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:
94.1 MB
Count of tables:
8
Count of rows:
1,083,274
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 MySQL database.

  1. Open your favourite MySQL client (for example MySQL Workbench)
  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).