source('./predict.R')

## [1] "2020-08-13"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                        France      206696    83472    30371  1.24  14.69  465
## 2                         Italy      251713   202697    35225  0.19  13.99  583
## 3                United Kingdom      313798     1918    41329  0.32  13.17  609
## 4                       Belgium       75647    17883     9900  0.85  13.09  854
## 5                        Mexico      498380   336635    54666  1.19  10.97  424
## 6                   Netherlands       60627      322     6161  0.00  10.16  360
## 7                         Spain      376864   196958    28579  0.85   7.58  611
## 8                        Canada      120844   107148     9006  0.35   7.45  239
## 9                        Sweden       83455     4971     5774  0.00   6.92  572
## 10                      Ireland       26838    23364     1774  0.14   6.61  359
## 11                        Sudan       12115     6305      792  0.68   6.54   18
## 12                      Ecuador       97110    78887     5984  1.62   6.16  339
## 13                         Iran      336324   292058    19162  0.79   5.70  228
## 14                  Switzerland       37403    32700     1991  0.63   5.32  230
## 15                        Egypt       95963    55901     5085  0.13   5.30   50
## 16                        China       89595    83245     4706  0.10   5.25    3
## 17                    Indonesia      132816    87558     5968  1.60   4.49   22
## 18                         Peru      498555   341938    21713  1.81   4.36  659
## 19 Republika Severna Makedonija       12217     8487      530  0.00   4.34   NA
## 20                      Romania       66631    31547     2860  2.23   4.29  149
## 21                      Germany      221326   203356     9373  0.73   4.23  112
## 22                      Bolivia       95071    32830     3827  1.87   4.03  328
## 23                      Denmark       15423    13305      621  0.86   4.03  107
## 24                    Guatemala       59089    47394     2267  1.94   3.84  127
## 25                  Afghanistan       37424    26714     1363  0.21   3.64   35
## 26                      Algeria       36699    25627     1333  1.37   3.63   30
## 27                   Kyrgyzstan       41069    33288     1487  0.76   3.62  228
## 28                         Iraq      160436   114541     5588  0.00   3.48  139
## 29                     Bulgaria       13893     8479      482  1.25   3.47   69
## 30                       Poland       54487    37961     1844  1.51   3.38   49
## 31                     Portugal       53223    38940     1764  0.00   3.31  173
## 32                       Brazil     3170474  2309477   104263  1.87   3.29  491
## 33                     Colombia      422519   239785    13837  2.94   3.27  272
## 34                      Austria       22594    20346      725  0.69   3.21   80
## 35                United States     5360488  2813125   169135  0.96   3.16  511
## 36                     Honduras       48657     6945     1533  0.52   3.15  155
## 37       Bosnia and Herzegovina       15184     9156      458  1.49   3.02  140
## 38                      Moldova       28697    19998      863  1.68   3.01  214
## 39                        Chile      378168   351419    10205  0.41   2.70  534
## 40                  El Salvador       21993    10254      584  1.61   2.66   90
## 41                       Turkey      244392   227089     5891  0.50   2.41   70
## 42                      Ukraine       86140    46216     1992  1.88   2.31   46
## 43                       Serbia       28751    18965      658  0.00   2.29   75
## 44                     Cameroon       18263    15320      401  0.27   2.20   15
## 45                       Panama       77377    51597     1703  1.19   2.20  395
## 46                     Pakistan      286674   264060     6139  0.26   2.14   28
## 47                      Senegal       11740     7572      244  1.32   2.08   15
## 48                  South Korea       14770    13817      305  0.38   2.06    6
## 49               Czech Republic       19075    13407      391  1.32   2.05   37
## 50                        Japan       52602    36134     1073  4.27   2.04    8
## 51                      Nigeria       47743    33943      956  0.96   2.00    5
## 52                      Armenia       41023    33897      809  0.56   1.97  273
## 53                        India     2411547  1708719    47274  2.48   1.96   34
## 54                    Argentina      268574   187283     5213  2.94   1.94  115
## 55                 South Africa      568919   432029    11010  0.50   1.94  186
## 56                     Ethiopia       25118    11034      463  3.90   1.84    4
## 57                       Russia      907758   716396    15384  0.56   1.69  105
## 58           Dominican Republic       82224    47095     1371  1.39   1.67  126
## 59                  Philippines      147526    70387     2426  2.63   1.64   22
## 60                        Kenya       28104    14610      456  2.48   1.62    8
## 61                    Australia       22358    13001      361  1.04   1.61   14
## 62                      Morocco       36694    25677      556  4.26   1.52   15
## 63                   Azerbaijan       33824    31058      497  0.00   1.47   49
## 64                   Bangladesh      269115   154871     3557  0.98   1.32   22
## 65                   Kazakhstan      101372    76756     1269  0.51   1.25   68
## 66                  Puerto Rico       24074        0      295  2.87   1.23  103
## 67                   Madagascar       13522    11780      162  0.93   1.20    6
## 68                 Saudi Arabia      293037   257269     3269  0.00   1.12   94
## 69                   Costa Rica       25057     8189      263  2.24   1.05   52
## 70                      Belarus       69102    65893      595  0.00   0.86   63
## 71                    Venezuela       29088    21042      247  4.12   0.85    9
## 72                       Israel       88733    64674      643  1.79   0.72   74
## 73        Palestinian Territory       15491     9186      105  2.02   0.68   NA
## 74                         Oman       82531    77278      551  0.28   0.67  108
## 75                       Kuwait       74486    66099      489  0.95   0.66  115
## 76                   Uzbekistan       33093    26270      215  1.93   0.65    6
## 77                Cรดte d'Ivoire       16847    13321      105  0.00   0.62    4
## 78         United Arab Emirates       63489    57372      358  0.44   0.56   36
## 79                        Ghana       41725    39495      223  0.37   0.53    7
## 80                        Nepal       24957    16837       95  2.15   0.38    3
## 81                      Bahrain       45264    41836      166  1.03   0.37   98
## 82                        Qatar      113938   110627      190  0.00   0.17   66
## 83                    Singapore       55497    50520       27  0.18   0.05    5