source('./predict.R')

## [1] "2020-05-13"
##                 country cum_confirm cum_heal cum_dead   inc_rate death_rate
## 1         United States     1411148   298643    83564  198373.70       5.92
## 2                 Spain      271095   183227    27104       0.58      10.00
## 3                Russia      242271    48003     2212   84907.37       0.91
## 4        United Kingdom      229705     1918    33186       1.43      14.45
## 5                 Italy      221216   109039    30911       0.64      13.97
## 6                France      178225    57785    26991       0.45      15.14
## 7                Brazil      178214    72597    12461       4.89       6.99
## 8               Germany      174180   153606     7886       0.28       4.53
## 9                Turkey      141475    98889     3894  121861.21       2.75
## 10                 Iran      112725    89428     6783       1.77       6.02
## 11                China       84461    79616     4644       0.01       5.50
## 12                India       74925    24887     2436       3.21       3.25
## 13                 Peru       72059    23324     2057  119998.33       2.85
## 14               Canada       71157    34042     5169       1.68       7.26
## 15              Belgium       53981    13937     8843       0.38      16.38
## 16         Saudi Arabia       44830    17622      273  407445.45       0.61
## 17          Netherlands       43211      322     5562     431.37      12.87
## 18               Mexico       38324    25935     3926     468.44      10.24
## 19             Pakistan       34336     8812      737     107.33       2.15
## 20                Chile       31721    14125      335       5.52       1.06
## 21              Ecuador       30419     3477     2327       3.08       7.65
## 22          Switzerland       30413    26800     1867       0.11       6.14
## 23             Portugal       28132     3182     1175    3785.64       4.18
## 24               Sweden       27909     4971     3460      13.12      12.40
## 25                Qatar       26539     3143       14    5986.93       0.05
## 26              Belarus       25825     7711      146       3.83       0.57
## 27            Singapore       25346     3851       21    1634.84       0.08
## 28              Ireland       23242    17110     1488       0.46       6.40
## 29 United Arab Emirates       19661     6012      203       0.00       1.03
## 30           Bangladesh       17822     3361      269       6.97       1.51
## 31               Poland       17062     6410      847 1706100.00       4.96
## 32               Israel       16539    12173      262       0.08       1.58
## 33              Ukraine       16425     3716      439   13363.11       2.67
## 34                Japan       16103     9868      696       0.34       4.32
## 35              Romania       16002     7961     1016      57.25       6.35
## 36              Austria       15997    14304      624       0.23       3.90
## 37            Indonesia       15438     3287     1028       4.67       6.66
## 38             Colombia       12272     2971      493       5.67       4.02
## 39          Philippines       11618     2251      772     -64.44       6.64
## 40         South Africa       11350     4357      206    2473.70       1.81
## 41               Kuwait       11028     3263       82       7.31       0.74
## 42          South Korea       10962     9695      259       0.24       2.36
## 43   Dominican Republic       10900     3221      402       2.50       3.69
## 44              Denmark       10789     8778      527       0.73       4.88
## 45               Serbia       10295     3824      222     -95.57       2.16
## 46                Egypt       10093     2326      544       3.56       5.39

## [1] "Pakistan leading cum_confirm == 0 trimed"

## [1] "Provinces added more than 0 cases in last 1 days:"
##         time country  province cum_confirm cum_heal cum_dead added
## 1 2020-05-13   China     Jilin         133      108        1     6
## 2 2020-05-13   China Hong Kong        1050     1008        4     3
## 3 2020-05-13   China  Shanghai         660      633        7     1