Prediction 31
Modelo | Deep learning model using BI-LSTM Layers |
---|---|
Autor | Eduardo Correa Araujo |
Descrição:
Forecast de novos casos para o geocode 2211001 entre 2022-01-01 e 2023-01-01 usando apenas os dados do geocode 2211001
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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 | 33.27 | - | 6.99 | - | - | - | - | 55.92 | - |
2022-01-09 | 31.63 | - | 4.99 | - | - | - | - | 55.32 | - |
2022-01-16 | 29.91 | - | 4.11 | - | - | - | - | 47.30 | - |
2022-01-23 | 25.65 | - | 1.56 | - | - | - | - | 44.31 | - |
2022-01-30 | 38.24 | - | 12.50 | - | - | - | - | 66.91 | - |
2022-02-06 | 58.85 | - | 34.18 | - | - | - | - | 92.92 | - |
2022-02-13 | 95.42 | - | 57.60 | - | - | - | - | 134.63 | - |
2022-02-20 | 81.97 | - | 41.86 | - | - | - | - | 140.73 | - |
2022-02-27 | 120.12 | - | 73.09 | - | - | - | - | 198.54 | - |
2022-03-06 | 156.42 | - | 90.11 | - | - | - | - | 283.15 | - |
2022-03-13 | 216.73 | - | 113.15 | - | - | - | - | 374.48 | - |
2022-03-20 | 268.87 | - | 119.04 | - | - | - | - | 368.82 | - |
2022-03-27 | 262.45 | - | 149.01 | - | - | - | - | 379.94 | - |
2022-04-03 | 340.02 | - | 225.43 | - | - | - | - | 463.68 | - |
2022-04-10 | 362.42 | - | 223.43 | - | - | - | - | 473.89 | - |
2022-04-17 | 390.43 | - | 255.72 | - | - | - | - | 512.79 | - |
2022-04-24 | 404.80 | - | 273.98 | - | - | - | - | 525.03 | - |
2022-05-01 | 401.88 | - | 275.54 | - | - | - | - | 538.84 | - |
2022-05-08 | 415.02 | - | 249.66 | - | - | - | - | 525.38 | - |
2022-05-15 | 424.86 | - | 307.81 | - | - | - | - | 557.26 | - |
2022-05-22 | 411.91 | - | 276.71 | - | - | - | - | 549.29 | - |
2022-05-29 | 404.96 | - | 241.14 | - | - | - | - | 533.40 | - |
2022-06-05 | 385.10 | - | 277.57 | - | - | - | - | 498.06 | - |
2022-06-12 | 334.55 | - | 200.35 | - | - | - | - | 465.76 | - |
2022-06-19 | 251.89 | - | 161.34 | - | - | - | - | 351.38 | - |
2022-06-26 | 285.89 | - | 171.47 | - | - | - | - | 402.99 | - |
2022-07-03 | 295.35 | - | 182.98 | - | - | - | - | 426.92 | - |
2022-07-10 | 310.42 | - | 161.30 | - | - | - | - | 438.11 | - |
2022-07-17 | 311.87 | - | 180.05 | - | - | - | - | 420.88 | - |
2022-07-24 | 272.15 | - | 140.10 | - | - | - | - | 385.00 | - |
2022-07-31 | 176.39 | - | 108.16 | - | - | - | - | 290.97 | - |
2022-08-07 | 117.21 | - | 76.46 | - | - | - | - | 202.68 | - |
2022-08-14 | 71.06 | - | 48.80 | - | - | - | - | 110.83 | - |
2022-08-21 | 45.15 | - | 21.89 | - | - | - | - | 65.47 | - |
2022-08-28 | 37.10 | - | 13.35 | - | - | - | - | 67.63 | - |
2022-09-04 | 32.68 | - | 12.06 | - | - | - | - | 55.06 | - |
2022-09-11 | 30.27 | - | 6.17 | - | - | - | - | 52.70 | - |
2022-09-18 | 26.05 | - | 4.55 | - | - | - | - | 45.13 | - |
2022-09-25 | 26.84 | - | 2.04 | - | - | - | - | 49.34 | - |
2022-10-02 | 26.46 | - | 3.46 | - | - | - | - | 44.38 | - |
2022-10-09 | 22.33 | - | 0.68 | - | - | - | - | 44.95 | - |
2022-10-16 | 22.89 | - | 0.05 | - | - | - | - | 41.76 | - |
2022-10-23 | 24.89 | - | 0.32 | - | - | - | - | 45.91 | - |
2022-10-30 | 26.45 | - | 0.82 | - | - | - | - | 47.39 | - |
2022-11-06 | 19.62 | - | 0.00 | - | - | - | - | 48.53 | - |
2022-11-13 | 22.41 | - | 0.00 | - | - | - | - | 42.85 | - |
2022-11-20 | 18.65 | - | 0.00 | - | - | - | - | 43.79 | - |
2022-11-27 | 25.07 | - | 0.00 | - | - | - | - | 51.43 | - |
2022-12-04 | 31.91 | - | 5.29 | - | - | - | - | 54.05 | - |
2022-12-11 | 38.17 | - | 12.58 | - | - | - | - | 60.33 | - |
2022-12-18 | 44.83 | - | 19.72 | - | - | - | - | 69.43 | - |
2022-12-25 | 36.01 | - | 8.30 | - | - | - | - | 62.68 | - |
2023-01-01 | 31.18 | - | 8.59 | - | - | - | - | 52.86 | - |
2023-01-08 | 27.18 | - | 1.62 | - | - | - | - | 52.32 | - |
2023-01-15 | 25.30 | - | 4.68 | - | - | - | - | 45.96 | - |
2023-01-22 | 34.40 | - | 10.46 | - | - | - | - | 56.16 | - |
2023-01-29 | 47.76 | - | 17.23 | - | - | - | - | 75.63 | - |
2023-02-05 | 60.18 | - | 30.47 | - | - | - | - | 100.64 | - |
2023-02-12 | 80.09 | - | 48.17 | - | - | - | - | 137.91 | - |
2023-02-19 | 103.98 | - | 66.10 | - | - | - | - | 173.44 | - |
2023-02-26 | 105.36 | - | 68.51 | - | - | - | - | 168.08 | - |
2023-03-05 | 135.16 | - | 86.79 | - | - | - | - | 228.18 | - |
2023-03-12 | 146.73 | - | 102.31 | - | - | - | - | 282.81 | - |
2023-03-19 | 184.35 | - | 106.18 | - | - | - | - | 306.64 | - |
2023-03-26 | 262.56 | - | 135.86 | - | - | - | - | 374.18 | - |
2023-04-02 | 267.18 | - | 159.03 | - | - | - | - | 399.20 | - |
2023-04-09 | 306.79 | - | 195.36 | - | - | - | - | 452.44 | - |
2023-04-16 | 333.09 | - | 214.52 | - | - | - | - | 444.29 | - |
2023-04-23 | 349.65 | - | 229.42 | - | - | - | - | 456.58 | - |
2023-04-30 | 324.21 | - | 194.56 | - | - | - | - | 444.10 | - |
2023-05-07 | 317.27 | - | 207.17 | - | - | - | - | 435.12 | - |
2023-05-14 | 244.40 | - | 138.90 | - | - | - | - | 326.15 | - |
2023-05-21 | 173.89 | - | 109.68 | - | - | - | - | 265.98 | - |
2023-05-28 | 154.30 | - | 99.86 | - | - | - | - | 240.21 | - |
2023-06-04 | 120.84 | - | 83.43 | - | - | - | - | 198.53 | - |
2023-06-11 | 120.08 | - | 82.68 | - | - | - | - | 197.52 | - |
2023-06-18 | 127.11 | - | 83.45 | - | - | - | - | 191.67 | - |
2023-06-25 | 112.42 | - | 71.64 | - | - | - | - | 182.06 | - |
2023-07-02 | 92.57 | - | 58.70 | - | - | - | - | 137.94 | - |