idx,Date,Region,Temperature_Avg,Rainfall_Total,Soil_Nitrogen_Level,Crop_Type,Historical_Yield,Predicted_Yield
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