Please note, this is a STATIC archive of website www.w3resource.com from 19 Jul 2022, cach3.com does not collect or store any user information, there is no "phishing" involved.
w3resource

Pandas: Time zone information from a Time series data

Pandas Time Series: Exercise-19 with Solution

Write a Pandas program to remove the time zone information from a Time series data.

Sample Solution:

Python Code :

import pandas as pd
date1 = pd.Timestamp('2019-01-01', tz='Europe/Berlin')
date2 = pd.Timestamp('2019-01-01', tz='US/Pacific')
date3 = pd.Timestamp('2019-01-01', tz='US/Eastern')
print("Time series data with time zone:")
print(date1)
print(date2)
print(date3)
print("\nTime series data without time zone:")
print(date1.tz_localize(None))
print(date2.tz_localize(None))
print(date3.tz_localize(None))

Sample Output:

Time series data with time zone:
2019-01-01 00:00:00+01:00
2019-01-01 00:00:00-08:00
2019-01-01 00:00:00-05:00

Time series data without time zone:
2019-01-01 00:00:00
2019-01-01 00:00:00
2019-01-01 00:00:00

Python Code Editor:


Have another way to solve this solution? Contribute your code (and comments) through Disqus.

Previous: Write a Pandas program to create a time series object with a time zone.
Next: Write a Pandas program to subtract two timestamps of same time zone or different time zone.

What is the difficulty level of this exercise?

Test your Programming skills with w3resource's quiz.



Python: Tips of the Day

Find current directory and file's directory:

To get the full path to the directory a Python file is contained in, write this in that file:

import os 
dir_path = os.path.dirname(os.path.realpath(__file__))

(Note that the incantation above won't work if you've already used os.chdir() to change your current working directory, since the value of the __file__ constant is relative to the current working directory and is not changed by an os.chdir() call.)

To get the current working directory use

import os
cwd = os.getcwd()

Documentation references for the modules, constants and functions used above:

  • The os and os.path modules.
  • The __file__ constant
  • os.path.realpath(path) (returns "the canonical path of the specified filename, eliminating any symbolic links encountered in the path")
  • os.path.dirname(path) (returns "the directory name of pathname path")
  • os.getcwd() (returns "a string representing the current working directory")
  • os.chdir(path) ("change the current working directory to path")

Ref: https://bit.ly/3fy0R6m