source('./predict.R')

## [1] "2020-06-29"
##                 country cum_confirm cum_heal cum_dead inc_r death_r dead_pm
## 1         United States     2640080  1093927   128461  1.63    4.87     388
## 2                Brazil     1345470   733848    57659  1.99    4.29     271
## 3                Russia      641156   403430     9166  1.06    1.43      63
## 4                 India      559910   327561    16757  3.94    2.99      12
## 5        United Kingdom      311965     1918    43575  0.26   13.97     642
## 6                 Spain      295850   196958    28343  0.10    9.58     606
## 7                  Peru      279419   167998     9317  1.24    3.33     283
## 8                 Chile      271982   232210     5509  1.57    2.03     288
## 9                 Italy      240310   188891    34738  0.07   14.46     575
## 10                 Iran      225205   186180    10670  1.14    4.74     127
## 11               Mexico      216852   126843    26648  1.90   12.29     207
## 12             Pakistan      206512    95407     4167  1.75    2.02      19
## 13               Turkey      197239   170595     5097  0.69    2.58      60
## 14              Germany      195487   180508     9129  0.05    4.67     109
## 15         Saudi Arabia      186436   127118     1599  2.16    0.86      46
## 16               France      162936    75649    29778  0.00   18.28     456
## 17           Bangladesh      141801    57780     1783  2.91    1.26      11
## 18         South Africa      138134    68925     2456  4.81    1.78      41
## 19               Canada      103250    66191     8522  0.28    8.25     226
## 20                Qatar       95106    80170      113  0.73    0.12      39
## 21             Colombia       91769    38280     3106  3.59    3.38      61
## 22                China       85209    80049     4648  0.02    5.45       3
## 23                Egypt       65188    17539     2789  1.98    4.28      27
## 24               Sweden       65137     4971     5280  0.00    8.11     523
## 25              Belarus       61790    45213      387  0.51    0.63      41
## 26              Belgium       61361    16941     9732  0.11   15.86     840
## 27            Argentina       59933    21138     1245  3.79    2.08      28
## 28              Ecuador       55255    27058     4429  1.25    8.02     251
## 29            Indonesia       55092    23800     2805  2.00    5.09      10
## 30          Netherlands       50223      322     6107  0.15   12.16     356
## 31 United Arab Emirates       47797    36411      313  0.92    0.65      32
## 32                 Iraq       47151    22974     1839  3.85    3.90      46
## 33               Kuwait       45524    36313      350  1.30    0.77      82
## 34            Singapore       43661    37508       26  0.46    0.06       4
## 35              Ukraine       43628    19027     1147  1.50    2.63      26
## 36             Portugal       41912    27205     1568  1.76    3.74     154
## 37                 Oman       39060    22422      169  2.39    0.43      33
## 38          Philippines       36438     9956     1255  2.77    3.44      11
## 39               Poland       34154    20897     1444  0.73    4.23      38
## 40               Panama       31686    15470      604  3.35    1.91     140
## 41          Switzerland       31652    29100     1962  0.11    6.20     227
## 42              Bolivia       31524     8517     1014  2.76    3.22      87
## 43   Dominican Republic       31373    17142      726  2.46    2.31      67
## 44          Afghanistan       31238    13934      733  0.88    2.35      19
## 45              Romania       26582    18912     1634  1.02    6.15      85
## 46              Bahrain       25705    20517       83  1.73    0.32      49
## 47              Ireland       25439    23364     1735  0.01    6.82     351
## 48              Armenia       25127    13297      433  1.96    1.72     146
## 49              Nigeria       24567     9007      565  2.04    2.30       3
## 50               Israel       23989    17114      319  2.09    1.33      37
## 51           Kazakhstan       21327    13008      183  2.63    0.86      10
## 52                Japan       18522    16505      972  0.01    5.25       8
## 53             Honduras       18082     1875      479  6.32    2.65      48
## 54              Austria       17723    16420      703  0.39    3.97      78
## 55                Ghana       17351    12994      112  5.60    0.65       4
## 56            Guatemala       16930     3152      727  3.25    4.29      41
## 57           Azerbaijan       16424     9026      198  3.36    1.21      20
## 58              Moldova       16357     9229      536  0.66    3.28     133
## 59               Serbia       14288    12581      274  1.72    1.92      31
## 60              Algeria       13273     9371      897  2.35    6.76      20
## 61                Nepal       13248     3134       29  3.73    0.22       1
## 62              Denmark       12875    11708      605  0.00    4.70     104
## 63          South Korea       12757    11429      282  0.33    2.21       6
## 64             Cameroon       12592    10100      313  0.00    2.49      12
## 65              Morocco       12248     8790      224  2.19    1.83       6
## 66       Czech Republic       11604     7710      348  2.64    3.00      32

## [1] "Pakistan leading 1 cum_confirm == 0 trimed"