Thank you for sharing the five-number summary of your dataset. Based on the values you provided, I can tell you some interesting facts about your data:
- The minimum value is 0, which means that at least one observation has no value or is zero. This could indicate a missing value, an error, or a valid measurement, depending on the context of your data.
- The first quartile is 5, meaning 25% of your observations are less than or equal to 5. This also implies that the lower half of your data (below the median) is skewed to the left since the first quartile is much closer to the minimum than the median.
- The median is 6, meaning 50% of your observations are less than or equal to 6. This is the middle value of your data and divides it into two similar groups.
- The third quartile is 15, meaning 75% of your observations are less than or equal to 15. This also implies that the upper half of your data (above the median) is skewed to the right since the third quartile is much farther from the median than the maximum.
- The maximum value is 20, which means that at least one observation has a value of 20. This is the highest value of your data, and it could be an outlier or an extreme value, depending on the context of your data.
If you want to represent your five-number summary graphically, you can use a box plot. A box plot shows your dataset's range, quartiles, median, and outliers using a rectangular box and whiskers.