Data · dataset · 2016
Credit Card Fraud Detection
Listed in BERD@NFDI Data Portal
The dataset contains transactions made by credit cards in September 2013 by European cardholders.
Description
This dataset presents transactions that occurred in two days, where we have 492 frauds out of 284,807 transactions. The dataset is highly unbalanced, the positive class (frauds) account for 0.172% of all transactions.
The dataset is 0.15 GB large. The dataset has been collected and analysed during a research collaboration of Worldline and the Machine Learning Group ( mlg.ulb.ac.be ) of ULB (Université Libre de Bruxelles) on big data mining and fraud detection.
Links
Where it is published
- BERD@NFDI Data Portal record berd-platform.de/records/qcqqe-g6q16 ↗
landing page · from berd platform de
Catalogue records · 1
- InvenioRDM API berd-platform.de/api/records/qcqqe-g6q16 ↗
metadata API · from berd platform de
Topics
- From keywords
- Economics & Finance · Finance · Social Science
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| BERD@NFDI Data Portal | qcqqe-g6q16 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].anzsrc:field:350202 | mapping · berd platform de | vocabulary-mapper@1.0.0 | keywords['Finance'] |
| concepts[field].local:field:economics-finance | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:social-science | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:crime | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:finance | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| description | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/description |
| publication_date | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| title | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/title |
| updated_date | source · berd platform de | connector:berd_platform_de@1.0.0 |