options(width = 100)
source('./predict.R')
## [1] "2020-11-14"
##                              country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                             Mexico      997393   741340    97624  0.56   9.79  757
## 2                              Sudan       14401     9535     1116  0.00   7.75   25
## 3                            Ecuador      179627   154956    12997  0.53   7.24  737
## 4                            Bolivia      143069   116505     8835  0.13   6.18  757
## 5                              Egypt      110547   100946     6442  0.21   5.83   63
## 6                               Iran      749525   552747    41034  1.52   5.47  489
## 7                              China       92428    87087     4749  0.03   5.14    3
## 8                              Italy     1144552   411434    44683  3.36   3.90  739
## 9                     United Kingdom     1344356     1918    51766  2.04   3.85  763
## 10                              Peru      934899   861017    35177  0.24   3.76 1067
## 11                            Canada      290903   232915    10888  1.47   3.74  288
## 12                       Afghanistan       43035    35067     1605  0.15   3.73   41
## 13                            Sweden      177355     4971     6164  0.00   3.48  610
## 14                         Guatemala      114719   104134     3920  0.52   3.42  219
## 15                         Indonesia      463007   388094    15148  1.15   3.27   55
## 16                         Australia       27711    25478      907  0.03   3.27   36
## 17                           Algeria       66819    44199     2139  1.28   3.20   49
## 18                           Ireland       67526    23364     1978  0.64   2.93  401
## 19                           Tunisia       79339    53758     2279  2.15   2.87  193
## 20                       El Salvador       36358    32721     1039  0.45   2.86  160
## 21                          Colombia     1191004  1097576    33829  0.70   2.84  665
## 22                            Brazil     5848959  5291511   165658  0.51   2.83  779
## 23                             Chile      529676   505243    14777  0.31   2.79  773
## 24      Republika Severna Makedonija       46062    26981     1281  2.59   2.78   NA
## 25                            Turkey      411055   351102    11418  0.76   2.78  135
## 26                          Honduras      102079    44236     2820  0.60   2.76  285
## 27                             Spain     1492608   196958    40769  0.00   2.73  872
## 28  Democratic Republic of the Congo       11760    11086      319  0.58   2.71   NA
## 29                         Argentina     1304846  1119366    35307  0.65   2.71  781
## 30                      South Africa      749182   693261    20206  0.30   2.70  341
## 31                           Belgium      525012    32033    14106  0.89   2.69 1217
## 32            Bosnia and Herzegovina       70900    35361     1857  1.83   2.62  566
## 33                           Romania      353185   239051     8813  2.75   2.50  458
## 34                            Angola       13374     6345      322  1.10   2.41   10
## 35                           Myanmar       68011    51362     1552  1.91   2.28   29
## 36                           Moldova       88772    69526     2006  1.62   2.26  497
## 37                            France     1954599   139140    44246  1.67   2.26  678
## 38                              Iraq      516915   444226    11623  0.47   2.25  289
## 39                           Albania       27233    12767      612  1.99   2.25  213
## 40                     United States    11217056  6844731   251215  1.44   2.24  759
## 41                          Paraguay       70392    50514     1556  0.00   2.21  218
## 42                           Hungary      136723    31126     2990  3.67   2.19  310
## 43                          Bulgaria       97435    28805     2091  2.63   2.15  301
## 44                           Senegal       15779    15407      327  0.15   2.07   20
## 45                            Zambia       17097    16137      350  0.02   2.05   19
## 46                          Pakistan      354461   322414     7109  0.61   2.01   32
## 47                            Panama      144477   123229     2856  0.78   1.98  662
## 48                           Finland       19102    14000      369  1.29   1.93   67
## 49                       Philippines      406337   363068     7791  0.40   1.92   71
## 50                          Cameroon       22692    21510      433  0.48   1.91   16
## 51                       Netherlands      442458      322     8443  1.35   1.91  493
## 52                           Ukraine      525176   238811     9508  2.44   1.81  217
## 53                        Kyrgyzstan       65953    56847     1196  0.76   1.81  183
## 54                           Nigeria       64996    61029     1163  0.17   1.79    6
## 55                             Kenya       69273    44872     1228  1.58   1.77   23
## 56                       South Korea       28338    25636      492  0.73   1.74   10
## 57                            Russia     1903253  1425529    32834  1.21   1.73  225
## 58                Dominican Republic      133225   109590     2282  0.51   1.71  210
## 59                           Morocco      288211   234904     4697  2.08   1.63  127
## 60                           Germany      777060   493065    12568  0.63   1.62  150
## 61                             Japan      117261   101989     1888  2.13   1.61   15
## 62                      Saudi Arabia      352950   339947     5641  0.10   1.60  162
## 63                        Kazakhstan      119833   109275     1899  0.59   1.58  101
## 64                          Portugal      211266   122517     3305  3.23   1.56  324
## 65                          Ethiopia      102321    63675     1565  0.55   1.53   14
## 66                           Armenia      115855    74105     1738  1.29   1.50  587
## 67                             India     8814902  8203737   129674  0.47   1.47   94
## 68                            Poland      691118   282215    10045  3.84   1.45  265
## 69                        Madagascar       17223    16516      249  0.00   1.45    9
## 70                        Montenegro       26686    17151      385  2.21   1.44  613
## 71                        Bangladesh      430496   347849     6173  0.36   1.43   37
## 72                            Greece       72510     9989     1035  4.07   1.43   99
## 73                          Slovenia       54122    33548      765  3.32   1.41  368
## 74                             Libya       72628    43259      995  0.00   1.37  145
## 75                    Czech Republic      456117   316523     6005  1.27   1.32  561
## 76                       Switzerland      257135   141000     3351  0.00   1.30  387
## 77                        Azerbaijan       73429    54049      946  2.58   1.29   93
## 78                        Costa Rica      123223    75341     1546  0.90   1.25  303
## 79                           Denmark       61593    46216      757  1.78   1.23  131
## 80                           Croatia       81844    63748     1006  3.63   1.23  245
## 81                            Serbia       81086    31536      989  4.95   1.22  113
## 82                            Jordan      141305     9879     1704  3.48   1.21  167
## 83                       Puerto Rico       76535     2267      914  0.00   1.19  319
## 84                            Latvia       10231     1515      121  4.02   1.18   64
## 85                              Oman      119442   110050     1326  0.00   1.11  260
## 86                            Norway       28241    11863      294  2.75   1.04   54
## 87                           Namibia       13449    12467      138  0.58   1.03   54
## 88                           Belarus      112870    94337     1039  1.12   0.92  110
## 89                            Uganda       15789     8038      144  2.51   0.91    3
## 90             Palestinian Territory       62167    53791      558  1.06   0.90   NA
## 91                           Austria      198291   119415     1746  3.69   0.88  194
## 92                         Venezuela       96441    91452      844  0.31   0.88   30
## 93                           Georgia       76658    58674      669  4.79   0.87  168
## 94                        Uzbekistan       69987    67241      594  0.33   0.85   18
## 95                            Israel      323339   312625     2721  0.20   0.84  314
## 96                        Luxembourg       26544    15428      222  2.36   0.84  355
## 97                         Lithuania       33387     7697      266  4.73   0.80   98
## 98                        Mozambique       14340    12505      110  0.79   0.77    4
## 99                           Lebanon      104267    58538      806  1.62   0.77  118
## 100                       Tajikistan       11573    10934       85  0.34   0.73    9
## 101                         Malaysia       46209    33772      306  2.47   0.66    9
## 102                    French Guiana       10844     9995       70  0.33   0.65  234
## 103                            Ghana       50018    48179      320  0.00   0.64   10
## 104                           Kuwait      136341   126902      835  0.51   0.61  196
## 105                    Côte d'Ivoire       20945    20630      127  0.22   0.61    5
## 106                         Slovakia       85567    29024      510  2.11   0.60   93
## 107                           Guinea       12585    11041       74  0.38   0.59    6
## 108                            Nepal      208299   170632     1215  0.94   0.58   42
## 109                 French Polynesia       11706     4842       53  0.00   0.45  189
## 110                          Bahrain       84523    82300      333  0.21   0.39  196
## 111             United Arab Emirates      149135   142561      528  0.79   0.35   53
## 112                         Maldives       12154    11262       42  0.35   0.35   78
## 113                        Sri Lanka       16583    11324       53  2.42   0.32    2
## 114                            Qatar      135570   132577      234  0.15   0.17   81
## 115                        Singapore       58116    58019       28  0.00   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  2020-11-14   China Hong Kong        5444     5187      108     8
## 2  2020-11-14   China Guangdong        1966     1922        8     3
## 3  2020-11-14   China    Taiwan         600      535        7     3
## 4  2020-11-14   China    Yunnan         217      209        2     3
## 5  2020-11-14   China     Hubei       68148    63627     4512     1
## 6  2020-11-14   China     Henan        1288     1259       22     1
## 7  2020-11-14   China  Shanghai        1277     1174        7     1
## 8  2020-11-14   China   Shaanxi         484      438        3     1
## 9  2020-11-14   China    Fujian         461      423        1     1
## 10 2020-11-14   China   Tianjin         289      266        3     1
## 11 2020-11-14   China  Liaoning         288      280        2     1