
Visualise and analyse public procurement data
An online toolkit exploring public spending and tender data to make public procurement more efficient and transparent.
Behind the toolkit

DATA SCIENCE
Complex analysis of transaction data and corresponding meta data.

METHODOLOGY
Data models that encode and identify unusual patterns.

INSIGHTS
Anomaly detection in the flow of money and tenders.
Methods of impact
Assessment of structural defect, illicit management, abuse of functions, unfair competitiveness, and clientelism or some form of direct corruption. Measurement of transparency, corruption risk and administrative equality.

Identification of rare events or unexpected bursts in activity.
Identification of rare events or unexpected bursts in activity.
Identification of rare events or unexpected bursts in activity.
Identification of rare events or unexpected bursts in activity.


Identification of rare events or unexpected bursts in activity.
Identification of rare events or unexpected bursts in activity.