Kmean on real dataset
Content list
The dataset contains information on clickstream from online store offering clothing for pregnant women
| Name | type | Description |
|---|---|---|
| Year | Date | 2008 |
| Month | Date | From April to August |
| Order | Integer | Sequence of clicks during one session |
| Country | Categorical | Variable indicating the country of origin of the IP address |
| Session ID | Integer | Variable indicating session ID (short record) |
| Page 1 (main category) | Categorical | Concerns the main product category |
| Page 2 (clothing model) | Categorical | Contains information about the code for each group (217 product) |
| Colour | Categorical | Colour of product |
| Location | Categorical | Photo location on the page, the screen has been dividend into six part |
| Model photography | Categorical | Variable with two categories |
| Price | Integer | Price in USD |
| Price 2 | Binary | Variable informing whether the price of a particular product is higher than the average price for the entire product category |
| Page | Integer | Page number within the e-store website (1-5) |
There are two Feature to notice that clothing model and price
K-means