In: Statistics and Probability
Summary Statistics
N |
Mean |
Std Dev |
Min |
Max |
|
Year of Release |
1649 |
1979 |
9 |
1955 |
2014 |
Play Count |
1649 |
20 |
27 |
1 |
142 |
Roughly what percentage of songs played on Classic Rock Stations were written between 1970 and 1988?
What does it mean that the standard deviation of Play Count is larger than the mean?
Is the mean greater or less than the median for Play Count?
Result:
Summary Statistics
N |
Mean |
Std Dev |
Min |
Max |
|
Year of Release |
1649 |
1979 |
9 |
1955 |
2014 |
Play Count |
1649 |
20 |
27 |
1 |
142 |
Roughly what percentage of songs played on Classic Rock Stations were written between 1970 and 1988?
1970= 1979-9 = mean -1*sd
1988= 1979+9 = mean +1*sd
The empirical rule shows that 68% will fall within the first standard deviation
Therefore roughly 68% of songs played on Classic Rock Stations were written between 1970 and 1988.
What does it mean that the standard deviation of Play Count is larger than the mean?
The mean is a description of location. The standard deviation is a description of the data's spread, how widely it is distributed about the mean. A smaller standard deviation indicates that more of the data is clustered about the mean. A larger one indicates the data are more spread out. A large standard deviation in this case means data are not bell shaped or not normally distributed.
Is the mean greater or less than the median for Play Count?
The mean is 20 and maximum value is 142. This shows that the data is positively skewed. For positively skewed data, mean is greater than median.