source('./predict.R')

## [1] "2020-08-07"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                   El Salvador       19544     9379      520  4.51   2.66   80
## 2                     Venezuela       23280    12470      202  4.40   0.87    7
## 3                       Morocco       29644    20553      449  4.01   1.51   12
## 4                         Japan       45895    30153     1042  3.63   2.27    8
## 5                      Colombia      357710   192355    11939  3.47   3.34  235
## 6                     Argentina      228195    99852     4251  3.40   1.86   94
## 7                    Costa Rica       21070     7038      200  3.20   0.95   39
## 8                         India     2040261  1386452    41792  3.15   2.05   30
## 9        Bosnia and Herzegovina       13687     7373      394  2.86   2.88  120
## 10                     Ethiopia       20900     9027      365  2.77   1.75    3
## 11                  Philippines      122754    66852     2168  2.76   1.77   20
## 12                         Iraq      144064   103197     5236  2.46   3.63  130
## 13                       Israel       80431    55274      578  2.44   0.72   67
## 14        Palestinian Territory       13722     7210       94  2.42   0.69   NA
## 15                      Romania       59273    29289     2616  2.38   4.41  136
## 16                     Bulgaria       13014     7374      435  2.34   3.34   63
## 17                        Kenya       24411    10444      399  2.25   1.63    7
## 18                        Nepal       22214    15814       70  2.13   0.32    2
## 19                    Indonesia      121226    77557     5593  2.08   4.61   20
## 20                    Australia       20272    11147      266  1.92   1.31   10
## 21                       Brazil     2917562  2047660    98644  1.91   3.38  464
## 22                      Ukraine       78261    43055     1852  1.89   2.37   42
## 23                      Ecuador       90537    71318     5877  1.88   6.49  333
## 24                         Peru      455409   310337    20424  1.74   4.48  619
## 25                   Uzbekistan       28809    19587      179  1.74   0.62    5
## 26                      Algeria       33626    23238     1273  1.73   3.79   29
## 27                       Panama       71418    45658     1574  1.69   2.20  365
## 28                       Poland       50324    36041     1787  1.63   3.55   47
## 29                      Senegal       10887     7186      225  1.61   2.07   13
## 30                 South Africa      538184   387316     9604  1.57   1.78  162
## 31                    Guatemala       54339    42070     2119  1.55   3.90  118
## 32                      Moldova       26628    18676      828  1.55   3.11  205
## 33                      Bolivia       86423    27373     3465  1.51   4.01  297
## 34                     Honduras       45755     6225     1446  1.46   3.16  146
## 35                   Madagascar       12708    10412      135  1.45   1.06    5
## 36                       Mexico      462690   308848    50517  1.44  10.92  392
## 37                   Kyrgyzstan       39162    30764     1451  1.30   3.71  222
## 38                      Belgium       72016    17700     9861  1.21  13.69  851
## 39                United States     5033723  2577914   162836  1.17   3.23  492
## 40           Dominican Republic       76536    40539     1246  1.16   1.63  115
## 41               Czech Republic       17731    12320      390  1.15   2.20   36
## 42                        Ghana       40097    36638      206  1.15   0.51    7
## 43                   Bangladesh      252502   145584     3333  1.14   1.32   20
## 44                   Kazakhstan       96922    70680     1058  1.02   1.09   56
## 45                       Kuwait       70727    62330      471  0.97   0.67  110
## 46                  Netherlands       57501      322     6154  0.91  10.70  359
## 47                      Bahrain       42889    39945      158  0.88   0.37   93
## 48                       France      195633    82460    30312  0.83  15.49  464
## 49                      Nigeria       45244    32430      930  0.79   2.06    5
## 50                         Iran      322567   279724    18132  0.77   5.62  216
## 51         United Arab Emirates       62061    56015      356  0.74   0.57   36
## 52                      Austria       21837    19690      720  0.65   3.30   80
## 53                Côte d'Ivoire       16447    12484      103  0.60   0.63    4
## 54                       Russia      877135   683592    14725  0.60   1.68  101
## 55                 Saudi Arabia      285793   248948     3093  0.55   1.08   89
## 56                        Chile      366671   340168     9889  0.53   2.70  517
## 57                      Germany      215609   199910     9332  0.51   4.33  111
## 58                       Turkey      237265   220546     5798  0.49   2.44   69
## 59                        Spain      354530   196958    28500  0.48   8.04  610
## 60                  Switzerland       36269    31600     1986  0.45   5.48  229
## 61                         Oman       81067    72263      502  0.44   0.62   98
## 62                    Singapore       54797    48031       27  0.44   0.05    5
## 63                      Armenia       39985    32008      777  0.42   1.94  262
## 64                   Azerbaijan       33376    29696      483  0.39   1.45   48
## 65                  Afghanistan       37015    25903     1307  0.32   3.53   34
## 66                       Canada      118561   103106     8966  0.32   7.56  238
## 67               United Kingdom      308134     1918    46413  0.31  15.06  684
## 68                     Pakistan      282645   258099     6052  0.28   2.14   27
## 69                      Ireland       26372    23364     1768  0.26   6.70  358
## 70                        Qatar      112383   109142      180  0.26   0.16   62
## 71                      Denmark       14586    12993      617  0.17   4.23  107
## 72                        Italy      249204   201323    35187  0.16  14.12  582
## 73                        China       89026    82223     4687  0.14   5.26    3
## 74                        Egypt       95006    48898     4951  0.14   5.21   48
## 75                  South Korea       14519    13543      303  0.14   2.09    6
## 76                      Belarus       68503    63756      580  0.00   0.85   61
## 77                     Cameroon       17718    15320      391  0.00   2.21   15
## 78 Republika Severna Makedonija       11399     7480      517  0.00   4.54   NA
## 79                  Puerto Rico       19934        0      258  0.00   1.29   90
## 80                     Portugal       52061    37840     1743  0.00   3.35  171
## 81                       Serbia       27332    14047      621  0.00   2.27   71
## 82                        Sudan       11780     6194      763  0.00   6.48   17
## 83                       Sweden       81967     4971     5766  0.00   7.03  571

## [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 2020-08-07   China Hong Kong        3938     2620       46    89
## 2 2020-08-07   China  Xinjiang         799      181        3    26
## 3 2020-08-07   China  Shanghai         764      728        7     7
## 4 2020-08-07   China   Beijing         935      920        9     1
## 5 2020-08-07   China  Liaoning         259      165        2     1
## 6 2020-08-07   China   Jiangsu         659      654        0     1
## 7 2020-08-07   China   Sichuan         611      599        3     1