If the data set has a mean of 30 and a median of 25, what does this indicate?

Practice Questions

Q1
If the data set has a mean of 30 and a median of 25, what does this indicate?
  1. Data is symmetrical
  2. Data is positively skewed
  3. Data is negatively skewed
  4. Data is uniform

Questions & Step-by-Step Solutions

If the data set has a mean of 30 and a median of 25, what does this indicate?
  • Step 1: Understand what mean and median are. The mean is the average of all numbers, and the median is the middle number when all numbers are arranged in order.
  • Step 2: Identify the values given in the question. The mean is 30 and the median is 25.
  • Step 3: Compare the mean and median. Since 30 (mean) is greater than 25 (median), this indicates a certain distribution of the data.
  • Step 4: Learn about data skewness. If the mean is greater than the median, it usually means that there are some higher values (outliers) pulling the mean up.
  • Step 5: Conclude that the data is positively skewed, meaning it has a longer tail on the right side.
  • Mean vs. Median – Understanding the relationship between mean and median helps identify the skewness of a data set.
  • Skewness – Positive skewness indicates that the tail on the right side of the distribution is longer or fatter than the left side.
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