Prediction 41
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 e das cidades clusterizadas com ele
Mostrar Tabela
date | pred | lower_95 | lower_90 | lower_80 | lower_50 | upper_50 | upper_80 | upper_90 | upper_95 |
---|---|---|---|---|---|---|---|---|---|
2022-01-02 | 23.77 | - | 13.61 | - | - | - | - | 40.49 | - |
2022-01-09 | 16.04 | - | 4.77 | - | - | - | - | 28.99 | - |
2022-01-16 | 9.76 | - | 0.00 | - | - | - | - | 18.93 | - |
2022-01-23 | 5.28 | - | 0.00 | - | - | - | - | 17.15 | - |
2022-01-30 | 7.66 | - | 0.00 | - | - | - | - | 19.26 | - |
2022-02-06 | 10.38 | - | 0.00 | - | - | - | - | 27.39 | - |
2022-02-13 | 16.65 | - | 2.52 | - | - | - | - | 32.20 | - |
2022-02-20 | 20.08 | - | 2.68 | - | - | - | - | 35.27 | - |
2022-02-27 | 17.31 | - | 3.66 | - | - | - | - | 35.35 | - |
2022-03-06 | 12.03 | - | 0.00 | - | - | - | - | 24.34 | - |
2022-03-13 | 10.09 | - | 0.52 | - | - | - | - | 22.08 | - |
2022-03-20 | 11.98 | - | 0.08 | - | - | - | - | 23.45 | - |
2022-03-27 | 13.42 | - | 0.00 | - | - | - | - | 26.59 | - |
2022-04-03 | 19.90 | - | 4.35 | - | - | - | - | 36.09 | - |
2022-04-10 | 21.41 | - | 9.13 | - | - | - | - | 31.75 | - |
2022-04-17 | 26.36 | - | 13.60 | - | - | - | - | 43.93 | - |
2022-04-24 | 28.60 | - | 17.80 | - | - | - | - | 49.13 | - |
2022-05-01 | 40.77 | - | 22.40 | - | - | - | - | 58.09 | - |
2022-05-08 | 54.63 | - | 35.79 | - | - | - | - | 82.56 | - |
2022-05-15 | 83.00 | - | 50.28 | - | - | - | - | 132.90 | - |
2022-05-22 | 89.80 | - | 54.30 | - | - | - | - | 147.71 | - |
2022-05-29 | 105.77 | - | 66.68 | - | - | - | - | 155.75 | - |
2022-06-05 | 121.68 | - | 78.11 | - | - | - | - | 180.72 | - |
2022-06-12 | 122.80 | - | 78.85 | - | - | - | - | 167.83 | - |
2022-06-19 | 141.18 | - | 94.52 | - | - | - | - | 185.98 | - |
2022-06-26 | 142.00 | - | 98.45 | - | - | - | - | 190.00 | - |
2022-07-03 | 148.83 | - | 93.52 | - | - | - | - | 199.24 | - |
2022-07-10 | 137.74 | - | 89.73 | - | - | - | - | 196.42 | - |
2022-07-17 | 124.55 | - | 84.22 | - | - | - | - | 181.29 | - |
2022-07-24 | 116.49 | - | 67.58 | - | - | - | - | 183.99 | - |
2022-07-31 | 130.75 | - | 76.28 | - | - | - | - | 196.54 | - |
2022-08-07 | 129.35 | - | 85.92 | - | - | - | - | 176.98 | - |
2022-08-14 | 120.21 | - | 76.58 | - | - | - | - | 175.60 | - |
2022-08-21 | 123.95 | - | 77.98 | - | - | - | - | 192.59 | - |
2022-08-28 | 123.38 | - | 82.44 | - | - | - | - | 171.27 | - |
2022-09-04 | 117.89 | - | 75.20 | - | - | - | - | 166.00 | - |
2022-09-11 | 111.62 | - | 59.20 | - | - | - | - | 162.79 | - |
2022-09-18 | 97.63 | - | 57.56 | - | - | - | - | 133.99 | - |
2022-09-25 | 80.72 | - | 48.77 | - | - | - | - | 112.30 | - |
2022-10-02 | 78.38 | - | 41.43 | - | - | - | - | 123.13 | - |
2022-10-09 | 63.71 | - | 40.43 | - | - | - | - | 105.30 | - |
2022-10-16 | 61.93 | - | 38.31 | - | - | - | - | 96.65 | - |
2022-10-23 | 60.81 | - | 38.76 | - | - | - | - | 94.23 | - |
2022-10-30 | 74.02 | - | 40.83 | - | - | - | - | 121.05 | - |
2022-11-06 | 78.77 | - | 47.66 | - | - | - | - | 118.76 | - |
2022-11-13 | 67.14 | - | 42.07 | - | - | - | - | 103.30 | - |
2022-11-20 | 62.66 | - | 39.32 | - | - | - | - | 103.34 | - |
2022-11-27 | 46.41 | - | 28.02 | - | - | - | - | 83.41 | - |
2022-12-04 | 58.29 | - | 40.55 | - | - | - | - | 90.80 | - |
2022-12-11 | 57.43 | - | 39.29 | - | - | - | - | 89.11 | - |
2022-12-18 | 46.93 | - | 29.78 | - | - | - | - | 76.45 | - |
2022-12-25 | 31.77 | - | 19.65 | - | - | - | - | 49.35 | - |
2023-01-01 | 22.87 | - | 9.29 | - | - | - | - | 36.94 | - |
2023-01-08 | 12.00 | - | 1.64 | - | - | - | - | 20.72 | - |
2023-01-15 | 6.69 | - | 0.00 | - | - | - | - | 17.13 | - |
2023-01-22 | 9.45 | - | 0.00 | - | - | - | - | 21.58 | - |
2023-01-29 | 36.07 | - | 16.59 | - | - | - | - | 65.21 | - |
2023-02-05 | 79.19 | - | 35.64 | - | - | - | - | 110.97 | - |
2023-02-12 | 77.45 | - | 48.67 | - | - | - | - | 117.73 | - |
2023-02-19 | 75.28 | - | 44.81 | - | - | - | - | 120.14 | - |
2023-02-26 | 62.58 | - | 40.38 | - | - | - | - | 98.81 | - |
2023-03-05 | 45.90 | - | 27.81 | - | - | - | - | 73.43 | - |
2023-03-12 | 35.88 | - | 20.79 | - | - | - | - | 57.18 | - |
2023-03-19 | 46.69 | - | 25.84 | - | - | - | - | 87.56 | - |
2023-03-26 | 50.38 | - | 28.55 | - | - | - | - | 75.34 | - |
2023-04-02 | 63.09 | - | 38.93 | - | - | - | - | 98.51 | - |
2023-04-09 | 76.59 | - | 46.07 | - | - | - | - | 130.49 | - |
2023-04-16 | 70.21 | - | 41.01 | - | - | - | - | 110.74 | - |
2023-04-23 | 94.27 | - | 58.77 | - | - | - | - | 125.82 | - |
2023-04-30 | 83.53 | - | 55.54 | - | - | - | - | 124.42 | - |
2023-05-07 | 89.52 | - | 50.74 | - | - | - | - | 134.37 | - |
2023-05-14 | 72.52 | - | 47.36 | - | - | - | - | 104.88 | - |
2023-05-21 | 59.68 | - | 38.61 | - | - | - | - | 96.46 | - |
2023-05-28 | 69.47 | - | 42.10 | - | - | - | - | 100.62 | - |
2023-06-04 | 72.19 | - | 48.10 | - | - | - | - | 110.72 | - |
2023-06-11 | 60.36 | - | 40.71 | - | - | - | - | 98.02 | - |
2023-06-18 | 43.16 | - | 27.43 | - | - | - | - | 64.92 | - |
2023-06-25 | 52.85 | - | 34.69 | - | - | - | - | 81.17 | - |
2023-07-02 | 56.38 | - | 35.55 | - | - | - | - | 86.43 | - |