options(width = 100)
source('./predict.R')

## [1] "2020-08-29"
##                             country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                       Afghanistan       38143    29063     1402  0.01   3.68   36
## 2                           Algeria       43403    30436     1483  0.90   3.42   34
## 3                         Argentina      392009   287220     8305  3.08   2.12  184
## 4                           Armenia       43626    37563      872  0.40   2.00  294
## 5                         Australia       25547    20856      600  0.39   2.35   24
## 6                           Austria       26985    22866      733  1.49   2.72   81
## 7                        Azerbaijan       36174    33576      529  0.92   1.46   52
## 8                           Bahrain       51113    47760      189  0.70   0.37  111
## 9                        Bangladesh      308925   198863     4206  0.69   1.36   26
## 10                          Belarus       71523    70207      671  0.25   0.94   71
## 11                          Belgium       83952    18360     9886  0.54  11.78  853
## 12                          Bolivia      114409    54914     4846  1.13   4.24  415
## 13           Bosnia and Herzegovina       19550    12858      594  1.75   3.04  181
## 14                           Brazil     3812605  2976796   119594  1.28   3.14  563
## 15                         Bulgaria       16065    11231      603  0.99   3.75   87
## 16                         Cameroon       19142    17651      411  0.00   2.15   15
## 17                           Canada      127358   113234     9108  0.40   7.15  241
## 18                            Chile      405972   379452    11132  0.46   2.74  582
## 19                            China       90343    84942     4727  0.03   5.23    3
## 20                         Colombia      590520   429620    18767  1.46   3.18  369
## 21                       Costa Rica       38485    14664      407  3.20   1.06   80
## 22                    Côte d'Ivoire       17797    16315      115  0.54   0.65    4
## 23                   Czech Republic       23777    17497      419  2.05   1.76   39
## 24 Democratic Republic of the Congo       10007     9068      258  0.13   2.58   NA
## 25                          Denmark       17125    15252      624  0.00   3.64  108
## 26               Dominican Republic       93390    65285     1648  0.46   1.76  152
## 27                          Ecuador      112141    95311     6504  0.83   5.80  369
## 28                            Egypt       98285    70419     5362  0.23   5.46   52
## 29                      El Salvador       25537    13799      708  0.48   2.77  109
## 30                         Ethiopia       48140    17415      758  3.73   1.57    7
## 31                           France      267077    86177    30596  2.84  11.46  469
## 32                          Germany      242390   215095     9457  0.68   3.90  113
## 33                            Ghana       44118    42581      270  0.63   0.61    9
## 34                        Guatemala       72921    60534     2709  1.48   3.71  151
## 35                         Honduras       58810    10076     1827  1.98   3.11  184
## 36                            India     3477250  2658419    62837  2.17   1.81   46
## 37                        Indonesia      169195   122802     7261  1.99   4.29   27
## 38                             Iran      371816   319847    21359  0.51   5.74  254
## 39                             Iraq      223612   164874     6814  1.90   3.05  169
## 40                          Ireland       28578    23364     1777  0.44   6.22  360
## 41                           Israel      112000    91051      894  0.45   0.80  103
## 42                            Italy      265409   206902    35472  0.55  13.37  587
## 43                            Japan       67483    55341     1271  1.27   1.88   10
## 44                       Kazakhstan      105558    95888     1523  0.14   1.44   81
## 45                            Kenya       33630    19434      567  0.72   1.69   11
## 46                           Kuwait       84224    75993      528  0.77   0.63  124
## 47                       Kyrgyzstan       43712    37973     1057  0.29   2.42  162
## 48                          Lebanon       15613     4260      148  4.53   0.95   22
## 49                            Libya       12958     1333      231  2.61   1.78   34
## 50                       Madagascar       14791    13753      190  0.65   1.28    7
## 51                           Mexico      585738   404667    63146  1.00  10.78  490
## 52                          Moldova       35904    24156      981  1.01   2.73  243
## 53                          Morocco       58489    43049     1052  2.46   1.80   29
## 54                            Nepal       37340    20555      207  2.42   0.55    7
## 55                      Netherlands       69632      322     6224  0.72   8.94  363
## 56                          Nigeria       53477    41017     1011  0.30   1.89    5
## 57                           Norway       10582     9348      264  0.38   2.49   49
## 58                             Oman       85005    79608      650  0.00   0.76  127
## 59                         Pakistan      295372   280340     6284  0.11   2.13   28
## 60            Palestinian Territory       21668    14631      147  1.96   0.68   NA
## 61                           Panama       90624    64602     1966  0.71   2.17  456
## 62                         Paraguay       15873     8595      280  3.81   1.76   39
## 63                             Peru      629961   438017    28471  1.28   4.52  863
## 64                      Philippines      213131   135101     3419  1.71   1.60   31
## 65                           Poland       66239    45536     2032  1.16   3.07   54
## 66                         Portugal       57074    41556     1815  0.00   3.18  178
## 67                      Puerto Rico       31988     2267      424  0.00   1.33  148
## 68                            Qatar      118407   115251      196  0.18   0.17   68
## 69     Republika Severna Makedonija       14293    11014      596  2.06   4.17   NA
## 70                          Romania       85833    37388     3539  1.62   4.12  184
## 71                           Russia      985346   804383    17025  0.50   1.73  117
## 72                     Saudi Arabia      313911   288441     3840  0.32   1.22  110
## 73                          Senegal       13456     9233      282  0.54   2.10   17
## 74                           Serbia       31282    29825      710  0.24   2.27   81
## 75                        Singapore       56717    55337       27  0.09   0.05    5
## 76                     South Africa      620132   533935    13743  0.30   2.22  232
## 77                      South Korea       19400    14765      321  1.69   1.65    6
## 78                            Spain      455621   196958    29011  0.85   6.37  620
## 79                            Sudan       13189     6612      823  1.10   6.24   19
## 80                           Sweden       83958     4971     5821  0.00   6.93  576
## 81                      Switzerland       41722    35200     2005  0.91   4.81  232
## 82                           Turkey      265515   241809     6245  0.57   2.35   74
## 83                          Ukraine      116978    56138     2492  2.17   2.13   57
## 84             United Arab Emirates       69328    60202      379  0.62   0.55   38
## 85                   United Kingdom      331644     1918    41486  0.39  12.51  611
## 86                    United States     6097710  3376557   185986  0.80   3.05  562
## 87                       Uzbekistan       40953    37947      305  0.57   0.74    9
## 88                        Venezuela       43879    34972      366  2.29   0.83   13
## 89                           Zambia       11779    10945      283  0.00   2.40   15

## [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 2020-08-29   China Hong Kong        4786     4287       86    18
## 2 2020-08-29   China  Shanghai         894      829        7     3
## 3 2020-08-29   China    Fujian         378      366        1     2
## 4 2020-08-29   China Guangdong        1737     1716        8     2
## 5 2020-08-29   China   Sichuan         650      622        3     2
## 6 2020-08-29   China   Tianjin         221      213        3     1
## 7 2020-08-29   China    Taiwan         488      462        7     1