The data used corresponds to data from the Continuous Household Survey of Northern Ireland which is conducted year round with approximately 300 household surveyed per month. The survey asks for information about dwelling, health, education, employment and welfare payments. To estimate the electricity demand, a regression model is used accounting for electricity price, household income, and variables influencing the electricity consumption such as weather, characteristics of the home and of the household, type of heating and appliances used.