86	2.01	9.22	2,034	1	20.12	2.37	145.2	100	11	190	Low	Low	0.633	0.581	33.7
Kirinyaga	2,017	11	116.72	23.28	80.34	Volcanic	6.3	2.96	8.85	1,512	13.3	23.05	4.25	203.7	80	22	151	High	Low	0.54	0.498	24.2
Nyandarua	2,020	12	114.76	25.38	80.1	Sandy Loam	null	2.69	7.01	1,980	15.8	20.31	1.92	120.6	60	13	190	Low	Low	0.785	0.406	26.2
Murang'a	2,017	1	79.2	24.42	73.37	Silt Loam	5.6	3.94	8.47	1,738	8.1	23.79	5.42	205.5	20	5	186	Medium	Low	0.558	0.626	39
Kiambu	2,017	9	109.8	26.51	82.46	Silt Loam	4.87	4.59	8.28	2,129	5.5	27.12	5.33	152	0	27	95	Medium	High	0.681	0.348	34.6
Embu	2,020	2	126.67	19.8	60.53	Loam	6.4	4.29	9.47	1,515	10.7	20.33	1.4	260.5	0	29	145	Low	Low	0.819	0.425	26.5
Machakos	2,017	1	150.28	21.24	69.98	Loam	4.58	3.8	9.6	1,613	13.3	15.82	5.37	246	40	27	125	Medium	Low	0.717	0.517	28.4
Nakuru	2,016	12	151.26	20.72	56.55	Loam	6.01	4.31	11.49	1,795	16	20.98	3.44	203.9	0	30	168	Medium	Medium	0.64	0.347	19.8
Meru	2,021	7	68.62	22.94	70.32	Loam	6.01	2.92	8.73	1,082	4.8	21.76	3.36	164.3	60	16	99	Low	Low	0.544	0.437	21.3
Laikipia	2,020	7	135.9	19.76	68.92	Clay	6.06	2.1	7.4	1,932	8.1	20.37	2.39	143.7	60	19	101	High	Low	0.509	0.381	25.6
Embu	2,012	5	20	24.3	64.74	Volcanic	6.32	4.17	8.95	2,132	5.7	20.39	6.35	179.3	20	25	149	High	Low	0.608	0.475	28.1
Kiambu	2,015	3	141.6	20.71	72.21	Volcanic	6.86	3.47	9.58	2,016	6.7	22.39	5.41	166.3	20	24	195	Low	Medium	0.642	0.341	25.4
Nakuru	2,020	7	133.5	18.75	65.54	Silt Loam	5.53	2.22	10.25	1,911	18.6	17.07	2.68	182	80	30	110	Low	Low	0.802	0.449	31.7
Nyandarua	2,024	7	75.68	22.29	61.87	Loam	6.47	3.47	9.69	1,659	6.1	17.28	4.11	182.1	100	11	157	Medium	Low	0.56	0.272	32.9
Machakos	2,012	12	205.76	23.9	63.38	Sandy Loam	5.19	3.69	9.9	2,059	14.8	26.3	2.07	174.3	120	15	143	High	Low	0.638	0.448	23.4
Nakuru	2,025	6	116.69	25.41	63.03	Loam	6.38	4.83	9.86	2,001	13.2	18.85	4.87	237.7	0	7	109	Low	Low	0.692	0.341	30.1
Nyeri	2,012	5	152.55	22.75	67	Clay	6.01	4	10.31	1,810	10.1	21.64	3.48	189.5	0	28	91	Medium	High	0.723	0.414	26.6
Kirinyaga	2,022	10	167.47	21.09	77.35	Silt Loam	6.92	2.96	10.17	1,701	4.8	17.77	6.8	134	120	21	173	Low	Medium	0.932	0.343	29.7
Murang'a	2,016	12	121.09	17.46	79.4	Loam	6.04	2.49	8.88	1,599	15.9	24.34	3.21	147.9	120	14	142	Low	Low	0.825	0.361	38.6
Nakuru	2,024	11	149.47	21.3	71.3	Loam	6.16	3.5	8.16	1,356	7.7	23.63	6.37	239.8	0	23	116	High	null	0.308	0.478	34.1
Meru	2,025	12	null	16.74	96.67	Loam	6.25	5.31	10.87	2,043	4.7	21.2	2.73	229.5	0	19	174	Low	Low	0.563	0.522	8.6
Murang'a	2,016	6	101.59	22.87	80.04	Loam	6.41	3.1	9.37	1,092	12	19.42	0.31	160.3	0	28	128	Low	Medium	0.574	0.498	24.9
Nyeri	2,017	3	131.77	24.32	66.57	Clay	6.11	3.04	9.69	1,596	2.9	19.27	1.78	167.7	20	26	133	Low	High	0.843	0.498	38.2
Nyandarua	2,013	3	94.07	16.27	72.04	Clay	6.09	2.14	8.62	1,746	8.9	20.23	3.26	195.4	80	17	108	Medium	Low	0.706	0.426	29
Nakuru	2,020	10	135.68	20.06	73.8	Volcanic	5.91	null	7.89	1,941	2.5	26.65	5.07	287.7	100	30	152	Low	Low	0.767	0.466	24.5
Embu	2,025	11	94.61	17.16	75.61	Silt Loam	6.54	3.89	10.97	2,193	3.1	19.54	2.09	174.1	0	14	109	Low	Low	0.833	0.435	20.6
Kirinyaga	2,021	3	152.2	28.57	89.74	Silt Loam	6.64	4.53	9.51	1,978	16.8	18.1	3.88	198.8	0	20	151	Low	Medium	0.657	0.538	34.8
Meru	2,019	2	64.78	21.47	76.75	Volcanic	6.11	4.29	10.44	1,618	8	20.63	4.76	207.7	0	24	134	Medium	Medium	0.85	0.483	26.8
Nyeri	2,016	12	107.18	24.14	68.44	Clay	6.23	3.63	10.07	1,904	2.1	26.18	2.08	202.8	60	14	94	Medium	Low	0.429	0.569	26.4
Machakos	2,022	2	149.59	26.46	80.87	Sandy Loam	6.76	4	9.08	1,347	13.2	14.53	3.08	161.9	40	16	148	Low	Low	null	0.535	24.5
Embu	2,022	3	142.88	18.49	null	Sandy Loam	5.89	2.78	9.92	2,100	0.9	20.33	2.24	165.1	60	8	153	Medium	Low	0.722	0.401	32.5
Laikipia	2,025	11	null	18.85	68.97	Silt Loam	6.95	5.36	8.4	1,656	5	20.55	4.26	157.2	80	5	145	Low	Medium	0.562	0.255	30.1
Nyandarua	2,022	4	130.28	21.37	64.71	Loam	6.42	4.02	10.59	1,511	0.4	19.07	3.75	189.5	80	12	191	Medium	High	0.402	0.436	30.5
Embu	2,015	11	164.08	23.55	72.22	Clay	7.1	3.68	9.97	1,521	8.1	18.33	3.12	191.8	40	19	118	Low	Low	0.622	0.388	34.2
Embu	2,018	1	112.56	17.2	59.68	Volcanic	7.34	2.27	8.18	1,683	7.1	19.86	4.53	182.2	0	11	177	Low	Low	0.675	0.665	22
Kirinyaga	2,019	12	84.3	24.81	79.9	Sandy Loam	6.94	4.44	9.95	1,590	4.4	19.32	2.76	105.6	100	21	148	Medium	Low	0.768	0.454	31.6
Murang'a	2,025	3	77.39	19.11	79.83	Sandy Loam	null	4.22	10.52	2,341	35	24.41	2.38	215.4	0	10	192	Low	Low	0.823	0.48	22
Kiambu	2,013	9	142.51	21.59	66.44	Sandy Loam	6.59	2.33	10.4	1,499	9.9	20.49	3.21	209.2	60	23	140	Low	Low	0.876	0.541	38.5
Nyeri	2,012	2	124.59	21.54	75.41	Silt Loam	6.34	5.57	9.26	1,709	11.2	22.39	3.06	224.1	40	22	91	High	Medium	0.553	0.488	31.6
Kirinyaga	2,015	4	20	18.48	71.35	Volcanic	6.56	3.7	8.12	1,708	21.4	19.4	4.3	225.6	0	22	124	Medium	Low	0.589	0.325	14.4
Embu	2,022	7	168.69	23.19	70.42	Sandy Loam	6.4	3.31	10.35	1,708	9	13.95	3.53	242.4	100	5	116	Low	Medium	0.711	0.422	37.1
Kiambu	2,017	12	155.63	21.16	72.89	Loam	6.23	4.09	9.38	1,715	15.6	28.24	3.06	181.9	0	2	147	Low	Medium	0.636	0.349	30.3
Kirinyaga	2,021	3	139.26	26.7	54.36	Clay	6.09	0.94	8.44	1,565	8.6	25.72	2.71	105.4	40	10	152	Low	Medium	null	0.466	23.4
Kiambu	2,023	11	173.3	29.81	65.27	Silt Loam	6.67	4.11	10.94	1,537	2.7	21.39	4.24	218.8	60	16	119	Low	Low	0.713	0.584	31
Nyeri	2,013	3	132.14	23.24	63.33	Silt Loam	5.86	4.35	9.99	1,459	35	20.07	5.82	186.3	0	21	155	Medium	High	0.612	0.319	23.1
Kirinyaga	2,023	6	113.67	24.17	59.82	Loam	5.87	2.86	8.97	1,283	9.5	15.71	3.81	130.2	40	22	175	Medium	Medium	0.795	0.464	31.2
Machakos	2,012	7	135.57	22.64	67.34	Silt Loam	6.2	4.85	10.31	1,761	24.6	21.71	2.95	131.5	80	9	113	High	High	0.903	0.507	29.1
Kiambu	2,015	8	161.26	23.16	71.49	Volcanic	5.71	2.15	9.02	1,976	0.4	19.52	6.04	176.6	60	21	129	Low	Medium	0.727	0.54	19.8
Kirinyaga	2,024	7	118.62	16.75	83.05	Volcanic	6.13	2.93	9.38	1,548	8.8	22.34	3.18	98.4	0	20	189	Medium	Low	0.592	0.49	24.1
Laikipia	2,021	3	130.83	22.31	63.67	Sandy Loam	6.24	3.98	11.39	1,544	4.8	19.22	1.37	168.4	0	12	174	Low	Low	0.585	0.463	26.9
Machakos	2,022	9	139.85	24.17	70.16	Loam	5.2	3.88	9.17	1,611	16.1	25.22	1.97	191.6	120	27	179	Medium	Medium	0.567	0.652	27.7
Kiambu	2,016	12	51.93	22.52	73.76	Clay	7.07	4.47	6.98	1,571	0.1	16.19	3.01	183.3	0	11	173	Medium	Low	0.686	0.407	44.1
Nyeri	2,024	1	170.37	27.48	91.87	Clay	6.14	2.94	8.35	1,298	6.6	22.55	3.27	173.5	0	5	140	High	Medium	0.736	0.579	27.1
Nakuru	2,018	11	110.57	15.78	75.58	Silt Loam	6.22	2.25	9.48	2,082	4.4	22.28	3.57	172	120	18	96	Medium	Low	0.761	0.42	26
Meru	2,015	9	129.07	21.62	71.21	Clay	6.72	4.1	9.81	1,823	5.8	20	4.85	191.3	80	17	167	Low	Low	0.703	0.396	31.2
Meru	2,025	5	130.59	22.25	67.03	Loam	6.66	3.35	9.5	1,501	17.4	20.3	4.17	111	20	5	169	Low	Low	0.739	0.468	16.5
Laikipia	2,022	12	118.98	21.35	66.57	Clay	6.23	2.9	10.57	1,783	12.5	16.97	2.08	217	100	24	187	Medium	null	0.735	0.362	21.8
Kiambu	2,021	9	181.1	23	78.3	Loam	5.74	4.28	11.23	1,577	7.4	26.51	2.19	181.8	0	7	129	Low	Medium	0.837	0.618	26.5
Kiambu	2,019	1	190.04	21.91	74.32	Volcanic	6.33	2.87	9.94	1,641	4.7	17.99	3.56	119	120	12	161	Low	Low	0.694	0.372	17.7
Nyandarua	2,017	6	89.17	21.44	80.7	Clay	6.21	2.56	7.99	1,802	9.6	17.38	4.52	180.8	120	22	113	Low	Low	0.528	0.437	27.8
Laikipia	2,017	6	53.41	22.89	71.26	Loam	6.59	3.21	9.54	1,967	8	16.31	2.33	224.9	40	1	113	Low	Low	0.834	0.558	24.2
Nyeri	2,019	6	104.73	27.98	91.1	Silt Loam	6.81	2.04	8.29	2,125	4.4	20.83	3.5	182.6	0	23	176	Low	Low	0.711	0.284	21.9
Embu	2,024	6	108.67	24.24	77	Volcanic	6.94	4.89	10.97	2,177	6.2	18.52	3.08	209.4	0	18	127	High	Medium	0.816	0.455	43.1
Murang'a	2,019	2	128.03	21.48	65.68	Loam	6.07	4.67	11.36	1,630	2.9	17.24	3.76	201.4	0	18	136	Low	Low	0.872	0.522	24.5
Kirinyaga	2,023	4	117.27	17	61.09	Loam	6.47	2.95	9.12	1,560	5	19.69	4.95	216.3	0	20	91	Low	Low	0.893	0.412	30.7
Nakuru	2,014	2	56.59	19.44	65.04	Loam	5.6	3.17	8.1	1,728	11.2	20.66	3	154.7	0	30	173	Low	Low	0.52	0.398	41.9
Laikipia	2,021	7	123.2	22.96	70.86	Volcanic	5.71	4.22	8.06	1,736	5	18.56	3.28	173.1	40	2	111	Low	Medium	0.712	0.515	29.9
Laikipia	2,012	11	93.88	21.91	56.82	Clay	6.42	5.44	10.79	1,494	5.6	20.72	3.15	190.7	80	2	127	Low	Low	0.716	0.43	35.9
Kirinyaga	2,023	4	150.6	19.53	52.67	Loam	5.98	3.05	8.81	1,526	8.1	16.78	3.5	217.9	100	24	106	Medium	Medium	0.682	0.356	26
Laikipia	2,019	1	118.27	27.18	null	Volcanic	5.33	4.62	8.37	1,928	10.2	16.98	2.94	100.4	20	9	171	Low	Low	0.621	0.403	23.6
Embu	2,015	10	205.28	28.09	66	Silt Loam	6.15	4.65	11.93	2,160	4.7	19.91	4.05	101.5	60	14	183	Low	Low	0.809	0.395	22.8
Laikipia	2,017	4	69.46	23.05	81.7	Silt Loam	6.18	1.78	8.29	1,637	23.9	19.18	4.69	147.8	40	10	146	Medium	Low	0.798	0.453	25
Murang'a	2,013	8	null	30.8	null	Volcanic	5.96	4.23	7.4	1,519	9.6	24.2	4.01	188.1	0	20	142	Low	Low	0.716	0.411	32.1
Meru	2,023	11	123.52	24.88	67.41	Silt Loam	6.16	null	9.36	1,621	8.5	22.11	1.85	103.5	40	13	121	Low	Low	0.76	0.53	30.7
Nyeri	2,022	10	135.97	19.94	66.13	Clay	5.97	6.16	11.09	1,421	11.9	18.9	2.64	94	0	9	101	Medium	Low	0.635	0.416	34.2
Kirinyaga	2,020	6	82.1	21.24	80.27	Volcanic	5.62	0.93	7.66	1,624	3.7	21.19	5.62	114.5	60	22	185	Low	null	0.522	0.439	29
Embu	2,013	6	138.06	22.8	65.32	Loam	null	1.94	8.99	1,818	3.1	19.38	2.36	160.1	120	14	187	Medium	Low	0.622	0.411	32.2
Nyeri	2,016	5	177.32	22.03	70.4	Volcanic	6.74	3.84	10.11	1,677	13.9	19.92	4.15	248.9	40	23	171	Medium	High	0.388	0.51	32.6
Laikipia	2,021	10	150.65	19.38	62.89	Silt Loam	5.23	2.55	9.52	2,046	10.3	23.42	3.77	155.4	120	12	175	Low	Low	0.59	0.454	44
Embu	2,020	12	94.18	23.22	69.09	Loam	6.5	null	10.4	1,742	14	21.51	1.91	117.4	20	3	106	Medium	Low	0.705	0.498	24.3
Murang'a	2,023	1	130.19	23.25	63.35	Volcanic	5.69	4.96	9.44	1,835	8.5	20.9	2.69	132.5	0	16	100	Low	Low	0.697	0.4	13.6
Kiambu	2,012	1	83.85	22.25	53.84	Loam	6.36	3.45	9.44	1,658	8.8	19.13	3.74	137.6	80	26	100	Medium	Medium	0.69	0.264	16.7
Machakos	2,025	2	89.05	21.13	68.6	Loam	6.31	4.88	8.79	2,068	8.1	22.67	2.86	146.6	0	2	175	Medium	High	0.772	0.433	33.4
Meru	2,019	2	97.04	20.9	76.91	Silt Loam	6.15	1.85	9.45	1,358	3.6	18.69	2.16	211.2	20	16	176	Low	Medium	0.729	0.441	22.1
Nyeri	2,017	7	131.74	17.93	53.85	Silt Loam	6.43	3.46	7.89	1,615	7.6	15.51	2.65	127.2	100	2	151	Medium	Low	0.622	0.361	28.9
Nakuru	2,023	9	69.86	21.36	72.41	Silt Loam	6.39	4.2	8.3	1,371	11.7	13.19	4.19	186.5	0	3	131	Low	Low	0.638	0.5	23.5
Machakos	2,022	11	164.89	21.28	82.19	Loam	6.12	2.24	10.8	1,931	2	22.92	4.15	188.6	80	14	129	Low	Low	0.564	0.421	34.4
Nyandarua	2,018	11	178.84	19.64	78.16	Silt Loam	6.39	2.5	8.55	1,938	13.5	14.96	2.2	206.1	100	25	169	High	Low	0.582	0.467	15.8