This document discusses the importance of statistics in research and the proper treatment of data. It notes that statistics are the backbone of research and help organize data in tables and graphs to guide meaningful interpretations. The document outlines the data analysis process and different levels of measurement for variables. It provides a matrix for statistical treatment of different types of data and describes common statistical operations like measures of central tendency, variance, correlation, and statistical tests. Dangers of misusing statistics are also discussed.