Prediction 39
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 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 | 16.22 | - | 2.48 | - | - | - | - | 31.09 | - |
2022-01-09 | 18.26 | - | 5.28 | - | - | - | - | 33.41 | - |
2022-01-16 | 17.11 | - | 0.00 | - | - | - | - | 31.10 | - |
2022-01-23 | 18.55 | - | 3.83 | - | - | - | - | 35.30 | - |
2022-01-30 | 20.69 | - | 4.02 | - | - | - | - | 39.72 | - |
2022-02-06 | 23.39 | - | 11.49 | - | - | - | - | 38.76 | - |
2022-02-13 | 27.68 | - | 14.50 | - | - | - | - | 50.64 | - |
2022-02-20 | 28.80 | - | 10.40 | - | - | - | - | 45.43 | - |
2022-02-27 | 24.81 | - | 7.87 | - | - | - | - | 40.52 | - |
2022-03-06 | 27.12 | - | 8.02 | - | - | - | - | 45.60 | - |
2022-03-13 | 32.67 | - | 13.04 | - | - | - | - | 49.53 | - |
2022-03-20 | 33.73 | - | 14.56 | - | - | - | - | 60.33 | - |
2022-03-27 | 39.08 | - | 21.65 | - | - | - | - | 62.62 | - |
2022-04-03 | 45.42 | - | 20.22 | - | - | - | - | 82.07 | - |
2022-04-10 | 46.67 | - | 25.07 | - | - | - | - | 92.51 | - |
2022-04-17 | 49.27 | - | 20.97 | - | - | - | - | 102.89 | - |
2022-04-24 | 61.42 | - | 34.35 | - | - | - | - | 109.35 | - |
2022-05-01 | 63.79 | - | 35.60 | - | - | - | - | 120.28 | - |
2022-05-08 | 39.45 | - | 21.70 | - | - | - | - | 69.06 | - |
2022-05-15 | 51.85 | - | 31.96 | - | - | - | - | 85.76 | - |
2022-05-22 | 91.64 | - | 51.16 | - | - | - | - | 163.04 | - |
2022-05-29 | 129.71 | - | 59.80 | - | - | - | - | 201.71 | - |
2022-06-05 | 157.57 | - | 86.87 | - | - | - | - | 248.45 | - |
2022-06-12 | 149.72 | - | 79.15 | - | - | - | - | 243.16 | - |
2022-06-19 | 128.51 | - | 76.65 | - | - | - | - | 218.00 | - |
2022-06-26 | 118.60 | - | 56.81 | - | - | - | - | 213.45 | - |
2022-07-03 | 117.84 | - | 61.86 | - | - | - | - | 194.01 | - |
2022-07-10 | 70.73 | - | 41.22 | - | - | - | - | 121.48 | - |
2022-07-17 | 76.21 | - | 44.26 | - | - | - | - | 134.11 | - |
2022-07-24 | 66.93 | - | 28.73 | - | - | - | - | 120.96 | - |
2022-07-31 | 91.59 | - | 50.51 | - | - | - | - | 175.39 | - |
2022-08-07 | 115.95 | - | 65.62 | - | - | - | - | 204.78 | - |
2022-08-14 | 83.07 | - | 46.42 | - | - | - | - | 135.09 | - |
2022-08-21 | 81.72 | - | 46.82 | - | - | - | - | 166.04 | - |
2022-08-28 | 49.69 | - | 25.30 | - | - | - | - | 78.49 | - |
2022-09-04 | 57.80 | - | 25.65 | - | - | - | - | 96.30 | - |
2022-09-11 | 95.32 | - | 43.64 | - | - | - | - | 165.90 | - |
2022-09-18 | 78.24 | - | 44.98 | - | - | - | - | 140.40 | - |
2022-09-25 | 62.05 | - | 36.90 | - | - | - | - | 136.61 | - |
2022-10-02 | 56.60 | - | 30.83 | - | - | - | - | 125.28 | - |
2022-10-09 | 34.56 | - | 20.06 | - | - | - | - | 55.25 | - |
2022-10-16 | 36.09 | - | 17.67 | - | - | - | - | 60.79 | - |
2022-10-23 | 29.47 | - | 17.87 | - | - | - | - | 46.18 | - |
2022-10-30 | 29.68 | - | 13.36 | - | - | - | - | 48.44 | - |
2022-11-06 | 27.70 | - | 12.41 | - | - | - | - | 41.63 | - |
2022-11-13 | 24.22 | - | 9.66 | - | - | - | - | 40.00 | - |
2022-11-20 | 23.51 | - | 6.13 | - | - | - | - | 38.65 | - |
2022-11-27 | 29.88 | - | 14.58 | - | - | - | - | 47.37 | - |
2022-12-04 | 33.04 | - | 14.38 | - | - | - | - | 55.75 | - |
2022-12-11 | 33.50 | - | 18.28 | - | - | - | - | 52.31 | - |
2022-12-18 | 26.49 | - | 12.41 | - | - | - | - | 41.63 | - |
2022-12-25 | 23.99 | - | 9.25 | - | - | - | - | 41.70 | - |
2023-01-01 | 28.62 | - | 12.46 | - | - | - | - | 47.35 | - |
2023-01-08 | 25.60 | - | 10.15 | - | - | - | - | 36.43 | - |
2023-01-15 | 24.83 | - | 7.47 | - | - | - | - | 40.97 | - |
2023-01-22 | 32.11 | - | 16.97 | - | - | - | - | 53.37 | - |
2023-01-29 | 52.25 | - | 32.49 | - | - | - | - | 98.84 | - |
2023-02-05 | 59.39 | - | 30.06 | - | - | - | - | 125.98 | - |
2023-02-12 | 62.68 | - | 30.05 | - | - | - | - | 121.18 | - |
2023-02-19 | 56.91 | - | 33.38 | - | - | - | - | 90.69 | - |
2023-02-26 | 44.54 | - | 20.75 | - | - | - | - | 76.52 | - |
2023-03-05 | 57.65 | - | 29.31 | - | - | - | - | 103.81 | - |
2023-03-12 | 68.91 | - | 36.19 | - | - | - | - | 133.62 | - |
2023-03-19 | 122.54 | - | 69.48 | - | - | - | - | 202.76 | - |
2023-03-26 | 99.54 | - | 52.52 | - | - | - | - | 195.87 | - |
2023-04-02 | 135.39 | - | 66.96 | - | - | - | - | 222.11 | - |
2023-04-09 | 158.33 | - | 83.43 | - | - | - | - | 231.00 | - |
2023-04-16 | 128.62 | - | 74.00 | - | - | - | - | 200.98 | - |
2023-04-23 | 74.76 | - | 44.26 | - | - | - | - | 144.50 | - |
2023-04-30 | 45.12 | - | 29.87 | - | - | - | - | 72.10 | - |
2023-05-07 | 39.42 | - | 23.42 | - | - | - | - | 77.32 | - |
2023-05-14 | 51.87 | - | 22.40 | - | - | - | - | 88.51 | - |
2023-05-21 | 49.32 | - | 26.50 | - | - | - | - | 91.92 | - |
2023-05-28 | 77.05 | - | 42.15 | - | - | - | - | 132.86 | - |
2023-06-04 | 59.87 | - | 26.65 | - | - | - | - | 101.15 | - |
2023-06-11 | 41.72 | - | 22.70 | - | - | - | - | 67.70 | - |
2023-06-18 | 37.42 | - | 20.04 | - | - | - | - | 77.31 | - |
2023-06-25 | 37.93 | - | 22.61 | - | - | - | - | 67.26 | - |
2023-07-02 | 32.92 | - | 14.55 | - | - | - | - | 54.87 | - |