metadata
license: cc0-1.0
dataset_info:
features:
- name: Age
dtype: int64
- name: Sex
dtype: string
- name: Job
dtype: int64
- name: Housing
dtype: string
- name: Saving accounts
dtype: string
- name: Checking account
dtype: string
- name: Credit amount
dtype: int64
- name: Duration
dtype: int64
- name: Purpose
dtype: string
- name: Risk
dtype: string
splits:
- name: train
num_bytes: 85728
num_examples: 1000
download_size: 13955
dataset_size: 85728
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
language:
- en
pretty_name: german-credit-data
size_categories:
- n<1K
German Credit Data
Overview
This dataset has information about 1000 individuals regarding their credit scores (bad = 0, good = 1), all set as a binary classification problem.
Dataset Details
The dataset is a smaller version of the original dataset. This data originally came from Statlog (German Credit Data)
- Dataset Name: German Credit Risk - With Target)
- Language: English
- Total Size: 1000
Contents
The dataset consists of a data frame with the following columns:
- Age [int64]
- Sex [string]
- Job [int64]
- Housing [string]
- Saving accounts [string]
- Checking account [string]
- Credit amount [int64]
- Duration [int64]
- Purpose [string]
- Risk [string]
How to use
from datasets import load_dataset
dataset = load_dataset("AiresPucrs/german-credit-data", split = 'train')
License
The German Credit Risk dataset is licensed under the Creative Commons License CC0 1.0 Universal.