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Age Distribution C57C28

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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.)