Financial

Financial

Alternative names: loan application

PKDD'99 Financial dataset contains 606 successful and 76 not successful loans along with their information and transactions.

Original source: lisp.vse.cz (BibTeX)

Versions

  • Financial (by Jan Motl)

    • add foreign key constrains, separate "rodne cislo" into date of birth and gender
  • Financial_ijs (by Janez Kranjc)

  • Financial_std (by Oliver Schulte)

Dataset details

Associated task:
Classification
Domain:
Financial
Data types:
Size:
78.8 MB
Count of tables:
8
Count of rows:
1,090,086
Count of columns:
55
Missing values:
Yes
Compound keys:
No
Loops:
Yes
Type:
Real
Instance count:
682
Target table:
loan
Target column:
status
Target ID:
account_id
Target timestamp:
date

How to download the dataset

The datasets are publicly available directly from MariaDB database.

  1. Open your favourite MariaDB client (MySQL Workbench works, but see FAQ)
  2. Use following credentials:
    • hostname: relational.fit.cvut.cz
    • port: 3306
    • username: guest
    • password: relational
  3. Export "financial" database (or other version of the dataset, if available) in your favourite format (e.g. CSV or SQL dump).