Prediction 35
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 2507507
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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 | 149.37 | - | 92.70 | - | - | - | - | 252.88 | - |
2022-01-09 | 121.60 | - | 68.47 | - | - | - | - | 201.12 | - |
2022-01-16 | 85.54 | - | 50.48 | - | - | - | - | 138.80 | - |
2022-01-23 | 61.74 | - | 28.29 | - | - | - | - | 100.39 | - |
2022-01-30 | 46.90 | - | 20.27 | - | - | - | - | 68.78 | - |
2022-02-06 | 36.35 | - | 12.06 | - | - | - | - | 63.90 | - |
2022-02-13 | 40.61 | - | 13.44 | - | - | - | - | 63.74 | - |
2022-02-20 | 46.24 | - | 13.00 | - | - | - | - | 77.08 | - |
2022-02-27 | 44.15 | - | 11.46 | - | - | - | - | 82.91 | - |
2022-03-06 | 57.33 | - | 19.65 | - | - | - | - | 95.23 | - |
2022-03-13 | 56.54 | - | 30.10 | - | - | - | - | 96.28 | - |
2022-03-20 | 72.33 | - | 34.63 | - | - | - | - | 119.62 | - |
2022-03-27 | 103.59 | - | 57.16 | - | - | - | - | 161.56 | - |
2022-04-03 | 140.36 | - | 83.10 | - | - | - | - | 272.00 | - |
2022-04-10 | 156.54 | - | 92.38 | - | - | - | - | 260.41 | - |
2022-04-17 | 128.16 | - | 77.34 | - | - | - | - | 203.45 | - |
2022-04-24 | 160.32 | - | 95.92 | - | - | - | - | 299.60 | - |
2022-05-01 | 161.19 | - | 95.98 | - | - | - | - | 272.77 | - |
2022-05-08 | 170.81 | - | 94.42 | - | - | - | - | 294.59 | - |
2022-05-15 | 245.36 | - | 158.53 | - | - | - | - | 367.72 | - |
2022-05-22 | 267.97 | - | 171.12 | - | - | - | - | 366.30 | - |
2022-05-29 | 345.91 | - | 192.55 | - | - | - | - | 456.48 | - |
2022-06-05 | 344.29 | - | 247.98 | - | - | - | - | 505.47 | - |
2022-06-12 | 367.36 | - | 233.44 | - | - | - | - | 503.90 | - |
2022-06-19 | 386.72 | - | 260.58 | - | - | - | - | 518.25 | - |
2022-06-26 | 399.74 | - | 224.13 | - | - | - | - | 518.13 | - |
2022-07-03 | 398.20 | - | 269.60 | - | - | - | - | 536.99 | - |
2022-07-10 | 413.49 | - | 252.60 | - | - | - | - | 533.82 | - |
2022-07-17 | 407.25 | - | 274.61 | - | - | - | - | 539.10 | - |
2022-07-24 | 412.94 | - | 219.33 | - | - | - | - | 503.38 | - |
2022-07-31 | 383.57 | - | 259.07 | - | - | - | - | 525.02 | - |
2022-08-07 | 389.61 | - | 232.31 | - | - | - | - | 507.59 | - |
2022-08-14 | 344.36 | - | 193.75 | - | - | - | - | 492.06 | - |
2022-08-21 | 328.59 | - | 198.12 | - | - | - | - | 463.71 | - |
2022-08-28 | 298.06 | - | 157.96 | - | - | - | - | 454.08 | - |
2022-09-04 | 273.65 | - | 138.02 | - | - | - | - | 412.59 | - |
2022-09-11 | 248.46 | - | 138.49 | - | - | - | - | 366.04 | - |
2022-09-18 | 165.49 | - | 83.18 | - | - | - | - | 262.62 | - |
2022-09-25 | 137.46 | - | 68.24 | - | - | - | - | 232.30 | - |
2022-10-02 | 104.28 | - | 53.02 | - | - | - | - | 184.66 | - |
2022-10-09 | 76.13 | - | 37.76 | - | - | - | - | 122.46 | - |
2022-10-16 | 79.20 | - | 46.78 | - | - | - | - | 139.61 | - |
2022-10-23 | 61.12 | - | 29.26 | - | - | - | - | 117.67 | - |
2022-10-30 | 49.37 | - | 21.79 | - | - | - | - | 79.65 | - |
2022-11-06 | 52.32 | - | 23.97 | - | - | - | - | 86.98 | - |
2022-11-13 | 47.33 | - | 21.43 | - | - | - | - | 88.00 | - |
2022-11-20 | 42.33 | - | 11.34 | - | - | - | - | 72.47 | - |
2022-11-27 | 49.96 | - | 20.95 | - | - | - | - | 76.11 | - |
2022-12-04 | 53.11 | - | 25.84 | - | - | - | - | 90.36 | - |
2022-12-11 | 57.70 | - | 26.56 | - | - | - | - | 92.30 | - |
2022-12-18 | 44.29 | - | 14.01 | - | - | - | - | 75.68 | - |
2022-12-25 | 35.89 | - | 12.04 | - | - | - | - | 62.02 | - |
2023-01-01 | 31.97 | - | 4.22 | - | - | - | - | 55.68 | - |
2023-01-08 | 26.36 | - | 1.07 | - | - | - | - | 54.93 | - |
2023-01-15 | 25.71 | - | 5.16 | - | - | - | - | 47.66 | - |
2023-01-22 | 26.53 | - | 1.46 | - | - | - | - | 54.50 | - |
2023-01-29 | 38.58 | - | 14.11 | - | - | - | - | 65.08 | - |
2023-02-05 | 57.35 | - | 30.35 | - | - | - | - | 98.19 | - |
2023-02-12 | 80.00 | - | 46.77 | - | - | - | - | 125.35 | - |
2023-02-19 | 104.35 | - | 57.17 | - | - | - | - | 182.87 | - |
2023-02-26 | 86.80 | - | 50.44 | - | - | - | - | 134.79 | - |
2023-03-05 | 82.26 | - | 49.62 | - | - | - | - | 137.96 | - |
2023-03-12 | 64.50 | - | 30.62 | - | - | - | - | 96.28 | - |
2023-03-19 | 58.92 | - | 19.42 | - | - | - | - | 95.87 | - |
2023-03-26 | 63.48 | - | 32.84 | - | - | - | - | 109.08 | - |
2023-04-02 | 73.21 | - | 36.29 | - | - | - | - | 117.87 | - |
2023-04-09 | 101.62 | - | 63.24 | - | - | - | - | 181.71 | - |
2023-04-16 | 150.83 | - | 93.23 | - | - | - | - | 243.67 | - |
2023-04-23 | 182.89 | - | 116.53 | - | - | - | - | 287.62 | - |
2023-04-30 | 193.91 | - | 110.76 | - | - | - | - | 317.73 | - |
2023-05-07 | 229.07 | - | 134.79 | - | - | - | - | 365.57 | - |
2023-05-14 | 193.61 | - | 99.33 | - | - | - | - | 310.02 | - |
2023-05-21 | 122.85 | - | 71.41 | - | - | - | - | 213.89 | - |
2023-05-28 | 92.68 | - | 52.81 | - | - | - | - | 161.92 | - |
2023-06-04 | 61.67 | - | 25.22 | - | - | - | - | 118.19 | - |
2023-06-11 | 50.01 | - | 15.88 | - | - | - | - | 72.80 | - |
2023-06-18 | 58.03 | - | 28.98 | - | - | - | - | 91.08 | - |
2023-06-25 | 53.81 | - | 24.10 | - | - | - | - | 92.03 | - |
2023-07-02 | 52.69 | - | 24.32 | - | - | - | - | 82.27 | - |