Prediction 30
Modelo | Deep learning model using BI-LSTM Layers |
---|---|
Autor | Eduardo Correa Araujo |
Descrição:
Forecast de novos casos para o geocode 2111300 entre 2022-01-01 e 2023-01-01 usando apenas os dados do geocode 2111300
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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 | 14.03 | - | 2.48 | - | - | - | - | 29.74 | - |
2022-01-09 | 13.30 | - | 1.23 | - | - | - | - | 28.55 | - |
2022-01-16 | 12.75 | - | 0.75 | - | - | - | - | 32.04 | - |
2022-01-23 | 16.98 | - | 0.98 | - | - | - | - | 32.40 | - |
2022-01-30 | 21.36 | - | 9.34 | - | - | - | - | 40.07 | - |
2022-02-06 | 21.01 | - | 2.59 | - | - | - | - | 34.03 | - |
2022-02-13 | 22.09 | - | 7.71 | - | - | - | - | 35.25 | - |
2022-02-20 | 27.27 | - | 10.71 | - | - | - | - | 42.64 | - |
2022-02-27 | 29.33 | - | 11.21 | - | - | - | - | 49.08 | - |
2022-03-06 | 34.41 | - | 15.31 | - | - | - | - | 56.28 | - |
2022-03-13 | 39.59 | - | 18.11 | - | - | - | - | 69.44 | - |
2022-03-20 | 43.64 | - | 18.92 | - | - | - | - | 76.60 | - |
2022-03-27 | 35.67 | - | 19.26 | - | - | - | - | 66.31 | - |
2022-04-03 | 31.87 | - | 12.45 | - | - | - | - | 56.57 | - |
2022-04-10 | 38.29 | - | 16.92 | - | - | - | - | 68.38 | - |
2022-04-17 | 38.60 | - | 18.95 | - | - | - | - | 74.67 | - |
2022-04-24 | 53.12 | - | 30.95 | - | - | - | - | 105.08 | - |
2022-05-01 | 61.84 | - | 29.66 | - | - | - | - | 119.19 | - |
2022-05-08 | 47.64 | - | 27.00 | - | - | - | - | 88.14 | - |
2022-05-15 | 67.76 | - | 33.23 | - | - | - | - | 115.99 | - |
2022-05-22 | 88.17 | - | 48.26 | - | - | - | - | 160.85 | - |
2022-05-29 | 103.75 | - | 52.86 | - | - | - | - | 160.85 | - |
2022-06-05 | 116.43 | - | 59.51 | - | - | - | - | 177.11 | - |
2022-06-12 | 132.37 | - | 58.93 | - | - | - | - | 200.66 | - |
2022-06-19 | 160.94 | - | 90.78 | - | - | - | - | 229.97 | - |
2022-06-26 | 177.69 | - | 92.84 | - | - | - | - | 273.76 | - |
2022-07-03 | 169.44 | - | 98.21 | - | - | - | - | 275.42 | - |
2022-07-10 | 129.30 | - | 71.29 | - | - | - | - | 211.14 | - |
2022-07-17 | 96.73 | - | 60.03 | - | - | - | - | 180.76 | - |
2022-07-24 | 80.45 | - | 45.92 | - | - | - | - | 130.39 | - |
2022-07-31 | 113.44 | - | 59.39 | - | - | - | - | 189.51 | - |
2022-08-07 | 135.12 | - | 75.42 | - | - | - | - | 207.20 | - |
2022-08-14 | 113.48 | - | 62.32 | - | - | - | - | 207.45 | - |
2022-08-21 | 79.93 | - | 48.13 | - | - | - | - | 146.54 | - |
2022-08-28 | 57.58 | - | 30.48 | - | - | - | - | 101.40 | - |
2022-09-04 | 56.46 | - | 31.58 | - | - | - | - | 101.15 | - |
2022-09-11 | 88.31 | - | 43.71 | - | - | - | - | 148.95 | - |
2022-09-18 | 81.18 | - | 34.44 | - | - | - | - | 152.72 | - |
2022-09-25 | 64.77 | - | 36.90 | - | - | - | - | 114.61 | - |
2022-10-02 | 47.64 | - | 27.32 | - | - | - | - | 80.41 | - |
2022-10-09 | 38.28 | - | 18.73 | - | - | - | - | 64.45 | - |
2022-10-16 | 34.83 | - | 14.69 | - | - | - | - | 65.51 | - |
2022-10-23 | 28.83 | - | 13.89 | - | - | - | - | 49.15 | - |
2022-10-30 | 36.79 | - | 20.62 | - | - | - | - | 64.61 | - |
2022-11-06 | 28.84 | - | 10.34 | - | - | - | - | 52.74 | - |
2022-11-13 | 31.19 | - | 14.97 | - | - | - | - | 55.16 | - |
2022-11-20 | 26.21 | - | 10.88 | - | - | - | - | 50.40 | - |
2022-11-27 | 21.95 | - | 8.92 | - | - | - | - | 38.87 | - |
2022-12-04 | 26.81 | - | 11.64 | - | - | - | - | 45.90 | - |
2022-12-11 | 28.71 | - | 11.20 | - | - | - | - | 47.04 | - |
2022-12-18 | 26.51 | - | 8.63 | - | - | - | - | 43.63 | - |
2022-12-25 | 20.36 | - | 6.74 | - | - | - | - | 37.99 | - |
2023-01-01 | 20.43 | - | 1.72 | - | - | - | - | 33.79 | - |
2023-01-08 | 17.78 | - | 4.26 | - | - | - | - | 32.84 | - |
2023-01-15 | 17.58 | - | 2.04 | - | - | - | - | 30.81 | - |
2023-01-22 | 21.63 | - | 10.41 | - | - | - | - | 38.04 | - |
2023-01-29 | 31.25 | - | 13.66 | - | - | - | - | 53.32 | - |
2023-02-05 | 33.72 | - | 13.30 | - | - | - | - | 57.08 | - |
2023-02-12 | 31.75 | - | 12.62 | - | - | - | - | 51.16 | - |
2023-02-19 | 31.64 | - | 13.47 | - | - | - | - | 46.57 | - |
2023-02-26 | 35.41 | - | 16.19 | - | - | - | - | 65.78 | - |
2023-03-05 | 51.75 | - | 27.98 | - | - | - | - | 85.95 | - |
2023-03-12 | 48.47 | - | 26.78 | - | - | - | - | 96.50 | - |
2023-03-19 | 76.22 | - | 40.74 | - | - | - | - | 135.55 | - |
2023-03-26 | 99.55 | - | 45.39 | - | - | - | - | 169.10 | - |
2023-04-02 | 132.83 | - | 62.22 | - | - | - | - | 222.60 | - |
2023-04-09 | 153.31 | - | 88.00 | - | - | - | - | 228.36 | - |
2023-04-16 | 120.07 | - | 60.07 | - | - | - | - | 192.89 | - |
2023-04-23 | 71.65 | - | 34.23 | - | - | - | - | 133.40 | - |
2023-04-30 | 47.31 | - | 23.39 | - | - | - | - | 80.40 | - |
2023-05-07 | 55.80 | - | 30.74 | - | - | - | - | 99.52 | - |
2023-05-14 | 82.02 | - | 46.53 | - | - | - | - | 159.57 | - |
2023-05-21 | 89.05 | - | 45.05 | - | - | - | - | 155.63 | - |
2023-05-28 | 129.73 | - | 73.63 | - | - | - | - | 203.61 | - |
2023-06-04 | 75.31 | - | 37.23 | - | - | - | - | 149.99 | - |
2023-06-11 | 49.93 | - | 30.53 | - | - | - | - | 88.04 | - |
2023-06-18 | 40.39 | - | 22.27 | - | - | - | - | 71.68 | - |
2023-06-25 | 32.23 | - | 15.74 | - | - | - | - | 50.93 | - |
2023-07-02 | 36.26 | - | 21.86 | - | - | - | - | 58.63 | - |