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Kaggle is an online community for data scientists and machine learning practitioners owned by Google.

4 votes
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Is numpy.corrcoef() enough to find correlation?

On a side note, I don't think correlation is the correct measure of relation for you to be using, since Survived is technically a binary categorical variable. "Correlation" measures used should depen …
bradS's user avatar
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1 vote

How to use the fillna method in a for loop

While replace is a valid approach, it can be inefficient and slow on a large scale - see this question. You should instead use map to encode NA as XX - perhaps something like this: na_data = ['Alley …
bradS's user avatar
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2 votes
Accepted

How to handle missing date data?

I suspect you're working with the Ames house price dataset - one of Kaggle's introductory competitions. Replacing the missing values with the dataset mean / median is very general. I believe you hav …
bradS's user avatar
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