The 𝐯𝐚𝐥𝐮𝐞_𝐜𝐨𝐮𝐧𝐭𝐬() method is commonly used to analyze categorical columns, but it has many limitations. For instance, if one wants to view the percentage, cumulative count, etc., in one place, things do get a bit tedious. This requires more code and is time-consuming.