source('./predict.R')

## [1] "2020-08-24"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                 United States     5874295  3167164   180605  0.53   3.07  546
## 2                        Brazil     3605783  2709638   114772  0.63   3.18  540
## 3                         India     3110761  2338899    57715  1.98   1.86   42
## 4                        Russia      961493   773095    16448  0.50   1.71  113
## 5                  South Africa      609773   506470    13059  0.45   2.14  220
## 6                          Peru      594326   399357    27663  1.55   4.65  839
## 7                        Mexico      560164   383872    60480  0.71  10.80  469
## 8                      Colombia      541147   374030    17316  1.51   3.20  340
## 9                         Chile      397665   371179    10852  0.49   2.73  568
## 10                         Iran      361150   311365    20776  0.63   5.75  247
## 11                 Saudi Arabia      308654   282888     3691  0.38   1.20  106
## 12                     Pakistan      293261   276829     6244  0.17   2.13   28
## 13                    Argentina      342154   251400     6985  1.59   2.04  155
## 14                       Turkey      258249   237165     6121  0.47   2.37   73
## 15                      Germany      234834   209758     9427  0.42   4.01  113
## 16                        Italy      259345   205470    35437  0.47  13.66  586
## 17                        Spain      407879   196958    28838  0.00   7.07  617
## 18                   Bangladesh      297083   182875     3983  0.84   1.34   24
## 19                         Iraq      204341   146409     6428  1.64   3.15  160
## 20                  Philippines      194252   132042     3010  2.45   1.55   27
## 21                        Qatar      117266   114099      194  0.22   0.17   67
## 22                       Canada      124896   111112     9073  0.21   7.26  240
## 23                    Indonesia      155412   111060     6759  1.22   4.35   25
## 24                      Ecuador      107769    94816     6310  0.63   5.86  358
## 25                   Kazakhstan      104718    92598     1415  0.17   1.35   75
## 26                       France      242899    84973    30513  2.06  12.56  467
## 27                        China       90191    84508     4718  0.03   5.23    3
## 28                       Israel      103274    80521      839  1.10   0.81   97
## 29                         Oman       84509    78912      637  0.88   0.75  125
## 30                       Kuwait       80528    72307      515  0.00   0.64  121
## 31                      Belarus       70645    68925      646  0.25   0.91   68
## 32                        Egypt       97340    65927     5262  0.11   5.41   51
## 33                       Panama       86900    61420     1892  1.66   2.18  438
## 34           Dominican Republic       91161    60670     1567  0.66   1.72  144
## 35         United Arab Emirates       67282    58582      376  0.41   0.56   38
## 36                    Guatemala       68188    56778     2594  0.49   3.80  145
## 37                      Ukraine      106754    54524     2293  1.71   2.15   52
## 38                    Singapore       56404    54164       27  0.09   0.05    5
## 39                        Japan       63283    48550     1203  1.99   1.90   10
## 40                      Bahrain       49330    45981      184  0.60   0.37  108
## 41                      Bolivia      109149    45396     4509  0.67   4.13  386
## 42                       Poland       62310    42448     1960  0.89   3.15   52
## 43                        Ghana       43622    41695      263  0.27   0.60    8
## 44                     Portugal       55720    40880     1801  0.48   3.23  177
## 45                      Nigeria       52227    38945     1002  0.62   1.92    5
## 46                   Kyrgyzstan       43126    36615     1057  0.24   2.45  162
## 47                      Morocco       52349    36343      888  3.02   1.70   24
## 48                      Armenia       42825    36049      854  0.08   1.99  288
## 49                      Romania       79330    35517     3309  1.05   4.17  172
## 50                   Uzbekistan       39065    34987      275  0.50   0.70    8
## 51                  Switzerland       40060    34400     2001  0.39   5.00  231
## 52                   Azerbaijan       35274    32993      518  0.00   1.47   51
## 53                    Venezuela       39564    29966      329  1.56   0.83   12
## 54                      Algeria       41460    29142     1435  0.95   3.46   33
## 55                  Afghanistan       38054    28360     1389  0.14   3.65   36
## 56                       Serbia       30657    28275      698  0.00   2.28   80
## 57                      Ireland       27969    23364     1777  0.22   6.35  360
## 58                      Moldova       33478    22683      940  1.23   2.81  233
## 59                      Austria       25495    21657      733  0.96   2.88   81
## 60                    Australia       24916    19603      517  0.42   2.07   20
## 61                        Nepal       32678    18806      157  2.33   0.48    5
## 62                        Kenya       32364    18670      548  0.00   1.69   10
## 63                      Belgium       81936    18225     9992  0.57  12.19  862
## 64                     Cameroon       18762    16540      408  0.00   2.17   15
## 65               Czech Republic       21923    16125      412  0.61   1.88   38
## 66                Côte d'Ivoire       17471    15301      113  0.56   0.65    4
## 67                     Ethiopia       40671    14995      678  4.20   1.67    6
## 68                      Denmark       16715    14494      622  0.47   3.72  107
## 69                  South Korea       17665    14219      309  1.53   1.75    6
## 70                   Madagascar       14402    13436      178  0.52   1.24    6
## 71                  El Salvador       24811    12492      669  0.77   2.70  103
## 72        Palestinian Territory       19213    11870      130  2.19   0.68   NA
## 73       Bosnia and Herzegovina       18029    11861      547  1.77   3.03  167
## 74                   Costa Rica       33820    10518      355  2.22   1.05   70
## 75                     Bulgaria       15287    10338      545  0.39   3.57   78
## 76 Republika Severna Makedonija       13673    10150      568  0.57   4.15   NA
## 77                       Zambia       11082     9942      280  2.32   2.53   15
## 78                       Norway       10323     9150      264  0.23   2.56   49
## 79                      Senegal       13013     8595      272  0.49   2.09   16
## 80                     Honduras       54511     8532     1654  0.98   3.03  167
## 81                     Paraguay       13233     7417      205  2.00   1.55   29
## 82                        Sudan       12836     6497      815  1.21   6.35   19
## 83                       Sweden       86068     4971     5810  0.00   6.75  575
## 84                      Lebanon       12698     3625      123  4.16   0.97   18
## 85                  Puerto Rico       30618     2267      390  3.52   1.27  136
## 86               United Kingdom      325642     1918    41429  0.32  12.72  610
## 87                        Libya       11009     1096      199  5.48   1.81   29
## 88                  Netherlands       67128      322     6202  0.86   9.24  362

## [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 2020-08-24   China Hong Kong        4691     4052       77     9
## 2 2020-08-24   China  Shanghai         880      799        7     5
## 3 2020-08-24   China    Fujian         375      365        1     3
## 4 2020-08-24   China   Sichuan         631      611        3     3
## 5 2020-08-24   China    Yunnan         198      189        2     3
## 6 2020-08-24   China    Shanxi         202      201        0     1
## 7 2020-08-24   China  Shandong         831      798        7     1