source('./predict.R')

## [1] "2020-08-25"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                 United States     5918213  3219327   181226  0.75   3.06  548
## 2                        Brazil     3627961  2778709   115476  0.62   3.18  543
## 3                        Mexico      563705   389124    60800  0.63  10.79  472
## 4                         India     3191977  2425641    58793  2.61   1.84   43
## 5                United Kingdom      326614     1918    41433  0.30  12.69  610
## 6                         Italy      260298   205662    35441  0.37  13.62  586
## 7                        France      244854    85199    30528  0.80  12.47  468
## 8                         Spain      420809   196958    28872  3.17   6.86  618
## 9                          Peru      600438   407301    27813  1.03   4.63  844
## 10                         Iran      363363   313058    20901  0.61   5.75  249
## 11                     Colombia      551696   384171    17612  1.95   3.19  346
## 12                       Russia      966189   779747    16568  0.49   1.71  114
## 13                 South Africa      611450   516494    13159  0.28   2.15  222
## 14                        Chile      399568   372464    10916  0.48   2.73  571
## 15                      Belgium       82092    18242     9996  0.19  12.18  862
## 16                      Germany      236114   209988     9427  0.55   3.99  113
## 17                       Canada      125647   111694     9083  0.60   7.23  241
## 18                    Argentina      350867   256789     7366  2.55   2.10  163
## 19                    Indonesia      157859   112867     6858  1.57   4.34   25
## 20                         Iraq      211947   153761     6596  3.72   3.11  164
## 21                      Ecuador      108289    94878     6322  0.48   5.84  358
## 22                     Pakistan      293711   278425     6255  0.15   2.13   28
## 23                  Netherlands       67543      322     6207  0.62   9.19  362
## 24                       Turkey      259692   237908     6139  0.56   2.36   73
## 25                       Sweden       86891     4971     5814  0.96   6.69  576
## 26                        Egypt       97478    66817     5280  0.14   5.42   52
## 27                        China       90225    84613     4718  0.04   5.23    3
## 28                      Bolivia      110148    47050     4578  0.92   4.16  392
## 29                   Bangladesh      299628   186756     4028  0.86   1.34   24
## 30                 Saudi Arabia      309768   283932     3722  0.36   1.20  107
## 31                      Romania       80390    35816     3367  1.34   4.19  175
## 32                  Philippines      197164   132396     3038  1.50   1.54   28
## 33                    Guatemala       68533    57735     2611  0.51   3.81  146
## 34                      Ukraine      108415    52870     2318  1.56   2.14   53
## 35                  Switzerland       40262    34400     2002  0.50   4.97  231
## 36                       Poland       63073    42784     1977  1.22   3.13   52
## 37                       Panama       87485    62185     1906  0.67   2.18  442
## 38                     Portugal       55912    41021     1805  0.34   3.23  177
## 39                      Ireland       28116    23364     1777  0.53   6.32  360
## 40                     Honduras       55479     8556     1683  1.78   3.03  170
## 41           Dominican Republic       91608    61558     1573  0.49   1.72  145
## 42                   Kazakhstan      104902    93405     1523  0.18   1.45   81
## 43                      Algeria       41858    29369     1446  0.96   3.45   33
## 44                  Afghanistan       38070    28440     1397  0.04   3.67   36
## 45                        Japan       63284    48550     1203  0.00   1.90   10
## 46                   Kyrgyzstan       43245    36925     1057  0.28   2.44  162
## 47                      Nigeria       52548    39257     1004  0.61   1.91    5
## 48                      Moldova       34358    23869      960  2.63   2.79  238
## 49                      Morocco       53252    37478      920  1.72   1.73   25
## 50                      Armenia       42936    36475      858  0.26   2.00  290
## 51                       Israel      105252    83028      856  1.92   0.81   99
## 52                        Sudan       12974     6557      819  1.08   6.31   19
## 53                      Austria       25706    21888      733  0.83   2.85   81
## 54                       Serbia       30820    29132      705  0.53   2.29   81
## 55                     Ethiopia       42143    15262      692  3.62   1.64    6
## 56                  El Salvador       24986    12717      678  0.71   2.71  105
## 57                      Belarus       70727    69097      652  0.12   0.92   69
## 58                         Oman       84652    79147      642  0.17   0.76  126
## 59                      Denmark       16821    14661      623  0.63   3.70  108
## 60 Republika Severna Makedonija       13799    10210      573  0.92   4.15   NA
## 61                     Bulgaria       15386    10497      563  0.65   3.66   81
## 62       Bosnia and Herzegovina       18326    12081      560  1.65   3.06  171
## 63                        Kenya       32557    18895      554  0.60   1.70   10
## 64                    Australia       25053    19603      525  0.55   2.10   21
## 65                   Azerbaijan       35559    33190      521  0.81   1.47   51
## 66                       Kuwait       81573    73402      519  1.30   0.64  122
## 67               Czech Republic       22181    16376      415  1.18   1.87   39
## 68                     Cameroon       18762    16540      408  0.00   2.17   15
## 69                  Puerto Rico       30618     2267      390  0.00   1.27  136
## 70         United Arab Emirates       67282    58582      376  0.00   0.56   38
## 71                   Costa Rica       34463    12758      362  1.90   1.05   71
## 72                    Venezuela       40338    31080      337  1.96   0.84   12
## 73                  South Korea       17945    14286      310  1.59   1.73    6
## 74                   Uzbekistan       39641    35869      284  1.47   0.72    8
## 75                       Zambia       11148    10208      280  0.60   2.51   15
## 76                      Senegal       13056     8715      274  0.33   2.10   16
## 77                       Norway       10395     9150      264  0.70   2.54   49
## 78                        Ghana       43622    41695      263  0.00   0.60    8
## 79                     Paraguay       13602     7649      219  2.79   1.61   31
## 80                        Libya       11281     1112      203  2.47   1.80   30
## 81                        Qatar      117266   114099      194  0.00   0.17   67
## 82                      Bahrain       49719    46311      185  0.79   0.37  109
## 83                   Madagascar       14475    13492      178  0.51   1.23    6
## 84                        Nepal       33533    19119      164  2.62   0.49    6
## 85        Palestinian Territory       19678    13162      133  2.42   0.68   NA
## 86                      Lebanon       13155     3704      126  3.60   0.96   18
## 87                Côte d'Ivoire       17506    15633      114  0.20   0.65    4
## 88                    Singapore       56435    54816       27  0.05   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 2020-08-25   China Hong Kong        4710     4108       77    19
## 2 2020-08-25   China   Sichuan         635      615        3     4
## 3 2020-08-25   China Guangdong        1730     1702        8     3
## 4 2020-08-25   China   Tianjin         220      203        3     2
## 5 2020-08-25   China  Shanghai         882      805        7     2
## 6 2020-08-25   China   Shaanxi         364      347        3     2
## 7 2020-08-25   China     Hebei         360      343        6     1
## 8 2020-08-25   China  Liaoning         262      253        2     1