source('./predict.R')

## [1] "2020-06-15"
##                 country cum_confirm cum_heal cum_dead inc_r death_r dead_pm
## 1               Belgium       60100    16610     9661  0.12   16.07     834
## 2        United Kingdom      295889     1918    41698  0.00   14.09     614
## 3                 Spain      291008   196958    27136  0.11    9.32     580
## 4                 Italy      236989   176370    34345  0.14   14.49     568
## 5                Sweden       51614     4971     4874  0.00    9.44     483
## 6                France      157220    72859    29407  0.26   18.70     451
## 7         United States     2163338   870077   117875  0.92    5.45     356
## 8           Netherlands       48948      322     6065  0.34   12.39     354
## 9               Ireland       25303    22698     1706  0.03    6.74     345
## 10          Switzerland       31131    28800     1938  0.04    6.23     224
## 11              Ecuador       46751    23064     3896  0.85    8.33     221
## 12               Canada       98787    60272     8146  0.38    8.25     216
## 13               Brazil      867882   437512    43389  1.95    5.00     204
## 14                 Peru      229736   115579     6688  4.07    2.91     203
## 15                Chile      174293   143704     3323  4.15    1.91     174
## 16             Portugal       37036    22852     1520  0.94    4.10     149
## 17               Mexico      146837   108110    17141  2.91   11.67     133
## 18              Germany      188917   174743     8972  0.17    4.75     107
## 19                 Iran      189876   150590     8950  1.31    4.71     107
## 20              Denmark       12393    11268      597  0.44    4.82     103
## 21              Moldova       11740     6794      408  0.00    3.48     101
## 22               Panama       21418    13766      437  6.78    2.04     101
## 23              Armenia       17064     6276      285  2.38    1.67      96
## 24              Austria       17135    16066      678  0.15    3.96      75
## 25              Romania       22165    15817     1427  0.75    6.44      74
## 26               Kuwait       36431    27531      298  1.42    0.82      70
## 27               Turkey      178239   151417     4807  0.88    2.70      57
## 28   Dominican Republic       22962    13320      592  0.00    2.58      55
## 29              Bolivia       18459     3113      611  3.46    3.31      52
## 30               Russia      537210   284539     7091  1.56    1.32      49
## 31               Israel       19121    15389      302  0.59    1.58      35
## 32              Belarus       54680    30420      312  1.31    0.57      33
## 33             Colombia       50939    19822     1667  4.50    3.27      33
## 34               Poland       29788    14383     1256  1.35    4.22      33
## 35       Czech Republic       10027     7245      330  0.85    3.29      31
## 36 United Arab Emirates       42294    27462      289  0.00    0.68      29
## 37               Serbia       12367    11511      255  0.46    2.06      29
## 38         Saudi Arabia      132048    87890     1011  3.53    0.77      29
## 39              Bahrain       18544    13197       45  1.74    0.24      26
## 40                Qatar       80876    58681       76  1.60    0.09      26
## 41         South Africa       70038    38531     1480  6.54    2.11      25
## 42                 Oman       24524     9533      108  4.44    0.44      21
## 43              Ukraine       31810    14253      901  2.11    2.83      21
## 44            Argentina       31577     9891      842  4.23    2.67      19
## 45              Algeria       10919     7606      767  1.01    7.02      17
## 46                 Iraq       21315     9271      652  5.47    3.06      16
## 47                Egypt       44598    11931     1575  3.76    3.53      15
## 48          Afghanistan       25527     5164      476  3.07    1.86      12
## 49             Pakistan      144478    53721     2729  3.77    1.89      12
## 50          Philippines       26420     6252     1098  1.89    4.16      10
## 51            Indonesia       39294    15123     2198  2.66    5.59       8
## 52           Bangladesh       90619    18730     1209  3.54    1.33       7
## 53                India      333475   169987     9524  2.77    2.86       7
## 54                Japan       17601    15643      929  0.41    5.28       7
## 55          South Korea       12121    10730      277  0.30    2.29       5
## 56           Kazakhstan       14809     9188       77  2.16    0.52       4
## 57            Singapore       40818    29589       26  0.53    0.06       4
## 58                China       84784    79915     4645  0.05    5.48       3
## 59                Ghana       11964     4258       54  4.75    0.45       2
## 60              Nigeria       16085     5220      420  2.57    2.61       2

## [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 2020-06-15   China   Beijing         673      584        9    28
## 2 2020-06-15   China   Sichuan         587      563        3     4
## 3 2020-06-15   China     Hebei         331      322        6     3
## 4 2020-06-15   China Hong Kong        1112     1067        4     3
## 5 2020-06-15   China Chongqing         582      573        6     2
## 6 2020-06-15   China    Taiwan         445      433        7     2
## 7 2020-06-15   China  Shanghai         692      667        7     1
## 8 2020-06-15   China    Fujian         362      356        1     1