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Wk7 final#17

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jlnsmith2001 wants to merge 18 commits intoprofproix:mainfrom
jlnsmith2001:wk7-final
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Wk7 final#17
jlnsmith2001 wants to merge 18 commits intoprofproix:mainfrom
jlnsmith2001:wk7-final

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PR for Assignment wk7 final submission

To fill out this PR template please replace any values that are capital letters in square brackets.

Timeline and Branches

Initial Submission Completed:
2/17

Initial Submission Branch:

https://github.com/jlnsmith2001/AD450Winter2026/blob/wk7-initial/week_7_data_cleaning_matrix.ipynb

Final Submission Completed:
2/20

Final Submission Branch:

https://github.com/jlnsmith2001/AD450Winter2026/blob/wk7-final/week_7_data_cleaning_matrix.ipynb

Learnings From Other Student's Presentation

although i didn't implement it, it was interesting to see how others cleaned their data regarding problem 5 or when cleaning the sales column removing unwanted strings such as commas or string letters

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