source('./predict.R')

## [1] "2020-06-20"
##                 country cum_confirm cum_heal cum_dead inc_r death_r dead_pm
## 1         United States     2299166   956077   121451  1.49    5.28     367
## 2                Brazil     1038568   520360    49090  5.51    4.73     231
## 3                Russia      576952   334592     8002  1.39    1.39      55
## 4                 India      400566   216676    13030  4.72    3.25       9
## 5        United Kingdom      301815     1918    42461  0.00   14.07     625
## 6                 Spain      292655   196958    28315  0.11    9.68     606
## 7                  Peru      247925   135520     7660  1.45    3.09     232
## 8                 Italy      238011   181907    34561 -0.06   14.52     572
## 9                 Chile      231393   191491     4093  2.79    1.77     214
## 10                 Iran      202584   161384     9507  1.16    4.69     113
## 11              Germany      191360   176846     9056  0.49    4.73     108
## 12               Turkey      185245   157516     4905  0.66    2.65      58
## 13             Pakistan      171666    63504     3382  4.00    1.97      15
## 14               Mexico      170485   127332    20394  3.04   11.96     158
## 15               France      159452    74117    29617  0.51   18.57     454
## 16         Saudi Arabia      154233    98917     1230  2.62    0.80      35
## 17           Bangladesh      108775    43993     1425  3.07    1.31       9
## 18               Canada      100629    63003     8346  0.41    8.29     221
## 19         South Africa       87715    47825     1831  4.56    2.09      31
## 20                Qatar       86488    66763       94  1.20    0.11      33
## 21                China       84971    79966     4645  0.03    5.47       3
## 22             Colombia       63276    23988     2045  5.08    3.23      40
## 23              Belgium       60550    16771     9696  0.12   16.01     837
## 24              Belarus       57936    36749      343  1.05    0.59      36
## 25               Sweden       56043     4971     5053  0.00    9.02     500
## 26                Egypt       52211    13928     2017  3.52    3.86      20
## 27              Ecuador       49731    24446     4156  1.29    8.36     236
## 28          Netherlands       49502      322     6089  0.15   12.30     355
## 29            Indonesia       45029    17883     2429  2.80    5.39       9
## 30 United Arab Emirates       44533    31754      301  0.88    0.68      30
## 31            Singapore       41833    33459       26  0.52    0.06       4
## 32               Kuwait       39145    30726      319  1.21    0.81      75
## 33             Portugal       38841    24906     1528  1.97    3.93     150
## 34            Argentina       37510    11851      954  0.00    2.54      21
## 35              Ukraine       35825    16406      994  2.40    2.77      23
## 36               Poland       31620    16181     1436  0.97    4.54      38
## 37          Switzerland       31243    28900     1956  0.08    6.26     226
## 38          Philippines       29400     7650     1150  3.31    3.91      10
## 39                 Oman       28566    14780      128  3.24    0.45      25
## 40          Afghanistan       28424     8292      569  1.96    2.00      15
## 41                 Iraq       27352    12205      925  6.36    3.38      23
## 42              Ireland       25368    22698     1714  0.05    6.76     347
## 43   Dominican Republic       25068    14605      647  1.72    2.58      60
## 44               Panama       24274    14359      485  3.95    2.00     112
## 45              Romania       23730    16735     1500  1.41    6.32      78
## 46              Bolivia       22476     4670      715  4.54    3.18      61
## 47              Bahrain       20916    15287       59  2.38    0.28      35
## 48               Israel       20339    15586      304  0.47    1.49      35
## 49              Armenia       19708     8854      332  2.88    1.68     112
## 50              Nigeria       19147     6581      487  3.61    2.54       2
## 51                Japan       17881    16077      954  0.68    5.34       8
## 52              Austria       17323    16157      688  0.30    3.97      76
## 53           Kazakhstan       16779    10411      113  2.62    0.67       6
## 54              Moldova       13953     7745      464  6.46    3.33     115
## 55                Ghana       13203     4548       70  2.12    0.53       2
## 56               Serbia       12803    11511      260  0.74    2.03      30
## 57              Denmark       12591    11482      600  1.61    4.77     104
## 58            Guatemala       12509     2419      483  5.40    3.86      27
## 59          South Korea       12373    10856      280  0.54    2.26       5
## 60           Azerbaijan       12238     6516      148  8.02    1.21      15
## 61              Algeria       11504     8196      825  1.05    7.17      19
## 62             Honduras       11258     1214      349  4.83    3.10      35
## 63             Cameroon       10638     7548      282  0.00    2.65      11
## 64       Czech Republic       10406     7473      335  1.20    3.22      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 2020-06-20   China   Beijing         799      584        9    22
## 2 2020-06-20   China Guangdong        1634     1613        8     3
## 3 2020-06-20   China     Hebei         341      322        6     1
## 4 2020-06-20   China  Shanghai         698      668        7     1
## 5 2020-06-20   China Hong Kong        1128     1077        4     1