Prediction 75
Modelo | Deep learning model using BI-LSTM Layers |
---|---|
Autor | Eduardo Correa Araujo |
Descrição:
Forecast de novos casos para o geocode 3106200 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 | 365.34 | - | 0.00 | - | - | - | - | 989.45 | - |
2022-01-09 | 273.59 | - | 0.00 | - | - | - | - | 887.27 | - |
2022-01-16 | 286.54 | - | 0.00 | - | - | - | - | 837.29 | - |
2022-01-23 | 48.96 | - | 0.00 | - | - | - | - | 810.05 | - |
2022-01-30 | 508.09 | - | 0.00 | - | - | - | - | 1094.52 | - |
2022-02-06 | 609.15 | - | 0.00 | - | - | - | - | 1601.47 | - |
2022-02-13 | 437.84 | - | 0.00 | - | - | - | - | 1740.73 | - |
2022-02-20 | 419.86 | - | 0.00 | - | - | - | - | 1267.03 | - |
2022-02-27 | 452.97 | - | 0.00 | - | - | - | - | 1060.29 | - |
2022-03-06 | 171.53 | - | 0.00 | - | - | - | - | 839.42 | - |
2022-03-13 | 55.95 | - | 0.00 | - | - | - | - | 671.69 | - |
2022-03-20 | 191.28 | - | 0.00 | - | - | - | - | 666.75 | - |
2022-03-27 | 241.85 | - | 0.00 | - | - | - | - | 1079.04 | - |
2022-04-03 | 387.85 | - | 0.00 | - | - | - | - | 1164.68 | - |
2022-04-10 | 536.50 | - | 0.00 | - | - | - | - | 1481.48 | - |
2022-04-17 | 636.84 | - | 0.00 | - | - | - | - | 1508.69 | - |
2022-04-24 | 585.45 | - | 0.00 | - | - | - | - | 1504.89 | - |
2022-05-01 | 627.74 | - | 14.19 | - | - | - | - | 1562.30 | - |
2022-05-08 | 419.89 | - | 0.00 | - | - | - | - | 1153.86 | - |
2022-05-15 | 381.57 | - | 0.00 | - | - | - | - | 1000.20 | - |
2022-05-22 | 405.94 | - | 0.00 | - | - | - | - | 1152.20 | - |
2022-05-29 | 565.26 | - | 0.00 | - | - | - | - | 1204.53 | - |
2022-06-05 | 603.78 | - | 0.00 | - | - | - | - | 1378.45 | - |
2022-06-12 | 320.38 | - | 0.00 | - | - | - | - | 882.94 | - |
2022-06-19 | 204.10 | - | 0.00 | - | - | - | - | 793.47 | - |
2022-06-26 | 117.31 | - | 0.00 | - | - | - | - | 796.67 | - |
2022-07-03 | 168.71 | - | 0.00 | - | - | - | - | 797.49 | - |
2022-07-10 | 38.31 | - | 0.00 | - | - | - | - | 732.21 | - |
2022-07-17 | 80.77 | - | 0.00 | - | - | - | - | 717.65 | - |
2022-07-24 | 0.00 | - | 0.00 | - | - | - | - | 613.82 | - |
2022-07-31 | 0.00 | - | 0.00 | - | - | - | - | 560.34 | - |
2022-08-07 | 0.00 | - | 0.00 | - | - | - | - | 586.73 | - |
2022-08-14 | 0.00 | - | 0.00 | - | - | - | - | 460.90 | - |
2022-08-21 | 0.00 | - | 0.00 | - | - | - | - | 476.10 | - |
2022-08-28 | 0.00 | - | 0.00 | - | - | - | - | 515.42 | - |
2022-09-04 | 0.00 | - | 0.00 | - | - | - | - | 683.21 | - |
2022-09-11 | 0.00 | - | 0.00 | - | - | - | - | 543.18 | - |
2022-09-18 | 28.18 | - | 0.00 | - | - | - | - | 880.04 | - |
2022-09-25 | 60.79 | - | 0.00 | - | - | - | - | 697.86 | - |
2022-10-02 | 4.16 | - | 0.00 | - | - | - | - | 689.81 | - |
2022-10-09 | 4.71 | - | 0.00 | - | - | - | - | 612.75 | - |
2022-10-16 | 76.59 | - | 0.00 | - | - | - | - | 673.03 | - |
2022-10-23 | 206.87 | - | 0.00 | - | - | - | - | 746.74 | - |
2022-10-30 | 304.81 | - | 0.00 | - | - | - | - | 992.39 | - |
2022-11-06 | 451.54 | - | 0.00 | - | - | - | - | 1158.36 | - |
2022-11-13 | 578.53 | - | 0.00 | - | - | - | - | 1236.92 | - |
2022-11-20 | 257.07 | - | 0.00 | - | - | - | - | 986.73 | - |
2022-11-27 | 129.30 | - | 0.00 | - | - | - | - | 1047.16 | - |
2022-12-04 | 209.36 | - | 0.00 | - | - | - | - | 729.90 | - |
2022-12-11 | 156.81 | - | 0.00 | - | - | - | - | 877.71 | - |
2022-12-18 | 345.68 | - | 0.00 | - | - | - | - | 1355.40 | - |
2022-12-25 | 511.74 | - | 0.00 | - | - | - | - | 1216.66 | - |
2023-01-01 | 341.48 | - | 0.00 | - | - | - | - | 1043.53 | - |
2023-01-08 | 205.07 | - | 0.00 | - | - | - | - | 952.69 | - |
2023-01-15 | 164.67 | - | 0.00 | - | - | - | - | 795.06 | - |
2023-01-22 | 160.63 | - | 0.00 | - | - | - | - | 829.73 | - |
2023-01-29 | 474.74 | - | 0.00 | - | - | - | - | 1296.46 | - |
2023-02-05 | 759.98 | - | 54.84 | - | - | - | - | 2370.43 | - |
2023-02-12 | 1287.81 | - | 340.26 | - | - | - | - | 3244.81 | - |
2023-02-19 | 1564.77 | - | 399.40 | - | - | - | - | 3582.86 | - |
2023-02-26 | 1259.32 | - | 348.40 | - | - | - | - | 3395.29 | - |
2023-03-05 | 1208.56 | - | 425.45 | - | - | - | - | 2473.09 | - |
2023-03-12 | 1411.24 | - | 575.18 | - | - | - | - | 3487.06 | - |
2023-03-19 | 1832.71 | - | 615.53 | - | - | - | - | 4640.81 | - |
2023-03-26 | 2558.62 | - | 1098.56 | - | - | - | - | 6208.52 | - |
2023-04-02 | 4845.03 | - | 1775.68 | - | - | - | - | 9663.46 | - |
2023-04-09 | 5964.88 | - | 2464.10 | - | - | - | - | 9904.47 | - |
2023-04-16 | 8649.81 | - | 4282.79 | - | - | - | - | 12697.28 | - |
2023-04-23 | 9781.34 | - | 4992.86 | - | - | - | - | 14280.17 | - |
2023-04-30 | 9153.42 | - | 4708.92 | - | - | - | - | 14419.41 | - |
2023-05-07 | 10231.94 | - | 6845.43 | - | - | - | - | 13943.30 | - |
2023-05-14 | 9193.41 | - | 4089.75 | - | - | - | - | 12924.78 | - |
2023-05-21 | 4496.50 | - | 2719.72 | - | - | - | - | 8084.55 | - |
2023-05-28 | 3148.90 | - | 1786.83 | - | - | - | - | 6312.13 | - |
2023-06-04 | 1881.08 | - | 895.85 | - | - | - | - | 3786.29 | - |
2023-06-11 | 1145.23 | - | 439.87 | - | - | - | - | 2218.14 | - |
2023-06-18 | 759.87 | - | 60.76 | - | - | - | - | 1545.46 | - |
2023-06-25 | 285.64 | - | 0.00 | - | - | - | - | 907.49 | - |
2023-07-02 | 157.98 | - | 0.00 | - | - | - | - | 747.53 | - |