The Tunisian Company of Electricity and Gas (STEG) is a public and a non-administrative company, it is responsible for delivering electricity and gas across Tunisia. The company suffered tremendous losses in the order of 200 million Tunisian Dinars due to fraudulent manipulations of meters by consumers.

Using the client’s billing history, the aim of the challenge is to detect and recognize clients involved in fraudulent activities.

The solution will enhance the company’s revenues and reduce the losses caused by such fraudulent activities. 

# Rules

## Teams and collaboration

You may participate in this competition as an individual or in a team of up to 2 people. 

Multiple accounts per user are not permitted, and neither is collaboration or membership across multiple teams. Individuals and their submissions originating from multiple accounts will be disqualified.

Code must not be shared privately outside of a team. 

## Datasets and packages

The solution must use publicly-available, open-source packages only. 

You may use only the datasets provided for this competition. Automated machine learning tools such as automl are not permitted.

The data used in this competition is the sole property of Zindi. You may upload, store and work with the data on any cloud platform such as Google Colab, AWS or similar, as long as 1) the data remains private and 2) doing so does not contravene Zindi’s rules of use.

Your solution must not infringe the rights of any third party.

## Submissions and winning

You may make a maximum of 15 submissions per day.