jlh/uci-census-income-94

---
dataset_info:
features:
- name: age
dtype: string
- name: class_of_worker
dtype: int64
- name: detailed_industry_recode
dtype: int64
- name: detailed_occupation_recode
dtype: string
- name: education
dtype: int64
- name: wage_per_hour
dtype: string
- name: enroll_in_edu_inst_last_wk
dtype: string
- name: marital_stat
dtype: string
- name: major_industry_code
dtype: string
- name: major_occupation_code
dtype: string
- name: race
dtype: string
- name: hispanic_origin
dtype: string
- name: sex
dtype: string
- name: member_of_a_labor_union
dtype: string
- name: reason_for_unemployment
dtype: string
- name: full_or_part_time_employment_stat
dtype: int64
- name: capital_gains
dtype: int64
- name: capital_losses
dtype: int64
- name: dividends_from_stocks
dtype: string
- name: tax_filer_stat
dtype: string
- name: region_of_previous_residence
dtype: string
- name: state_of_previous_residence
dtype: string
- name: detailed_household_and_family_stat
dtype: string
- name: detailed_household_summary_in_household
dtype: float64
- name: migration_code-change_in_msa
dtype: string
- name: migration_code-change_in_reg
dtype: string
- name: migration_code-move_within_reg
dtype: string
- name: live_in_this_house_1_year_ago
dtype: string
- name: migration_prev_res_in_sunbelt
dtype: string
- name: num_persons_worked_for_employer
dtype: int64
- name: family_members_under_18
dtype: string
- name: country_of_birth_father
dtype: string
- name: country_of_birth_mother
dtype: string
- name: country_of_birth_self
dtype: string
- name: citizenship
dtype: string
- name: own_business_or_self_employed
dtype: int64
- name: fill_inc_questionnaire_for_veteran's_admin
dtype: string
- name: veterans_benefits
dtype: int64
- name: weeks_worked_in_year
dtype: int64
- name: year
dtype: int64
- name: income
dtype:
class_label:
names:
'0': ' - 50000.'
'1': ' 50000+.'
splits:
- name: train
num_bytes: 129952005
num_examples: 199523
download_size: 7989520
dataset_size: 129952005
---
# Dataset Card for "uci-census-income-94"

[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

原始信息汇总

数据集概述

数据集名称

uci-census-income-94

数据集特征

• age: 字符串类型
• class_of_worker: 整数类型 (int64)
• detailed_industry_recode: 整数类型 (int64)
• detailed_occupation_recode: 字符串类型
• education: 整数类型 (int64)
• wage_per_hour: 字符串类型
• enroll_in_edu_inst_last_wk: 字符串类型
• marital_stat: 字符串类型
• major_industry_code: 字符串类型
• major_occupation_code: 字符串类型
• race: 字符串类型
• hispanic_origin: 字符串类型
• sex: 字符串类型
• member_of_a_labor_union: 字符串类型
• reason_for_unemployment: 字符串类型
• full_or_part_time_employment_stat: 整数类型 (int64)
• capital_gains: 整数类型 (int64)
• capital_losses: 整数类型 (int64)
• dividends_from_stocks: 字符串类型
• tax_filer_stat: 字符串类型
• region_of_previous_residence: 字符串类型
• state_of_previous_residence: 字符串类型
• detailed_household_and_family_stat: 字符串类型
• detailed_household_summary_in_household: 浮点数类型 (float64)
• migration_code-change_in_msa: 字符串类型
• migration_code-change_in_reg: 字符串类型
• migration_code-move_within_reg: 字符串类型
• live_in_this_house_1_year_ago: 字符串类型
• migration_prev_res_in_sunbelt: 字符串类型
• num_persons_worked_for_employer: 整数类型 (int64)
• family_members_under_18: 字符串类型
• country_of_birth_father: 字符串类型
• country_of_birth_mother: 字符串类型
• country_of_birth_self: 字符串类型
• citizenship: 字符串类型
• own_business_or_self_employed: 整数类型 (int64)
• fill_inc_questionnaire_for_veterans_admin: 字符串类型
• veterans_benefits: 整数类型 (int64)
• weeks_worked_in_year: 整数类型 (int64)
• year: 整数类型 (int64)
• income: 分类标签，包含两个类别：
  • 0: - 50000.
  • 1: 50000+.

数据集分割

• train: 训练集
  • 数据大小: 129952005 字节
  • 样本数量: 199523

数据集大小

• 下载大小: 7989520 字节
• 数据集总大小: 129952005 字节