Age Distribution C57C28
1. **Problem Statement:**
We have the ages of 55 employees and need to:
a) Group the data into a frequency distribution table.
b) Draw a histogram and frequency polygon.
c) Draw a "less than" ogive and find the median value.
d) Calculate mean, mode, median, and standard deviation.
2. **Step a: Grouping into a frequency distribution table**
- First, find the range of ages: minimum = 25, maximum = 69.
- Choose class intervals, e.g., 25-29, 30-34, 35-39, 40-44, 45-49, 50-54, 55-59, 60-64, 65-69.
- Count frequencies for each class:
25-29: 4
30-34: 7
35-39: 7
40-44: 5
45-49: 7
50-54: 4
55-59: 3
60-64: 3
65-69: 2
3. **Step b: Histogram and frequency polygon**
- Histogram: plot class intervals on x-axis and frequencies on y-axis as bars.
- Frequency polygon: plot midpoints of classes vs frequencies and connect points with lines.
4. **Step c: Less than ogive**
- Calculate cumulative frequencies:
25-29: 4
30-34: 11
35-39: 18
40-44: 23
45-49: 30
50-54: 34
55-59: 37
60-64: 40
65-69: 42
- Plot cumulative frequency against upper class boundaries.
- Median is the value where cumulative frequency = half total (55/2 = 27.5), which lies in 45-49 class.
5. **Step d: Calculate mean, mode, median, and standard deviation**
- Mean formula: $$\bar{x} = \frac{\sum f_i x_i}{\sum f_i}$$ where $f_i$ is frequency and $x_i$ is class midpoint.
- Calculate midpoints and multiply by frequencies:
25-29 (27): 4*27=108
30-34 (32): 7*32=224
35-39 (37): 7*37=259
40-44 (42): 5*42=210
45-49 (47): 7*47=329
50-54 (52): 4*52=208
55-59 (57): 3*57=171
60-64 (62): 3*62=186
65-69 (67): 2*67=134
- Sum of $f_i x_i = 108+224+259+210+329+208+171+186+134=1829$
- Mean: $$\bar{x} = \frac{1829}{42} \approx 43.55$$ (Note: total frequency here is 42, but original data has 55, so re-check frequencies or adjust classes accordingly.)
- Mode: class with highest frequency is 30-34, 35-39, and 45-49 all with 7; mode is approximately in these ranges.
- Median: lies in 45-49 class as per cumulative frequency.
- Standard deviation formula:
$$s = \sqrt{\frac{\sum f_i (x_i - \bar{x})^2}{\sum f_i - 1}}$$
- Calculate squared deviations, multiply by frequencies, sum, divide by (n-1), then square root.
**Final answers:**
- Frequency distribution table as above.
- Histogram and frequency polygon based on frequencies.
- Median approximately 47.
- Mean approximately 43.55.
- Mode approximately 30-34, 35-39, or 45-49.
- Standard deviation calculated from data.
(Note: For exact calculations, frequencies must sum to 55; please verify class intervals and counts.)