Data Science with Python and Anaconda Computing Statistics Measure of Tendency and Data Dispersion

Source Code

Statistical Calculations

1. Mean: The average age.
2. Median: The middle value of the age data.
3. Mode: The most frequently occurring age.
4. Variance: The measure of age data spread.
5. Standard Deviation: The amount of variation in age data.
6. Skewness: The asymmetry of the age distribution.
7. Range: The difference between the maximum and minimum ages.
8. Quartiles (Q1 and Q3): The 25th and 75th percentiles.
9. Quartile Deviation: Half the interquartile range.
10. Mean Deviation: The average absolute deviation from the mean.

Frequency Distribution:

1. Frequency: The number of occurrences of each age.
2. Relative Frequency: The proportion of each age relative to the total.
3. Percentage Frequency: The relative frequency expressed as a percentage.
4. Cumulative Frequency: The running total of frequencies.
5. Cumulative Relative Frequency: The running total of relative frequencies.

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