source('./predict.R')

## [1] "2020-08-06"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                        France      194029    82166    30305  0.88  15.62  464
## 2                United Kingdom      307184     1918    46364  0.00  15.09  683
## 3                         Italy      248803   200976    35181  0.15  14.14  582
## 4                       Belgium       71158    17661     9859  0.72  13.86  851
## 5                        Mexico      456100   304708    49698  1.36  10.90  385
## 6                   Netherlands       56982      322     6153  1.07  10.80  359
## 7                         Spain      352847   196958    28499  0.84   8.08  610
## 8                        Canada      118187   102788     8962  0.34   7.58  237
## 9                        Sweden       81967     4971     5766  0.52   7.03  571
## 10                      Ireland       26303    23364     1763  0.19   6.70  357
## 11                      Ecuador       88866    71168     5847  1.03   6.58  331
## 12                        Sudan       11780     6194      763  0.00   6.48   17
## 13                         Iran      320117   277463    17976  0.83   5.62  214
## 14                  Switzerland       36108    31600     1985  1.01   5.50  229
## 15                        China       88900    82008     4685  0.15   5.27    3
## 16                        Egypt       94875    47182     4930  0.13   5.20   48
## 17                    Indonesia      118753    75645     5521  1.61   4.65   20
## 18 Republika Severna Makedonija       11399     7480      517  0.97   4.54   NA
## 19                         Peru      447624   306430    20228  1.76   4.52  613
## 20                      Romania       57895    28992     2566  2.38   4.43  133
## 21                      Germany      214519   199313     9330  0.47   4.35  111
## 22                      Denmark       14561    12958      617  1.73   4.24  107
## 23                      Bolivia       85141    26437     3385  2.14   3.98  290
## 24                    Guatemala       53509    41199     2072  0.00   3.87  116
## 25                      Algeria       33055    22802     1261  1.70   3.81   29
## 26                   Kyrgyzstan       38659    30099     1447  1.44   3.74  222
## 27                         Iraq      140603   101025     5161  2.22   3.67  128
## 28                       Poland       49515    35642     1774  1.49   3.58   47
## 29                  Afghanistan       36896    25840     1298  0.18   3.52   33
## 30                       Brazil     2862761  2020637    97418  1.95   3.40  458
## 31                     Colombia      345714   186317    11624  3.20   3.36  228
## 32                     Portugal       52061    37840     1743  0.41   3.35  171
## 33                     Bulgaria       12717     7154      424  2.44   3.33   61
## 34                      Austria       21696    19596      719  0.60   3.31   80
## 35                United States     4975284  2541479   161660  1.10   3.25  488
## 36                     Honduras       45098     6116     1423  1.80   3.16  144
## 37                      Moldova       26222    18167      823  0.00   3.14  204
## 38       Bosnia and Herzegovina       13306     7031      384  1.28   2.89  117
## 39                  El Salvador       18701     9157      513  0.00   2.74   79
## 40                        Chile      364723   338291     9792  0.49   2.68  512
## 41                       Turkey      236112   219506     5784  0.50   2.45   69
## 42                      Ukraine       76808    42524     1819  1.75   2.37   42
## 43                        Japan       44286    28028     1035  3.46   2.34    8
## 44                       Serbia       27332    14047      621  1.11   2.27   71
## 45                     Cameroon       17718    15320      391  0.00   2.21   15
## 46               Czech Republic       17529    11909      388  1.41   2.21   36
## 47                       Panama       70231    44792     1553  1.16   2.21  360
## 48                     Pakistan      281863   256058     6035  0.26   2.14   27
## 49                  South Korea       14499    13501      302  0.30   2.08    6
## 50                      Senegal       10715     7101      223  1.68   2.08   13
## 51                        India     1977972  1335309    40888  2.66   2.07   30
## 52                      Nigeria       44890    32165      927  1.03   2.07    4
## 53                      Armenia       39819    31556      772  0.59   1.94  261
## 54                    Argentina      220682    96948     4106  3.35   1.86   91
## 55                  Philippines      119460    66837     2150  3.00   1.80   20
## 56                     Ethiopia       20336     8598      356  2.31   1.75    3
## 57                 South Africa      529877   377266     9298  1.64   1.75  157
## 58                       Russia      871894   676357    14606  0.61   1.68  100
## 59                        Kenya       23873     9930      391  0.00   1.64    7
## 60           Dominican Republic       75660    40122     1222  1.84   1.62  113
## 61                      Morocco       28500    19994      435  4.71   1.53   12
## 62                   Azerbaijan       33247    29275      479  0.44   1.44   47
## 63                   Bangladesh      249651   143824     3306  1.21   1.32   20
## 64                  Puerto Rico       19934        0      258  1.44   1.29   90
## 65                    Australia       19890    10941      255  2.29   1.28   10
## 66                   Kazakhstan       95942    68871     1058  1.12   1.10   56
## 67                   Madagascar       12526    10148      134  2.49   1.07    5
## 68                 Saudi Arabia      284226   247089     3055  0.50   1.07   88
## 69                   Costa Rica       20417     6851      191  2.92   0.94   37
## 70                    Venezuela       22299    12146      195  4.02   0.87    7
## 71                      Belarus       68503    63756      580  0.19   0.85   61
## 72                       Israel       78514    53362      569  2.28   0.72   66
## 73                       Kuwait       70045    61610      469  0.89   0.67  110
## 74        Palestinian Territory       13398     6907       89  2.55   0.66   NA
## 75                Côte d'Ivoire       16349    12191      103  0.34   0.63    4
## 76                   Uzbekistan       28315    19291      175  2.76   0.62    5
## 77                         Oman       80713    70910      492  1.96   0.61   96
## 78         United Arab Emirates       61606    55385      353  0.00   0.57   36
## 79                        Ghana       39642    36384      199  1.45   0.50    6
## 80                      Bahrain       42514    39576      156  0.91   0.37   92
## 81                        Nepal       21750    15389       65  1.68   0.30    2
## 82                        Qatar      112092   108831      178  0.50   0.16   62
## 83                    Singapore       54555    47768       27  0.55   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 2020-08-06   China Hong Kong        3849     2458       44    95
## 2 2020-08-06   China  Xinjiang         773      133        3    27
## 3 2020-08-06   China  Shanghai         757      728        7     5
## 4 2020-08-06   China  Liaoning         258      165        2     3
## 5 2020-08-06   China  Shandong         805      786        7     1
## 6 2020-08-06   China   Shaanxi         328      318        3     1
## 7 2020-08-06   China    Taiwan         477      441        7     1