source('./predict.R')

## [1] "2020-08-20"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                         Italy      255278   204506    35412  0.25  13.87  586
## 2                        France      225043    84065    30468  1.71  13.54  467
## 3                United Kingdom      321098     1918    41397  0.25  12.89  610
## 4                       Belgium       79479    18078     9969  0.74  12.54  860
## 5                        Mexico      537031   367537    58481  1.09  10.89  454
## 6                   Netherlands       65054      322     6191  0.82   9.52  361
## 7                         Spain      387985   196958    28797  0.97   7.42  616
## 8                        Canada      123490   109822     9049  0.27   7.33  240
## 9                        Sweden       85810     4971     5805  0.47   6.76  575
## 10                        Sudan       12582     6456      812  0.29   6.45   19
## 11                      Ireland       27547    23364     1775  0.17   6.44  359
## 12                      Ecuador      104475    87277     6146  1.49   5.88  348
## 13                         Iran      352558   304236    20264  0.65   5.75  241
## 14                        Egypt       96914    62553     5197  0.17   5.36   51
## 15                        China       90037    84112     4714  0.03   5.24    3
## 16                  Switzerland       39026    33800     1998  0.69   5.12  231
## 17                         Peru      558420   377453    26834  1.66   4.81  814
## 18                    Indonesia      147211   100674     6418  1.56   4.36   23
## 19                      Romania       74963    34196     3154  1.83   4.21  164
## 20 Republika Severna Makedonija       13194     9752      554  0.90   4.20   NA
## 21                      Germany      230087   207422     9419  0.71   4.09  112
## 22                      Bolivia      105050    39965     4233  1.97   4.03  363
## 23                      Denmark       16336    13921      621  0.55   3.80  107
## 24                    Guatemala       64881    53362     2467  1.62   3.80  138
## 25                  Afghanistan       37856    27681     1385  0.68   3.66   36
## 26                     Bulgaria       14820     9931      527  1.03   3.56   76
## 27                      Algeria       39847    27971     1402  1.02   3.52   32
## 28                   Kyrgyzstan       42507    35486     1498  0.86   3.52  230
## 29                     Portugal       54992    40264     1788  1.00   3.25  175
## 30                       Poland       59378    40481     1925  1.31   3.24   51
## 31                         Iraq      192797   137200     6208  2.12   3.22  154
## 32                       Brazil     3460413  2615254   111189  1.42   3.21  523
## 33                     Colombia      502178   326298    15979  2.67   3.18  314
## 34                United States     5702837  3063383   176396  0.80   3.09  533
## 35                     Honduras       52298     7867     1608  1.22   3.07  162
## 36       Bosnia and Herzegovina       17029    10881      515  2.03   3.02  157
## 37                      Austria       24431    21093      729  1.44   2.98   81
## 38                      Moldova       31415    21885      914  2.03   2.91  227
## 39                        Chile      390037   364285    10578  0.30   2.71  553
## 40                  El Salvador       23964    11558      640  1.04   2.67   99
## 41                       Zambia       10218     9126      269  0.00   2.63   15
## 42                       Norway       10162     8857      264  0.50   2.60   49
## 43                       Turkey      253108   233915     6039  0.52   2.39   72
## 44                       Serbia       30209    27908      689  0.54   2.28   79
## 45                      Ukraine       98537    50441     2184  2.21   2.22   50
## 46                     Cameroon       18624    16540      406  0.13   2.18   15
## 47                       Panama       83754    58274     1827  1.16   2.18  423
## 48                     Pakistan      290958   272804     6209  0.18   2.13   28
## 49                      Senegal       12559     8050      261  0.91   2.08   16
## 50                 South Africa      596060   491441    12423  0.66   2.08  209
## 51                    Argentina      312659   228725     6330  2.19   2.02  140
## 52                      Armenia       42319    35476      836  0.63   1.98  282
## 53                      Nigeria       50488    37304      985  1.19   1.95    5
## 54               Czech Republic       20798    15615      404  1.54   1.94   38
## 55                    Australia       24236    17854      463  1.01   1.91   18
## 56                        India     2858346  2115054    54245  2.56   1.90   39
## 57                  South Korea       16346    14063      307  1.79   1.88    6
## 58                        Japan       63300    45266     1159  7.57   1.83    9
## 59                     Ethiopia       34058    13308      600  4.08   1.76    5
## 60                       Russia      942106   755513    16099  0.51   1.71  110
## 61           Dominican Republic       88127    56760     1501  1.15   1.70  138
## 62                        Kenya       31015    17612      506  1.24   1.63    9
## 63                  Philippines      178022   114114     2883  2.44   1.62   26
## 64                      Morocco       46313    31576      743  3.37   1.60   20
## 65                     Paraguay       11133     6582      165  4.97   1.48   23
## 66                   Azerbaijan       34759    32511      510  0.40   1.47   50
## 67                   Kazakhstan      103815    86450     1415  0.24   1.36   75
## 68                   Bangladesh      287959   168991     3822  1.01   1.33   23
## 69                  Puerto Rico       28143     2267      367  0.75   1.30  128
## 70                   Madagascar       14154    13038      177  0.57   1.25    6
## 71                 Saudi Arabia      303973   275476     3548  0.43   1.17  102
## 72                   Costa Rica       30409     9660      321  2.58   1.06   63
## 73                      Lebanon       10347     2928      109  6.04   1.05   16
## 74                      Belarus       69801    67647      622  0.18   0.89   66
## 75                    Venezuela       36868    25416      303  3.28   0.82   11
## 76                       Israel       98550    73848      789  1.60   0.80   91
## 77                         Oman       83769    78386      609  0.19   0.73  119
## 78                   Uzbekistan       37547    33261      252  1.57   0.67    8
## 79        Palestinian Territory       17989    10682      119  2.18   0.66   NA
## 80                       Kuwait       78767    70642      509  0.80   0.65  119
## 81                Côte d'Ivoire       17232    14422      111  0.48   0.64    4
## 82                        Ghana       43260    41276      261  0.62   0.60    8
## 83         United Arab Emirates       65802    58153      369  0.71   0.56   37
## 84                        Nepal       29645    17964      126  2.44   0.43    4
## 85                      Bahrain       47950    44278      179  0.78   0.37  105
## 86                        Qatar      116224   112924      193  0.23   0.17   67
## 87                    Singapore       56099    52810       27  0.12   0.05    5

## [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 2020-08-20   China Hong Kong        4604     3827       73    18
## 2 2020-08-20   China   Tianjin         216      202        3     7
## 3 2020-08-20   China   Jiangxi         935      931        1     3
## 4 2020-08-20   China  Shanghai         851      777        7     1
## 5 2020-08-20   China  Shandong         824      793        7     1
## 6 2020-08-20   China   Sichuan         627      609        3     1