The qualitative survey analysis script is complete and functioning; it now needs a focused Python code review. The sole objective is to assess—and, where practical, improve—code readability and structure while aligning every edit with the Google Python Style Guide. Expect to examine functions that clean open-ended text, classify themes, and export results. Runtime behaviour is stable, so deep algorithmic changes are unnecessary; instead, identify stylistic inconsistencies, unclear naming, and sections that would benefit from refactoring or clearer encapsulation. Deliverables • A concise review report (Markdown or PDF) that points to specific lines or modules, explains each readability/structure issue, and references the relevant Google guideline section. • Updated code files or patch diff showing the recommended changes, with comments that explain the rationale so they can be merged confidently. Acceptance criteria – All highlighted issues are tied to concrete style-guide rules or widely accepted readability practices. – Refactored code runs without breaking current outputs (a quick sanity test script is included in the repo). – No new dependencies are introduced. The repository is on GitHub; access will be granted once the project begins. Let me know if any clarification is needed before you dive in.