35 analysis prep

[Juan-Mateos]

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Checklist:

• [ ] I have refactored my code out from notebooks/
• [ ] I have run flake8 and addressed any linter erors
• [ ] I have checked the code runs
• [ ] I have tested the code
• [ ] I have run pre-commit and addressed any issues not automatically fixed
• [ ] I have rebased onto dev (or merged any new changes from dev)
• [ ] I have documented the code
  • [ ] Major functions have docstrings
  • [ ] Appropriate information has been added to READMEs
• [ ] I have explained the feature in this PR or (better) in output/reports/
• [ ] I have requested a code review