# German
The [German dataset](https://archive.ics.uci.edu/ml/datasets/Statlog+%28German+Credit+Data%29) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
Dataset on loan grants to customers.


# Configurations and tasks
| **Configuration** | **Task**                  | Description                                                     |
|-------------------|---------------------------|-----------------------------------------------------------------|
| encoding          |                           | Encoding dictionary showing original values of encoded features.|
| loan              | Binary classification     | Has the loan request been accepted?                             |   

# Usage
```python
from datasets import load_dataset

dataset = load_dataset("mstz/german", "loan")["train"]
```

# Features
|**Feature**                         |**Type**   |
|------------------------------------|-----------|
|`checking_account_status`           | `int8`    |
|`account_life_in_months`            | `int8`    |
|`credit_status`                     | `int8`    |
|`loan_purpose`                      | `string`  |
|`current_credit`                    | `int32`   |
|`current_savings`                   | `int8`    |
|`employed_since`                    | `int8`    |
|`installment_rate_percentage`       | `int8`    |
|`sex`                               | `int8`    |
|`marital_status`                    | `string`  |
|`guarantors`                        | `int8`    |
|`years_living_in_current_residence` | `int8`    |
|`age`                               | `int8`    |
|`installment_plans`                 | `string`  |
|`housing_status`                    | `int8`    |
|`nr_credit_accounts_in_bank`        | `int8`    |
|`job_status`                        | `int8`    |
|`number_of_people_in_support`       | `int8`    |
|`has_registered_phone_number`       | `int8`    |
|`is_foreign`                        | `int8`    |
task_categories:tabular-classification size_categories:n<1K language:en license:cc breast tabular_classification binary_classification region:us
{"language": ["en"], "license": "cc", "size_categories": ["n<1K"], "task_categories": ["tabular-classification"], "pretty_name": "German", "tags": ["breast", "tabular_classification", "binary_classification"], "configs": ["encoding", "loan"]}
TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #breast #tabular_classification #binary_classification #region-us 

German
======


The German dataset from the UCI ML repository.
Dataset on loan grants to customers.


Configurations and tasks
========================


Configuration: encoding, Task: , Description: Encoding dictionary showing original values of encoded features.
Configuration: loan, Task: Binary classification, Description: Has the loan request been accepted?


Usage
=====


Features
========




TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #breast #tabular_classification #binary_classification #region-us 
