Visualisasi Data

Load Package

library(mongolite)

Koneksi ke MongoDB

library(mongolite)
atlas_dota<-mongo(
  collection = collections,
  db         = database,
  url        = url 
)
data_dota <- atlas_dota$find('{}')
data_dota
##              Hero_1 Matches_Played Pick_Rate Win_Rate KDA_Ratio
## 1          Silencer         506439     15.81    53.61      2.73
## 2              Chen          25221      0.79    48.62      2.65
## 3         Underlord         171013      5.31    52.13      2.87
## 4         Disruptor         290682      9.02    50.29      2.75
## 5       Wraith King         237835      7.60    51.45      3.24
## 6  Templar Assassin         130105      4.16    44.38      2.97
## 7             Lycan          29252      0.93    47.63      3.15
## 8       Beastmaster          74161      2.36    45.89      2.50
## 9      Primal Beast          79726      2.47    45.48      2.69
## 10           Weaver         177945      5.51    48.45      3.36
## 11    Winter Wyvern         206729      6.32    50.71      2.64
## 12    Queen of Pain         374501     11.45    49.65      3.59
str(data_dota)
## 'data.frame':    12 obs. of  5 variables:
##  $ Hero_1        : chr  "Silencer" "Chen" "Underlord" "Disruptor" ...
##  $ Matches_Played: num  506439 25221 171013 290682 237835 ...
##  $ Pick_Rate     : num  15.81 0.79 5.31 9.02 7.6 ...
##  $ Win_Rate      : num  53.6 48.6 52.1 50.3 51.5 ...
##  $ KDA_Ratio     : num  2.73 2.65 2.87 2.75 3.24 2.97 3.15 2.5 2.69 3.36 ...

Visualisasi Data Berdasarkan Match Played

Visualisasi Data Berdasarkan Win Rate

Visualisasi Data Berdasarkan KDA Ratio