# **Numerical data analysis and process tools**


###  **Project Description**: 
 
- Numerical data correlation analysis and processing, using image visualization to help understanding.

 

####  Numerical analysis tools part 

- Spearman_correlation is to determine whether there is a Monotonic component between two features,
which can be apply only for non_linear relationship and ordinal data.

#### Numercial process tools part 

- Detecting outlier by using the Interquartile range(IQR).
- When highly correlated features will be used to remove.



#### How to use the tools 

Input an only numerical data (data type:DataFrame).