source('./predict.R')

## [1] "2020-06-16"
##                 country cum_confirm cum_heal cum_dead inc_r death_r dead_pm
## 1         United States     2183994   890015   118379  0.95    5.42     358
## 2                Brazil      891556   453568    44118  2.73    4.95     208
## 3                Russia      545458   294306     7284  1.54    1.34      50
## 4                 India      344788   181202     9926  3.39    2.88       7
## 5        United Kingdom      296857     1918    41736  0.33   14.06     615
## 6                 Spain      291189   196958    27136  0.06    9.32     580
## 7                 Italy      237290   177010    34371  0.13   14.48     568
## 8                  Peru      232992   119409     6860  1.42    2.94     208
## 9                  Iran      192439   152675     9065  1.35    4.71     108
## 10              Germany      189243   175154     8980  0.17    4.75     107
## 11               Turkey      179831   152364     4825  0.89    2.68      57
## 12                Chile      179436   148792     3362  2.95    1.87     176
## 13               France      157372    73044    29436  0.10   18.70     451
## 14               Mexico      150264   113006    17580  2.33   11.70     136
## 15             Pakistan      148921    56390     2839  3.08    1.91      13
## 16         Saudi Arabia      136315    89540     1025  3.23    0.75      29
## 17               Canada       99073    60999     8174  0.29    8.25     217
## 18           Bangladesh       94481    36264     1262  4.26    1.34       8
## 19                China       84833    79924     4645  0.06    5.48       3
## 20                Qatar       82077    60461       80  1.48    0.10      28
## 21         South Africa       73533    39867     1568  4.99    2.13      26
## 22              Belgium       60155    16625     9663  0.09   16.06     834
## 23              Belarus       55369    31273      318  1.26    0.57      34
## 24               Sweden       53323     4971     4939  3.31    9.26     489
## 25             Colombia       53063    19952     1726  4.17    3.25      34
## 26          Netherlands       49087      322     6070  0.28   12.37     354
## 27              Ecuador       47322    23349     3929  1.22    8.30     223
## 28                Egypt       44598    11931     1575  0.00    3.53      15
## 29 United Arab Emirates       42982    28861      293  1.63    0.68      30
## 30            Singapore       40969    30366       26  0.37    0.06       4
## 31            Indonesia       40400    15703     2231  2.81    5.52       8
## 32             Portugal       37336    23212     1522  0.81    4.08     149
## 33               Kuwait       36958    28206      303  1.45    0.82      71
## 34            Argentina       32785    10174      862  3.83    2.63      19
## 35              Ukraine       32476    14528      912  2.09    2.81      21
## 36          Switzerland       31146    28900     1939  0.05    6.23     224
## 37               Poland       30195    14654     1272  1.37    4.21      34
## 38          Philippines       26781     6552     1103  1.37    4.12      10
## 39          Afghanistan       26310     5508      491  3.07    1.87      13
## 40              Ireland       25321    22698     1706  0.07    6.74     345
## 41                 Oman       25269    11089      114  3.04    0.45      22
## 42   Dominican Republic       23271    14025      605  1.35    2.60      56
## 43              Romania       22415    16071     1437  1.13    6.41      75
## 44               Panama       21422    13766      448  0.02    2.09     104
## 45                 Iraq       21315     9271      652  0.00    3.06      16
## 46               Israel       19338    15438      302  1.13    1.56      35
## 47              Bolivia       19073     3113      639  3.33    3.35      55
## 48              Bahrain       19013    13267       47  2.53    0.25      28
## 49                Japan       17644    15686      934  0.24    5.29       7
## 50              Armenia       17489     6571      293  2.49    1.68      99
## 51              Austria       17189    16089      681  0.32    3.96      76
## 52              Nigeria       16658     5349      424  3.56    2.55       2
## 53           Kazakhstan       15192     9388       77  2.59    0.51       4
## 54               Serbia       12426    11511      256  0.48    2.06      29
## 55              Denmark       12417    11290      598  0.19    4.82     103
## 56          South Korea       12155    10760      278  0.28    2.29       5
## 57                Ghana       11964     4258       54  0.00    0.45       2
## 58              Moldova       11879     6901      417  1.18    3.51     103
## 59              Algeria       11031     7735      777  1.03    7.04      18
## 60           Azerbaijan       10324     5739      122  3.69    1.18      12
## 61            Guatemala       10272     1966      399  4.34    3.88      22
## 62       Czech Republic       10066     7300      330  0.39    3.28      31

## [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 2020-06-16   China        Beijing         700      584        9    27
## 2 2020-06-16   China          Hebei         335      322        6     4
## 3 2020-06-16   China       Shanghai         695      667        7     3
## 4 2020-06-16   China      Guangdong        1628     1592        8     3
## 5 2020-06-16   China Inner Mongolia         238      234        1     1
## 6 2020-06-16   China       Liaoning         152      147        2     1
## 7 2020-06-16   China        Sichuan         588      563        3     1