Prediction 37
Modelo | Deep learning model using BI-LSTM Layers |
---|---|
Autor | Eduardo Correa Araujo |
Descrição:
Forecast de novos casos para o geocode 2704302 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 | 20.10 | - | 0.00 | - | - | - | - | 43.30 | - |
2022-01-09 | 23.92 | - | 0.00 | - | - | - | - | 50.97 | - |
2022-01-16 | 25.15 | - | 1.25 | - | - | - | - | 49.13 | - |
2022-01-23 | 20.80 | - | 0.00 | - | - | - | - | 42.01 | - |
2022-01-30 | 21.61 | - | 0.00 | - | - | - | - | 48.18 | - |
2022-02-06 | 20.35 | - | 0.00 | - | - | - | - | 49.49 | - |
2022-02-13 | 47.82 | - | 10.04 | - | - | - | - | 88.48 | - |
2022-02-20 | 52.05 | - | 19.70 | - | - | - | - | 89.42 | - |
2022-02-27 | 53.26 | - | 26.83 | - | - | - | - | 119.94 | - |
2022-03-06 | 44.64 | - | 21.81 | - | - | - | - | 70.43 | - |
2022-03-13 | 31.35 | - | 6.56 | - | - | - | - | 62.90 | - |
2022-03-20 | 38.01 | - | 14.58 | - | - | - | - | 66.47 | - |
2022-03-27 | 33.64 | - | 8.75 | - | - | - | - | 75.30 | - |
2022-04-03 | 32.50 | - | 2.07 | - | - | - | - | 62.33 | - |
2022-04-10 | 37.77 | - | 7.67 | - | - | - | - | 76.40 | - |
2022-04-17 | 56.61 | - | 25.90 | - | - | - | - | 99.06 | - |
2022-04-24 | 86.66 | - | 40.64 | - | - | - | - | 141.99 | - |
2022-05-01 | 152.27 | - | 87.37 | - | - | - | - | 236.71 | - |
2022-05-08 | 214.71 | - | 121.46 | - | - | - | - | 364.63 | - |
2022-05-15 | 279.55 | - | 162.37 | - | - | - | - | 492.01 | - |
2022-05-22 | 323.14 | - | 152.00 | - | - | - | - | 518.04 | - |
2022-05-29 | 366.28 | - | 227.43 | - | - | - | - | 553.16 | - |
2022-06-05 | 370.72 | - | 153.38 | - | - | - | - | 598.89 | - |
2022-06-12 | 391.78 | - | 208.73 | - | - | - | - | 586.15 | - |
2022-06-19 | 438.91 | - | 247.45 | - | - | - | - | 588.94 | - |
2022-06-26 | 448.40 | - | 215.45 | - | - | - | - | 620.47 | - |
2022-07-03 | 459.86 | - | 287.73 | - | - | - | - | 605.04 | - |
2022-07-10 | 443.24 | - | 247.15 | - | - | - | - | 626.68 | - |
2022-07-17 | 464.42 | - | 282.12 | - | - | - | - | 621.27 | - |
2022-07-24 | 447.68 | - | 251.48 | - | - | - | - | 609.41 | - |
2022-07-31 | 510.53 | - | 320.94 | - | - | - | - | 661.12 | - |
2022-08-07 | 461.05 | - | 292.90 | - | - | - | - | 643.70 | - |
2022-08-14 | 442.59 | - | 273.04 | - | - | - | - | 628.88 | - |
2022-08-21 | 384.58 | - | 236.67 | - | - | - | - | 551.25 | - |
2022-08-28 | 375.69 | - | 233.22 | - | - | - | - | 554.54 | - |
2022-09-04 | 333.27 | - | 174.90 | - | - | - | - | 474.46 | - |
2022-09-11 | 267.80 | - | 172.10 | - | - | - | - | 438.13 | - |
2022-09-18 | 220.07 | - | 133.28 | - | - | - | - | 339.84 | - |
2022-09-25 | 144.40 | - | 89.49 | - | - | - | - | 227.39 | - |
2022-10-02 | 112.32 | - | 68.10 | - | - | - | - | 180.41 | - |
2022-10-09 | 83.86 | - | 49.46 | - | - | - | - | 143.49 | - |
2022-10-16 | 75.63 | - | 40.49 | - | - | - | - | 122.80 | - |
2022-10-23 | 55.48 | - | 26.30 | - | - | - | - | 79.84 | - |
2022-10-30 | 38.56 | - | 9.41 | - | - | - | - | 72.78 | - |
2022-11-06 | 29.52 | - | 1.92 | - | - | - | - | 57.88 | - |
2022-11-13 | 26.09 | - | 1.56 | - | - | - | - | 48.88 | - |
2022-11-20 | 18.07 | - | 0.00 | - | - | - | - | 44.31 | - |
2022-11-27 | 22.16 | - | 0.00 | - | - | - | - | 52.62 | - |
2022-12-04 | 25.91 | - | 0.00 | - | - | - | - | 43.38 | - |
2022-12-11 | 21.50 | - | 0.00 | - | - | - | - | 44.56 | - |
2022-12-18 | 15.13 | - | 0.00 | - | - | - | - | 45.09 | - |
2022-12-25 | 20.70 | - | 0.00 | - | - | - | - | 49.88 | - |
2023-01-01 | 20.06 | - | 0.00 | - | - | - | - | 45.55 | - |
2023-01-08 | 15.75 | - | 0.00 | - | - | - | - | 42.24 | - |
2023-01-15 | 13.34 | - | 0.00 | - | - | - | - | 41.84 | - |
2023-01-22 | 16.15 | - | 0.00 | - | - | - | - | 43.54 | - |
2023-01-29 | 19.12 | - | 0.00 | - | - | - | - | 47.81 | - |
2023-02-05 | 35.32 | - | 6.20 | - | - | - | - | 70.50 | - |
2023-02-12 | 35.76 | - | 3.31 | - | - | - | - | 72.94 | - |
2023-02-19 | 31.45 | - | 2.42 | - | - | - | - | 58.73 | - |
2023-02-26 | 22.15 | - | 0.76 | - | - | - | - | 46.67 | - |
2023-03-05 | 14.26 | - | 0.00 | - | - | - | - | 35.73 | - |
2023-03-12 | 16.99 | - | 0.00 | - | - | - | - | 39.54 | - |
2023-03-19 | 29.04 | - | 1.13 | - | - | - | - | 54.62 | - |
2023-03-26 | 36.01 | - | 9.39 | - | - | - | - | 67.45 | - |
2023-04-02 | 48.90 | - | 17.33 | - | - | - | - | 85.47 | - |
2023-04-09 | 63.39 | - | 34.28 | - | - | - | - | 109.75 | - |
2023-04-16 | 48.94 | - | 18.80 | - | - | - | - | 77.55 | - |
2023-04-23 | 50.98 | - | 22.41 | - | - | - | - | 85.61 | - |
2023-04-30 | 41.69 | - | 16.74 | - | - | - | - | 76.52 | - |
2023-05-07 | 48.67 | - | 13.56 | - | - | - | - | 80.18 | - |
2023-05-14 | 59.04 | - | 29.12 | - | - | - | - | 99.69 | - |
2023-05-21 | 51.11 | - | 25.26 | - | - | - | - | 90.88 | - |
2023-05-28 | 57.52 | - | 12.32 | - | - | - | - | 96.93 | - |
2023-06-04 | 47.42 | - | 15.78 | - | - | - | - | 78.80 | - |
2023-06-11 | 36.37 | - | 9.35 | - | - | - | - | 74.12 | - |
2023-06-18 | 31.21 | - | 0.00 | - | - | - | - | 59.77 | - |
2023-06-25 | 25.25 | - | 0.00 | - | - | - | - | 52.10 | - |
2023-07-02 | 33.69 | - | 1.25 | - | - | - | - | 63.28 | - |