ardazlata / customer-segmentation

Rule-Based Customer Segmentation

Rule Based Customer Segmentation

Gezinomi Dataset

Dropping the variables that are not needed and categorizing the SaleCheckInDiff variable

These variables were dropped because they would not be useful for our purposes. A new column created for categorizing SaleCheckInDiff.

Filling In Missing Values

Missing values were filled with the mean of other data that met the criteria for missing values. Thus every missing value has been filled according to their criteria.

Ourliers

Outliers found, reviewed and were replaced by the average of the "All Included" attribute. There are no outliers anymore.

Creating a Column For Level Based Segmenetation

Creating a Function

Example :