Data exploration as a process -- The nature of the world and its impact on data preparation -- Data preparation as a process -- Getting the data: basic preparation -- Sampling, variability and confidence -- Handling nonnumerical variables -- Normalizating and redistributing variables -- Replacing missing and empty values -- Series variables -- Preparing the data set -- The data survey -- Using prepared data

1. Database management
2. Data mining
3. Electronic data processing -- Data preparation