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The following table gives the frequency distribution of the daily travelling time (in minutes) from home to work for the employees of a certain company.

Mathematics

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Step-by-step solution

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2.1 Calculate the estimated mean travelling time.

  1. Calculate the midpoint (xmx_m) for each interval and the product of frequency (ff) and midpoint (xmx_m).

    The total number of employees is ∑f=20+35+30+10+5=100\sum f = 20 + 35 + 30 + 10 + 5 = 100.

    Daily travelling time xx (in minutes)Number of employees (ff)Midpoint of Interval (xmx_m)f⋅xmf \cdot x_m
    0≤x<100 \le x < 10200+102=5\frac{0+10}{2} = 520×5=10020 \times 5 = 100
    10≤x<2010 \le x < 203510+202=15\frac{10+20}{2} = 1535×15=52535 \times 15 = 525
    20≤x<3020 \le x < 303020+302=25\frac{20+30}{2} = 2530×25=75030 \times 25 = 750
    30≤x<4030 \le x < 401030+402=35\frac{30+40}{2} = 3510×35=35010 \times 35 = 350
    40≤x<5040 \le x < 50540+502=45\frac{40+50}{2} = 455×45=2255 \times 45 = 225
    Total1001950
  2. Calculate the estimated mean using the formula xˉ=∑(f⋅xm)∑f\bar{x} = \frac{\sum (f \cdot x_m)}{\sum f}.

    xˉ=1950100=19.5\bar{x} = \frac{1950}{100} = 19.5

    The estimated mean travelling time is 19.5 minutes\boxed{\text{19.5 minutes}}.

    2.2 Write the modal class of the data.

  3. Identify the class interval with the highest frequency.

    From the table, the highest frequency is 35, which corresponds to the class interval 10≤x<2010 \le x < 20.
    The modal class is 10 \lex < 20\boxed{\text{10 \le x < 20}}.

    2.3 Construct a box-whisker plot for the data in the ANSWER BOOK.

  4. Determine the five-number summary from the given ogive (cumulative frequency curve).

    The total number of employees is N=100N = 100.

    • Minimum value: The lowest travelling time is 0 minutes.
    • Maximum value: The highest travelling time is 50 minutes.
    • Median (Q2): This is the value corresponding to the 50th50^{th} employee (N/2=100/2=50N/2 = 100/2 = 50). Reading from the ogive at a cumulative frequency of 50, the travelling time is approximately 18 minutes.
    • First Quartile (Q1): This is the value corresponding to the 25th25^{th} employee (N/4=100/4=25N/4 = 100/4 = 25). Reading from the ogive at a cumulative frequency of 25, the travelling time is approximately 7 minutes.
    • Third Quartile (Q3): This is the value corresponding to the 75th75^{th} employee (3N/4=3×100/4=753N/4 = 3 \times 100/4 = 75). Reading from the ogive at a cumulative frequency of 75, the travelling time is approximately 28 minutes.

    The five-number summary for the box-whisker plot is:
    Minimum = 0 minutes
    Q1 = 7 minutes
    Median = 18 minutes
    Q3 = 28 minutes
    Maximum = 50 minutes

    To construct the box-whisker plot:

    • Draw a number line that covers the range from 0 to 50 minutes.
    • Mark the minimum value (0) and the maximum value (50) with whiskers.
    • Draw a box from the first quartile (Q1 = 7) to the third quartile (Q3 = 28).
    • Draw a vertical line inside the box at the median (Q2 = 18).

    2.4 State whether the following statements are TRUE or FALSE.

    2.4.1 The distribution of these travelling times is positively skewed.

  5. Compare the mean and median.

    We calculated the mean xˉ=19.5\bar{x} = 19.5 minutes.
    We determined the median from the ogive as 18 minutes.
    Since the mean (19.5) is greater than the median (18), the distribution is positively skewed. Additionally, the frequency distribution shows a peak towards lower values and a longer tail towards higher values, which is characteristic of positive skewness.
    The statement is TRUE\boxed{\text{TRUE}}.

    2.4.2 The inter-quartile range for the data is 25.

  6. Calculate the inter-quartile range (IQR).

    IQR is calculated as Q3−Q1Q3 - Q1.
    Using the values from the ogive: Q3=28Q3 = 28 minutes and Q1=7Q1 = 7 minutes.

    IQR=28−7=21 minutes\text{IQR} = 28 - 7 = 21 \text{ minutes}

    Since the calculated IQR is 21 minutes, not 25 minutes, the statement is FALSE\boxed{\text{FALSE}}.

    2.4.3 35 employees take less than 20 minutes.

  7. Determine the number of employees who take less than 20 minutes.

    From the frequency table, the number of employees taking less than 20 minutes is the sum of frequencies for the intervals 0≤x<100 \le x < 10 and 10≤x<2010 \le x < 20.
    Number of employees = 20+35=5520 + 35 = 55 employees.
    Alternatively, reading from the ogive at x=20x=20 minutes, the cumulative frequency is 55.
    Since 55 employees take less than 20 minutes, not 35, the statement is FALSE\boxed{\text{FALSE}}.

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