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AgriculturalYieldPredictor

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train · 91 rows

idx int64 0 99	Date stringclasses 8 values	Region stringlengths 11 19	Temperature_Avg int64 3 30	Rainfall_Total int64 0 80	Soil_Nitrogen_Level stringclasses 5 values	Crop_Type stringlengths 3 18	Historical_Yield int64 50 260	Predicted_Yield int64 60 270
0	2021-01-01	North Valley	5	10	High	Wheat	200	210
1	2021-01-01	South Valley	7	15	Medium	Corn	180	190
2	2021-02-01	East Valley	6	20	Low	Rice	160	170
3	2021-02-01	West Valley	8	5	Medium	Soybean	220	230
4	2021-03-01	Central Valley	10	25	High	Wheat	210	220
5	2021-04-01	North Valley	12	30	High	Wheat	230	240
6	2021-04-01	North Valley	12	0	Low	Wheat	220	225
7	2021-04-01	North Valley	12	12	High	Corn	195	205
8	2021-04-01	North Valley	7	12	Medium	Corn	190	200
9	2021-04-01	East Valley	15	5	Medium	Corn	190	200
10	2021-04-01	East Valley	12	10	Medium	Rice	150	155
11	2021-04-01	Highland Plains	12	35	Medium	Barley	190	200
12	2021-04-01	Highland Plateau	12	30	Medium	Barley	140	150
13	2021-04-01	Highland Plateau	12	30	Very High	Barley	150	160
15	2021-04-01	South Valley	9	10	Medium	Corn	190	200
16	2021-04-01	South Valley	9	30	High	Corn	200	205
17	2021-04-01	South Valley	9	30	Medium	Wheat	185	195
18	2021-04-01	South Valley	9	18	Low	Wheat	210	220
19	2021-04-01	South Valley	20	30	High	Wheat	230	240
20	2021-04-01	North Valley	9	20	High	Wheat	215	225
21	2021-04-01	Coastal Lowlands	15	60	High	Sugar Cane	230	240
22	2021-04-01	Lake District	9	35	High	Potato	190	200
23	2021-04-01	Delta Basin	18	45	Medium	Sorghum	190	200
25	2021-05-01	East Valley	15	5	Low	Rice	170	180
26	2021-05-01	East Valley	14	45	Medium	Rice	175	180
27	2021-05-01	East Valley	16	5	Low	Soybean	175	180
28	2021-05-01	East Valley	11	15	High	Rice	200	210
29	2021-05-01	Central Valley	25	10	Low	Soybean	215	225
30	2021-05-01	South Valley	14	30	Low	Corn	170	180
31	2021-05-01	Mountainous Terrain	10	10	Low	Quinoa	140	150
32	2021-05-01	Coastal Plains	15	40	Low	Grape	120	130
33	2021-05-01	Coastal Plains	22	40	High	Sweet Potato	230	240
35	2021-05-01	West Valley	11	15	Medium	Soybean	225	235
36	2021-05-01	West Valley	11	5	Medium	Soybean	215	220
37	2021-05-01	West Valley	18	10	High	Rice	215	225
38	2021-05-01	West Valley	10	10	Medium	Soybean	230	240
39	2021-05-01	West Valley	18	20	High	Rice	205	215
40	2021-05-01	West Valley	13	15	Medium	Soybean	225	235
41	2021-05-01	Arid Desert	20	5	Very Low	Date Palm	100	110
42	2021-05-01	Urban Garden	10	25	High	Herbs	90	100
43	2021-05-01	Hillside Region	15	50	Very High	Quinoa	210	225
45	2021-06-01	Central Valley	17	20	High	Wheat	220	230
46	2021-06-01	Central Valley	16	60	High	Wheat	230	240
47	2021-06-01	Central Valley	20	0	Medium	Corn	225	235
48	2021-06-01	Central Valley	13	20	Medium	Wheat	220	230
49	2021-06-01	North Valley	20	15	Medium	Wheat	240	250
50	2021-06-01	Central Valley	16	20	High	Wheat	220	230
51	2021-06-01	River Delta	18	70	High	Rice	260	270
52	2021-06-01	Desert Fringe	18	5	Very Low	Date	50	60
53	2021-06-01	Riverine Area	25	60	Medium	Cassava	220	235
55	2021-06-01	North Valley	14	25	High	Corn	210	220
56	2021-06-01	North Valley	17	0	Low	Corn	205	210
57	2021-06-01	North Valley	22	0	High	Wheat	205	215
58	2021-06-01	North Valley	8	22	High	Corn	205	215
59	2021-06-01	East Valley	22	5	High	Corn	220	230
60	2021-06-01	East Valley	11	25	Medium	Rice	155	160
61	2021-06-01	Island Archipelago	22	80	Medium	Mango	220	230
62	2021-06-01	Meadowlands	17	15	Medium	Oats	170	180
63	2021-06-01	Mountain Range	8	20	Very High	Tea	180	190
65	2021-07-01	South Valley	16	5	Medium	Rice	180	190
66	2021-07-01	South Valley	19	20	High	Rice	185	190
67	2021-07-01	South Valley	25	15	Medium	Soybean	190	200
68	2021-07-01	South Valley	10	30	Low	Rice	215	225
69	2021-07-01	South Valley	28	35	Medium	Soybean	250	260
70	2021-07-01	North Valley	10	5	Low	Wheat	200	210
71	2021-07-01	Prairie Steppe	16	40	Medium	Corn	210	220
72	2021-07-01	Alpine Meadows	10	10	Low	Alpine Strawberry	80	90
73	2021-07-01	Sandy Terrain	30	10	Low	Cactus	160	165
75	2021-07-01	East Valley	18	10	Low	Soybean	205	215
76	2021-07-01	East Valley	21	55	Medium	Soybean	225	230
77	2021-07-01	East Valley	23	20	Low	Rice	180	185
78	2021-07-01	East Valley	14	20	High	Soybean	240	250
79	2021-07-01	Central Valley	30	15	Low	Rice	235	245
80	2021-07-01	South Valley	15	35	Medium	Corn	180	190
81	2021-07-01	Tundra Zone	3	15	Very Low	Siberian Pea Shrub	80	90
82	2021-07-01	Savanna Edge	20	10	Very High	Maize	130	140
83	2021-07-01	Urban Farms	19	35	Medium	Microgreens	100	110
85	2021-08-01	West Valley	20	0	Medium	Wheat	215	225
86	2021-08-01	West Valley	22	3	Low	Wheat	235	240
87	2021-08-01	West Valley	21	5	High	Wheat	220	230
88	2021-08-01	West Valley	12	25	Medium	Wheat	230	240
89	2021-08-01	West Valley	25	20	High	Wheat	245	255
90	2021-08-01	West Valley	17	10	High	Soybean	230	240
91	2021-08-01	Cherry Orchard	20	20	High	Cherries	250	260
92	2021-08-01	River Basin	13	45	Medium	Rice	200	210
93	2021-08-01	Prairie Grasslands	28	70	Very High	Canola	200	215
95	2021-08-01	Central Valley	19	30	High	Corn	220	230
96	2021-08-01	Central Valley	23	75	High	Corn	245	250
97	2021-08-01	Central Valley	20	35	Medium	Corn	235	245
98	2021-08-01	Central Valley	15	18	Low	Corn	225	235
99	2021-08-01	North Valley	27	25	Medium	Corn	230	240

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