Add argument in eda_web_report() to limit the number of bivariate relationships

[ashirwad]

Hey @choonghyunryu,

The eda_web_report() function tries to calculate the bivariate relationships between every pair of numeric variables. This scales non-linearly with the width of a data set. It would be nice to provide an argument in the eda_web_report() function to limit the number of bivariate relationships that will be examined for the report. We will have to discuss the best way to do this though...

Thanks!

[choonghyunryu]

Hi @ashirwad,

dlookr was designed with the 'tidyverse' in mind.
In particular, collaboration with the dplyr package is very important.

I recommend the following method.

library(dlookr)
library(dplyr)

# case of selecting variables
heartfailure %>% 
  select(death_event, age, sex, smoking, cpk_enzyme) %>% 
  eda_web_report()

# case of removing variables
heartfailure %>% 
  select(-time, -cpk_enzyme) %>% 
  eda_web_report()