30 lines
640 B
Markdown
30 lines
640 B
Markdown
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# **Numerical data analysis and process tools**
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### **Project Description**:
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- Numerical data correlation analysis and processing, using image visualization to help understanding.
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#### Numerical analysis tools part
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- Spearman_correlation is to determine whether there is a Monotonic component between two features,
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which can be apply only for non_linear relationship and ordinal data.
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#### Numercial process tools part
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- Detecting outlier by using the Interquartile range(IQR).
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- When highly correlated features will be used to remove.
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#### How to use the tools
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Input an only numerical data (data type:DataFrame).
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