last(self: 'NDFrameT', offset) -> 'NDFrameT'

For a DataFrame with a sorted DatetimeIndex, this function selects the last few rows based on a date offset.

Parameters

offset : str, DateOffset, dateutil.relativedelta

The offset length of the data that will be selected. For instance, '3D' will display all the rows having their index within the last 3 days.

Raises

TypeError

If the index is not a DatetimeIndex

Returns

Series or DataFrame

A subset of the caller.

Select final periods of time series data based on a date offset.

See Also

at_time

Select values at a particular time of the day.

between_time

Select values between particular times of the day.

first

Select initial periods of time series based on a date offset.

Examples

This example is valid syntax, but we were not able to check execution

>>> i = pd.date_range('2018-04-09', periods=4, freq='2D')
... ts = pd.DataFrame({'A': [1, 2, 3, 4]}, index=i)
... ts
            A
2018-04-09  1
2018-04-11  2
2018-04-13  3
2018-04-15  4

Get the rows for the last 3 days:

This example is valid syntax, but we were not able to check execution

>>> ts.last('3D')
            A
2018-04-13  3
2018-04-15  4

Notice the data for 3 last calendar days were returned, not the last 3 observed days in the dataset, and therefore data for 2018-04-11 was not returned.

See :

Back References

The following pages refer to to this document either explicitly or contain code examples using this.

pandas.core.generic.NDFrame.between_time pandas.core.generic.NDFrame.first pandas.core.generic.NDFrame.at_time pandas.core.generic.NDFrame.sort_values

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File: /pandas/core/generic.py#8395
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