xorbits.pandas.Index.is_numeric#

final Index.is_numeric() bool[source]#

Check if the Index only consists of numeric data.

Deprecated since version 2.0.0(pandas): Use pandas.api.types.is_numeric_dtype instead.

Returns

Whether or not the Index only consists of numeric data.

Return type

bool

See also

is_boolean

Check if the Index only consists of booleans (deprecated).

is_integer

Check if the Index only consists of integers (deprecated).

is_floating

Check if the Index is a floating type (deprecated).

is_object

Check if the Index is of the object dtype. (deprecated).

is_categorical

Check if the Index holds categorical data (deprecated).

is_interval

Check if the Index holds Interval objects (deprecated).

Examples

>>> idx = pd.Index([1.0, 2.0, 3.0, 4.0])  
>>> idx.is_numeric()  
True
>>> idx = pd.Index([1, 2, 3, 4.0])  
>>> idx.is_numeric()  
True
>>> idx = pd.Index([1, 2, 3, 4])  
>>> idx.is_numeric()  
True
>>> idx = pd.Index([1, 2, 3, 4.0, np.nan])  
>>> idx.is_numeric()  
True
>>> idx = pd.Index([1, 2, 3, 4.0, np.nan, "Apple"])  
>>> idx.is_numeric()  
False

Warning

This method has not been implemented yet. Xorbits will try to execute it with pandas.

This docstring was copied from pandas.core.indexes.base.Index.