- Spark ML
We have statistics on user sessions, where some of them are web crawlers, we need to identificate such sessions to prevent bot activity.
| Field | Description |
|---|---|
| session_id | ID of user session |
| user_type | User type: authorized or guest |
| duration | Session duration in secs |
| platform | User platform: web, ios, android |
| item_info_events | Number of product information views per session |
| select_item_events | Number of product selects per session |
| make_order_events | Number of product orders per session |
| events_per_min | Average number of events per minutes for session |
| is_bot | Field is for model training and evaluation where 0 is user, 1 is bot |