Stereotypes-in-LLMs/hiring-analyses-baseline-en

---
dataset_info:
features:
- name: candidate_id
dtype: string
- name: job_id
dtype: string
- name: CV
dtype: string
- name: Job Description
dtype: string
- name: Job Position
dtype: string
- name: lang
dtype: string
- name: protected_group
dtype: string
- name: protected_attr
dtype: string
- name: group_id
dtype: string
- name: decision
dtype: string
- name: feedback
dtype: string
- name: raw_ai_decision
dtype: string
splits:
- name: gender
num_bytes: 30225422
num_examples: 9000
- name: marital_status
num_bytes: 7592204
num_examples: 2250
- name: military_status
num_bytes: 7587716
num_examples: 2250
- name: religion
num_bytes: 13583610
num_examples: 4050
- name: name
num_bytes: 15130390
num_examples: 4500
- name: age
num_bytes: 9012532
num_examples: 2700
download_size: 5553658
dataset_size: 83131874
configs:
- config_name: default
data_files:
- split: gender
path: data/gender-*
- split: marital_status
path: data/marital_status-*
- split: military_status
path: data/military_status-*
- split: religion
path: data/religion-*
- split: name
path: data/name-*
- split: age
path: data/age-*
license: cc-by-4.0
---

原始信息汇总

数据集概述

数据特征

• candidate_id: 字符串类型
• job_id: 字符串类型
• CV: 字符串类型
• Job Description: 字符串类型
• Job Position: 字符串类型
• lang: 字符串类型
• protected_group: 字符串类型
• protected_attr: 字符串类型
• group_id: 字符串类型
• decision: 字符串类型
• feedback: 字符串类型
• raw_ai_decision: 字符串类型

数据分割

• gender: 30225422 字节, 9000 个样本
• marital_status: 7592204 字节, 2250 个样本
• military_status: 7587716 字节, 2250 个样本
• religion: 13583610 字节, 4050 个样本
• name: 15130390 字节, 4500 个样本
• age: 9012532 字节, 2700 个样本

数据大小

• 下载大小: 5553658 字节
• 数据集大小: 83131874 字节

配置

• default 配置包含以下数据文件:
  • gender: data/gender-*
  • marital_status: data/marital_status-*
  • military_status: data/military_status-*
  • religion: data/religion-*
  • name: data/name-*
  • age: data/age-*

许可证

• cc-by-4.0