Highlights
Scenario
The “Recruiters” is an international recruiting organization of the sports professionals for the United States and Canada. The organization has collected data from a sample of 100 members of the hokey clubs who have been selected to represent Canada and the United States for international competitions. The marketing manager of the “Recruiters”, Aaron Hynes, wants to understand the the variables used in the survey such as the teams the members represent, their IQ scores, age, incomes, insurance expenses and satisfaction about the services they receive, to plan and budget recruitments for next year. You receive an email from Aaron assigning you, Angelo Flannigan to analyse the surveyed sample.
Regarding the recent survey of the sample of 100 sports professionals selected for international competitions representing the USA and Canada, we require answers to the following questions. Your responses will be used as part of a report to senior management comparing the relevant variables in the survey. Please see the sample survey results
Preparation of dataset:
Before starting your analysis, please prepare the dataset to match with all the data descriptions in the survey details tab in the given dataset.
1. Univariate analysis:
a. Please provide a profile of the variable Satisfaction.
For each variable, you will need to create suitable table(s). Creating appropriate graphs may help you to better understand the data.
b. Please provide a summary of the variable Weight.
You will need to produce the relevant summary statistics and suitable table(s) and graph(s). Then, you will need to investigate if there are any outliers.
c. Please provide a profile of the variable Team.
You will need to convert Results to Grades based on the information on the Data Description sheet. Then, you will need to create suitable table(s) and graph(s).
d. Please provide a profile of the variable Country.
You will need to create suitable table(s) and graph(s)
e. Can you provide a summary of the IQ - scores, (overall and the summaries of each grade: N, P, C, D, HD) please?
You will need to produce the relevant summary statistics and suitable table(s) and graph(s). Then, you will need to investigate if there are any outliers.
f. Can you provide a summary of Income (overall as well as by country: Canada and USA), please?
You will need to produce the relevant summary statistics and suitable table(s) and graph(s). Then, you will need to investigate if there are any outliers.
2. Bivariate analysis:
a. Is there any relationship between the Age and IQ score of the members?
You will need to create suitable cross-tabulation(s) and graph(s).
b. Is there any association between the Age and Income of the members?
You will need to calculate suitable measure(s) and create relevant graph(s).
c. Is there any relationship between the members’ age and insurance expense?
You will need to produce the relevant comparative summary statistics and suitable table(s) and graph(s).
d. Is there any relationship between members’ IQ score and income?
You will need to produce the relevant comparative summary statistics and suitable table(s) and graph(s).
e. Is there any relationship between members’ age and health check results?
You will need to produce the relevant comparative summary statistics and suitable table(s) and graph(s).
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