What are the most common measures of central tendency?

• What are the most common measures of central tendency? What information is provided by each of these measures and what do they tell us?
• How do these measures differ? How are they the same?
• What are the various measures of dispersion? What are each of these measures telling the researcher?
• What are the uses of these measures and what are their limitations?