Get specific values

Question

I created a Box Plot from a dataframe and I'd like to get out the amount of customer which attrited. You can see at education lvl 5 the blue area is most important to know.
ggplot(raw_data, aes(x=Attrition_Flag)) +
geom_bar(aes(fill=factor(Education_Level)), width = 0.5) + 
  theme(axis.text.x = element_text(angle=65, vjust=0.6)) + 
  labs(title="Histogram on Categorical Variable", 
       subtitle="Attrition_Flag across Education_Level")

I tried If and for loops but it didn't work out.
If you need the dataset you can download it here
https://www.kaggle.com/sakshigoyal7/credit-card-customers

Oliver · Accepted Answer

It seems like you are looking just to subset your data. Since you are already using ggplot2, we can use dplyr's filter function
library(dplyr)
raw_data %>% 
  filter(Attrition_Flag == "Attrited Customer")

If you specifically want Education_level == 5 just add this to your filter
raw_data %>% 
  filter(Attrition_Flag == "Attrited Customer",
         Education_Level == 'Post-Graduate')

Note that Education_Level is stored as a character vector, so you will have to specify the specific level as a string. There is also no need to use factor when plotting these.

Get specific values

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