Find the median wage of the following data. If the total frequency is 525, find the values of x and y.
Understand the Problem
The question is asking to analyze a dataset and find the median wage of workers based on provided wage categories and number of workers in each category. This involves understanding how to calculate the median from the given data.
Answer
The median wage is $94.5$.
Answer for screen readers
The median wage of the workers is $94.5$.
Steps to Solve
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Organize the Data
From the table, extract the wage categories and the number of workers in each category. The data is as follows:
Wage Category No. of Workers Below 60 3 60-69 27 70-79 57 80-89 75 90-99 151 100-109 104 110-119 34 120-129 10 130-139 0 140-149 29 150-159 0 160 and Above 60 -
Calculate the Cumulative Frequency
Calculate the cumulative frequency for each wage category to determine how many workers are below each wage level. This helps identify the median wage category.
Wage Category Cumulative Frequency Below 60 3 60-69 30 70-79 87 80-89 162 90-99 313 100-109 417 110-119 451 120-129 461 130-139 461 140-149 490 150-159 490 160 and Above 550 -
Find the Total Number of Workers
Add up all the workers:
$$ \text{Total Workers} = 3 + 27 + 57 + 75 + 151 + 104 + 34 + 10 + 0 + 29 + 0 + 60 = 550 $$
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Determine the Median Position
The median position is calculated by:
$$ \text{Median Position} = \frac{\text{Total Workers}}{2} = \frac{550}{2} = 275 $$
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Identify the Median Category
Locate the cumulative frequency that first reaches or exceeds 275, which occurs in the "90-99" wage category.
The cumulative frequency just before 275 is:
- For "80-89": 162
- For "90-99": 313 (this exceeds 275)
Therefore, the median wage falls in the "90-99" category.
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Estimate the Median Wage
Since "90-99" is the median category, we can take the midpoint of this range to estimate the median wage:
$$ \text{Median Wage} = \frac{90 + 99}{2} = 94.5 $$
The median wage of the workers is $94.5$.
More Information
The median wage represents the middle value, ensuring that half the workers earn less and half earn more. This statistic is crucial for understanding wage distribution within a workforce.
Tips
- Forgetting to calculate cumulative frequencies correctly.
- Misidentifying the median category based on incorrect cumulative frequencies.