How to set remove variables to false?

[Zhreyu]

I am trying to work on a very messy dataset, is there any option to turn off removing variables, It is removing every column from the dataset.
31 Predictors classified...
30 variable(s) removed since they were ID or low-information variables

Is there any option to visualize these columns regardless of how less information is available? Is there any threshold for this ?