source('./predict.R')

## [1] "2020-07-01"
##                 country cum_confirm cum_heal cum_dead inc_r death_r dead_pm
## 1         United States     2730803  1143688   130134  1.74    4.77     393
## 2                Brazil     1409693   790040    59745  2.67    4.24     281
## 3        United Kingdom      312654     1918    43730  0.22   13.99     644
## 4                 Italy      240578   190248    34767  0.06   14.45     575
## 5                France      164801    76274    29843  0.33   18.11     457
## 6                 Spain      296351   196958    28355  0.10    9.57     606
## 7                Mexico      226089   134957    27769  2.46   12.28     215
## 8                 India      591420   352171    17495  3.11    2.96      13
## 9                  Iran      230211   191487    10958  1.12    4.76     130
## 10              Belgium       61509    17021     9754  0.13   15.86     842
## 11                 Peru      285213   174535     9677  1.01    3.39     293
## 12               Russia      654405   422931     9536  1.01    1.46      65
## 13              Germany      196032   181196     9146  0.00    4.67     109
## 14               Canada      104204    67592     8591  0.28    8.24     228
## 15          Netherlands       50273      322     6113  0.00   12.16     357
## 16                Chile      279393   241229     5688  1.23    2.04     298
## 17               Sweden       68451     4971     5333  1.16    7.79     528
## 18               Turkey      199906   173111     5131  0.65    2.57      61
## 19                China       85260    80084     4648  0.04    5.45       3
## 20              Ecuador       56432    27594     4527  1.38    8.02     257
## 21             Pakistan      213470   100802     4395  1.97    2.06      20
## 22             Colombia       97846    42073     3334  2.95    3.41      66
## 23                Egypt       68311    18460     2953  2.33    4.32      29
## 24            Indonesia       57770    25595     2934  2.46    5.08      11
## 25         South Africa      151209    73543     2657  4.81    1.76      45
## 26                 Iraq       51524    26267     2050  4.92    3.98      51
## 27          Switzerland       31851    29200     1963  0.43    6.16     227
## 28           Bangladesh      149258    62108     1888  2.59    1.26      11
## 29              Ireland       25473    23364     1736  0.04    6.82     352
## 30         Saudi Arabia      194225   132760     1698  1.78    0.87      49
## 31              Romania       27296    19314     1667  1.21    6.11      87
## 32             Portugal       42141    27505     1576  0.00    3.74     155
## 33               Poland       34775    21791     1477  1.11    4.25      39
## 34            Argentina       64530    23040     1310  3.63    2.03      29
## 35          Philippines       38511    10438     1270  2.66    3.30      12
## 36              Ukraine       44998    19548     1173  1.50    2.61      27
## 37              Bolivia       33219     9340     1123  3.41    3.38      96
## 38                Japan       18769    16631      972  0.00    5.18       8
## 39              Algeria       13907     9897      912  2.48    6.56      21
## 40          Afghanistan       31836    15651      774  1.01    2.43      20
## 41            Guatemala       18096     3194      773  3.95    4.27      43
## 42   Dominican Republic       32568    17580      747  2.36    2.29      69
## 43              Austria       17873    16491      705  0.60    3.94      78
## 44               Panama       33550    15745      631  2.33    1.88     146
## 45              Denmark       12951    11812      606  0.00    4.68     105
## 46              Nigeria       25694     9746      590  2.23    2.30       3
## 47              Moldova       16613     9382      545  1.57    3.28     135
## 48             Honduras       19558     2060      497  3.93    2.54      50
## 49              Armenia       26065    14563      453  2.05    1.74     153
## 50              Belarus       62424    47553      398  0.49    0.64      42
## 51               Kuwait       46940    37715      358  1.61    0.76      84
## 52       Czech Republic       11960     7776      349  1.28    2.92      33
## 53               Israel       25547    17389      320  3.48    1.25      37
## 54 United Arab Emirates       48667    37566      315  0.00    0.65      32
## 55             Cameroon       12592    10100      313  0.00    2.49      12
## 56          South Korea       12850    11613      282  0.39    2.19       6
## 57               Serbia       14836    12772      281  1.87    1.89      32
## 58              Morocco       12596     8978      228  1.70    1.81       6
## 59           Azerbaijan       17524     9715      213  0.00    1.22      21
## 60           Kazakhstan       22308    13558      188  2.24    0.84      10
## 61                 Oman       41194    24162      185  2.81    0.45      36
## 62                Qatar       96088    81564      113  0.00    0.12      39
## 63                Ghana       17741    13268      112  0.00    0.63       4
## 64              Bahrain       26758    21331       91  1.98    0.34      53
## 65                Nepal       14046     4656       30  3.55    0.21       1
## 66            Singapore       44122    38500       26  0.49    0.06       4