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2 changes: 1 addition & 1 deletion doc/source/user_guide/timeseries.rst
Original file line number Diff line number Diff line change
Expand Up @@ -2541,7 +2541,7 @@ Fold is supported only for constructing from naive ``datetime.datetime``
or for constructing from components (see below). Only ``dateutil`` timezones are supported
(see `dateutil documentation <https://dateutil.readthedocs.io/en/stable/tz.html#dateutil.tz.enfold>`__
for ``dateutil`` methods that deal with ambiguous datetimes) as ``pytz``
timezones do not support fold (see `pytz documentation <http://pytz.sourceforge.net/index.html>`__
timezones do not support fold (see `pytz documentation <https://pythonhosted.org/pytz/>`__
for details on how ``pytz`` deals with ambiguous datetimes). To localize an ambiguous datetime
with ``pytz``, please use :meth:`Timestamp.tz_localize`. In general, we recommend to rely
on :meth:`Timestamp.tz_localize` when localizing ambiguous datetimes if you need direct
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