When to use square brackets and when to use dot for pandas preprocessing?

When there is no space in the column name, we can use any of the methods. For example,

df_mcd['Category'].value_counts()

df_mcd.Category.value_counts()

When there is a space in the column name, for example, "Category of student", then only square brackets are supported.

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