pandas.DataFrame.dtypes#

property DataFrame.dtypes[source]#

Return the dtypes in the DataFrame.

This returns a Series with the data type of each column. The result’s index is the original DataFrame’s columns. Columns with mixed types are stored with the object dtype. See the User Guide for more.

Returns:

pandas.Series: The data type of each column.

See also

Series.dtypes: Return the dtype object of the underlying data.

Examples

>>> df = pd.DataFrame(
...     {
...         "float": [1.0],
...         "int": [1],
...         "datetime": [pd.Timestamp("20180310")],
...         "string": ["foo"],
...     }
... )
>>> df.dtypes
float              float64
int                  int64
datetime    datetime64[s]
string              object
dtype: object