Prediction 45
Modelo | Deep learning model using BI-LSTM Layers |
---|---|
Autor | Eduardo Correa Araujo |
Descrição:
Forecast de novos casos para o geocode 2611606 entre 2022-01-01 e 2023-01-01 usando apenas os dados do geocode e das cidades clusterizadas com ele
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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 | 33.56 | - | 0.00 | - | - | - | - | 102.04 | - |
2022-01-09 | 45.65 | - | 0.00 | - | - | - | - | 114.58 | - |
2022-01-16 | 45.74 | - | 0.00 | - | - | - | - | 112.14 | - |
2022-01-23 | 44.98 | - | 0.00 | - | - | - | - | 117.78 | - |
2022-01-30 | 52.74 | - | 0.00 | - | - | - | - | 110.71 | - |
2022-02-06 | 32.96 | - | 0.00 | - | - | - | - | 107.63 | - |
2022-02-13 | 41.28 | - | 0.00 | - | - | - | - | 119.04 | - |
2022-02-20 | 52.41 | - | 0.00 | - | - | - | - | 113.91 | - |
2022-02-27 | 47.81 | - | 0.00 | - | - | - | - | 106.14 | - |
2022-03-06 | 48.33 | - | 0.00 | - | - | - | - | 117.40 | - |
2022-03-13 | 38.69 | - | 0.00 | - | - | - | - | 100.06 | - |
2022-03-20 | 29.64 | - | 0.00 | - | - | - | - | 103.73 | - |
2022-03-27 | 43.87 | - | 0.00 | - | - | - | - | 105.68 | - |
2022-04-03 | 29.45 | - | 0.00 | - | - | - | - | 106.27 | - |
2022-04-10 | 56.67 | - | 0.00 | - | - | - | - | 121.91 | - |
2022-04-17 | 53.31 | - | 0.00 | - | - | - | - | 122.29 | - |
2022-04-24 | 50.77 | - | 0.00 | - | - | - | - | 124.48 | - |
2022-05-01 | 65.55 | - | 0.00 | - | - | - | - | 151.79 | - |
2022-05-08 | 48.14 | - | 0.00 | - | - | - | - | 115.15 | - |
2022-05-15 | 67.03 | - | 0.00 | - | - | - | - | 139.14 | - |
2022-05-22 | 64.27 | - | 0.00 | - | - | - | - | 132.16 | - |
2022-05-29 | 73.19 | - | 7.02 | - | - | - | - | 166.03 | - |
2022-06-05 | 103.33 | - | 35.61 | - | - | - | - | 227.52 | - |
2022-06-12 | 80.50 | - | 0.00 | - | - | - | - | 165.18 | - |
2022-06-19 | 79.92 | - | 2.17 | - | - | - | - | 152.44 | - |
2022-06-26 | 84.39 | - | 6.45 | - | - | - | - | 159.11 | - |
2022-07-03 | 62.80 | - | 0.00 | - | - | - | - | 159.62 | - |
2022-07-10 | 65.23 | - | 0.00 | - | - | - | - | 151.69 | - |
2022-07-17 | 69.33 | - | 0.00 | - | - | - | - | 135.37 | - |
2022-07-24 | 73.41 | - | 1.19 | - | - | - | - | 139.56 | - |
2022-07-31 | 73.73 | - | 3.35 | - | - | - | - | 133.52 | - |
2022-08-07 | 73.80 | - | 0.00 | - | - | - | - | 143.77 | - |
2022-08-14 | 53.03 | - | 0.00 | - | - | - | - | 119.51 | - |
2022-08-21 | 74.08 | - | 0.00 | - | - | - | - | 147.33 | - |
2022-08-28 | 78.07 | - | 0.00 | - | - | - | - | 170.98 | - |
2022-09-04 | 89.30 | - | 12.48 | - | - | - | - | 179.48 | - |
2022-09-11 | 79.68 | - | 15.87 | - | - | - | - | 167.96 | - |
2022-09-18 | 58.44 | - | 0.00 | - | - | - | - | 130.18 | - |
2022-09-25 | 56.16 | - | 0.00 | - | - | - | - | 124.56 | - |
2022-10-02 | 51.41 | - | 0.00 | - | - | - | - | 121.93 | - |
2022-10-09 | 52.43 | - | 0.00 | - | - | - | - | 111.75 | - |
2022-10-16 | 39.31 | - | 0.00 | - | - | - | - | 126.07 | - |
2022-10-23 | 47.12 | - | 0.00 | - | - | - | - | 113.03 | - |
2022-10-30 | 39.41 | - | 0.00 | - | - | - | - | 109.85 | - |
2022-11-06 | 44.79 | - | 0.00 | - | - | - | - | 113.94 | - |
2022-11-13 | 52.50 | - | 0.00 | - | - | - | - | 127.74 | - |
2022-11-20 | 48.85 | - | 0.00 | - | - | - | - | 108.10 | - |
2022-11-27 | 43.15 | - | 0.00 | - | - | - | - | 114.79 | - |
2022-12-04 | 44.23 | - | 0.00 | - | - | - | - | 127.19 | - |
2022-12-11 | 35.50 | - | 0.00 | - | - | - | - | 92.76 | - |
2022-12-18 | 38.33 | - | 0.00 | - | - | - | - | 105.84 | - |
2022-12-25 | 29.30 | - | 0.00 | - | - | - | - | 89.76 | - |
2023-01-01 | 34.16 | - | 0.00 | - | - | - | - | 92.56 | - |
2023-01-08 | 33.69 | - | 0.00 | - | - | - | - | 89.96 | - |
2023-01-15 | 22.33 | - | 0.00 | - | - | - | - | 88.96 | - |
2023-01-22 | 27.18 | - | 0.00 | - | - | - | - | 92.03 | - |
2023-01-29 | 29.54 | - | 0.00 | - | - | - | - | 105.63 | - |
2023-02-05 | 47.83 | - | 0.00 | - | - | - | - | 136.82 | - |
2023-02-12 | 36.24 | - | 0.00 | - | - | - | - | 113.03 | - |
2023-02-19 | 52.73 | - | 0.00 | - | - | - | - | 119.30 | - |
2023-02-26 | 40.78 | - | 0.00 | - | - | - | - | 99.21 | - |
2023-03-05 | 38.09 | - | 0.00 | - | - | - | - | 116.84 | - |
2023-03-12 | 35.00 | - | 0.00 | - | - | - | - | 104.48 | - |
2023-03-19 | 44.79 | - | 0.00 | - | - | - | - | 109.35 | - |
2023-03-26 | 67.80 | - | 7.26 | - | - | - | - | 147.09 | - |
2023-04-02 | 132.96 | - | 48.33 | - | - | - | - | 351.02 | - |
2023-04-09 | 210.04 | - | 113.43 | - | - | - | - | 519.23 | - |
2023-04-16 | 223.58 | - | 108.32 | - | - | - | - | 465.78 | - |
2023-04-23 | 183.67 | - | 91.42 | - | - | - | - | 405.33 | - |
2023-04-30 | 113.67 | - | 28.42 | - | - | - | - | 245.51 | - |
2023-05-07 | 60.75 | - | 0.00 | - | - | - | - | 121.49 | - |
2023-05-14 | 43.54 | - | 0.00 | - | - | - | - | 109.08 | - |
2023-05-21 | 54.40 | - | 0.00 | - | - | - | - | 117.93 | - |
2023-05-28 | 49.24 | - | 0.00 | - | - | - | - | 122.23 | - |
2023-06-04 | 67.91 | - | 0.00 | - | - | - | - | 136.70 | - |
2023-06-11 | 45.29 | - | 0.00 | - | - | - | - | 128.56 | - |
2023-06-18 | 35.70 | - | 0.00 | - | - | - | - | 108.13 | - |
2023-06-25 | 29.37 | - | 0.00 | - | - | - | - | 90.89 | - |
2023-07-02 | 28.62 | - | 0.00 | - | - | - | - | 94.47 | - |