options(width = 100)
source('./predict.R')

## [1] "2020-09-15"
##                             country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                              Peru      738020   580753    30927  1.15   4.19  938
## 2                           Belgium       94306    18737     9927  0.91  10.53  857
## 3                             Spain      603167   196958    30004  4.59   4.97  642
## 4                           Bolivia      127619    85198     7394  0.65   5.79  633
## 5                             Chile      437983   409944    12040  0.74   2.75  630
## 6                            Brazil     4382263  3671128   133119  1.20   3.04  626
## 7                           Ecuador      119553    97063    10963  0.81   9.17  621
## 8                    United Kingdom      374228     1918    41664  1.55  11.13  614
## 9                     United States     6785830  4059526   200098  1.11   2.95  605
## 10                            Italy      289990   214645    35633  0.78  12.29  589
## 11                           Sweden       87345     4971     5851  0.97   6.70  579
## 12                           Mexico      671716   475795    71049  0.50  10.58  551
## 13                           Panama      102204    74782     2173  0.45   2.13  504
## 14                           France      395104    89891    30999  3.68   7.85  475
## 15                         Colombia      728590   607978    23288  1.71   3.20  458
## 16                      Netherlands       84778      322     6258  1.65   7.38  365
## 17                          Ireland       31549    23364     1787  1.82   5.66  362
## 18                          Armenia       46119    41941      920  0.33   1.99  310
## 19                          Moldova       43734    32293     1143  1.76   2.61  283
## 20                             Iran      407353   349984    23453  0.67   5.76  279
## 21                     South Africa      651521   583126    15641  0.27   2.40  264
## 22                        Argentina      565446   438883    11710  1.78   2.07  259
## 23                           Canada      138582   121567     9188  1.41   6.63  243
## 24                      Switzerland       47751    39900     2028  0.66   4.25  234
## 25           Bosnia and Herzegovina       23929    16701      725  5.04   3.03  221
## 26                          Romania      105298    43244     4236  1.07   4.02  220
## 27                         Honduras       68620    18487     2087  1.23   3.04  211
## 28                             Iraq      298702   233346     8166  2.59   2.73  203
## 29                      Puerto Rico       38172     2267      551  5.48   1.44  193
## 30               Dominican Republic      104803    78387     1998  1.10   1.91  184
## 31                         Portugal       65021    44362     1875  1.12   2.88  184
## 32                        Guatemala       82684    71983     2984  0.95   3.61  167
## 33                       Kyrgyzstan       44999    41103     1063  0.16   2.36  163
## 34                             Oman       90660    84113      797  0.49   0.88  156
## 35                           Israel      164402   120727     1147  4.83   0.70  133
## 36                           Kuwait       96301    86219      568  0.87   0.59  133
## 37                           Russia     1073849   884305    18785  0.52   1.75  129
## 38                     Saudi Arabia      326930   305022     4338  0.39   1.33  125
## 39                          Bahrain       61643    54831      213  1.82   0.35  125
## 40                       Costa Rica       58137    21536      633  1.19   1.09  124
## 41                      El Salvador       27088    19450      792  0.29   2.92  122
## 42                          Albania       11672     6668      340  2.81   2.91  118
## 43                          Germany      264944   233664     9528  1.31   3.60  114
## 44                          Denmark       21013    16983      633  3.37   3.01  109
## 45                         Bulgaria       18216    13057      736  1.66   4.04  106
## 46                       Kazakhstan      106920   100836     1634  0.06   1.53   87
## 47                           Turkey      294620   261260     7186  1.48   2.44   85
## 48                          Austria       34305    27354      757  2.28   2.21   84
## 49                           Serbia       32511    31313      735  0.32   2.26   84
## 50                          Belarus       74552    72661      761  0.51   1.02   81
## 51                         Paraguay       28367    14814      539  1.98   1.90   76
## 52                          Ukraine      159702    70810     3264  1.85   2.04   75
## 53                            Qatar      122214   119144      208  0.39   0.17   72
## 54                          Hungary       13879     4130      646  2.07   4.65   67
## 55                            India     5018034  3939111    82091  3.45   1.64   59
## 56                           Poland       75134    61548     2227  0.81   2.96   59
## 57                       Azerbaijan       38517    35998      566  0.50   1.47   56
## 58                            Libya       24144    13252      383  2.89   1.59   56
## 59                          Croatia       13749    11412      230  1.72   1.67   56
## 60                            Egypt      101340    85745     5679  0.33   5.60   55
## 61                           Norway       12330    10371      265  1.45   2.15   49
## 62                          Morocco       90324    71047     1648  4.20   1.82   45
## 63                   Czech Republic       38187    22526      476  2.16   1.25   44
## 64                      Philippines      269407   207352     4663  1.32   1.73   43
## 65             United Arab Emirates       80940    70635      401  1.83   0.50   41
## 66                          Algeria       48734    34385     1632  0.99   3.35   37
## 67                      Afghanistan       38815    32098     1426  0.11   3.67   37
## 68                          Lebanon       25449     9216      252  4.69   0.99   37
## 69                        Indonesia      225030   161065     8965  1.58   3.98   33
## 70                        Australia       26739    23652      816  0.18   3.05   32
## 71                           Greece       13730     3804      313  3.70   2.28   30
## 72                       Bangladesh      341056   245594     4802  0.51   1.41   29
## 73                         Pakistan      302424   290261     6389  0.13   2.11   29
## 74                            Sudan       13535     6759      836  2.90   6.18   19
## 75                          Senegal       14529    10692      298  1.56   2.05   18
## 76                           Zambia       13819    12590      324  2.07   2.34   18
## 77                        Venezuela       61569    49371      494  2.09   0.80   17
## 78                         Cameroon       20271    18837      415  0.52   2.05   16
## 79                            Nepal       56788    40638      371  2.41   0.65   13
## 80                            Japan       76571    67831     1468  1.05   1.92   12
## 81                       Uzbekistan       48429    44942      402  1.70   0.83   12
## 82                            Kenya       36205    23243      624  0.13   1.72   12
## 83                         Ethiopia       65486    25988     1035  1.38   1.58    9
## 84                            Ghana       45655    44797      294  0.49   0.64    9
## 85                       Madagascar       15803    14452      214  0.22   1.35    8
## 86                      South Korea       22391    18878      367  0.48   1.64    7
## 87                        Singapore       57488    56884       27  2.19   0.05    5
## 88                          Nigeria       56478    44430     1088  4.28   1.93    5
## 89                    Cรดte d'Ivoire       19100    18228      120  0.46   0.63    5
## 90                           Guinea       10111     9444       63  0.66   0.62    5
## 91                            China       90734    85605     4743  0.02   5.23    3
## 92            Palestinian Territory       32250    21804      229  2.83   0.71   NA
## 93     Republika Severna Makedonija       15925    13418      661  0.62   4.15   NA
## 94 Democratic Republic of the Congo       10401     9817      267  0.11   2.57   NA