license:mit size_categories:n<1K format:csv modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# GamingSessionAnalysis

tags: gaming, gameplay patterns, user retention

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'GamingSessionAnalysis' dataset is designed to help ML practitioners understand user behavior in online gaming environments. The dataset contains information about individual gaming sessions, including various features that might influence user retention and gameplay patterns. Each row in the dataset represents a unique gaming session, with features such as session duration, in-game actions, and outcomes, which can be used to predict user engagement and retention.

**CSV Content Preview:**

```csv
session_id,user_id,session_start,session_end,total_duration,avg_fps,actions_per_minute,level_reached,in_lobby_time,first_game_played,new_user,label
1001,A23,2023-01-01 14:30:00,2023-01-01 16:45:00,135,60,45,3,00:05:00,CastleQuest,0,New_User
1002,B19,2023-01-02 10:15:00,2023-01-02 11:50:00,115,55,38,2,00:15:00,SpaceExplorer,1,Churn_Risk
1003,C07,2023-01-03 09:00:00,2023-01-03 10:30:00,90,62,32,1,00:00:00,RacingDuel,0,Engaged
1004,D05,2023-01-04 17:20:00,2023-01-04 18:05:00,45,75,20,4,00:03:00,PuzzleMania,0,Engaged
1005,E12,2023-01-05 20:10:00,2023-01-05 22:00:00,100,58,50,5,00:00:00,ArcadeKing,1,Churn_Risk
```

Each label 'New_User' indicates a user who has just started playing the game, and 'Churn_Risk' is used for users who have shown signs of potential disengagement or have a lower average session duration.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'user behavior':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=user+behavior&dataset=GamingSessionAnalysis&tags=gaming,+gameplay+patterns,+user+retention
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
