Here, I propose 2 scripts respectively for cleaning and visualizing numerical and categorical columns. Much of the work done so far has been relative to a single categorical/numerical column respectively. I create a generalized cleaning approach using quantulum and included functions that create visualizations with respect to the work performed manually.
IMPORTANT: The scripts can only run at the moment with a hard-coded data directory. I am unaware of the process to automatically locate the file locations of a user's database and the tables on a user's hard drive. Please let me know how I can generalize this before merging.
Here, I propose 2 scripts respectively for cleaning and visualizing numerical and categorical columns. Much of the work done so far has been relative to a single categorical/numerical column respectively. I create a generalized cleaning approach using quantulum and included functions that create visualizations with respect to the work performed manually.
IMPORTANT: The scripts can only run at the moment with a hard-coded data directory. I am unaware of the process to automatically locate the file locations of a user's database and the tables on a user's hard drive. Please let me know how I can generalize this before merging.