source('./predict.R')

## [1] "2020-06-21"
##                 country cum_confirm cum_heal cum_dead inc_r death_r dead_pm
## 1               Belgium       60550    16771     9696  0.00   16.01     837
## 2        United Kingdom      304331     1918    42632  0.83   14.01     628
## 3                 Spain      293018   196958    28322  0.12    9.67     606
## 4                 Italy      238275   182453    34610  0.11   14.53     572
## 5                Sweden       56043     4971     5053  0.00    9.02     500
## 6                France      160093    74312    29633  0.40   18.51     454
## 7         United States     2332056   973061   122020  1.43    5.23     369
## 8           Netherlands       49593      322     6090  0.18   12.28     355
## 9               Ireland       25374    22698     1715  0.02    6.76     347
## 10                 Peru      251338   138763     7861  1.38    3.13     238
## 11               Brazil     1070139   543186    50058  3.04    4.68     236
## 12              Ecuador       49731    24446     4156  0.00    8.36     236
## 13          Switzerland       31292    28900     1956  0.16    6.25     226
## 14                Chile      236748   196609     4295  2.31    1.81     225
## 15               Canada      101019    63488     8410  0.39    8.33     223
## 16               Mexico      175202   131686    20781  2.77   11.86     161
## 17             Portugal       39133    25376     1530  0.75    3.91     150
## 18              Armenia       20268     9002      350  2.84    1.73     118
## 19                 Iran      204952   163591     9623  1.17    4.70     115
## 20              Moldova       13953     7896      465  0.00    3.33     115
## 21               Panama       25222    14359      493  3.91    1.95     114
## 22              Germany      191646   177033     9061  0.15    4.73     108
## 23              Denmark       12591    11482      600  0.00    4.77     104
## 24              Romania       24045    16911     1512  1.33    6.29      79
## 25              Austria       17341    16197      690  0.10    3.98      77
## 26               Kuwait       39650    31240      326  1.29    0.82      76
## 27              Bolivia       23512     5086      740  4.61    3.15      63
## 28   Dominican Republic       25778    14957      655  2.83    2.54      60
## 29               Turkey      186493   158828     4927  0.67    2.64      58
## 30               Russia      584680   339711     8111  1.34    1.39      56
## 31             Colombia       65633    25499     2126  3.72    3.24      42
## 32               Poland       31931    16683     1436  0.98    4.50      38
## 33              Belarus       58505    37666      346  0.98    0.59      37
## 34              Bahrain       21331    15790       61  1.98    0.29      36
## 35             Honduras       12306     1275      358  9.31    2.91      36
## 36         Saudi Arabia      157612   101130     1267  2.19    0.80      36
## 37               Israel       20686    15664      305  1.71    1.47      35
## 38                Qatar       87369    68319       98  1.02    0.11      34
## 39         South Africa       92681    50326     1877  5.66    2.03      32
## 40       Czech Republic       10448     7477      336  0.40    3.22      31
## 41 United Arab Emirates       44533    31754      301  0.00    0.68      30
## 42               Serbia       12894    11947      261  0.71    2.02      30
## 43            Guatemala       12755     2558      514  1.97    4.03      29
## 44                 Oman       29471    15552      131  3.17    0.44      26
## 45                 Iraq       29222    13211     1013  6.84    3.47      25
## 46              Ukraine       36560    16509     1002  2.05    2.74      23
## 47            Argentina       41204    12728     1000  9.85    2.43      22
## 48                Egypt       53758    14327     2106  2.96    3.92      21
## 49              Algeria       11631     8324      837  1.10    7.20      19
## 50             Pakistan      176617    67892     3501  2.88    1.98      16
## 51          Afghanistan       28833     8764      581  1.44    2.02      15
## 52           Azerbaijan       12238     6516      148  0.00    1.21      15
## 53             Cameroon       11610     7702      301  9.14    2.59      11
## 54          Philippines       30052     7893     1169  2.22    3.89      11
## 55                India      419392   232606    13417  4.70    3.20      10
## 56           Bangladesh      112306    45077     1464  3.25    1.30       9
## 57            Indonesia       45891    18404     2465  1.91    5.37       9
## 58                Japan       17937    16077      955  0.31    5.32       8
## 59           Kazakhstan       17225    10671      118  2.66    0.69       6
## 60          South Korea       12421    10868      280  0.39    2.25       5
## 61            Singapore       42095    34224       26  0.63    0.06       4
## 62                China       85002    79970     4646  0.04    5.47       3
## 63                Ghana       13717    10074       85  3.89    0.62       3
## 64              Nigeria       19808     6718      506  3.45    2.55       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 2020-06-21   China   Beijing         821      584        9    22
## 2 2020-06-21   China     Hebei         344      322        6     3
## 3 2020-06-21   China Hong Kong        1131     1078        5     3
## 4 2020-06-21   China   Shaanxi         316      306        3     2
## 5 2020-06-21   China    Fujian         363      357        1     1