This is the source code of my PhD project 'Application of Data Mining techniques to analyse and forecast water demand using smart metering data'. It is based on data from a UK case study, including time-series of water consumption from 2,000 households over 3 years, weather data, as well as metadata (household and customer characteristics). All data is confidential and could not become available.
It's divided into 3 folders:
1_import_clean: These are the scripts for importing and processing the data. 2_statistical_analysis: Statistical analysis of the results, including the corresponding plots. 3_demand_forecasting