Python Pandas Timestamp.tz Attribute

What is Timestamp?

A timestamp is a sequence of characters or encoded information that identifies when a particular event occurred, typically providing the date and time of day, and can be accurate to a fraction of a second.

The timestamp method is used for a variety of synchronization purposes, including assigning a sequence order to a multievent transaction so that the transaction can be canceled if a fault occurs. A timestamp can also be used to record time in reference to a specific starting point in time.

Uses of Timestamp:

Timestamps are used to maintain track of information stored online or on a computer. A timestamp indicates when data was generated, shared, modified, or removed.

Here are some examples of how timestamps can be used:

  • A timestamp in a computer file indicates when the file was last modified.
  • Photographs with digital cameras have timestamps that show the date and time of day they were taken.
  • The date and time of the post are included in social media posts.
  • Timestamps are used in online chat and instant messages to record the date and time that a message was delivered, received, or viewed.
  • Timestamps are used in blockchain blocks to confirm the validity of transactions, such as those involving cryptocurrencies.
  • To secure the integrity and quality of data, data management relies on timestamps.
  • Timestamps are used in digital contracts and digital signatures to signify when a document was signed.

Pandas Timestamp.tz Attribute:

The Timestamp.tz attribute of the Pandas module is used to determine the timezone of the given Timestamp object. It returns None if the timezone isn’t provided.

Syntax:

 Timestamp.tz

Parameters: It has no arguments

Return Value:

The timezone of the given Timestamp object is returned by the Timestamp.tz attribute of the Pandas module.

Pandas Timestamp.tz Attribute in Python

Example1

Here, the Timestamp.tz attribute returns ’Asia/Kolkata’,  representing that the time in the given Timestamp object is based on the ’Asia/Kolkata’ timezone.

Approach:

  • Import pandas module using the import keyword.
  • Pass some random year, month, day, hour, minute, tz =’Asia/Kolkata’ (Timezone) as the arguments to the Timestamp() function of the pandas module to get the Timestamp object
  • Print the above-obtained Timestamp object
  • Apply tz attribute on the above Timestamp object to get the timezone value of the given Timestamp object.
  • The Exit of the Program.

Below is the implementation:

# Import pandas module using the import keyword.
import pandas as pd
  
# Pass some random year, month, day, hour, minute, tz ='Asia/Kolkata'
# (Timezone) as the arguments to the Timestamp() function of the
# pandas module to get the Timestamp object
time_stamp_obj = pd.Timestamp(year = 2015,  month = 6, day = 26, hour = 7, 
                            minute = 12, tz = 'Asia/Kolkata')
  
# Print the above obtained Timestamp object
print("The above obtained Timestamp object:", time_stamp_obj)
# Apply tz attribute on the above Timestamp object to get the 
# timezone value of the given Timestamp object.
print("The timezone value of the given Timestamp object:")
time_stamp_obj.tz

Output:

The above obtained Timestamp object: 2015-06-26 07:12:00+05:30
The timezone value of the given Timestamp object:
<DstTzInfo 'Asia/Kolkata' IST+5:30:00 STD>

Example2

Here, the Timestamp.tz attribute returns ‘Brazil/East’,  representing that the time in the given Timestamp object is based on the ‘Brazil/East’ timezone.

Approach:

  • Import pandas module using the import keyword.
  • Pass some random year, month, day, hour, minute, tz =’Brazil/East’ (Timezone) as the arguments to the Timestamp() function of the pandas module to get the Timestamp object
  • Print the above-obtained Timestamp object
  • Apply tz attribute on the above Timestamp object to get the timezone value of the given Timestamp object.
  • The Exit of the Program.

Below is the implementation:

# Import pandas module using the import keyword.
import pandas as pd
  
# Pass some random year, month, day, hour, minute, tz ='Brazil/East'
# (Timezone) as the arguments to the Timestamp() function of the
# pandas module to get the Timestamp object
time_stamp_obj = pd.Timestamp(year = 2021,  month = 4, day = 12, hour = 2, 
                            minute = 44, tz = 'Brazil/East')
  
# Print the above obtained Timestamp object
print("The above obtained Timestamp object:", time_stamp_obj)
# Apply tz attribute on the above Timestamp object to get the 
# timezone value of the given Timestamp object.
print("The timezone value of the given Timestamp object:")
time_stamp_obj.tz

Output:

The above obtained Timestamp object: 2021-04-12 02:44:00-03:00
The timezone value of the given Timestamp object:
<DstTzInfo 'Brazil/East' -03-1 day, 21:00:00 STD>