A data mining process for real-time epidemics forecast applicable to COVID-19

Notification_date: data em que a infecção por dengue foi notificada pelo médico.
Cumulative1W-: Sum of cases that occurred 1 week before notification date (considering Notification_date being day zero, the sum of the number of cases from day -1 to -7).
Cumulative2W-: Sum of cases that occurred 2 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -8 to -14).
Cumulative3W-: Sum of cases that occurred 3 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -15 to -22).
Cumulative4W-: Sum of cases that occurred 4 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -23 to -29).
Cumulative5W-: Sum of cases that occurred 5 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -30 to -36).
Cumulative6W-: Sum of cases that occurred 6 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -37 to -44).
Cumulative7W-: Sum of cases that occurred 7 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -45 to -51).
Cumulative8W-: Sum of cases that occurred 8 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -52 to -58).
Cumulative9W-: Sum of cases that occurred 9 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -59 to -65).
Cumulative10W-: Sum of cases that occurred 10 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -66 to -72).
Cumulative11W-: Sum of cases that occurred 11 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -73 to -79).
Cumulative12W-: Sum of cases that occurred 12 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -80 to -86).
Cumulative13W-: Sum of cases that occurred 13 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -87 to -93).
Cumulative14W-: Sum of cases that occurred 14 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -94 to -100).
Cumulative15W-: Sum of cases that occurred 15 weeks before notification date (considering Notification_date being day zero, the sum of the number of cases from day -101 to -107).
Dengue_infefctions_sma7: confirmed dengue infections (moving average in the last 7 days).
Dengue_cumulative: number of infections reported from 4/14/2007 to 3/10/2020.
Population_inhab: estimated population in inhabitants.
Population_density_inhabpkm2: demographic density in inhabitants per km2.
Precipitation_mm_sma7: average daily rain precipitation in mm (moving average in the last 7 days).
Daily_mean_temperaure_oC_sma7: average daily mean temperature in degrees Celsius (moving average in the last 7 days).
Daily_minimum_temperaure_oC_sma7: average daily minimum temperature in degrees Celsius (moving average in the last 7 days).
Relative_humidity_sma7: average daily relative humidity in % (moving average in the last 7 days).
Wind_speed_mps_7sma: average daily wind speed in m/s (moving average in the last 7 days).
Cumulative1W+_Target_1: Sum of cases that occurred in week 1 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +1 to +7).
Cumulative2W+_Target_2: Sum of cases that occurred in week 2 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +8 to +14).
Cumulative3W+_Target_3: Sum of cases that occurred in week 3 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +15 to +22).
Cumulative4W+_Target_4: Sum of cases that occurred in week 4 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +23 to +29).
Cumulative5W+_Target_5: Sum of cases that occurred in week 5 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +30 to +36).
Cumulative6W+_Target_6: Sum of cases that occurred in week 6 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +37 to +44).
Cumulative7W+_Target_7: Sum of cases that occurred in week 7 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +45 to +51).
Cumulative8W+_Target_8: Sum of cases that occurred in week 8 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +52 to +58).
Cumulative9W+_Target_9: Sum of cases that occurred in week 9 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +59 to +65).
Cumulative10W+_Target_10: Sum of cases that occurred in week 10 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +66 to +72).
Cumulative11W+_Target_11: Sum of cases that occurred in week 11 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +73 to +79).
Cumulative12W+_Target_12: Sum of cases that occurred in week 12 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +80 to +86).
Cumulative13W+_Target_13: Sum of cases that occurred in week 13 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +87 to +93).
Cumulative14W+_Target_14: Sum of cases that occurred in week 14 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +94 to +100).
Cumulative15W+_Target_15: Sum of cases that occurred in week 15 following the notification date (considering Notification_date being day zero, the sum of the number of cases from day +101 to 107).

Notification_date：医生报告登革热感染的日期。
Cumulative1W-：通知日期前1周发生的病例总和（以通知日期为第0天，即从第-1天到-7天的病例数之和）。
Cumulative2W-：通知日期前2周发生的病例总和（以通知日期为第0天，即从第-8天到-14天的病例数之和）。
Cumulative3W-：通知日期前3周发生的病例总和（以通知日期为第0天，即从第-15天到-22天的病例数之和）。
Cumulative4W-：通知日期前4周发生的病例总和（以通知日期为第0天，即从第-23天到-29天的病例数之和）。
Cumulative5W-：通知日期前5周发生的病例总和（以通知日期为第0天，即从第-30天到-36天的病例数之和）。
Cumulative6W-：通知日期前6周发生的病例总和（以通知日期为第0天，即从第-37天到-44天的病例数之和）。
Cumulative7W-：通知日期前7周发生的病例总和（以通知日期为第0天，即从第-45天到-51天的病例数之和）。
Cumulative8W-：通知日期前8周发生的病例总和（以通知日期为第0天，即从第-52天到-58天的病例数之和）。
Cumulative9W-：通知日期前9周发生的病例总和（以通知日期为第0天，即从第-59天到-65天的病例数之和）。
Cumulative10W-：通知日期前10周发生的病例总和（以通知日期为第0天，即从第-66天到-72天的病例数之和）。
Cumulative11W-：通知日期前11周发生的病例总和（以通知日期为第0天，即从第-73天到-79天的病例数之和）。
Cumulative12W-：通知日期前12周发生的病例总和（以通知日期为第0天，即从第-80天到-86天的病例数之和）。
Cumulative13W-：通知日期前13周发生的病例总和（以通知日期为第0天，即从第-87天到-93天的病例数之和）。
Cumulative14W-：通知日期前14周发生的病例总和（以通知日期为第0天，即从第-94天到-100天的病例数之和）。
Cumulative15W-：通知日期前15周发生的病例总和（以通知日期为第0天，即从第-101天到-107天的病例数之和）。
Dengue_infefctions_sma7：确诊登革热感染病例数（过去7天的移动平均（moving average））。
Dengue_cumulative：2007年4月14日至2020年3月10日期间报告的感染病例总数。
Population_inhab：以居民为单位的估计人口数。
Population_density_inhabpkm2：每平方公里居民的人口密度。
Precipitation_mm_sma7：日均降雨量（毫米，过去7天的移动平均）。
Daily_mean_temperaure_oC_sma7：日均平均温度（摄氏度，过去7天的移动平均）。
Daily_minimum_temperaure_oC_sma7：日均最低温度（摄氏度，过去7天的移动平均）。
Relative_humidity_sma7：日均相对湿度（百分比，过去7天的移动平均）。
Wind_speed_mps_7sma：日均风速（米/秒，过去7天的移动平均）。
Cumulative1W+_Target_1：通知日期后第1周发生的病例总和（以通知日期为第0天，即从第+1天到+7天的病例数之和）。
Cumulative2W+_Target_2：通知日期后第2周发生的病例总和（以通知日期为第0天，即从第+8天到+14天的病例数之和）。
Cumulative3W+_Target_3：通知日期后第3周发生的病例总和（以通知日期为第0天，即从第+15天到+22天的病例数之和）。
Cumulative4W+_Target_4：通知日期后第4周发生的病例总和（以通知日期为第0天，即从第+23天到+29天的病例数之和）。
Cumulative5W+_Target_5：通知日期后第5周发生的病例总和（以通知日期为第0天，即从第+30天到+36天的病例数之和）。
Cumulative6W+_Target_6：通知日期后第6周发生的病例总和（以通知日期为第0天，即从第+37天到+44天的病例数之和）。
Cumulative7W+_Target_7：通知日期后第7周发生的病例总和（以通知日期为第0天，即从第+45天到+51天的病例数之和）。
Cumulative8W+_Target_8：通知日期后第8周发生的病例总和（以通知日期为第0天，即从第+52天到+58天的病例数之和）。
Cumulative9W+_Target_9：通知日期后第9周发生的病例总和（以通知日期为第0天，即从第+59天到+65天的病例数之和）。
Cumulative10W+_Target_10：通知日期后第10周发生的病例总和（以通知日期为第0天，即从第+66天到+72天的病例数之和）。
Cumulative11W+_Target_11：通知日期后第11周发生的病例总和（以通知日期为第0天，即从第+73天到+79天的病例数之和）。
Cumulative12W+_Target_12：通知日期后第12周发生的病例总和（以通知日期为第0天，即从第+80天到+86天的病例数之和）。
Cumulative13W+_Target_13：通知日期后第13周发生的病例总和（以通知日期为第0天，即从第+87天到+93天的病例数之和）。
Cumulative14W+_Target_14：通知日期后第14周发生的病例总和（以通知日期为第0天，即从第+94天到+100天的病例数之和）。
Cumulative15W+_Target_15：通知日期后第15周发生的病例总和（以通知日期为第0天，即从第+101天到107天的病例数之和）。