Fix get_tags() method

[gabegma]

Description:

• Major issue that I introduced a while ago: get_tags() could take minutes now to compute on bigger datasets. This will fix a major bug where the app would no longer load on bigger datasets.
• You can see the profiling before and after.
  logs_before.txt
  logs.txt

Checklist

You should check all boxes before the PR is ready. If a box does not apply, check it to acknowledge it.

• ISSUE NUMBER. You linked the issue number (Ex: Resolve #XXX).
• PRE-COMMIT. You ran pre-commit on all commits, or else, you
  ran pre-commit run --all-files at the end.
• USER CHANGES. The changes are added to CHANGELOG.md and the documentation, if they impact
  our users.
• DEV CHANGES.
  • Update the documentation if this PR changes how to develop/launch on the app.
  • Update the README files and our wiki for any big design decisions, if relevant.
  • Add unit tests, docstrings, typing and comments for complex sections.

[JosephMarinier]

Wow! Good catch! Thank you very much!