Prediction 44
Modelo | Deep learning model using BI-LSTM Layers |
---|---|
Autor | Eduardo Correa Araujo |
Descrição:
Forecast de novos casos para o geocode 2507507 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 | 168.72 | - | 98.27 | - | - | - | - | 297.03 | - |
2022-01-09 | 147.26 | - | 89.60 | - | - | - | - | 255.10 | - |
2022-01-16 | 113.86 | - | 68.02 | - | - | - | - | 200.39 | - |
2022-01-23 | 81.71 | - | 47.13 | - | - | - | - | 139.66 | - |
2022-01-30 | 53.35 | - | 29.14 | - | - | - | - | 80.22 | - |
2022-02-06 | 43.61 | - | 13.35 | - | - | - | - | 72.79 | - |
2022-02-13 | 37.65 | - | 12.57 | - | - | - | - | 63.33 | - |
2022-02-20 | 43.19 | - | 17.80 | - | - | - | - | 70.03 | - |
2022-02-27 | 49.12 | - | 16.11 | - | - | - | - | 80.76 | - |
2022-03-06 | 51.93 | - | 26.87 | - | - | - | - | 71.83 | - |
2022-03-13 | 46.18 | - | 16.83 | - | - | - | - | 79.58 | - |
2022-03-20 | 56.74 | - | 26.02 | - | - | - | - | 86.84 | - |
2022-03-27 | 73.15 | - | 40.21 | - | - | - | - | 117.78 | - |
2022-04-03 | 91.60 | - | 51.93 | - | - | - | - | 157.22 | - |
2022-04-10 | 104.07 | - | 60.34 | - | - | - | - | 165.74 | - |
2022-04-17 | 90.35 | - | 56.58 | - | - | - | - | 146.39 | - |
2022-04-24 | 107.23 | - | 67.83 | - | - | - | - | 202.29 | - |
2022-05-01 | 118.51 | - | 66.76 | - | - | - | - | 206.67 | - |
2022-05-08 | 117.09 | - | 73.30 | - | - | - | - | 208.58 | - |
2022-05-15 | 206.72 | - | 121.18 | - | - | - | - | 313.13 | - |
2022-05-22 | 232.70 | - | 134.36 | - | - | - | - | 382.29 | - |
2022-05-29 | 316.39 | - | 198.36 | - | - | - | - | 529.84 | - |
2022-06-05 | 375.17 | - | 236.23 | - | - | - | - | 575.34 | - |
2022-06-12 | 430.96 | - | 252.15 | - | - | - | - | 603.43 | - |
2022-06-19 | 447.82 | - | 299.77 | - | - | - | - | 634.85 | - |
2022-06-26 | 455.54 | - | 276.56 | - | - | - | - | 583.68 | - |
2022-07-03 | 450.02 | - | 255.07 | - | - | - | - | 611.74 | - |
2022-07-10 | 426.93 | - | 254.38 | - | - | - | - | 633.77 | - |
2022-07-17 | 403.24 | - | 248.17 | - | - | - | - | 568.39 | - |
2022-07-24 | 417.19 | - | 258.47 | - | - | - | - | 563.71 | - |
2022-07-31 | 396.32 | - | 240.23 | - | - | - | - | 553.11 | - |
2022-08-07 | 362.16 | - | 260.69 | - | - | - | - | 550.53 | - |
2022-08-14 | 366.76 | - | 203.58 | - | - | - | - | 522.46 | - |
2022-08-21 | 312.31 | - | 176.64 | - | - | - | - | 469.86 | - |
2022-08-28 | 252.66 | - | 143.66 | - | - | - | - | 409.40 | - |
2022-09-04 | 181.12 | - | 100.63 | - | - | - | - | 287.33 | - |
2022-09-11 | 160.68 | - | 87.97 | - | - | - | - | 263.83 | - |
2022-09-18 | 109.31 | - | 58.61 | - | - | - | - | 184.89 | - |
2022-09-25 | 102.13 | - | 56.04 | - | - | - | - | 149.60 | - |
2022-10-02 | 75.13 | - | 49.22 | - | - | - | - | 118.92 | - |
2022-10-09 | 63.28 | - | 38.06 | - | - | - | - | 99.64 | - |
2022-10-16 | 56.88 | - | 28.43 | - | - | - | - | 95.95 | - |
2022-10-23 | 51.23 | - | 20.21 | - | - | - | - | 84.43 | - |
2022-10-30 | 41.24 | - | 13.53 | - | - | - | - | 69.89 | - |
2022-11-06 | 39.76 | - | 6.33 | - | - | - | - | 70.94 | - |
2022-11-13 | 39.17 | - | 11.87 | - | - | - | - | 66.96 | - |
2022-11-20 | 40.41 | - | 12.68 | - | - | - | - | 65.46 | - |
2022-11-27 | 43.61 | - | 12.21 | - | - | - | - | 72.97 | - |
2022-12-04 | 46.73 | - | 15.26 | - | - | - | - | 72.68 | - |
2022-12-11 | 50.46 | - | 19.57 | - | - | - | - | 80.70 | - |
2022-12-18 | 43.24 | - | 11.79 | - | - | - | - | 71.53 | - |
2022-12-25 | 37.28 | - | 7.41 | - | - | - | - | 57.67 | - |
2023-01-01 | 31.74 | - | 0.00 | - | - | - | - | 52.68 | - |
2023-01-08 | 30.61 | - | 0.00 | - | - | - | - | 54.14 | - |
2023-01-15 | 26.42 | - | 0.00 | - | - | - | - | 50.35 | - |
2023-01-22 | 29.19 | - | 0.00 | - | - | - | - | 53.54 | - |
2023-01-29 | 36.58 | - | 5.77 | - | - | - | - | 60.46 | - |
2023-02-05 | 48.98 | - | 23.42 | - | - | - | - | 81.33 | - |
2023-02-12 | 65.61 | - | 26.76 | - | - | - | - | 91.63 | - |
2023-02-19 | 88.55 | - | 49.96 | - | - | - | - | 139.28 | - |
2023-02-26 | 77.00 | - | 44.70 | - | - | - | - | 128.94 | - |
2023-03-05 | 77.97 | - | 46.21 | - | - | - | - | 114.78 | - |
2023-03-12 | 61.42 | - | 34.18 | - | - | - | - | 98.61 | - |
2023-03-19 | 49.12 | - | 24.14 | - | - | - | - | 77.39 | - |
2023-03-26 | 52.36 | - | 23.46 | - | - | - | - | 89.88 | - |
2023-04-02 | 58.65 | - | 26.97 | - | - | - | - | 97.75 | - |
2023-04-09 | 86.21 | - | 59.45 | - | - | - | - | 142.17 | - |
2023-04-16 | 130.26 | - | 77.02 | - | - | - | - | 224.36 | - |
2023-04-23 | 170.41 | - | 99.45 | - | - | - | - | 246.91 | - |
2023-04-30 | 170.64 | - | 114.09 | - | - | - | - | 273.74 | - |
2023-05-07 | 153.52 | - | 94.25 | - | - | - | - | 239.26 | - |
2023-05-14 | 111.85 | - | 62.11 | - | - | - | - | 197.94 | - |
2023-05-21 | 91.59 | - | 54.61 | - | - | - | - | 138.79 | - |
2023-05-28 | 68.13 | - | 30.86 | - | - | - | - | 107.89 | - |
2023-06-04 | 48.32 | - | 16.05 | - | - | - | - | 81.06 | - |
2023-06-11 | 51.22 | - | 20.91 | - | - | - | - | 75.02 | - |
2023-06-18 | 61.52 | - | 39.35 | - | - | - | - | 101.29 | - |
2023-06-25 | 67.02 | - | 34.67 | - | - | - | - | 105.45 | - |
2023-07-02 | 65.84 | - | 38.33 | - | - | - | - | 111.03 | - |