Calculating new dates using offsets
Frequencies in pandas are represented using date offsets. We have touched on this concept at the beginning of the chapter when discussing Timedelta
objects. pandas extends the capabilities of these using the concept of DateOffset
objects, which represent knowledge of how to integrate time offsets and frequencies relative to DatetimeIndex
objects.
We will examine how pandas uses date offsetting in two different ways. The first calculates offsets of a specific duration from a given date, and the other calculates offsets based on what are referred to as anchored offsets.
Date offsets
DatetimeIndex
objects are created at various frequencies by passing in frequency strings, such as 'M'
, 'W'
, and 'BM'
to the freq
parameter ...
Get Learning pandas now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.