Data Cleaning

(1) Trim & clean your data

Upload your file here, the system will help you to perform:

Strip all column names if any;
Lower casee all column names if any;
Replace column names that contain spacing to "_" if any;
Drop duplicates if any

And then return a cleaned copy to you.

(2) Imputation: Replace Missing Values

Upload your file here, the system will help you to perform:

Impute mean respondingly if any missing values found;

And then return a cleaned copy to you.

(3) Label Encoding for Categorical Attributes

Upload your file here, the system will help you to perform:

Label encode categorical atttributes to numerical values;

And then return a cleaned copy to you.

(4) IQR: Remove Outliers

Upload your file here, the system will help you to perform:

Replace all outliers with IQR upper or lower boundaries;

And then return a cleaned copy to you.

Data Modelling

(1) What kind of task is the Modelling?