pandas.Timestamp

class pandas.Timestamp

Pandas replacement for datetime.datetime

Timestamp is the pandas equivalent of python’s Datetime and is interchangeable with it in most cases. It’s the type used for the entries that make up a DatetimeIndex, and other timeseries oriented data structures in pandas.

Parameters:

ts_input : datetime-like, str, int, float Value to be converted to Timestamp freq : str, DateOffset Offset which Timestamp will have tz : str, pytz.timezone, dateutil.tz.tzfile or None Time zone for time which Timestamp will have. unit : str Unit used for conversion if ts_input is of type int or float. The valid values are ‘D’, ‘h’, ‘m’, ‘s’, ‘ms’, ‘us’, and ‘ns’. For example, ‘s’ means seconds and ‘ms’ means milliseconds. year, month, day : int New in version 0.19.0. hour, minute, second, microsecond : int, optional, default 0 New in version 0.19.0. nanosecond : int, optional, default 0 New in version 0.23.0. tzinfo : datetime.tzinfo, optional, default None New in version 0.19.0.

Notes

There are essentially three calling conventions for the constructor. The primary form accepts four parameters. They can be passed by position or keyword.

The other two forms mimic the parameters from datetime.datetime. They can be passed by either position or keyword, but not both mixed together.

Examples

Using the primary calling convention:

This converts a datetime-like string >>> pd.Timestamp(‘2017-01-01T12’) Timestamp(‘2017-01-01 12:00:00’)

This converts a float representing a Unix epoch in units of seconds >>> pd.Timestamp(1513393355.5, unit=’s’) Timestamp(‘2017-12-16 03:02:35.500000’)

This converts an int representing a Unix-epoch in units of seconds and for a particular timezone >>> pd.Timestamp(1513393355, unit=’s’, tz=’US/Pacific’) Timestamp(‘2017-12-15 19:02:35-0800’, tz=’US/Pacific’)

Using the other two forms that mimic the API for datetime.datetime:

>>> pd.Timestamp(2017, 1, 1, 12)
Timestamp('2017-01-01 12:00:00')

>>> pd.Timestamp(year=2017, month=1, day=1, hour=12)
Timestamp('2017-01-01 12:00:00')

Attributes

tz	Alias for tzinfo
weekday_name	(DEPRECATED) .. deprecated:: 0.23.0

asm8
day
dayofweek
dayofyear
days_in_month
daysinmonth
fold
freq
freqstr
hour
is_leap_year
is_month_end
is_month_start
is_quarter_end
is_quarter_start
is_year_end
is_year_start
microsecond
minute
month
nanosecond
quarter
second
tzinfo
value
week
weekofyear
year

Methods

astimezone	Convert tz-aware Timestamp to another time zone.
ceil	return a new Timestamp ceiled to this resolution
combine(date, time)	date, time -> datetime with same date and time fields
ctime	Return ctime() style string.
date	Return date object with same year, month and day.
day_name	Return the day name of the Timestamp with specified locale.
dst	Return self.tzinfo.dst(self).
floor	return a new Timestamp floored to this resolution
fromordinal(ordinal[, freq, tz])	passed an ordinal, translate and convert to a ts note: by definition there cannot be any tz info on the ordinal itself
fromtimestamp(ts)	timestamp[, tz] -> tz’s local time from POSIX timestamp.
isocalendar	Return a 3-tuple containing ISO year, week number, and weekday.
isoweekday	Return the day of the week represented by the date.
month_name	Return the month name of the Timestamp with specified locale.
normalize	Normalize Timestamp to midnight, preserving tz information.
now([tz])	Returns new Timestamp object representing current time local to tz.
replace	implements datetime.replace, handles nanoseconds
round	Round the Timestamp to the specified resolution
strftime	format -> strftime() style string.
strptime	string, format -> new datetime parsed from a string (like time.strptime()).
time	Return time object with same time but with tzinfo=None.
timestamp	Return POSIX timestamp as float.
timetuple	Return time tuple, compatible with time.localtime().
timetz	Return time object with same time and tzinfo.
to_datetime64	Returns a numpy.datetime64 object with ‘ns’ precision
to_julian_date	Convert TimeStamp to a Julian Date.
to_period	Return an period of which this timestamp is an observation.
to_pydatetime	Convert a Timestamp object to a native Python datetime object.
today(cls[, tz])	Return the current time in the local timezone.
toordinal	Return proleptic Gregorian ordinal.
tz_convert	Convert tz-aware Timestamp to another time zone.
tz_localize	Convert naive Timestamp to local time zone, or remove timezone from tz-aware Timestamp.
tzname	Return self.tzinfo.tzname(self).
utcfromtimestamp(ts)	Construct a naive UTC datetime from a POSIX timestamp.
utcnow()	Return a new Timestamp representing UTC day and time.
utcoffset	Return self.tzinfo.utcoffset(self).
utctimetuple	Return UTC time tuple, compatible with time.localtime().
weekday	Return the day of the week represented by the date.

isoformat