Updating tutorials

[KingaMas]

Pull Request Template

Description

Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.

Fixes # (issue)

Type of change

Please delete options that are not relevant.

• [ x] Bug fix (non-breaking change which fixes an issue)

How Has This Been Tested?

Tutorial now runs

Reviewers

Checklist

• [ x] My code follows the style guidelines of this project
• [ x] I have performed a self-review of my own code
• [ x] I have commented my code, particularly in hard-to-understand areas
• [ x] I have made corresponding changes to the documentation
• [ x] My changes generate no new warnings
• [ x] I have added tests that prove my fix is effective or that my feature works
• [ x] New and existing unit tests pass locally with my changes
• [ x] Any dependent changes have been merged and published in downstream modules
• [ x] I have checked my code and corrected any misspellings

[coderabbitai]

Important

Review skipped

Review was skipped as selected files did not have any reviewable changes.

💤 Files selected but had no reviewable changes (1)

• docs/tutorials/filtering_icsd_oxidation_states.ipynb

You can disable this status message by setting the reviews.review_status to false in the CodeRabbit configuration file.

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 76.09%. Comparing base (05ba746) to head (e4ebdc0).
Report is 25 commits behind head on develop.

Additional details and impacted files

@@             Coverage Diff             @@
##           develop     #382      +/-   ##
===========================================
- Coverage    78.64%   76.09%   -2.56%     
===========================================
  Files           33       33              
  Lines         2749     2786      +37     
===========================================
- Hits          2162     2120      -42     
- Misses         587      666      +79     

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