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.
The data provided by STEG is composed of two files. The first one is comprised of client data and the second one contains billing history from 2005 to 2019.
You can find the data in this here just you need to unzip files.
The WorkSpace.py is a local librairy of EDA to make my notebook prettier.