| 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 | |