✅ Giving positive feedback, This is really well structured — it's easy to follow., I like how you've handled the edge cases here., Great use of docstrings throughout — it makes the code very readable., The modular design here is clean and easy to test., I appreciate the clear inline comments in this section., 💬 Giving critical feedback softly, One thing I'd tweak is the variable naming in this section., I wonder if it might be clearer to split this into two functions., This is a minor point, but… the file path is hardcoded here., I noticed that… — would it be worth adding a check for null values?, Just a thought — have you considered using a pipeline object here?, 🔍 Asking a clarifying question, I'm not sure I follow the logic here — could you add a comment?, What was the reasoning behind choosing this threshold?, Is there a reason you're using a loop here instead of a vectorised operation?, Could you clarify what this variable represents?, 👂 Receiving feedback well, That's a useful point — I'll look into that., I hadn't thought of that — good catch., Thanks for flagging that — I can see what you mean., I'll take that on board., 🔄 Disagreeing politely with feedback, I see where you're coming from, though I think… because…, That's a fair point — my reasoning was… but I'm open to changing it., I considered that approach, but I went with this because…, I understand the concern — would it help if I added a comment explaining why?

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