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Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.

1 vote

why One-Hot Encoder can avoid the situation that the model will misunderstand the data to be...

From the blog, one hot encoding resolves the issue by explicitly showing that 1 category is true, while all others are false (1 vs 0). One column is turned into 3 columns which describe all categories …
Sterls's user avatar
  • 160
1 vote

No target variable in my data

I didn't have enough room in the comments so I'm responding here. I don't think you'll provide anything useful if you build models to predict any of the columns in your sample. However, your descri …
Sterls's user avatar
  • 160