Question

Pandas Assignment :

Use the dtypes attribute to display each column along with its data type, also display the counts of each data type.

Answer 1

Ans. 1. Dataframe.dtypes

It will display each column along with its data type.

2. DataFrame.count(axis=0, level=None, numeric_only=False)

It will display the counts of each datatype.

Parameters

• axis: {0 or ‘index’, 1 or ‘columns’}, default 0

If 0 or ‘index’ counts are generated for each column. If 1 or ‘columns’ counts are generated for each row.

• level: int or str, optional

If the axis is a MultiIndex (hierarchical), count along a particular level, collapsing into a DataFrame. A str specifies the level name.

• numeric_only: bool, default False

Include only float, int or boolean data.