TypeError: data type "category" not understood, while looping through the columns in the dataframe

Question

data.info()

DataTypes info of the dataframe

for col in data.columns:
    if data[col].dtype == "category":
        print(data[col].value_counts())
        print("\n\n")

I get the following error

TypeError: data type "category" not understood

Is there any other way to find the same?

Answer 1

Use select_dtypes:

for col in data.select_dtypes('category'):
    print(data[col].value_counts(), end='\n\n')