Introduction to statistics
Manchester University has an excellent Introduction to Statistics page, including levels of measurement, legitimate measures, charts and basic analysis, and frequency tables.
This resource can also help with understanding your data and describing your statistical data, including normal distribution, null hypothesis and research hypothesis, independent and dependent variables, independent and repeated measures, one-sided and two-sided tests, significance and p-values, parametric and non-parametric tests, and confidence intervals.
