The data set in the spreadsheet consists of 364 records that you will be analyzing from the Bureau of Labor Statistics. The data set contains a listing of several jobs titles with yearly salaries ranging from approximately $30,000 to $200,000 for the state of Minnesota.
A major client of your company is interested in the salary distributions of jobs in the state of Minnesota that range from $30,000 to $200,000 per year. As a Business Analyst, your boss asks you to research and analyze the salary distributions. You are given a spreadsheet that contains the following information:
Mean: 71999.27473
Median: 67095
Mode: 73870
Midrange: 113175
Range: 161910
Variance: 521997166.1
Standard deviation: 22847.2573
Maximum: 194130
Minimum: 32220
1a. Provide a brief overview of the scenario you are given and describe the data set.
1b. Describe how you will be analyzing the data set.
1c. List all variables in the data set. Define each variable as follows and explain your reasoning.
i. Provide the two variable names in the data set.
ii. Define both variable as either Quantitative or Qualitative. Explain your answers.
iii. For the quantitative variable listed, define them as either Discrete or Continuous. Explain your answer.
iv. Provide the level of measurement for both variables. Explain your answers.
2. Name and describe each Measure of Center below. Include the advantages and disadvantages of each Measure of Center.
3. Name and describe each Measure of Variation below. Include the advantages and disadvantages of each Measure of Variation.
4a. Calculate the Measures of Center and Measures of Variation on the "Data" tab in this document.
Under each measurement, provide the following: the calculation (including the formula), the value, the units of measurement, and an interpretation of the calculation in context of the scenario.
i. Mean
ii. Median
iii. Mode
iv. Midrange
v. Range
vi. Variance
vii. Standard Deviation
4b. Compare your mean and median. Does the data appear to be skewed or symmetrical? Explain your reasoning.
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