source('./predict.R')

## [1] "2020-08-09"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                 United States     5150879  2638673   165088  1.03   3.21  499
## 2                        Brazil     3013369  2094293   100543  1.56   3.34  473
## 3                         India     2167420  1489005    43583  3.31   2.01   32
## 4                        Russia      887536   693422    14931  0.59   1.68  102
## 5                  South Africa      553188   404568    10210  1.41   1.85  172
## 6                        Mexico      475902   318638    52006  1.38  10.93  403
## 7                          Peru      471012   319171    20844  1.54   4.43  632
## 8                      Colombia      376870   204591    12540  2.63   3.33  246
## 9                         Chile      371023   344133    10011  0.60   2.70  524
## 10                        Spain      361442   196958    28503  0.00   7.89  610
## 11                         Iran      326712   284371    18427  0.62   5.64  219
## 12               United Kingdom      309763     1918    46566  0.25  15.03  686
## 13                 Saudi Arabia      288690   252039     3167  0.50   1.10   91
## 14                     Pakistan      284121   260248     6082  0.22   2.14   28
## 15                   Bangladesh      257600   148370     3399  0.97   1.32   21
## 16                        Italy      250103   201947    35203  0.14  14.08  582
## 17                    Argentina      241811   108242     4523  2.60   1.87  100
## 18                       Turkey      239622   222656     5829  0.49   2.43   69
## 19                      Germany      217404   201051     9361  0.31   4.31  112
## 20                       France      197921    82836    30324  0.00  15.32  465
## 21                         Iraq      147389   105504     5310  2.31   3.60  132
## 22                  Philippines      129913    67673     2270  2.39   1.75   21
## 23                    Indonesia      125396    80952     5723  1.53   4.56   21
## 24                       Canada      119221   103566     8976  0.20   7.53  238
## 25                        Qatar      112947   109709      184  0.26   0.16   64
## 26                   Kazakhstan       98701    72273     1058  0.89   1.07   56
## 27                        Egypt       95314    51672     4992  0.18   5.24   49
## 28                      Ecuador       93572    71605     5916  1.74   6.32  335
## 29                        China       89221    82558     4693  0.10   5.26    3
## 30                      Bolivia       89055    28904     3587  1.32   4.03  307
## 31                       Israel       82515    57483      597  1.88   0.72   69
## 32                       Sweden       82323     4971     5763  0.00   7.00  571
## 33                         Oman       81580    74691      513  0.27   0.63  100
## 34                      Ukraine       80949    43972     1897  1.50   2.34   43
## 35           Dominican Republic       78778    42538     1289  1.38   1.64  119
## 36                       Panama       73651    47484     1609  1.50   2.18  373
## 37                      Belgium       73401    17766     9870  0.85  13.45  852
## 38                       Kuwait       71713    63519      478  0.72   0.67  112
## 39                      Belarus       68850    64935      587  0.16   0.85   62
## 40         United Arab Emirates       62525    56568      357  0.36   0.57   36
## 41                      Romania       61768    30119     2700  1.89   4.37  140
## 42                  Netherlands       58564      322     6157  1.00  10.51  359
## 43                    Guatemala       56189    44072     2197  1.66   3.91  123
## 44                    Singapore       55104    48583       27  0.32   0.05    5
## 45                     Portugal       52537    38364     1750  0.36   3.33  172
## 46                       Poland       51791    36691     1807  1.22   3.49   48
## 47                        Japan       48817    32312     1047  2.85   2.14    8
## 48                     Honduras       46973     6428     1476  1.31   3.14  149
## 49                      Nigeria       46140    33044      942  0.99   2.04    5
## 50                      Bahrain       43629    40549      162  0.74   0.37   95
## 51                        Ghana       41003    38330      215  1.16   0.52    7
## 52                      Armenia       40410    32520      791  0.56   1.96  267
## 53                   Kyrgyzstan       39919    31822     1468  0.88   3.68  225
## 54                  Afghanistan       37054    25960     1312  0.00   3.54   34
## 55                  Switzerland       36603    32000     1986  0.42   5.43  229
## 56                      Algeria       34693    24083     1293  1.58   3.73   29
## 57                   Azerbaijan       33568    30364      490  0.26   1.46   48
## 58                      Morocco       32007    22190      480  4.39   1.50   13
## 59                   Uzbekistan       30197    21316      190  1.84   0.63    6
## 60                       Serbia       27863    14047      632  0.00   2.27   72
## 61                      Moldova       27443    19100      841  1.68   3.06  208
## 62                      Ireland       26644    23364     1772  0.66   6.65  359
## 63                        Kenya       25837    11899      418  2.78   1.62    8
## 64                    Venezuela       24961    13356      215  3.29   0.86    8
## 65                        Nepal       22972    16353       75  1.68   0.33    3
## 66                   Costa Rica       22802     7589      228  3.27   1.00   45
## 67                     Ethiopia       22253     9707      390  3.73   1.75    3
## 68                      Austria       22033    19923      721  0.52   3.27   80
## 69                  Puerto Rico       21424        0      274  3.57   1.28   96
## 70                    Australia       21084    11561      295  1.86   1.40   12
## 71                  El Salvador       20423     9626      549  4.50   2.69   85
## 72               Czech Republic       18235    12764      389  0.97   2.13   36
## 73                     Cameroon       18042    15320      395  1.83   2.19   15
## 74                Côte d'Ivoire       16620    12893      104  0.58   0.63    4
## 75                      Denmark       14751    13047      617  0.03   4.18  107
## 76                  South Korea       14598    13642      305  0.25   2.09    6
## 77        Palestinian Territory       14205     7945       96  1.99   0.68   NA
## 78       Bosnia and Herzegovina       13687     7373      394  0.00   2.88  120
## 79                     Bulgaria       13343     7718      445  1.01   3.34   64
## 80                   Madagascar       13086    10816      148  1.27   1.13    5
## 81                        Sudan       11894     6243      773  0.00   6.50   18
## 82 Republika Severna Makedonija       11754     7622      523  1.73   4.45   NA
## 83                      Senegal       11175     7352      232  1.56   2.08   14

## [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 2020-08-09   China Hong Kong        4079     2847       52    72
## 2 2020-08-09   China  Xinjiang         839      258        3    15
## 3 2020-08-09   China Guangdong        1693     1669        8     5
## 4 2020-08-09   China  Shanghai         768      731        7     2
## 5 2020-08-09   China  Zhejiang        1272     1268        1     1