Prediction 32
Modelo | Deep learning model using BI-LSTM Layers |
---|---|
Autor | Eduardo Correa Araujo |
Descrição:
Forecast de novos casos para o geocode 2800308 entre 2022-01-01 e 2023-01-01 usando apenas os dados do geocode 2800308
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date | pred | lower_95 | lower_90 | lower_80 | lower_50 | upper_50 | upper_80 | upper_90 | upper_95 |
---|---|---|---|---|---|---|---|---|---|
2022-01-02 | 17.08 | - | 7.00 | - | - | - | - | 29.42 | - |
2022-01-09 | 15.28 | - | 6.51 | - | - | - | - | 23.67 | - |
2022-01-16 | 11.16 | - | 2.48 | - | - | - | - | 19.50 | - |
2022-01-23 | 10.67 | - | 1.22 | - | - | - | - | 17.69 | - |
2022-01-30 | 6.96 | - | 0.00 | - | - | - | - | 15.83 | - |
2022-02-06 | 11.80 | - | 0.98 | - | - | - | - | 20.55 | - |
2022-02-13 | 15.55 | - | 4.38 | - | - | - | - | 23.91 | - |
2022-02-20 | 13.13 | - | 4.82 | - | - | - | - | 24.05 | - |
2022-02-27 | 16.06 | - | 6.07 | - | - | - | - | 27.46 | - |
2022-03-06 | 12.79 | - | 4.02 | - | - | - | - | 25.03 | - |
2022-03-13 | 19.14 | - | 9.20 | - | - | - | - | 29.51 | - |
2022-03-20 | 19.58 | - | 8.34 | - | - | - | - | 32.35 | - |
2022-03-27 | 22.15 | - | 12.44 | - | - | - | - | 33.91 | - |
2022-04-03 | 19.76 | - | 10.54 | - | - | - | - | 29.69 | - |
2022-04-10 | 16.58 | - | 8.38 | - | - | - | - | 28.29 | - |
2022-04-17 | 19.23 | - | 9.97 | - | - | - | - | 30.56 | - |
2022-04-24 | 25.53 | - | 13.43 | - | - | - | - | 38.01 | - |
2022-05-01 | 43.47 | - | 26.35 | - | - | - | - | 69.38 | - |
2022-05-08 | 57.87 | - | 35.32 | - | - | - | - | 93.71 | - |
2022-05-15 | 84.55 | - | 56.72 | - | - | - | - | 121.13 | - |
2022-05-22 | 91.55 | - | 52.46 | - | - | - | - | 129.49 | - |
2022-05-29 | 103.04 | - | 57.16 | - | - | - | - | 138.97 | - |
2022-06-05 | 124.33 | - | 79.91 | - | - | - | - | 166.84 | - |
2022-06-12 | 129.34 | - | 86.40 | - | - | - | - | 173.71 | - |
2022-06-19 | 139.46 | - | 94.10 | - | - | - | - | 181.19 | - |
2022-06-26 | 152.00 | - | 102.04 | - | - | - | - | 192.69 | - |
2022-07-03 | 144.24 | - | 90.57 | - | - | - | - | 188.64 | - |
2022-07-10 | 146.17 | - | 93.14 | - | - | - | - | 189.64 | - |
2022-07-17 | 142.12 | - | 90.93 | - | - | - | - | 187.56 | - |
2022-07-24 | 143.42 | - | 92.74 | - | - | - | - | 180.66 | - |
2022-07-31 | 140.71 | - | 97.03 | - | - | - | - | 179.85 | - |
2022-08-07 | 146.59 | - | 82.32 | - | - | - | - | 186.90 | - |
2022-08-14 | 134.21 | - | 97.25 | - | - | - | - | 177.34 | - |
2022-08-21 | 145.17 | - | 96.55 | - | - | - | - | 190.97 | - |
2022-08-28 | 142.84 | - | 90.83 | - | - | - | - | 196.45 | - |
2022-09-04 | 141.62 | - | 98.11 | - | - | - | - | 188.26 | - |
2022-09-11 | 143.45 | - | 90.52 | - | - | - | - | 189.79 | - |
2022-09-18 | 141.72 | - | 93.29 | - | - | - | - | 179.07 | - |
2022-09-25 | 122.25 | - | 86.87 | - | - | - | - | 170.56 | - |
2022-10-02 | 117.50 | - | 79.45 | - | - | - | - | 160.48 | - |
2022-10-09 | 109.32 | - | 69.29 | - | - | - | - | 143.81 | - |
2022-10-16 | 97.09 | - | 57.37 | - | - | - | - | 149.51 | - |
2022-10-23 | 92.43 | - | 58.78 | - | - | - | - | 136.35 | - |
2022-10-30 | 103.04 | - | 69.52 | - | - | - | - | 136.76 | - |
2022-11-06 | 95.93 | - | 68.24 | - | - | - | - | 147.53 | - |
2022-11-13 | 87.25 | - | 51.33 | - | - | - | - | 136.80 | - |
2022-11-20 | 86.50 | - | 51.54 | - | - | - | - | 132.37 | - |
2022-11-27 | 67.91 | - | 41.75 | - | - | - | - | 103.25 | - |
2022-12-04 | 76.16 | - | 44.51 | - | - | - | - | 109.78 | - |
2022-12-11 | 57.86 | - | 37.07 | - | - | - | - | 85.12 | - |
2022-12-18 | 41.50 | - | 26.51 | - | - | - | - | 63.23 | - |
2022-12-25 | 31.25 | - | 20.23 | - | - | - | - | 50.43 | - |
2023-01-01 | 21.22 | - | 12.25 | - | - | - | - | 33.30 | - |
2023-01-08 | 14.86 | - | 6.38 | - | - | - | - | 25.65 | - |
2023-01-15 | 10.98 | - | 0.00 | - | - | - | - | 17.93 | - |
2023-01-22 | 15.39 | - | 3.59 | - | - | - | - | 26.16 | - |
2023-01-29 | 43.62 | - | 24.35 | - | - | - | - | 72.41 | - |
2023-02-05 | 73.64 | - | 50.21 | - | - | - | - | 116.52 | - |
2023-02-12 | 81.59 | - | 45.31 | - | - | - | - | 115.86 | - |
2023-02-19 | 78.94 | - | 45.77 | - | - | - | - | 116.78 | - |
2023-02-26 | 75.87 | - | 47.20 | - | - | - | - | 117.71 | - |
2023-03-05 | 58.39 | - | 38.78 | - | - | - | - | 93.60 | - |
2023-03-12 | 48.23 | - | 28.14 | - | - | - | - | 77.93 | - |
2023-03-19 | 44.23 | - | 30.87 | - | - | - | - | 62.31 | - |
2023-03-26 | 40.21 | - | 25.19 | - | - | - | - | 55.74 | - |
2023-04-02 | 55.68 | - | 34.15 | - | - | - | - | 94.28 | - |
2023-04-09 | 83.23 | - | 53.09 | - | - | - | - | 113.78 | - |
2023-04-16 | 89.66 | - | 56.84 | - | - | - | - | 128.80 | - |
2023-04-23 | 104.53 | - | 57.79 | - | - | - | - | 141.96 | - |
2023-04-30 | 99.64 | - | 64.87 | - | - | - | - | 141.47 | - |
2023-05-07 | 112.53 | - | 66.93 | - | - | - | - | 156.28 | - |
2023-05-14 | 98.62 | - | 57.17 | - | - | - | - | 140.66 | - |
2023-05-21 | 69.93 | - | 43.04 | - | - | - | - | 105.19 | - |
2023-05-28 | 53.99 | - | 33.89 | - | - | - | - | 79.25 | - |
2023-06-04 | 58.74 | - | 36.83 | - | - | - | - | 86.74 | - |
2023-06-11 | 59.92 | - | 36.44 | - | - | - | - | 93.08 | - |
2023-06-18 | 54.77 | - | 34.07 | - | - | - | - | 84.12 | - |
2023-06-25 | 86.43 | - | 59.06 | - | - | - | - | 136.54 | - |
2023-07-02 | 94.63 | - | 60.53 | - | - | - | - | 140.50 | - |