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[FAQ Bot] NEW: Why are there still missing values after I use fillna() in Pandas? - #414

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✨ FAQ NEW

Course: machine-learning-zoomcamp
Section: module-2 (This is a data preprocessing / cleaning behavior in the ML workflow, which best fits Module 2’s regression/data preparation context rather than evaluation metrics or classification-only topics.)
Related Issue: #413

Question

Why are there still missing values after I use fillna() in Pandas?

Decision Rationale

No existing FAQ directly addresses why fillna() appears to do nothing due to Pandas returning a modified copy when the result isn’t assigned back.

Placement Details

  • Section ID: module-2
  • Sort Order: End of section
  • Filename Slug: pandas-fillna-missing-values-not-updated

🤖 Generated by FAQ Bot

Closes #413

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[FAQ] Module 1: Why are there still missing values after I use the fillna() method?

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