source('./predict.R')

## [1] "2020-08-10"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                 United States     5201057  2664955   165620  0.97   3.18  500
## 2                        Brazil     3035582  2118460   101136  0.74   3.33  476
## 3                         India     2226229  1544646    44597  2.71   2.00   32
## 4                        Russia      892654   696681    15001  0.58   1.68  103
## 5                  South Africa      559859   411474    10408  1.21   1.86  175
## 6                         Chile      373056   345826    10077  0.55   2.70  527
## 7                          Peru      478024   324020    21072  1.49   4.41  639
## 8                        Mexico      480278   322465    52298  0.92  10.89  406
## 9                          Iran      328844   286642    18616  0.65   5.66  222
## 10                     Pakistan      284660   260764     6097  0.19   2.14   28
## 11                 Saudi Arabia      289947   253478     3199  0.44   1.10   92
## 12                       Turkey      240804   223759     5844  0.49   2.43   69
## 13                     Colombia      387481   212688    12842  2.82   3.31  252
## 14                        Italy      250566   202098    35205  0.19  14.05  582
## 15                      Germany      218003   201640     9363  0.28   4.29  112
## 16                        Spain      361442   196958    28503  0.00   7.89  610
## 17                   Bangladesh      260507   150437     3438  1.13   1.32   21
## 18                        Qatar      113262   109993      188  0.28   0.17   65
## 19                         Iraq      153599   109790     5464  4.21   3.56  136
## 20                    Argentina      246499   108242     4606  1.94   1.87  102
## 21                       Canada      119451   103728     8981  0.19   7.52  238
## 22                       France      197921    82836    30324  0.00  15.32  465
## 23                        China       89341    82680     4696  0.13   5.26    3
## 24                    Indonesia      127083    82236     5765  1.35   4.54   21
## 25                      Ecuador       94459    78552     5922  0.95   6.27  336
## 26                         Oman       81787    76124      521  0.25   0.64  102
## 27                   Kazakhstan       99442    72523     1058  0.75   1.06   56
## 28                  Philippines      136638    68159     2294  5.18   1.68   21
## 29                      Belarus       68947    64991      589  0.14   0.85   62
## 30                       Kuwait       72400    64028      482  0.96   0.67  113
## 31                       Israel       83540    58934      606  1.24   0.73   70
## 32         United Arab Emirates       62525    56568      357  0.00   0.57   36
## 33                        Egypt       95492    52678     5009  0.19   5.25   49
## 34                    Singapore       55292    48915       27  0.34   0.05    5
## 35                       Panama       74492    48748     1639  1.14   2.20  380
## 36                    Guatemala       56605    44598     2211  0.74   3.91  123
## 37                      Ukraine       81957    44359     1922  1.25   2.35   44
## 38           Dominican Republic       79732    43744     1309  1.21   1.64  121
## 39                      Bahrain       44011    40967      162  0.88   0.37   95
## 40                     Portugal       52668    38511     1756  0.25   3.33  172
## 41                        Ghana       41003    38330      215  0.00   0.52    7
## 42                       Poland       52410    36877     1809  1.20   3.45   48
## 43                      Nigeria       46577    33186      945  0.95   2.03    5
## 44                      Armenia       40433    32616      796  0.06   1.97  269
## 45                        Japan       49746    32312     1053  1.90   2.12    8
## 46                  Switzerland       36708    32300     1987  0.29   5.41  230
## 47                   Kyrgyzstan       40085    32126     1474  0.42   3.68  226
## 48                   Azerbaijan       33647    30642      492  0.24   1.46   49
## 49                      Romania       62547    30311     2729  1.26   4.36  142
## 50                      Bolivia       89999    29808     3640  1.06   4.04  312
## 51                  Afghanistan       37162    26228     1328  0.29   3.57   34
## 52                      Algeria       35214    24506     1302  1.50   3.70   30
## 53                      Ireland       26712    23364     1772  0.26   6.63  359
## 54                      Morocco       33237    23347      498  3.84   1.50   13
## 55                   Uzbekistan       31068    22559      198  2.88   0.64    6
## 56                      Austria       22106    20010      723  0.33   3.27   80
## 57                      Moldova       27660    19300      845  0.79   3.05  209
## 58                      Belgium       74152    17780     9872  1.02  13.31  852
## 59                        Nepal       23310    16493       79  1.47   0.34    3
## 60                     Cameroon       18042    15320      395  0.00   2.19   15
## 61                       Serbia       28262    14047      646  1.43   2.29   74
## 62                  South Korea       14626    13658      305  0.19   2.09    6
## 63                        Kenya       26928    13495      423  4.22   1.57    8
## 64                    Venezuela       25805    13356      223  3.38   0.86    8
## 65                      Denmark       14759    13047      617  0.05   4.18  107
## 66                Côte d'Ivoire       16715    12926      105  0.57   0.63    4
## 67               Czech Republic       18355    12785      390  0.66   2.12   36
## 68                    Australia       21407    11876      314  1.53   1.47   12
## 69                   Madagascar       13202    11011      151  0.89   1.14    5
## 70                     Ethiopia       22818    10206      407  2.54   1.78    4
## 71                  El Salvador       20872     9720      563  2.20   2.70   87
## 72        Palestinian Territory       14510     8045      100  2.15   0.69   NA
## 73                     Bulgaria       13396     7772      447  0.40   3.34   64
## 74                   Costa Rica       23286     7730      235  2.12   1.01   46
## 75 Republika Severna Makedonija       11839     7664      527  0.72   4.45   NA
## 76                      Senegal       11312     7390      236  1.23   2.09   14
## 77       Bosnia and Herzegovina       13687     7373      394  0.00   2.88  120
## 78                     Honduras       47454     6597     1495  1.02   3.15  151
## 79                        Sudan       11956     6266      781  0.52   6.53   18
## 80                       Sweden       82323     4971     5763  0.00   7.00  571
## 81               United Kingdom      310825     1918    46574  0.34  14.98  686
## 82                  Netherlands       59194      322     6157  1.08  10.40  359
## 83                  Puerto Rico       22821        0      279  6.52   1.22   98

## [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  2020-08-10   China Hong Kong        4148     2917       55    69
## 2  2020-08-10   China  Shanghai         786      731        7    18
## 3  2020-08-10   China  Xinjiang         853      296        3    14
## 4  2020-08-10   China  Shandong         810      788        7     4
## 5  2020-08-10   China   Sichuan         615      599        3     4
## 6  2020-08-10   China Guangdong        1696     1671        8     3
## 7  2020-08-10   China   Shaanxi         331      319        3     3
## 8  2020-08-10   China  Liaoning         261      186        2     2
## 9  2020-08-10   China     Gansu         169      165        2     2
## 10 2020-08-10   China  Zhejiang        1273     1268        1     1