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Clean code tip in Python:

Avoid naive datetime objects — always use those that consider the time zone.

Work with them in UTC, and show the user only in their local timezone.

import datetime
from zoneinfo import ZoneInfo

# BAD
now = datetime.datetime.now()

print(now.isoformat())
# 2025-10-21T15:03:07.332217

# GOOD
now = datetime.datetime.now(tz=ZoneInfo("UTC"))
print(now.isoformat())
# 2025-10-21T12:04:22.573590+00:00

print(now.astimezone().isoformat())
# 2025-10-21T15:04:22.573590+03:00

👉  @DataScience4

Python Notes 🌟🌟🌟🌟🌟

#python

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