Statistics, derived from Latin, Italian, and German terms meaning 'political state', involves principles for collecting and interpreting numerical data. It includes features such as aggregation of facts, numerical expression, and reasonable accuracy, while facing limitations like the inability to study individual units. Statistics is essential for drawing meaningful conclusions from related and comparable data in various fields of inquiry.