source('./predict.R')

## [1] "2020-08-05"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                 United States     4920917  2483162   160372  1.17   3.26  485
## 2                        Brazil     2808076  1970767    96096  2.05   3.42  452
## 3                        Mexico      449961   300254    48869  1.39  10.86  379
## 4                United Kingdom      307184     1918    46299  0.51  15.07  682
## 5                         India     1926642  1298528    40081  3.25   2.08   29
## 6                         Italy      248419   200766    35171  0.08  14.16  582
## 7                        France      192334    82166    30296  0.54  15.75  464
## 8                         Spain      349894   196958    28498  1.67   8.14  610
## 9                          Peru      439890   302457    20007  1.57   4.55  607
## 10                         Iran      317483   274932    17802  0.86   5.61  212
## 11                       Russia      866627   669026    14490  0.60   1.67   99
## 12                     Colombia      334979   180258    11315  2.17   3.38  222
## 13                      Belgium       70648    17639     9852  0.48  13.95  850
## 14                        Chile      362962   336330     9745  0.41   2.68  510
## 15                      Germany      213520   198752     9330  0.43   4.37  111
## 16                       Canada      117792   102450     8958  0.65   7.60  237
## 17                 South Africa      521318   363751     8884  0.86   1.70  150
## 18                  Netherlands       56381      322     6153  0.76  10.91  359
## 19                     Pakistan      281136   254286     6014  0.24   2.14   27
## 20                      Ecuador       87963    70985     5808  1.06   6.60  329
## 21                       Turkey      234934   218491     5765  0.46   2.45   68
## 22                       Sweden       81540     4971     5760  0.44   7.06  570
## 23                    Indonesia      116871    73889     5452  1.58   4.66   20
## 24                         Iraq      137556    98442     5094  2.10   3.70  127
## 25                        Egypt       94752    45569     4912  0.12   5.18   48
## 26                        China       88767    81860     4684  0.13   5.28    3
## 27                    Argentina      213535    96948     4009  3.29   1.88   89
## 28                      Bolivia       83361    25390     3320  1.85   3.98  284
## 29                   Bangladesh      246674   141750     3267  1.09   1.32   20
## 30                 Saudi Arabia      282824   245314     3020  0.49   1.07   87
## 31                      Romania       56550    28584     2521  2.37   4.46  131
## 32                  Philippines      115980    66270     2123  3.01   1.83   19
## 33                    Guatemala       53509    41199     2072  3.82   3.87  116
## 34                  Switzerland       35746    31600     1981  0.00   5.54  229
## 35                      Ukraine       75490    41527     1788  1.71   2.37   41
## 36                      Ireland       26253    23364     1763  0.17   6.72  357
## 37                       Poland       48789    35321     1756  1.33   3.60   46
## 38                     Portugal       51848    37565     1740  0.32   3.36  171
## 39                       Panama       69424    43330     1522  1.41   2.19  353
## 40                   Kyrgyzstan       38110    29513     1438  1.52   3.77  220
## 41                     Honduras       44299     5921     1400  1.15   3.16  141
## 42                  Afghanistan       36829    25742     1294  0.22   3.51   33
## 43                      Algeria       32504    22375     1248  1.66   3.84   28
## 44           Dominican Republic       74295    38824     1213  1.61   1.63  112
## 45                   Kazakhstan       94882    67031     1058  1.13   1.12   56
## 46                        Japan       42804    28028     1028  6.43   2.40    8
## 47                      Nigeria       44433    31851      910  0.69   2.05    4
## 48                      Moldova       26222    18167      823  2.90   3.14  204
## 49                      Armenia       39586    30850      770  0.73   1.95  260
## 50                        Sudan       11780     6194      763  0.00   6.48   17
## 51                      Austria       21566    19464      719  0.40   3.33   80
## 52                      Denmark       14314    12920      616  0.55   4.30  106
## 53                       Serbia       27033    14047      614  1.10   2.27   70
## 54                      Belarus       68376    63425      577  0.18   0.84   61
## 55                       Israel       76763    51331      564  2.24   0.73   65
## 56 Republika Severna Makedonija       11289     7221      511  0.78   4.53   NA
## 57                  El Salvador       18701     9111      498  4.81   2.66   77
## 58                   Azerbaijan       33103    28840      476  0.59   1.44   47
## 59                       Kuwait       69425    60906      468  0.95   0.67  110
## 60                         Oman       79159    61421      421  0.00   0.53   82
## 61                      Morocco       27217    19629      417  3.90   1.53   11
## 62                     Bulgaria       12414     6964      415  2.10   3.34   60
## 63                     Cameroon       17718    15320      391  2.68   2.21   15
## 64                        Kenya       23873     9930      391  5.65   1.64    7
## 65               Czech Republic       17286    11812      383  1.63   2.22   36
## 66       Bosnia and Herzegovina       13138     6839      379  2.19   2.88  116
## 67         United Arab Emirates       61606    55385      353  0.41   0.57   36
## 68                     Ethiopia       19877     8240      343  3.05   1.73    3
## 69                  South Korea       14456    13406      302  0.24   2.09    6
## 70                    Australia       19444    10799      247  3.81   1.27   10
## 71                  Puerto Rico       19651        0      246  4.58   1.25   86
## 72                      Senegal       10538     6988      218  1.02   2.07   13
## 73                        Ghana       39075    35563      199  3.34   0.51    6
## 74                    Venezuela       21438    11875      187  3.30   0.87    7
## 75                   Costa Rica       19837     6590      181  2.24   0.91   36
## 76                        Qatar      111538   108254      177  0.00   0.16   61
## 77                   Uzbekistan       27554    18682      169  2.80   0.61    5
## 78                      Bahrain       42132    39335      153  0.71   0.36   90
## 79                   Madagascar       12222     9798      127  2.75   1.04    5
## 80                Côte d'Ivoire       16293    11955      103  0.45   0.63    4
## 81        Palestinian Territory       13065     6618       89  2.31   0.68   NA
## 82                        Nepal       21390    15156       60  1.81   0.28    2
## 83                    Singapore       54254    47454       27  1.70   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 2020-08-05   China Hong Kong        3754     2314       43    85
## 2 2020-08-05   China  Xinjiang         746      132        3    22
## 3 2020-08-05   China  Shanghai         752      727        7     2
## 4 2020-08-05   China    Taiwan         476      443        7     2
## 5 2020-08-05   China   Beijing         934      919        9     1
## 6 2020-08-05   China   Sichuan         610      598        3     1
## 7 2020-08-05   China   Shaanxi         327      318        3     1