Here is the analysis of the provided dataHere is the analysis of the provided

1. Mean (Average): 2.63
2. Median (Middle Value): 2.0
3. Mode (Most Frequent Value): 2
4. Range (Difference between Max and Min): 4
5. Standard Deviation (Measure of Spread): 1.30

Conclusion About the Population:

The data has a central tendency centered around the value 2, which is both the mode and close to the median. The mean is slightly higher than the median, indicating a slight positive skew, likely due to the presence of larger values like 4 and 5. The small standard deviation suggests that most data points are clustered around the mean.

Is the Data Normally Distributed?

No, the data is not normally distributed. Normal distribution is symmetric, but this dataset is skewed to the right, with more occurrences of smaller values (1s and 2s) compared to higher values like 4 and 5.

Would you like more details or have any questions?

Here are 5 related questions you might find interesting:

1. How would changing one value in the data affect the standard deviation?
2. What is the impact of having multiple modes in a dataset?
3. How do we determine if skewness is statistically significant?
4. Can we transform this data to approximate a normal distribution?
5. How does the range influence the standard deviation in this dataset?

Tip: The median is a robust measure of central tendency, especially useful for skewed distributions.