This is pre-processed data of fraud detection in electricity and gas consumption obtained from Kaggle, an open-source website for data. There are two datasets. The first dataset is the pre-processed data where the duplicates and missing values have already been removed. The data had also been filtered to consist of only rows of data for electricity consumption, client category of 11, the counter coefficient is one and lastly, invoices dated in 2019 are included for model training.