Descriptive statistics of input features
| Descriptive statistics | |||||
|---|---|---|---|---|---|
| Feature | Mean | Median | SD | Min | Max |
| US CPI inflation | 3.73 | 3.02 | 2.76 | −0.36 | 13.55 |
| US population growth | 1.00 | 0.96 | 0.26 | 0.12 | 1.66 |
| US GDP growth | 2.97 | 3.10 | 2.20 | −3.40 | 7.24 |
| US unemployment rate | 6.00 | 5.65 | 1.60 | 3.50 | 9.70 |
| US labor force participation rate | 63.64 | 63.90 | 2.70 | 58.70 | 67.20 |
| US merchandise trade | 15.49 | 15.57 | 5.19 | 6.40 | 24.03 |
| US CPI index 2010 | 61.63 | 62.46 | 35.25 | 13.71 | 124.27 |
| US Real interest rate | 3.64 | 3.07 | 2.29 | −1.28 | 8.59 |
| US GDP per capita growth | 1.95 | 2.03 | 2.16 | −4.33 | 6.31 |
| US lending interest rate | 7.07 | 6.82 | 3.28 | 3.25 | 18.87 |
| World annual population growth | 1.57 | 1.57 | 0.34 | 0.94 | 2.13 |
| World GDP growth | 3.47 | 3.62 | 1.74 | −3.27 | 6.56 |
| World GDP per capita growth | 1.87 | 2.06 | 1.62 | −4.27 | 4.82 |
| World merchandise trade | 32.84 | 30.60 | 10.50 | 16.04 | 51.07 |
| World urban growth | 2.44 | 2.44 | 0.32 | 1.69 | 3.23 |
| Global temperature anomalies | 0.38 | 0.36 | 0.31 | −0.14 | 0.99 |
| Average temperature | 52.65 | 52.54 | 1.07 | 50.88 | 55.28 |
| Maximum temperature | 64.52 | 64.34 | 1.13 | 62.68 | 67.69 |
| Minimum temperature | 40.78 | 40.70 | 1.08 | 38.87 | 43.13 |
| Heating degree days | 4485.52 | 4516.00 | 290.17 | 3780.00 | 5030.00 |
| Cooling degree days | 1258.90 | 1235.00 | 125.40 | 1016.00 | 1547.00 |
| Precipitation | 30.81 | 30.62 | 2.16 | 25.70 | 34.96 |
| Corn ending stocks | 1571.36 | 1435.91 | 855.04 | 425.92 | 4881.68 |
| Corn exports | 1628.84 | 1821.32 | 622.53 | 396.36 | 2752.62 |
| Corn use, feed and residual | 4628.84 | 4659.45 | 889.28 | 2966.15 | 6131.62 |
| Corn use, food seed industrial | 2428.12 | 1533.50 | 2354.49 | 314.94 | 7056.77 |
| Corn imports | 14.23 | 7.09 | 23.74 | 0.47 | 159.95 |
| Soybean crush | 1257.64 | 1253.99 | 546.07 | 0.00 | 2190.00 |
| Soybean ending stocks | 237.39 | 208.08 | 155.67 | 0.00 | 909.04 |
| Soybean exports | 908.27 | 804.65 | 554.86 | 0.00 | 2265.43 |
| Soybean imports | 7.12 | 3.38 | 12.12 | 0.00 | 71.76 |
| Wheat domestic | 1018.68 | 1113.70 | 231.45 | 581.10 | 1389.28 |
| Wheat ending stocks | 852.60 | 845.25 | 347.27 | 305.82 | 1904.98 |
| Wheat exports | 1055.19 | 1040.40 | 255.55 | 543.99 | 1770.72 |
| Wheat imports | 56.55 | 40.71 | 53.61 | 0.99 | 172.47 |
| Descriptive statistics | |||||
|---|---|---|---|---|---|
| Feature | Mean | Median | SD | Min | Max |
| US CPI inflation | 3.73 | 3.02 | 2.76 | −0.36 | 13.55 |
| US population growth | 1.00 | 0.96 | 0.26 | 0.12 | 1.66 |
| US GDP growth | 2.97 | 3.10 | 2.20 | −3.40 | 7.24 |
| US unemployment rate | 6.00 | 5.65 | 1.60 | 3.50 | 9.70 |
| US labor force participation rate | 63.64 | 63.90 | 2.70 | 58.70 | 67.20 |
| US merchandise trade | 15.49 | 15.57 | 5.19 | 6.40 | 24.03 |
| US CPI index 2010 | 61.63 | 62.46 | 35.25 | 13.71 | 124.27 |
| US Real interest rate | 3.64 | 3.07 | 2.29 | −1.28 | 8.59 |
| US GDP per capita growth | 1.95 | 2.03 | 2.16 | −4.33 | 6.31 |
| US lending interest rate | 7.07 | 6.82 | 3.28 | 3.25 | 18.87 |
| World annual population growth | 1.57 | 1.57 | 0.34 | 0.94 | 2.13 |
| World GDP growth | 3.47 | 3.62 | 1.74 | −3.27 | 6.56 |
| World GDP per capita growth | 1.87 | 2.06 | 1.62 | −4.27 | 4.82 |
| World merchandise trade | 32.84 | 30.60 | 10.50 | 16.04 | 51.07 |
| World urban growth | 2.44 | 2.44 | 0.32 | 1.69 | 3.23 |
| Global temperature anomalies | 0.38 | 0.36 | 0.31 | −0.14 | 0.99 |
| Average temperature | 52.65 | 52.54 | 1.07 | 50.88 | 55.28 |
| Maximum temperature | 64.52 | 64.34 | 1.13 | 62.68 | 67.69 |
| Minimum temperature | 40.78 | 40.70 | 1.08 | 38.87 | 43.13 |
| Heating degree days | 4485.52 | 4516.00 | 290.17 | 3780.00 | 5030.00 |
| Cooling degree days | 1258.90 | 1235.00 | 125.40 | 1016.00 | 1547.00 |
| Precipitation | 30.81 | 30.62 | 2.16 | 25.70 | 34.96 |
| Corn ending stocks | 1571.36 | 1435.91 | 855.04 | 425.92 | 4881.68 |
| Corn exports | 1628.84 | 1821.32 | 622.53 | 396.36 | 2752.62 |
| Corn use, feed and residual | 4628.84 | 4659.45 | 889.28 | 2966.15 | 6131.62 |
| Corn use, food seed industrial | 2428.12 | 1533.50 | 2354.49 | 314.94 | 7056.77 |
| Corn imports | 14.23 | 7.09 | 23.74 | 0.47 | 159.95 |
| Soybean crush | 1257.64 | 1253.99 | 546.07 | 0.00 | 2190.00 |
| Soybean ending stocks | 237.39 | 208.08 | 155.67 | 0.00 | 909.04 |
| Soybean exports | 908.27 | 804.65 | 554.86 | 0.00 | 2265.43 |
| Soybean imports | 7.12 | 3.38 | 12.12 | 0.00 | 71.76 |
| Wheat domestic | 1018.68 | 1113.70 | 231.45 | 581.10 | 1389.28 |
| Wheat ending stocks | 852.60 | 845.25 | 347.27 | 305.82 | 1904.98 |
| Wheat exports | 1055.19 | 1040.40 | 255.55 | 543.99 | 1770.72 |
| Wheat imports | 56.55 | 40.71 | 53.61 | 0.99 | 172.47 |
Source(s): Created by the authors
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