---
task_categories:
- feature-extraction
language:
- en
tags:
- sociology
- psychology
- social media
pretty_name: MBTI personality
---

This dataset include **85462** Users profiles with MBTI personality traits from [Personality Cafe](https://www.personalitycafe.com/), , with the following information:

- Usernames
- MBTI types
- Gender
- Followers
- Self-descriptions (About section)
- Sexual orientation
- Enneagram Type

There is a small version of this dataset of 17,000 users with integrated personalties, you can find it at the [Github](https://github.com/ZhiyaoShu/LLM-HGNN-MBTI)

🌹Please Cite Our Work If Helpful:

Thanks! / 谢谢! / ありがとう! / merci! / 감사! / Danke! / спасибо! / gracias! ...

```
@inproceedings{shu2024llm,
  title={When LLM Meets Hypergraph: A Sociological Analysis on Personality via Online Social Networks},
  author={Shu, Zhiyao and Sun, Xiangguo and Cheng, Hong},
  booktitle={Proceedings of the 33th ACM international conference on information \& knowledge management (CIKM)},
  year={2024}
}
```
Works related to this dataset and graph with social personality analysis:
```
@article{sun2023self,
  title={Self-supervised hypergraph representation learning for sociological analysis},
  author={Sun, Xiangguo and Cheng, Hong and Liu, Bo and Li, Jia and Chen, Hongyang and Xu, Guandong and Yin, Hongzhi},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  volume={35},
  number={11},
  pages={11860--11871},
  year={2023},
  publisher={IEEE}
}
```
```
@article{sun2022your,
  title={In your eyes: Modality disentangling for personality analysis in short video},
  author={Sun, Xiangguo and Liu, Bo and Ai, Liya and Liu, Danni and Meng, Qing and Cao, Jiuxin},
  journal={IEEE Transactions on Computational Social Systems},
  volume={10},
  number={3},
  pages={982--993},
  year={2022},
  publisher={IEEE}
}
```
```
@article{sun2020group,
  title={Group-level personality detection based on text generated networks},
  author={Sun, Xiangguo and Liu, Bo and Meng, Qing and Cao, Jiuxin and Luo, Junzhou and Yin, Hongzhi},
  journal={World Wide Web},
  volume={23},
  pages={1887--1906},
  year={2020},
  publisher={Springer}
}
```
```
@inproceedings{sun2018personality,
  title={Who am I? Personality detection based on deep learning for texts},
  author={Sun, Xiangguo and Liu, Bo and Cao, Jiuxin and Luo, Junzhou and Shen, Xiaojun},
  booktitle={2018 IEEE international conference on communications (ICC)},
  pages={1--6},
  year={2018},
  organization={IEEE}
}
```