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
---

# UnityGameUserProfiles

tags: Player, Profiling, Classification

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

**Dataset Description:**

The 'UnityGameUserProfiles' dataset contains a collection of user profiles for a variety of Unity-based games. It is aimed at helping ML practitioners analyze player behavior and preferences, assist in user segmentation, and improve game personalization. Each profile includes a description of the user's in-game actions, their gameplay style, and a classification of their in-game preferences and skill levels. The dataset is annotated with labels that describe the user's engagement and proficiency in the game, which could be useful for training classification models to predict user retention, identify at-risk players, or tailor game content.

**CSV Content Preview:**

```csv
UserID,UserName,GameTitle,GamePlayTime,LevelsCompleted,In-GamePurchases,Classification
001,PlayerOne,SkyFighters,3.2,5,2,${"Engaged Casual"}
002,GamerX23,UnderwaterQuest,5.7,10,0,${"Engaged Hardcore"}
003,NewbieSam,ArcaneMages,1.5,2,0,${"Inexperienced Casual"}
004,LaraAnderson,MysticForest,7.1,8,3,${"Engaged Casual"}
005,RogueWarrior,ShadowCraft,2.8,3,1,${"Inexperienced Hardcore"}
```

The labels used in the 'Classification' column represent a general categorization of the player's engagement level and game proficiency. These categories are invented for the purpose of this example and can be further refined based on the specific requirements of the ML practitioner.

**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 'unity game':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=unity+game&dataset=UnityGameUserProfiles&tags=Player,+Profiling,+Classification
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
