---
dataset_info:
- config_name: opinion
  features:
  - name: question
    dtype: string
  - name: selections
    struct:
    - name: Andorra
      list: float64
    - name: Argentina
      list: float64
    - name: Armenia
      list: float64
    - name: Australia
      list: float64
    - name: Bangladesh
      list: float64
    - name: Bolivia
      list: float64
    - name: Brazil
      list: float64
    - name: Canada
      list: float64
    - name: Chile
      list: float64
    - name: Colombia
      list: float64
    - name: Cyprus
      list: float64
    - name: Czechia
      list: float64
    - name: Ecuador
      list: float64
    - name: Ethiopia
      list: float64
    - name: Germany
      list: float64
    - name: Greece
      list: float64
    - name: Guatemala
      list: float64
    - name: Hong Kong SAR
      list: float64
    - name: India
      list: float64
    - name: Indonesia
      list: float64
    - name: Japan
      list: float64
    - name: Kenya
      list: float64
    - name: Libya
      list: float64
    - name: Malaysia
      list: float64
    - name: Maldives
      list: float64
    - name: Mexico
      list: float64
    - name: Mongolia
      list: float64
    - name: Morocco
      list: float64
    - name: Netherlands
      list: float64
    - name: New Zealand
      list: float64
    - name: Nicaragua
      list: float64
    - name: Nigeria
      list: float64
    - name: Peru
      list: float64
    - name: Philippines
      list: float64
    - name: Puerto Rico
      list: float64
    - name: Romania
      list: float64
    - name: Russia
      list: float64
    - name: Serbia
      list: float64
    - name: Singapore
      list: float64
    - name: Slovakia
      list: float64
    - name: South Korea
      list: float64
    - name: Taiwan ROC
      list: float64
    - name: Tajikistan
      list: float64
    - name: Thailand
      list: float64
    - name: Tunisia
      list: float64
    - name: Turkey
      list: float64
    - name: Ukraine
      list: float64
    - name: United States
      list: float64
    - name: Venezuela
      list: float64
    - name: Zimbabwe
      list: float64
  - name: options
    list: string
  - name: source
    dtype: string
  splits:
  - name: train
    num_bytes: 204742
    num_examples: 300
  download_size: 120595
  dataset_size: 204742
- config_name: persona
  features:
  - name: Country
    dtype: string
  - name: Language
    dtype: string
  - name: Count
    dtype: int64
  - name: Participants
    list:
    - name: Age
      dtype: int64
    - name: Education Level
      dtype: string
    - name: Gender
      dtype: string
    - name: Marital Status
      dtype: string
    - name: Occupational Group
      dtype: string
    - name: Political Preference
      dtype: string
    - name: Religion
      dtype: string
    - name: Social Class
      dtype: string
  splits:
  - name: train
    num_bytes: 6486294
    num_examples: 50
  download_size: 195709
  dataset_size: 6486294
configs:
- config_name: opinion
  data_files:
  - split: train
    path: opinion/train-*
- config_name: persona
  data_files:
  - split: train
    path: persona/train-*
---
# MAPS: Multilingual Agent Perspective Survey

Check out our Multilingual Society Simulation research paper at [arXiv](https://arxiv.org/pdf/2512.07195), and code implementation at [GitHub](https://github.com/magicgh/MASim).

## Get Started
```py
from datasets import load_dataset

def load_global_opinions_question():
    ds = load_dataset("magicgh/MAPS", "opinion", split="train")
    return ds

def load_global_opinions_persona():
    ds = load_dataset("magicgh/MAPS", "persona", split="train")
    return ds
```

## Citation
```
@article{masim,
  title={MASim: Multilingual Agent-Based Simulation for Social Science},
  author={Zhang, Xuan and Zhang, Wenxuan and Wang, Anxu and Ng, See-Kiong and Deng, Yang},
  journal={arXiv preprint arXiv:2512.07195},
  year={2025}
}
```