source('./predict.R')

## [1] "2020-08-28"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                          Peru      621997   429662    28277  1.41   4.55  858
## 2                       Belgium       83500    18360     9884  0.57  11.84  853
## 3                         Spain      451792   196958    28996  5.85   6.42  620
## 4                United Kingdom      330368     1918    41477  0.46  12.55  611
## 5                         Italy      263949   206554    35463  0.54  13.44  587
## 6                         Chile      404102   377922    11072  0.43   2.74  579
## 7                        Sweden       83958     4971     5821 -3.58   6.93  576
## 8                        Brazil     3764493  2947250   118726  1.14   3.15  559
## 9                 United States     6049462  3348824   184927  0.79   3.06  559
## 10                       Mexico      579914   400479    62594  1.05  10.79  485
## 11                       France      259698    85984    30576  2.41  11.77  468
## 12                       Panama       89982    63996     1948  1.01   2.16  451
## 13                      Bolivia      113129    52521     4791  0.92   4.23  410
## 14                      Ecuador      111219    95202     6471  0.61   5.82  367
## 15                     Colombia      582022   417793    18468  1.70   3.17  363
## 16                  Netherlands       69131      322     6220  1.49   9.00  363
## 17                      Ireland       28453    23364     1777  0.32   6.25  360
## 18                      Armenia       43451    37264      869  0.42   2.00  293
## 19                         Iran      369911   318270    21249  0.58   5.74  253
## 20                      Moldova       35546    24156      977  1.61   2.75  242
## 21                       Canada      126848   112825     9102  0.34   7.18  241
## 22                  Switzerland       41346    34800     2004  0.83   4.85  232
## 23                 South Africa      618286   531338    13628  0.42   2.20  230
## 24                     Honduras       57669     9586     1803  1.80   3.13  182
## 25                      Romania       84468    37056     3507  1.59   4.15  182
## 26                    Argentina      380292   280165     8129  2.73   2.14  180
## 27       Bosnia and Herzegovina       19214    12733      591  1.55   3.08  180
## 28                     Portugal       57074    41556     1815  1.42   3.18  178
## 29                         Iraq      219435   161009     6740  1.69   3.07  168
## 30                   Kyrgyzstan       43587    37726     1057  0.29   2.43  162
## 31           Dominican Republic       92964    64347     1630  0.44   1.75  150
## 32                    Guatemala       71856    59641     2685  1.61   3.74  150
## 33                  Puerto Rico       31988     2267      424  1.93   1.33  148
## 34                         Oman       85005    79608      650  0.22   0.76  127
## 35                       Kuwait       83578    75320      525  1.59   0.63  123
## 36                       Russia      980405   798466    16914  0.49   1.73  116
## 37                      Germany      240762   214006     9457  0.65   3.93  113
## 38                      Bahrain       50756    47370      189  0.72   0.37  111
## 39                 Saudi Arabia      312924   287403     3813  0.67   1.22  110
## 40                      Denmark       17125    15135      624  0.96   3.64  108
## 41                  El Salvador       25415    13570      702  0.52   2.76  108
## 42                       Israel      111493    90158      891  2.25   0.80  103
## 43                     Bulgaria       15908    11044      594  1.00   3.73   85
## 44                      Austria       26590    22594      733  0.87   2.76   81
## 45                   Kazakhstan      105408    95253     1523  0.16   1.44   81
## 46                       Serbia       31207    29802      709  0.75   2.27   81
## 47                   Costa Rica       37292    14471      397  2.71   1.06   78
## 48                       Turkey      263998   240792     6209  0.57   2.35   74
## 49                      Belarus       71346    69887      667  0.52   0.93   71
## 50                        Qatar      118196   115017      196  0.18   0.17   68
## 51                      Ukraine      114497    55083     2451  2.18   2.14   56
## 52                       Poland       65480    44785     2018  1.22   3.08   53
## 53                   Azerbaijan       35844    33364      524  0.38   1.46   52
## 54                        Egypt       98062    69612     5342  0.24   5.45   52
## 55                       Norway       10542     9348      264  0.36   2.50   49
## 56                        India     3403555  2596273    61857  2.67   1.82   45
## 57               Czech Republic       23300    17190      418  1.52   1.79   39
## 58         United Arab Emirates       68901    59861      379  0.57   0.55   38
## 59                     Paraguay       15290     8348      265  2.81   1.73   37
## 60                  Afghanistan       38140    29059     1402  0.03   3.68   36
## 61                      Algeria       43016    30157     1475  0.93   3.43   34
## 62                        Libya       12629     1310      226  2.89   1.79   33
## 63                  Philippines      209544   134474     3325  1.93   1.59   30
## 64                     Pakistan      295053   279937     6283  0.14   2.13   28
## 65                      Morocco       57085    41901     1011  2.19   1.77   27
## 66                    Indonesia      165887   120900     7169  1.84   4.32   26
## 67                   Bangladesh      306794   196836     4174  0.73   1.36   25
## 68                    Australia       25448    20633      583  0.50   2.29   23
## 69                      Lebanon       14937     4133      146  4.84   0.98   21
## 70                        Sudan       13045     6594      823  0.00   6.31   19
## 71                      Senegal       13384     9091      279  1.50   2.08   17
## 72                     Cameroon       19142    17651      411  0.89   2.15   15
## 73                       Zambia       11779    10945      283  3.54   2.40   15
## 74                    Venezuela       42898    34147      358  2.22   0.83   13
## 75                        Kenya       33389    19368      567  1.13   1.70   11
## 76                        Japan       66638    52823     1251  1.33   1.88   10
## 77                        Ghana       43841    42246      270  0.16   0.62    9
## 78                   Uzbekistan       40720    37873      302  0.95   0.74    9
## 79                   Madagascar       14696    13709      187  0.98   1.27    7
## 80                        Nepal       36456    20242      195  2.61   0.53    7
## 81                     Ethiopia       46407    16829      745  2.62   1.61    6
## 82                  South Korea       19077    14551      316  1.98   1.66    6
## 83                      Nigeria       53317    40726     1011  0.56   1.90    5
## 84                    Singapore       56666    55139       27  0.17   0.05    5
## 85                Côte d'Ivoire       17702    16139      115  0.56   0.65    4
## 86                        China       90314    84874     4725  0.02   5.23    3
## 87 Republika Severna Makedonija       14004    10722      585  0.65   4.18   NA
## 88        Palestinian Territory       21251    14291      143  2.78   0.67   NA

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

## [1] "Provinces added more than 0 cases in last 1-day:"
##         time country  province cum_confirm cum_heal cum_dead added
## 1 2020-08-28   China Hong Kong        4768     4249       84    13
## 2 2020-08-28   China   Sichuan         648      620        3     4
## 3 2020-08-28   China  Shanghai         891      826        7     3
## 4 2020-08-28   China    Fujian         376      366        1     1
## 5 2020-08-28   China Guangdong        1735     1715        8     1